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About Us
Perform Properties is a Blackstone Real Estate portfolio company focused on high-performing retail and office properties with People-Appeal - vibrant spaces where people actively choose to work, shop, and gather. With expertise in transactions, development, leasing, and management, the company oversees over 33 million square feet of retail and office properties across the U.S. Learn more: .
Role Summary
Our VP, Data & Analytics unlocks data-driven growth at the speed of natural language through AI-enabled execution across Perform Properties. An innovative architect with deep business literacy, the VP, Data & Analytics will lead our efforts to put data at the center of our Technology capabilities with a modern, performant and AI-ready data & analytics platform. This critical capability will serve a wide range of business functions, enabling Investments, Portfolio, Operations and Finance people to put AI, BI, Analytics and other emerging technologies to work for them every day – not just talk about the potential & possibilities.
This role reports to the Chief Technology Officer and is based in the office, 5 days a week.
Essential Job Functions
- Drive Data Architecture & Engineering excellence that actively reduces our Coordination Tax
- Build Data Modelling & Analytics capabilities to reduce our Time-to-Productivity
- Champion Artificial and Business Intelligence (AI / BI) capabilities through compelling next generation interactions (Visualization, Natural Language & Agentic) that reduce our Time-to-Insight
- Cultivate Data governance & stakeholder engagement that creates real shared ownership of our platform
- Model the successful use of AI as a capabilities & resource extension, not just a gimmick
- Develop individuals & teams of technologists in the Data & Analytics space as their leader
Qualifications and Technical Competencies
- 10+ years leading Data Science, Data Engineering, Analytics and/or AI / ML-focused teams
- 5-7 years managing agile projects (Scrum, Kanban, SAFe)
- 3-5 years managing people (direct reports, manager of managers)
- Demonstrable success working with modern data platforms (Databricks, Snowflake, BigQuery, RedShift, Synapse)
- Demonstrable success delivering AI / ML initiatives (Natural Language Processing, Predictive Modeling, Statistical Modeling)
- Advanced proficiency in common data engineering tools (R, Python, DBT, SQL, Azure Data Factory)
- Advanced proficiency in common visualization tools (Tableau, PowerBI)
- Bachelor’s Degree in Computer Science, Mathematics or relevant tertiary education
Benefits & Compensation
Benefits: The Company provides a variety of benefits to employees, including health insurance coverage, retirement savings plan, paid holidays and paid time off (PTO).
Base Salary Range: $225,00-$265,000. This represents the presently-anticipated low and high end of the Company’s base salary range for this position. Actual base salary range may vary based on various factors, including but not limited to location and experience.
The additional total direct compensation and benefits described above are subject to the terms and conditions of any governing plans, policies, practices, agreements, or other materials or documents as in effect from time to time, including but not limited to terms and conditions regarding eligibility.
Closing
EEO Statement
Our company is proud to be an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees. Our employment decisions are based on individual qualifications, job requirements and business needs without regard to race, color, marital status, sex, sexual orientation, gender identity and/or expression, age, religion, disability, citizenship status, national origin, pregnancy, veteran status and or any other legally protected characteristics. We are committed to providing reasonable accommodations, if you need an accommodation to complete the application process, please email
#LI-Onsite
Accounting, Finance, Human Resources, Information Technology, Operations Planning & Support, Sales & Marketing) area to support department and/or function objectives.
Generally works with considerable independence, developing operating plans and related operational processes within their department and monitoring the flow of work between their department and others in alignment with broader business objectives, selecting and developing effective engineers and work teams, and developing their organization through reliable systems and processes.
Business Context Marriott Vacations Worldwide (MVW) is a leading global vacation company that offers vacation ownership, exchange, rental and resort and property management, along with related businesses, products, and services.
The Company has over 120 vacation ownership resorts and approximately 700,000 owner families in a diverse portfolio that includes some of the most iconic vacation ownership brands.
The Company also operates exchange networks and membership programs comprised of nearly 3,200 affiliated resorts in over 90 countries and territories, as well as provide management services to other resorts and lodging properties.
As a leader and innovator in the vacation ownership industry, the Company upholds the highest standards of excellence in serving its customers, investors and associates while maintaining exclusive, long-term relationships with Marriott International, Inc.
and Hyatt Hotels Corporation for the development, sales and marketing of vacation ownership products and services.
The vision of MVW is to strive to build long-lasting relationships with their Owners, Members, customers, and associates to help them live their lives to the fullest.
Innovation.
Integrity.
Excellence.
This is the story of MVW.
And while the company spans brands and businesses, decades and continents, their shared inspiration continues to drive them forward: delivering unforgettable experiences that make vacation dreams come true.
Global Technology Context The Global Technology (GT) team at Marriott Vacations Worldwide (MVW) is on a multi-year journey to modernize technical and digital products and platforms across all business lines.
This role demands a highly motivated mentor with a technical understanding of the range of resort operations technical products in solving complex business challenges.
Proven success as a mentor developing and retaining technical talent on high performing teams is required.
The incumbent is a proven leader, a consensus builder, and an integrator of people, processes, and technology.
Specific Job Summary The Unified Communications, Sr.
Engineer is responsible for all processes and technology in support of ensuring the Company’s strategic direction related to Contact Center and Resort PBX systems This role provides technical guidance to a team of engineers and the efforts of vendors and business partners to understand business requirements by developing, refining, and meeting all SLAs as required within this area of responsibility.
This critical role reports directly to the Associate Director Unified Communications while working closely with other GT disciplines, GT Security and Controls, Internal Audit, Asset Management, Procurement, and other groups as identified to ensure compliance with set requirements.
CLS Generic Expected Contributions Contributes to team, department and/or business results by performing complex quantitative and qualitative analysis for business processes and/or projects.
Often manages small projects, business processes or parts of larger ones.
Responds to, solves, and makes decisions on more complex/non-routine business requests with limited to moderate risk.
Assists more senior associates in achieving business results by: identifying opportunities to enhance the effectiveness of business processes.
participating in setting department operating plans.
achieving results against budget within scope of responsibility.
Demonstrates an awareness of personal strengths and areas for improvement and acts independently to improve and increase skills and knowledge.
Performs other duties as appropriate.
Working Relationships Global Technology Teams and Leadership Regional and Site Leadership Corporate Leadership Vendor/Suppliers POS Pod members Global Technology Services Resort End User Support Teams Resort Operations Business Leaders Specific Expected Contributions Provide oversight and technical direction to the Unified Communications engineering team: works with Associate Director to manage and develop engineers and admins, and serve as subject matter expert for the Unified Communications Engineering team on a day-to-day basis.
Responsible for supplier outcomes to ensure alignment and achievement of goals and objectives established as they relate to the Unified Communications Engineering scope.
Ensure that standards and direction are met for Corporate, Contact Center, and Resort Unified Communications Responsible for proactively preventing and reactively resolving identified issues by working closely with GT Partners, Vendors, Suppliers, and Business Leaders.
Works closely with Unified Communications Leadership, GT Security and Controls, Information Security, Business Leaders and other stakeholders to define requirements and develop new features & functionality to optimize business processes.
Manage the implementation of test strategies and matures the team’s skills by introducing progressive testing concepts that focus on efficiency but sacrifice nothing on quality.
Manage defect detection, documentation, and “confirmation of resolution” processes, ensuring that a standard approach is being followed throughout the larger Unified Communications team and that proper tooling and reporting mechanisms are in place.
Defines refining repeatable and continually improving processes.
Mature the team’s capabilities by introducing progressive concepts that focus on efficiency but sacrifice nothing on quality.
Responsible for the Team’s high-level troubleshooting processes across assigned technologies.
Ensures that a standard approach is being followed throughout the Unified Communications team and that proper tooling and reporting are in place.
Encourage a sense of accountability across the organization to foster a culture that “owns” all misses and uses them to drive future process improvements.
Understand the business’s objectives and partner with Unified Communications Leadership to build alignment and buy-in across a global community.
Partner with Unified Communications Leadership to motivate all team members to deliver high quality projects within time and budget.
Maintain vendor relationships and technology road maps, evaluate new technologies for compatibility and security compliance, contribute to endpoint lifecycle management discipline for timely delivery of new services.
Coordinate after-hours support when needed for changes and/or incidents management Assists and provides technical guides to less senior associates in achieving business results Identify opportunities to enhance the effectiveness of business processes.
Provide training and technical guidance to less senior staff, where appropriate, and serve as point-of-contact for problem resolution.
Participate in setting department operating plans.
Research new and innovative solutions and stays informed of industry best practices to promote efficiencies and increased maturity of Endpoint Engineering technologies.
Proactively engages with business and provides updates to leadership on open activities or escalations.
CLS Generic Candidate Profile Successful candidates should possess knowledge, experience and demonstrate leadership skills as follows: Generally, a professional position with specific knowledge in a discipline (e.g., Accounting, Human Resources, Information Resources).
College degree and/or relevant experience typically required.
Specific Candidate Profile Education BS/MS Degree in Engineering or equivalent work experience related to Endpoint Engineering technologies noted previously.
Certifications Preferred ITIL Foundation Certification Project Management Certification Relevant certifications in Network+, CCNA, AWS foundation, MS Foundation, project management, or relevant technologies Experience At least 5 years of Contact Center Technology experience and/or Resort Telephony experience At least 3 years of experience working with APIs and using various authentication methods At least 1 year Resort Telephony experience Project coordination/lead on a global level Skills/Attributes Analytical and Strategic Thinking Advanced knowledge of Contact Center Technologies, WFM, Call & Screen Recording, Reporting, Performance Management, E911 and TCPA Compliances, Voicemail, PMS, Resort Telephony, Scripting, IVR routing Advanced knowledge of common, industry leading Contact Center and Resort PBX configuration methodologies, with awareness of when and how to rely on them Technical Demonstrated experience with collaboration tools (audio, video, web, phone) High Level Experience designing, testing, and deploying IVR Scripts, dialer configurations, interfacing PMS with business systems and PBX/VM, Call Flows etc Advanced knowledge in the Functionality of Contact Center Technologies and Resort PBX systems both on premises and SaaS Project Management Skills ITIL Foundation certification (or higher) a plus, Project Management certification desirable Prior experience leading a team of Unified Communications Engineers with track record of successfully validating and delivering high quality products Experience with Service Now, CA, Jira or similar work management tools required Interpersonal Skills Impeccable communication skills, adept at communicating to all levels of the organization and to a global audience through a wide range of analog and digital formats (verbal, written, presentational, virtual, etc.) Additional Attributes Able to work at a fast pace and encourage others to do so as well Highly self-motivated, self-directed, and detail oriented with the ability to effectively prioritize and execute on tasks and initiatives Basic understanding of Python Fluent in JSON and Visual Basic Required Experience Nice CXone Service Now MS Office Suite i.e.
Visio, Excel, Power Point Preferred Experience 14IP IEX Marriott Vacations Worldwide is an equal opportunity employer committed to hiring a diverse workforce and sustaining an inclusive culture.
Applied AI Engineer
Compensation:
- Up to $150,000 base salary (direct hire w2 only, no c2c, no 1099), (flexibility on base salary for exceptional experience)
Location:
- Hybrid / Onsite - Greater Kansas City Metro Area
- 3 days per week onsite, 2 days remote
- Candidates must currently reside in the KC metro area or be willing to relocate within a reasonable timeframe
- Fully remote candidates cannot be considered
Work Authorization:
- Must be authorized to work in the U.S.
- No current or future visa sponsorship available
Engagement Type:
- Full time, direct hire only
- No third-party agencies, consulting firms, C2C, or 1099 arrangements
About the Opportunity
Vaco Highspring is conducting a confidential search on behalf of a global enterprise organization with a strong technology footprint, including a proprietary SaaS platform and a technology?enabled services business.
The organization is making a focused investment in artificial intelligence to improve internal efficiency, modernize workflows, and embed intelligent capabilities into its software platform. This role offers meaningful ownership and visibility, with a mandate to build and deploy AI systems that have real, production level impact.
The Role
As an Applied AI Engineer, you will play a key role in integrating AI across internal systems and a customer facing SaaS platform. You will work hands on with large language models (LLMs) and modern AI tooling to automate processes, build internal tools, and deliver intelligent product features.
This is a production focused role operating at the intersection of engineering, product, and business operations, with close collaboration across teams in a hybrid/onsite environment. (3-days per week onsite in Greater Kansas City Metro Area, 2-days remote work.)
Key Responsibilities
- Design and build scalable AI powered services and tools to streamline internal workflows across multiple teams (e.g., operations, content, sales, support).
- Develop and deliver intelligent features within a proprietary SaaS platform.
- Integrate, manage, and optimize multiple LLMs and AI APIs (e.g., OpenAI style, Anthropic style, or comparable providers).
- Provide technical leadership and mentorship to other engineers, including guidance on architecture, best practices, and performance.
- Build and maintain backend systems and APIs that support AI functionality across products and services.
- Design infrastructure for model serving, orchestration, monitoring, and lifecycle management.
- Implement fallback strategies, model routing, and cost performance optimization.
- Partner cross functionally with engineering, product, and business stakeholders to identify high impact AI opportunities.
- Apply best practices related to data privacy, security, compliance, and responsible AI use.
- Stay current with advancements in AI, LLMs, and MLOps, introducing new approaches where appropriate.
Qualifications
- 6+ years of engineering experience with multiple years of experience in a production environment deploying AI/ML applications or infrastructure.
- Proven experience applying LLMs or similar AI models to real business or product challenges.
- Strong backend engineering skills (Python and/or TypeScript preferred).
- Experience with AI/ML orchestration and deployment tools (e.g., LangGraph style frameworks, Airflow like systems, Kubeflow, Ray, or workflow automation tools).
- Hands on experience with cloud platforms (AWS, GCP, or Azure) and containerization (Docker, Kubernetes).
- Front end development experience in areas like React, Node.js, Web Development, front end web product design
- Solid understanding of MLOps practices, including deployment, monitoring, logging, and evaluation.
- Knowledge of data privacy, security, and ethical AI considerations.
- Experience supporting SaaS platforms or technology driven products is a plus.
- Strong communication skills and the ability to collaborate across technical and non-technical teams.
- Passion for applying AI in practical, high impact ways.
Why This Role
- High visibility and ownership of AI initiatives
- Opportunity to build AI systems that directly impact business outcomes
- Emphasis on production grade systems, not experimentation alone
- Collaborative, hybrid environment with close access to stakeholders
Determining compensation for this role (and others) at Vaco/Highspring depends upon a wide array of factors including but not limited to the individual's skill sets, experience and training, licensure and certifications, office location and other geographic considerations, as well as other business and organizational needs. With that said, as required by local law in geographies that require salary range disclosure, Vaco/Highspring notes the salary range for the role is noted in this job posting. The individual may also be eligible for discretionary bonuses, and can participate in medical, dental, and vision benefits as well as the company's 401(k) retirement plan. Additional disclaimer: Unless otherwise noted in the job description, the position Vaco/Highspring is filing for is occupied. Please note, however, that Vaco/Highspring is regularly asked to provide talent to other organizations. By submitting to this position, you are agreeing to be included in our talent pool for future hiring for similarly qualified positions. Submissions to this position are subject to the use of AI to perform preliminary candidate screenings, focused on ensuring minimum job requirements noted in the position are satisfied. Further assessment of candidates beyond this initial phase within Vaco/Highspring will be otherwise assessed by recruiters and hiring managers. Vaco/Highspring does not have knowledge of the tools used by its clients in making final hiring decisions and cannot opine on their use of AI products.
REQUIREMENTS AND PREFERENCES
The Broward County Board of County Commissioners Enterprise Technology Services Division is seeking qualified candidates for Systems Network Analyst, Senior.We are looking for an experienced Network Specialist to design, implement, and maintain our network infrastructure. This role involves managing routers, switches, firewalls, and VoIP systems, as well as supporting hybrid cloud networking and ensuring compliance with security standards. The ideal candidate will have strong technical expertise, problem-solving skills, and the ability to manage complex network projects.
This position is not remote.
This job announcement will remain open until a sufficient number of applications are received.
Benefits of Broward County Employment
Eleven (11) paid holidays each year
Vacation (Paid Time Off) = 2 weeks per year
Tuition Reimbursement (Up to 2K annually)
Up to 40 hours of Job Basis Leave for eligible positions
Paid Parental Leave
Health Benefits
High Deductible Health Plan - bi-weekly premiums: Employee $10.90 / Family $80.79
Includes a County Funded Health Savings Account of up to $2000 Annually
Consumer Driven Health Plan - bi-weekly premiums: Employee $82.58 / Family $286.79
Florida Retirement System (FRS) - Pension or Investment Plan
457 Deferred Compensation county matches up to $2,000 a year.
General Description
Performs advanced professional, technical and analytical work with administrative responsibility in automation systems implementation and development.
Works independently, under limited supervision, reporting major activities through periodic meetings.
Provides design, procurement, implementation, and administration of the network infrastructure - routers, switches, and plans; provides procurement, implementation, and administration of firewalls; provides administration of the Voice over Internet Protocol (VoIP) phone system; and manages network related projects. Design and deploy multi-vendor LAN/WAN architectures.
Analyzes, diagnoses, and rectifies issues related to server and/or desktop/laptop protocol and communication problems as they are reported on an emergency or non-emergency basis; including issues related to missing drives and group policy scripts.
Completes ad-hoc projects based on end user and Information Technology (IT) analyst needs, including troubleshooting and updating and maintaining file systems.
Performs change control tasks, including implementing and updating web applications as needed by application analysts; launches and implements any new technologies approved by management and special task force; studies, investigates, reviews, and recommends implementation of evolving and emerging technologies.
Performs analysis of systems designs related to networking, wifi and security; develops applications, and documents work flow and processes; reviews peer-reviewed and professional material in digital and paper formats to keep up with the latest trends in both the library and technology community. Proactive analysis using SNMP, NetFlow, and Wireshark. Develop analysis via Python and Ansible for configuration.
Provides help desk support; responds to calls, emails, incident tickets, and/or inquiries from computer/network users and customers to resolve/troubleshoot microcomputer and minicomputer hardware or software issues; provides tech support in the field and after hours support. Integrate hybrid networking with AWS VPC and Azure VNet.
Provides systems administration for servers, patch installation and upgrade maintenance; installs, configures, and reimages desktop/laptop hardware and software; performs data backup and restores; and manages computer security and virus removal.
Ensures maintenance of NIST/HIPAA standards and network hardening.
Minimum Education and Experience Requirements
Requires a two (2) year degree from an accredited trade, technical or vocational school, college or university with major coursework in computer science or closely related field.
(One year of relevant experience may be substituted for each year of required education.)
Requires four (4) years of experience in supporting users through analyzing, diagnosing and resolving computer systems issues related to desktop/laptop protocols and communication problems or closely related experience.
Special Certifications and Licenses
None.
Preferences
-2 years of experience with Wi-Fi setup and Configurations
-Experience with Cisco, Fortinet and Meraki
-Network + Certification or Equivalent
-4 years working in a help desk environment
-2 years of experience with Wi-Fi setup and Configurations
SCOPE OF WORK
The functions listed below are those that represent the majority of the time spent working in this class. Management may assign additional functions related to the type of work of the job as necessary.
Provides design, procurement, implementation, and administration of the network infrastructure - routers, switches, and plans; provides procurement, implementation, and administration of firewalls; provides administration of the Voice over Internet Protocol (VoIP) phone system; and manages network related projects.
Analyzes, diagnoses, and rectifies issues related to server and/or desktop/laptop computer problems as they are reported on an emergency or non-emergency basis; including issues related to missing drives and group policy scripts.
Completes ad-hoc projects based on end user and Information Technology (IT) analyst needs, including troubleshooting and updating and maintaining file systems.
Performs change control tasks, including implementing and updating web applications as needed by application analysts; launches and implements any new technologies approved by management and special task force; studies, investigates, reviews, and recommends implementation of evolving and emerging technologies.
Performs analyses of systems designs, develops applications, and documents work flow and processes; reviews peer-reviewed and professional material in digital and paper formats to keep up with the latest trends in both the library and technology community.
Provides help desk support; responds to calls, emails, incident tickets, and/or inquiries from computer/network users and customers to resolve/troubleshoot microcomputer and minicomputer hardware or software issues; provides tech support in the field and after hours support.
Provides systems administration for servers, patch installation and upgrade maintenance; installs, configures, and reimages desktop/laptop hardware and software; performs data backup and restores; and manages computer security and virus removal.
This position may require localized travel throughout Broward County for the purposes of field services or onsite visits for items that cannot be supported remotely.
Performs related work as assigned.
WORK ENVIRONMENT
Physical Demands
Physical demands refer to the requirements for physical exertion and coordination of limb and body movement.
Performs medium work that involves walking, standing, stooping or lifting all of the time and also involves exerting between 20 and 50 pounds of force on a regular and recurring basis or exceptional skill, adeptness, and speed in the use of fingers, hands, or limbs in tasks involving very close tolerances or limits of accuracy.
Unavoidable Hazards (Work Environment)Unavoidable hazards refer to the job conditions that may lead to injury or health hazards even though precautions have been taken.
Involves routine and frequent exposure to electrical shocks.
SPECIAL INFORMATION
Competencies
- Tech Savvy
- Manages Complexity
- Cultivates Innovation
- Action Oriented
- Plans and Aligns
- Courage
- Self-Development
County Core ValuesAll Broward County employees strive to demonstrate the County's four core behavioral competencies.
- Collaborates: Building partnerships and working collaboratively with others to meet shared objectives.
- Customer focus: Building strong customer relationships and delivering customer-centric solutions.
- Instills trust: Gaining the confidence and trust of others through honesty, integrity, and authenticity.
- Values differences: Recognizing the value that different perspectives and cultures bring to an organization.
Americans with Disabilities Act (ADA) ComplianceBroward County is an Equal Opportunity Employer committed to inclusion. Broward County is committed to providing equal opportunity and reasonable accommodations to qualified persons with disabilities. We support the hiring of people with disabilities; therefore, if you require assistance due to a disability, please contact the Professional Standards Section in advance at or email to make an accommodation request.
Emergency Management ResponsibilitiesNote: During emergency conditions, all County employees are automatically considered emergency service workers. County employees are subject to being called to work in the event of a disaster, such as a hurricane, or other emergency situation and are expected to perform emergency service duties, as assigned.
County-wide Employee ResponsibilitiesAll Broward County employees must serve the public and fellow employees with honesty and integrity in full accord with the letter and spirit of Broward County's Employee Code of Ethics, gift, and conflict of interest policies.
All Broward County employees must establish and maintain effective working relationships with the general public, co-workers, elected and appointed officials and members of diverse cultural and linguistic backgrounds, regardless of race, color, religion, sex, national origin, age, disability, marital status, political affiliation, familial status, sexual orientation, pregnancy, or gender identity and expression.
Work Location: Worcester, MA (Onsite)
Assignment Duration: 12 months (possibility of extension)
Position Summary
Role Overview:
This role is responsible for MSI metrics, PVR's(Periodic validation reviews, spreadsheet validation, collecting business requirements for technology improvements.
Background & Context
This person will also collaborate with the team to ensure the smooth functioning of laboratory systems, instruments, and software, with a strong focus on compliance, data management, and process optimization in a GMP (Good Manufacturing Practice) environment.
Key Responsibilities
* Support daily operations of QC laboratories, including troubleshooting issues with QC instruments and equipment.
* Assist with validation activities and documentation (including SIQ and SOQ protocols) to ensure regulatory compliance.
* Implement, maintain, and optimize excel macros and support spreadsheet validation for streamlined data processing and reporting.
* Coordinate and perform Windows upgrades, PC decommissions and software installations and upgrades for lab and operations computers.
* Provide technical support on eliminating manual processes and support feeding requirements to broader enterprise teams.
* Participate and evolve digital transformation by leveraging operations systems such as SAP, Infor, and MES systems (including POMS).
* Support process improvements and ensure data integrity across laboratory workflows.
* Perform Acronis and Nugenesis software installs on new lab PCs.
* Support the team with OSIPI data historian.
Qualification & Experience
* Experience working in GMP laboratory environments.
* Proficiency in Excel, including macro development and troubleshooting.
* Familiarity with validation processes, SIQ/SOQ documentation.
* Knowledge of QC laboratory instruments and equipment maintenance. Knowledge on windows upgrade, Nugenesis and Acronis.
* Hands-on experience with Windows operating systems and installations.
* Experience with operational software such as SAP, Infor, MES (e.g., POMS).
* Strong problem-solving, communication, and organizational skills.
Preferred:
* Background in life sciences or engineering.
* Previous experience supporting QC labs in pharma, biotech, or related industries.
Additional Information
Qualifications:
* Bachelor's degree: Degree level qualification in computer science or equivalent relevant discipline [Senior] or respective proven expertise and experience
Cognitive/Business Skills:
* Requires a high level of attention to detail and mental concentration to always ensure accuracy and total compliance with procedures.
* Requires proven problem-solving skills and the ability to adapt to new requirements.
* Must be results driven striving to meet all targets and metric standards as set by site/department and division leaders.
* Requires innovative thinking, where new and untested solutions are proposed, demonstrated, and implemented on a regular basis.
* Requires total commitment to quality and always maintaining a high standard of work.
* Always demonstrates the highest levels of integrity and a strong work ethic.
* Strong communication skills, both verbal and written, are required for the execution of this role.
* Strong interpersonal skills are required.
* Supports the principles of Perfect Performance.
* Apply advanced technical knowledge and experience to the solution of a broad array of technical problems.
Job/Technical Skills
* 3 years plus in IT QC System / Application Support (essential)
* 3 years plus of relevant IT experience (Essential)
* [Senior] 5 years plus of experience in similar / equivalent role within pharmaceutical industry
* ITIL (Essential)
* GAMP (essential)
* Project Management (Desirable), JIRA/agile knowledge
* Waters Empower (Desirable)
* AVEVA OSI PI Administration or relevant Data Historian Administration (Desirable)
* POMSnet Administration or relevant MES system Administration (Essential)
* Microsoft O365 PowerApps / PowerBi ( Essential)
* AWS/Microsoft certification
* Python/ JAVA skills or any software development and SDLC experience is a plus.
* SharePoint admin experience(Essential)
* Acronis and Nugenesis Knowledge( Essential)
Company Description
PG Forsta is the leading experience measurement, data analytics, and insights provider for complex industries-a status we earned over decades of deep partnership with clients to help them understand and meet the needs of their key stakeholders. Our earliest roots are in U.S. healthcare -perhaps the most complex of all industries. Today we serve clients around the globe in every industry to help them improve the Human Experiences at the heart of their business. We serve our clients through an unparalleled offering that combines technology, data, and expertise to enable them to pinpoint and prioritize opportunities, accelerate improvement efforts and build lifetime loyalty among their customers and employees.
Like all great companies, our success is a function of our people and our culture. Our employees have world-class talent, a collaborative work ethic, and a passion for the work that have earned us trusted advisor status among the world's most recognized brands. As a member of the team, you will help us create value for our clients, you will make us better through your contribution to the work and your voice in the process. Ours is a path of learning and continuous improvement; team efforts chart the course for corporate success.
Our Mission:
We empower organizations to deliver the best experiences. With industry expertise and technology, we turn data into insights that drive innovation and action.
Our Values:
To put Human Experience at the heart of organizations so every person can be seen and understood.
- Energize the customer relationship:Our clients are our partners. We make their goals our own, working side by side to turn challenges into solutions.
- Success starts with me:Personal ownership fuels collective success. We each play our part and empower our teammates to do the same.
- Commit to learning:Every win is a springboard. Every hurdle is a lesson. We use each experience as an opportunity to grow.
- Dare to innovate:We challenge the status quo with creativity and innovation as our true north.
- Better together:We check our egos at the door. We work together, so we win together.
Duties & Responsibilities
Design and implement processes, systems and automation to streamline the development and deployment of AI solutions.
Architect robust, reliable solutions for specific AI applications using appropriate cloud-based and open source technologies.
Design and automate data pipelines to deliver complex data products to power training and online inference of AI systems.
Deploy ML models, LLMs and GenAI systems into production, ensuring reliability, efficiency, and scalability across cloud or hybrid environments.
Build and maintain robust CI/CD pipelines tailored to ML model lifecycle management, ensuring a streamlined and agile deployment process.
Monitor model performance, identify potential improvements, and integrate feedback loops for continuous learning and adaptation.
Integrate models with chat interfaces and conversational platforms to create responsive, user-centric applications.
Investigate and implement agent-based architectures that support conversational intelligence and interaction modeling.
Collaborate with cross-functional teams to design AI-driven features that enhance user experience and interaction within chat interfaces.
Work closely with data scientists, product managers, and engineers to ensure alignment on project goals, data requirements, and system constraints.
Mentor junior engineers and provide guidance on best practices in ML model development, deployment, and maintenance.
Create and maintain comprehensive documentation for model architectures, code implementations, data workflows, and deployment procedures to ensure reproducibility, transparency, and ease of collaboration.
Technical Skills
Experience with large-scale deployment tools and environments, including Docker, Kubernetes, and cloud platforms like AWS, Azure, or GCP.
Experience deploying and managing a variety of database technologies.
Experience deploying ML models at scale and optimizing models for low-latency, high-availability environments.
Strong programming skills in Python and proficiency in libraries such as NumPy, Pandas, and Scikit-learn.
Experience with data pipelines, ETL processes, and experience with distributed data frameworks like Apache Spark or Dask.
Familiarity with machine learning frameworks such as TensorFlow, PyTorch, and Hugging Face Transformers.
Knowledge of conversational AI, agent-based systems, and chat interface development.
Proven track record in deploying and maintaining ML and AI solutions in a production setting.
Experience with version control (e.g., Git) and CI/CD tools tailored to ML workflows.
Experience with MLOps.
Experience with Databricks is a plus.
Qualifications
Minimum Qualifications
5+ years of experience in platform engineering with a focus on with a focus on data and ML systems.
Bachelor's degree in Computer Science, Engineering, Data Science, or a related field.
Don't meet every single requirement?Studies have shown that women and people of color are less likely to apply to jobs unless they meet every single qualification. At Press Ganey we are dedicated to building a diverse, inclusive and authentic workplace, so if you're excited about this role but your past experience doesn't align perfectly with every qualification in the job description, we encourage you to apply anyways. You may be just the right candidate for this or other roles.
Additional Information for US based jobs:
Press Ganey Associates LLC is an Equal Employment Opportunity/Affirmative Action employer and well committed to a diverse workforce. We do not discriminate against any employee or applicant for employment because of race, color, sex, age, national origin, religion, sexual orientation, gender identity, veteran status, and basis of disability or any other federal, state, or local protected class.
Pay Transparency Non-Discrimination Notice - Press Ganey will not discharge or in any other manner discriminate against employees or applicants because they have inquired about, discussed, or disclosed their own pay or the pay of another employee or applicant. However, employees who have access to the compensation information of other employees or applicants as a part of their essential job functions cannot disclose the pay of other employees or applicants to individuals who do not otherwise have access to compensation information, unless the disclosure is (a) in response to a formal complaint or charge, (b) in furtherance of an investigation, proceeding, hearing, or action, including an investigation conducted by the employer, or (c) consistent with the contractor's legal duty to furnish information.
The expected base salary for this position ranges from $100,000 to $140,000. It is not typical for offers to be made at or near the top of the range. Salary offers are based on a wide range of factors including relevant skills, training, experience, education, and, where applicable, licensure or certifications obtained. Market and organizational factors are also considered. In addition to base salary and a competitive benefits package, successful candidates are eligible to receive a discretionary bonus or commission tied to achieved results.
All your information will be kept confidential according to EEO guidelines.
Our privacy policy can be found here:legal-privacy/
Job Title: Senior Software Engineer Slicer Manufacturing Platform Development
Department: RD
Reports to: Chief Operating Officer
Employment Type: Full-Time
FLSA Status: Exempt
The Company:
3DEO is a leader and innovator in sinter-based additive manufacturing (AM), delivering proprietary and differentiated AM solutions that drive breakthrough product performance. With some of the industrys highest-volume capabilities in metal 3D printing, 3DEO combines cutting-edge manufacturing with multi-disciplinary engineering and product development expertise.
Our patented and award-winning technology has revolutionized how customers approach design, enabling high-volume production with unmatched quality, precision, and cost efficiency. Holding roughly 20 patents, 3DEO is more than a manufacturer we are a trusted partner in solving complex challenges and unlocking the full potential of AM.
At 3DEO, we collaborate closely with customers in industries such as medical, industrial, aerospace, and semiconductors, delivering end-to-end solutions that include RD, design, engineering, prototyping, production, and beyond.
Since our founding in 2016, our greatest strength has been our team. At 3DEO, innovation is approached as a team. Together, we tackle the toughest product development challenges, helping our customers bring visionary ideas to life. Join our passionate and collaborative team at 3DEO, where were transforming whats possible in metal additive manufacturing and making what hasnt been made before.
Job Summary:
The Senior Software Engineer will contribute to the development of 3DEOs proprietary slicing engine and the end-to-end software platform that powers our metal 3D printing process. This role focuses on geometry processing, toolpath generation, and digital workflows used across our vertically integrated production system. Ideal candidates have experience building slicers, simulation tools, or manufacturing automation software and enjoy working at the intersection of software and hardware in a fast-moving RD environment.
Essential Functions:
? Develop and maintain core slicing algorithms including path planning, infill generation, and motion logic
? Implement and optimize geometry processing tools (mesh repair, offsetting, tessellation, Boolean ops)
? Contribute to the architecture of the internal production platform, including job tracking and printer interfacing
? Integrate slicing logic with upstream and downstream systems including UI, hardware control, and analytics
? Collaborate closely with mechanical, controls, and process engineers to translate physical constraints into software rules
? Write clean, well-documented, and testable code to support scalable manufacturing
? Participate in code reviews and technical design discussions
Required Qualifications:
? Strong programming skills in C++, Rust, or Python
? Experience with computational geometry, 3D data structures, or mesh processing
? Familiarity with additive manufacturing toolchains or CNC-style toolpath generation
? Ability to work in a cross-functional RD environment with hardware and process teams
? Comfortable building production-grade software in a fast-paced, iterative setting
? Experience with continuous integration (CI) pipelines, static code analysis, and unit testing
Preferred Qualifications:
? Experience with industry standard or related geometry engines/libraries
? Familiarity with motion control systems, G-code generation, or machine integration protocols
? Background in data pipelines or job tracking for manufacturing operations
? Prior work on metal additive manufacturing or CNC-based systems
Education and Experience:
? Bachelors degree in Computer Science, Software Engineering, or related technical field required
? 5+ years of experience in software development, with at least 12 years in a manufacturing, robotics, or 3D graphics setting
? Open-source contributions to slicing software or experience building AM/CAM toolchains is a plus
Physical Requirements and Work Environment:
? Primarily office/lab-based with some machine interaction
? Must be able to occasionally inspect physical parts or collaborate with operators near equipment
#SPCareers
At USAA, our mission is to empower our members to achieve financial security through highly competitive products, exceptional service and trusted advice. We seek to be the #1 choice for the military community and their families.
Embrace a fulfilling career at USAA, where our core values - honesty, integrity, loyalty and service - define how we treat each other and our members. Be part of what truly makes us special and impactful.
The Opportunity
We are seeking a credentialed actuary to join our Property Loss Reserving and Reserving Development team . This Actuary will leverage advanced knowledge of Loss Reserving techniques and Claims Analytics insights to explain drivers of loss trends.
We offer a flexible work environment that requires an individual to be in the office 4 days per week. This position is based in San Antonio, TX. Relocation assistance is available for this position.
What you'll do:
* Applies advanced actuarial knowledge to complete broad and complex projects (e.g., evaluates and selects methodology to price new discount/endorsement for countrywide rollout; develops alternative methodologies to comply with complex regulatory requirements; selects metrics and designs processes to monitor model performance; translates business problems into technical requirements and performs required analysis to develop solutions; independently runs catastrophe models and interprets and communicates results to support critical business activities, while enhancing the control environment as needed.
* Utilizes advanced actuarial, mathematical, or statistical techniques to augment actuarial work product.
* Leads special actuarial projects, such as the development of new methodologies or reporting tools.
* Trains new team members on the theory and mechanics of relevant actuarial methodologies.
* Applies deep understanding of products supported, stakeholders' needs, and industry trends to solve unstructured business problems.
* Identifies and anticipates compliance gaps and process improvements; recommends and develops solutions to mitigate risk.
* Represents Actuary in cross-functional efforts.
* Develops written communication and presentations that effectively convey data-driven solutions to broad audiences, including cross-functional executive leadership.
* Ensures risks associated with business activities are effectively identified, measured, monitored, and controlled in accordance with risk and compliance policies and procedures.
What you have:
* Bachelor's degree; OR 4 years of related Actuarial/business/analytical experience (in addition to the minimum years of experience required) may be substituted in lieu of degree.
* 4 years of Actuarial or analytical business experience.
* Associate of the Casualty Actuarial Society (ACAS) Credential.
* Demonstrated advanced skills with relevant actuarial, mathematical, and statistical techniques and approaches used to support fact-based decision-making.
* Advanced knowledge of data analysis tools, data visualization, developing analysis queries and procedures in Python, R, SQL, SAS, BI tools or other analysis software, and relevant industry data & methods and ability to connect external insights to business problems.
* Demonstrated experience communicating complex solutions and analysis to both technical and nontechnical audiences, including executive leadership.
What sets you apart:
* Experience performing Loss Reserve analysis and working in Loss Reserving software (i.e. ResQ, Arius etc.).
* US military experience through military service or a military spouse/domestic partner
Compensation range: The salary range for this position is: $127,310 - $229,160 .
USAA does not provide visa sponsorship for this role. Please do not apply for this role if at any time (now or in the future) you will need immigration support (i.e., H-1B, TN, STEM OPT Training Plans, etc.).
Compensation: USAA has an effective process for assessing market data and establishing ranges to ensure we remain competitive. You are paid within the salary range based on your experience and market data of the position. The actual salary for this role may vary by location.
Employees may be eligible for pay incentives based on overall corporate and individual performance and at the discretion of the USAA Board of Directors.
The above description reflects the details considered necessary to describe the principal functions of the job and should not be construed as a detailed description of all the work requirements that may be performed in the job.
Benefits: At USAA our employees enjoy best-in-class benefits to support their physical, financial, and emotional wellness. These benefits include comprehensive medical, dental and vision plans, 401(k), pension, life insurance, parental benefits, adoption assistance, paid time off program with paid holidays plus 16 paid volunteer hours, and various wellness programs. Additionally, our career path planning and continuing education assists employees with their professional goals.
For more details on our outstanding benefits, visit our benefits page on .
Applications for this position are accepted on an ongoing basis, this posting will remain open until the position is filled. Thus, interested candidates are encouraged to apply the same day they view this posting.
USAA is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.
Why USAA?
At USAA, our mission is to empower our members to achieve financial security through highly competitive products, exceptional service and trusted advice. We seek to be the #1 choice for the military community and their families.
Embrace a fulfilling career at USAA, where our core values – honesty, integrity, loyalty and service – define how we treat each other and our members. Be part of what truly makes us special and impactful.
The Opportunity
We are seeking a credentialed actuary to join our Property Loss Reserving and Reserving Development team. This Actuary will leverage advanced knowledge of Loss Reserving techniques and Claims Analytics insights to explain drivers of loss trends.
We offer a flexible work environment that requires an individual to be in the office 4 days per week. This position is based in San Antonio, TX. Relocation assistance is available for this position.
What you'll do:
- Applies advanced actuarial knowledge to complete broad and complex projects (e.g., evaluates and selects methodology to price new discount/endorsement for countrywide rollout; develops alternative methodologies to comply with complex regulatory requirements; selects metrics and designs processes to monitor model performance; translates business problems into technical requirements and performs required analysis to develop solutions; independently runs catastrophe models and interprets and communicates results to support critical business activities, while enhancing the control environment as needed.
- Utilizes advanced actuarial, mathematical, or statistical techniques to augment actuarial work product.
- Leads special actuarial projects, such as the development of new methodologies or reporting tools.
- Trains new team members on the theory and mechanics of relevant actuarial methodologies.
- Applies deep understanding of products supported, stakeholders’ needs, and industry trends to solve unstructured business problems.
- Identifies and anticipates compliance gaps and process improvements; recommends and develops solutions to mitigate risk.
- Represents Actuary in cross-functional efforts.
- Develops written communication and presentations that effectively convey data-driven solutions to broad audiences, including cross-functional executive leadership.
- Ensures risks associated with business activities are effectively identified, measured, monitored, and controlled in accordance with risk and compliance policies and procedures.
What you have:
- Bachelor’s degree; OR 4 years of related Actuarial/business/analytical experience (in addition to the minimum years of experience required) may be substituted in lieu of degree.
- 4 years of Actuarial or analytical business experience.
- Associate of the Casualty Actuarial Society (ACAS) Credential.
- Demonstrated advanced skills with relevant actuarial, mathematical, and statistical techniques and approaches used to support fact-based decision-making.
- Advanced knowledge of data analysis tools, data visualization, developing analysis queries and procedures in Python, R, SQL, SAS, BI tools or other analysis software, and relevant industry data & methods and ability to connect external insights to business problems.
- Demonstrated experience communicating complex solutions and analysis to both technical and nontechnical audiences, including executive leadership.
What sets you apart:
- Experience performing Loss Reserve analysis and working in Loss Reserving software (i.e. ResQ, Arius etc.).
- US military experience through military service or a military spouse/domestic partner
Compensation range: The salary range for this position is: $127,310 - $229,160.
USAA does not provide visa sponsorship for this role. Please do not apply for this role if at any time (now or in the future) you will need immigration support (i.e., H-1B, TN, STEM OPT Training Plans, etc.).
Compensation: USAA has an effective process for assessing market data and establishing ranges to ensure we remain competitive. You are paid within the salary range based on your experience and market data of the position. The actual salary for this role may vary by location.
Employees may be eligible for pay incentives based on overall corporate and individual performance and at the discretion of the USAA Board of Directors.
The above description reflects the details considered necessary to describe the principal functions of the job and should not be construed as a detailed description of all the work requirements that may be performed in the job.
Benefits: At USAA our employees enjoy best-in-class benefits to support their physical, financial, and emotional wellness. These benefits include comprehensive medical, dental and vision plans, 401(k), pension, life insurance, parental benefits, adoption assistance, paid time off program with paid holidays plus 16 paid volunteer hours, and various wellness programs. Additionally, our career path planning and continuing education assists employees with their professional goals.
For more details on our outstanding benefits, visit our benefits page on .
Applications for this position are accepted on an ongoing basis, this posting will remain open until the position is filled. Thus, interested candidates are encouraged to apply the same day they view this posting.
USAA is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.
Why USAA?
At USAA, our mission is to empower our members to achieve financial security through highly competitive products, exceptional service and trusted advice. We seek to be the #1 choice for the military community and their families.
Embrace a fulfilling career at USAA, where our core values – honesty, integrity, loyalty and service – define how we treat each other and our members. Be part of what truly makes us special and impactful.
The Opportunity
We are seeking a credentialed actuary to join our Property Loss Reserving and Reserving Development team. This Actuary will leverage advanced knowledge of Loss Reserving techniques and Claims Analytics insights to explain drivers of loss trends.
We offer a flexible work environment that requires an individual to be in the office 4 days per week. This position is based in San Antonio, TX. Relocation assistance is available for this position.
What you'll do:
- Applies advanced actuarial knowledge to complete broad and complex projects (e.g., evaluates and selects methodology to price new discount/endorsement for countrywide rollout; develops alternative methodologies to comply with complex regulatory requirements; selects metrics and designs processes to monitor model performance; translates business problems into technical requirements and performs required analysis to develop solutions; independently runs catastrophe models and interprets and communicates results to support critical business activities, while enhancing the control environment as needed.
- Utilizes advanced actuarial, mathematical, or statistical techniques to augment actuarial work product.
- Leads special actuarial projects, such as the development of new methodologies or reporting tools.
- Trains new team members on the theory and mechanics of relevant actuarial methodologies.
- Applies deep understanding of products supported, stakeholders’ needs, and industry trends to solve unstructured business problems.
- Identifies and anticipates compliance gaps and process improvements; recommends and develops solutions to mitigate risk.
- Represents Actuary in cross-functional efforts.
- Develops written communication and presentations that effectively convey data-driven solutions to broad audiences, including cross-functional executive leadership.
- Ensures risks associated with business activities are effectively identified, measured, monitored, and controlled in accordance with risk and compliance policies and procedures.
What you have:
- Bachelor’s degree; OR 4 years of related Actuarial/business/analytical experience (in addition to the minimum years of experience required) may be substituted in lieu of degree.
- 4 years of Actuarial or analytical business experience.
- Associate of the Casualty Actuarial Society (ACAS) Credential.
- Demonstrated advanced skills with relevant actuarial, mathematical, and statistical techniques and approaches used to support fact-based decision-making.
- Advanced knowledge of data analysis tools, data visualization, developing analysis queries and procedures in Python, R, SQL, SAS, BI tools or other analysis software, and relevant industry data & methods and ability to connect external insights to business problems.
- Demonstrated experience communicating complex solutions and analysis to both technical and nontechnical audiences, including executive leadership.
What sets you apart:
- Experience performing Loss Reserve analysis and working in Loss Reserving software (i.e. ResQ, Arius etc.).
- US military experience through military service or a military spouse/domestic partner
Compensation range: The salary range for this position is: $127,310 - $229,160.
USAA does not provide visa sponsorship for this role. Please do not apply for this role if at any time (now or in the future) you will need immigration support (i.e., H-1B, TN, STEM OPT Training Plans, etc.).
Compensation: USAA has an effective process for assessing market data and establishing ranges to ensure we remain competitive. You are paid within the salary range based on your experience and market data of the position. The actual salary for this role may vary by location.
Employees may be eligible for pay incentives based on overall corporate and individual performance and at the discretion of the USAA Board of Directors.
The above description reflects the details considered necessary to describe the principal functions of the job and should not be construed as a detailed description of all the work requirements that may be performed in the job.
Benefits: At USAA our employees enjoy best-in-class benefits to support their physical, financial, and emotional wellness. These benefits include comprehensive medical, dental and vision plans, 401(k), pension, life insurance, parental benefits, adoption assistance, paid time off program with paid holidays plus 16 paid volunteer hours, and various wellness programs. Additionally, our career path planning and continuing education assists employees with their professional goals.
For more details on our outstanding benefits, visit our benefits page on .
Applications for this position are accepted on an ongoing basis, this posting will remain open until the position is filled. Thus, interested candidates are encouraged to apply the same day they view this posting.
USAA is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.
