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The Advanced Aortic Imaging for Clinical and Translational Research (AAI-CTR) lab at UW–Madison is hiring a Postdoctoral Research Associate to develop and validate next-generation imaging biomarkers for aortic disease. If you want your algorithms to change how patients are monitored and treated, not just generate papers (although there is plenty of that too), this is the role.
Why This Lab:
Our group has built several image analysis techniques that have completely changed how we view aortic disease. Specifically, vascular deformation mapping (VDM) is a technique that detects aortic deformation patterns invisible to conventional diameter measurement, and we are actively translating it from research tool to clinical product. Our work sits at the intersection of deep learning, image registration, and clinical decision-making, with active industry partnerships aimed at commercializing the methods we develop. Former trainees have moved into competitive industry positions, co-developed new IP, and gone on to train at other top-tier programs. This is a lab where technical innovation and clinical impact are not separate goals.
What You’ll Do:
Algorithm & Pipeline Development
- Design, train, and validate DL/ML models for aortic CT and MRI (segmentation, registration, shape/growth modeling, VDM pipelines).
- Build and optimize image-based pipelines for longitudinal aortic surveillance using large, multi-center datasets.
- Benchmark algorithms against clinical reference standards; lead external validation and reproducibility testing.
Clinical Translation
- Collaborate directly with cardiovascular surgeons, cardiologists, and radiologists to define clinically meaningful performance targets.
- Advance investigational tools toward real-world use: workflow integration, reliability testing, and documentation aligned with regulatory and commercial pathways.
- Apply novel analysis methods to large patient populations (UW and multi-center cohorts) to generate evidence that supports clinical adoption.
Data & Project Leadership
- Curate, organize, and manage large clinical imaging datasets and associated outcomes data.
- Mentor and collaborate with trainees across clinical, engineering, and physics backgrounds.
- Lead manuscript preparation, conference abstracts, and presentations; build your independent publication record.
Required Qualifications
- Ph.D. (or equivalent) in Biomedical Engineering, Electrical/Computer Engineering, Computer Science, Medical Physics, or a closely related quantitative field.
- Hands-on experience with medical image analysis on CT and/or MRI.
- Strong AI/DL skill set: proficiency in Python and common ML/DL frameworks (PyTorch, TensorFlow); experience training and evaluating models on large imaging datasets.
- Experience with core medical imaging tasks: segmentation, registration, or 3D model/shape analysis, transfer learning. Interest in deformation or longitudinal analysis is a plus.
- Track record of scientific productivity (peer-reviewed publications, conference papers) and strong written/oral communication.
- Genuine interest in clinical translation, meaning building tools clinicians will actually use, not just publishing methods papers.
Preferred
- Prior work with vascular or cardiovascular imaging (aorta, aneurysm/dissection, cardiac CT/MR).
- Experience with image registration or statistical shape/deformation modeling.
- Familiarity with database tools and good data engineering practices for imaging research.
- Comfort working in multi-disciplinary teams and collaborating closely with clinicians.
- Creative, independent problem-solving mindset: able to prototype, test, and iterate quickly.
Commitment & Environment
We are looking for someone who can commit to at least 18–24 months. Meaningful translational research takes time: developing a method, validating it rigorously, and publishing the results is not a short-term endeavor. In return, you will work in a highly collaborative environment spanning Radiology, Surgery, Cardiology, and Medical Physics at UW–Madison, with direct access to large clinical datasets and a PI who is invested in your long-term career trajectory.
Work Authorization
Candidates who already hold valid U.S. work authorization are preferred, including F-1 OPT and STEM OPT. We are open to sponsoring H-1B visas for exceptional candidates, though candidates who do not require immediate employer-sponsored work authorization will have an advantage given current processing timelines.
Hi ,
Greetings from Quantum World IT!
I’m currently hiring for Business Object / Tableau developer at Westlake, TX. Please find the job description mentioned below and revert me with the copy of your updated resume if this works for you..
Position: Business Object / Tableau developer
Location: Westlake, TX (5 days onsite)
Type of hire: FTE
Project: Migration of legacy Business Objects (BO) reports to modern Tableau dashboards as part of enterprise modernization from legacy reporting systems to future state analytics.
ROLE SUMMARY
- We are looking for a highly skilled Senior Associate with strong experience in Business Objects (BO) reporting, Tableau development, and enterprise-scale migration projects. This role will support the end-to-end migration of reporting assets from a legacy BO environment into a modern Tableau based analytics platform.
- The ideal candidate is hands-on with strong analytical skills, deep understanding of reporting ecosystems, and experience translating legacy semantic layers and universes into scalable, efficient Tableau dashboards.
- For the senior BO would say the current description for 7+ years’ experience is the minimum we should consider for the lead position. This effort will require coordination with several teams so want to stress the point called out around prior experience leading similar efforts in end-to-end migration.
- This effort would involve migrating/modernizing both BO and Tableau reports, not necessarily one to the other. There is a large BO footprint that will remain in BO with focus on updating those universes and migrating/certifying the associated reports. We are looking for someone with robust understanding of BO Universes and semantic modeling to lead here.
- Separately, there is another reporting footprint in Tableau, including supporting Alteryx workflows, that we are also migrating. Experience with both tools will be required which is called out well; any experience with Alteryx or similar GUI tools will be a plus.
- To clarify this is the next stage of the EAP modernization the teams have been engaged on, as we are modernizing our underlying data landscape, the business is not anticipating much change to the report layer, however.
- We should also add a section that includes data certification of reports, experience working with stakeholders and building confidence that their reports tie out will be critical.
KEY RESPONSIBILITIES
1. BO to Tableau Migration
- Analyze existing BO reports, universes, SQL, and semantic layers.
- Reverse engineer and document business logic, KPIs, data rules used in legacy BO reports.
- Re design and develop equivalent or improved Tableau dashboards aligning with future state architecture.
- Validate data output between legacy and Tableau reports to ensure functional parity.
2. Tableau Development/Analysis
- Develop dashboards using Tableau Desktop & Tableau Server/Cloud.
- Optimize dashboards for performance, scalability, and user experience.
- Build reusable data sources, extract strategies, filters, parameters, and advanced calculations.
- Implement row level security, governance standards, and publishing workflows.
3. Data Analysis & ETL Alignment
- Work with ETL/Data Engineering teams to validate underlying data pipelines and required transformations.
- Identify gaps in source data, logic, and mappings during migration.
- Collaborate on designing new data models aligned to future-state architecture.
4. Migration Planning & Execution
- Assess migration complexity across BO inventory and classify reports for rewrite/enhancement.
- Build migration templates, design patterns, and standardization frameworks.
- Assist in phasing, prioritization, and cutover planning.
- Support UAT cycles and defect resolution.
5. Stakeholder Collaboration
- Work closely with business SMEs, data owners, ETL teams, QA and product managers.
- Conduct requirement workshops and sign off sessions for migrated dashboards.
REQUIRED SKILLS & EXPERIENCE
Technical Skills
- 7+ years of experience in BI/reporting tools
- Strong hands-on expertise in Business Objects (WebI, Designer, BO Universes, BO Reports)
- 5+ years in Tableau Desktop & Tableau Server/Cloud
- Strong SQL skills on Oracle / SQL Server / Snowflake
- Experience rewriting BO logic → Tableau (calculated fields, LODs, parameters, filters, aggregations)
- Good understanding of ETL workflows, data models, data quality validation
- Ability to optimize Tableau dashboards for performance
Migration Experience
- Must have worked on at least one end to end migration from:
- BO → Tableau, or any legacy BI → modern BI migration
- Experience mapping BO universes to Tableau data models
- Experience reconciling legacy KPIs with new data models
Thanks & Regards,
Sagar Mishra
Recruitment Lead
Quantum World Technologies Inc.
4281 Katella Ave, Suite # 102, Los Alamitos, CA, 90720
E:
Technical Program Manger
6 Month Contract role
PST- Remote- Tier 2/3 Locations
Work hours- Pacific
Payrate- $50/hr on W2 max
Role Overview: You’ll work on and lead sophisticated cross-organizational programs working with partners to build roadmaps, plan requirements, manage timelines, identify risks, and communicate clearly with cross-functional partners across the company.
Must have skills:
• Working in Agile and scrum methodologies.
• Working at the intersection of engineering and product launch web applications/products.
• Agile and planning tools: Jira (Must have) Nice to haves include JQL, Airtable, , SQL, Tablu, Jellyfish and other analytic tools.
Note: This worker needs to have skillsets/experience in a software environment. If their skillset is primarily in a hardware product environment, then they are not the candidate we are looking for
Interview process:
• 30 min filter interview with Hiring manager
• 45-60 min panel interview with 2 team members to cover TPM skillset
You’ll work on and lead sophisticated cross-organizational programs working with partners to build roadmaps, plan requirements, manage timelines, identify risks, and communicate clearly with cross-functional partners across the company.
We are looking for a diligent, self-organized, and motivated individual with the ability to work independently through everyday tasks and challenges. Candidate must have knowledge of product lifecycle management and experience in agile execution. In addition, it is important for this role to have technical knowledge to be able to influence and lead technical programs.
Successful candidate must be at ease working in a cross-functional and globally distributed team with high emphasis on successful and timely delivery. The team is committed to diversity and inclusion, we love connecting people from different backgrounds, perspectives and geographies!
Responsibilities:
· Define program objectives with key business partners, key products to be delivered and develop project specifications, agree project plan baseline including scope, key activities, deliverables, resource requirements, dependencies, time and constraints.
· Partner with engineering and product leaderships to drive consistency in delivering quality products through agile processes at scale
· Set up roadmaps, project plans and schedules.
· Manage relationships amongst key partners by building confidence and trust with clear professional communications on all management levels and assured expectation management.
· Drive program execution; track delivery; expect, monitor and control change, own scope management and risk management; proactively seek and resolve blockers through effective collaboration.
· Conduct progress reviews to assess project outcomes, build confidence that projects will deliver to time, budget and agreed standards. Provide timely, consistent and accurate reporting of the status of initiatives to stakeholders. Develop and deliver necessary presentations including supporting documentation to all levels throughout the organization.
Basic Qualifications:
· BA/BS degree required (technical degree preferred).
· At least 6 years of experience with program management ( technical preferred).
· Strong process orientation as well as business acumen and communication skills.
Essential Skills Required:
· Experience moving technical or engineering programs and products from inception to delivery
· Good stakeholder management skills across all levels of hierarchy
· Good knowledge in simplifying/automating ways of working
· Proficient in analytical and problem-solving skills.
· Experience with collaboration, planning and project management tools (e.g. Airtable, JIRA, Confluence, dashboarding with queries and rich filters).
· Deep knowledge of product lifecycle management.
· Extreme attention to detail and precision in producing quality output.
· Proficient use of Google Office Suite (Docs, Sheets, and Slides)
Bonus Skills:
· Background in digital marketing domain or technology
· Scrum, Agile or Lean certification(s)
Title: Business Development Manager, Pittsburgh, PA
Location: Field Based – Pittsburgh Area
About Us:
Brookaire is a leading company specializing in the Manufacturing and Distribution of Air Filters. We are dynamic, fast-paced, and customer oriented. As one of the top resources to find HVAC Air Filters and Belts, we constantly strive to understand our customer’s needs, position our products and services to meet those needs. Brookaire’s employees are committed to a culture of continuous improvement, in view of meeting the high demands of our customers. As we continue to grow, we are seeking a skilled and motivated Business Development Manager to join our team.
Job Summary:
The Business Development Manager will be responsible for driving business growth and fostering strategic partnerships for Brookaire in the Pittsburgh and surrounding markets. This role requires a dynamic individual who can identify and pursue new business opportunities, develop and maintain client relationships, and contribute to the overall success of our company. The ideal candidate will have a proven track record of achieving sales targets, exceptional communication and negotiation skills, and a strong business acumen within the Pittsburgh area.
Key Responsibilities:
- Identify and pursue new business opportunities through face to face selling and phone outreach.
- Develop and maintain strong relationships with existing customer base. Identify areas of growth and flag areas of concern / decline.
- Create and implement effective strategies to drive growth and increase revenue for Key Accounts.
- Meet and exceed sales targets and objectives including Phone Calls and Customer visits.
- Develop and deliver compelling sales presentations and proposals to potential clients.
- Negotiate and close business deals while ensuring profitability and client satisfaction.
- Collaborate with cross-functional teams to develop and execute initiatives.
- Monitor market trends and competitor activities to identify business opportunities and potential risks.
- Provide accurate sales forecasts and report back regularly to management.
- Attend industry conferences, trade shows, and networking events to promote Brookaire's services.
Qualifications:
Requirements:
- High School Education. Bachelor's degree is a plus.
- Proven track record of at least 3 years of successful business development or sales experience.
- Excellent communication and presentation skills, with the ability to influence and negotiate effectively.
- Exceptional interpersonal and relationship-building skills.
- Results-driven with a demonstrated ability to meet and exceed sales targets.
- Strong analytical and problem-solving abilities.
- Ability to work independently and collaboratively as part of a team.
- Proficiency in Microsoft Office Suite and CRM software.
- Willingness to travel for client meetings and industry events.
What you can expect
- Autonomy to do your job provided it is within budget and aligned with department objectives
- Support & guidance from management
- Tools, equipment, training and other resources needed to carry out your job
Your success will be driven by your demonstration of our core values:
- Customer First - We make life easy for the customer and always go the extra mile. We believe if you give service, you get the business.
- Loyal - Loyal to ourselves, to our team members and to the company.
- Accountable - Excellence in accountability leads to excellence in results.
- Professional - We understand the key to quality and efficiency is professionalism.
Your Application:
Brookaire offers a comprehensive benefit plan including medical, dental and vision benefits that is generously subsidized along with a competitive PTO package, Profit Sharing and 401K matching. If you meet the requirements of this opportunity, are aligned with our core values, we encourage you to apply now. Come join one of the fastest growing companies servicing the HVAC industry today!
Disclaimers:
- Brookaire does not accept unsolicited third-party resumes.
- Brookaire is an Equal Opportunity Employer/Disabled/Veterans
- Brookaire is also committed to providing access and reasonable accommodations in its application process for individuals with disabilities and encourages applicants with disabilities to request any needed accommodation(s) using the contact information below.
- Brookaire is an E-Verify Employer.
Position Summary
REMAX is seeking a detail-oriented Customer Experience (CX) Specialist. This position provides essential operational support to the CX team and plays a key role in ensuring surveys, reporting, documentation, and communications run smoothly. This role builds and tests surveys in Qualtrics, maintains recurring event-survey reporting, manages content on the CX SharePoint site, supports internal communications, and ensures high-quality execution of CX programs.
The ideal candidate is detail-oriented, organized, tech‑savvy, and energized by supporting work that improves customer insight and customer outcomes.
Key Responsibilities
Reporting & Analytics Support
- Refresh recurring reports (e.g., event or post‑interaction surveys) following established templates and processes.
- Perform initial QA on reporting data:
- Validate counts, filters, segments, and date ranges
- Confirm trends look accurate and consistent with prior data
- Distribute dashboards or summary updates according to cadence and stakeholder lists.
- Maintain trackers for survey performance, response rates, and reporting schedules.
Internal Communications Support
- Draft internal update emails, release notes, and announcements related to surveys, reporting cycles, and CX program changes.
- Post communications to SharePoint, Teams channels, or distribution lists.
- Support the CX Analysts with preparation of content for readouts, workshops, and presentations.
- Serve as the primary maintainer of the CX SharePoint site.
- Update pages, upload new materials, archive outdated content, and maintain clean structure and version control.
- Manage SharePoint permissions according to governance standards.
Program Support & Coordination
- Assist with preparation for CX workshops, including journey mapping, persona sessions, and insight readouts.
- Take notes, prepare artifacts, and handle logistics (invites, room setup, virtual tools).
- Maintain CX team calendars, project trackers, and documentation repositories.
- Support ad hoc tasks across the CX program portfolio.
Qualtrics Survey Management
- Build surveys in Qualtrics using approved instruments, applying appropriate logic, embedded data, branching, and branding.
- Conduct end-to-end QA and testing.
- Manage survey versions, change logs, and launch schedules.
- Troubleshoot issues and escalate to the CX Analysts or Director when needed.
Agent Recruitment Resource
- Engage, and build relationships with potential new REMAX agents through personalized, high-touch recruitment strategies.
- Serve as the primary point of contact for candidates, guiding them through the recruitment process with professionalism and attention to detail.
- Conduct discovery meetings, explain the REMAX value proposition, and address candidate questions and concerns.
- Collaborate with the Marketing and Education teams to ensure alignment on recruitment goals and processes.
Qualifications
Education & Experience
- Bachelor’s degree in Business Administration, Data Analytics, Marketing, Customer Experience, or a related field.
- Experience in process design, development and improvement.
- 1–2 years of experience in coordination, project support, operations, research, marketing, or related field.
Skills & Competencies
- Strong analytical and problem-solving skills with a focus on translating data into actionable insights.
- Familiarity with CRM tools like Salesforce or Zendesk.
- Excellent communication skills, both written and verbal, to present data insights effectively to stakeholders.
- Strong organizational skills and ability to manage multiple projects simultaneously.
Personal Attributes
- Customer-focused mindset with a passion for improving experiences and delivering value.
- Detail-oriented and curious, with a drive to uncover root causes and solutions.
- Collaborative team player who thrives in a dynamic, fast-paced environment.
Hire Range/Rate:
$55,000 - $62,000
Actual compensation offered to candidate will be finalized at offer and may be above or below the posted range due to skill level, experience, industry specific knowledge, education/certifications, or geographic location. The offer rate represents one component of the RE/MAX, LLC total compensation package. Employees will also receive a number of benefits as listed below. Other compensation for this position may include bonus eligibility.
- Competitive Medical, Dental, and Vision benefits
- Retirement plans with optimal company match
- Annual bonus/merit opportunity
- Educational Assistance
- Mental Health support program
- M.O.R.E. Events offered in-person and virtually
- Mentorship program
- Employee Resource Groups
- Community Engagement
- Diversity, Equity, and Inclusion
- Parenting
- Remote
- Women at REMAX
RE/MAX, LLC & Motto Mortgage
Now is your chance to become part of a world-class, industry leading organization. RE/MAX Holdings, Inc. is a business that builds businesses. We provide the tools, education and tech to our real estate network, which includes RE/MAX and Motto Mortgage franchises, agents, brokers, and consumers. Join us and build a career where your contribution is heard, your
RE/MAX Holdings, Inc. is proudly headquartered in Denver, Colorado. Certain roles may be location specific, however in addition to Colorado, we welcome qualified candidates in the following states: Arkansas, California, Florida, Georgia, Illinois, Massachusetts, Michigan, Ohio, and Texas!
RE/MAX Holdings, Inc. is proud to be an equal opportunity employer committed to diversity and inclusion, as well as non-discrimination in employment. All persons shall be afforded equal employment opportunity, and all qualified applicants receive consideration without regard to race, color, religion, gender, sexual orientation, national origin, age, veteran status, disability unrelated to performing the essential task of the job or other legally protected categories. In any materials you submit, you may redact or remove age-identifying information such as age, date of birth, or dates of school attendance or graduation. You will not be penalized for redacting or removing this information.
*As measured by transactions sides
Application Deadline: April 23, 2026
This role will be instrumental in leveraging data to drive strategic insights, optimize operations, and support innovation across our standards-based solutions. The ideal candidate will have a strong analytical mindset, experience with large datasets, and a passion for solving complex business problems using data.
ESSENTIAL DUTIES AND RESPONSIBILITIES
Other duties may be assigned.
- Design, develop, and deploy predictive and prescriptive models and machine learning algorithms using Microsoft Azure ML, Power Platform, Python, and other relevant tools
- Ability to drive unified data analytics (prescriptive and predictive), and leverage tools such as Power BI, Azure Synapse, OneLake.
- Collaborate with cross-functional technology, product, and business teams to understand data needs, translate them into algorithms and analytical solutions.Need to be able to deliver solutions to production.
- Demonstrated expertise in modeling of unstructured, semi-structured and structured data.
- Analyze large datasets to uncover trends, patterns, and insights that inform business decisions
- Visualize data insights using dashboards and reports to communicate findings to stakeholders.
- Present findings and recommendations to technical and non-technical audiences
- Provide technical direction and best practices for modeling, data engineering, and analytics
- Establish good data management practices including data governance and MDM.
- Establish standards for data quality, model validation, predictive and prescriptive analytics
- Stay current with industry trends, emerging technologies, and best practices in data science and analytics.
SUPERVISORY RESPONSIBILITIES
While this position may not initially have supervisory responsibilities, this role is expected to provide technical leadership in the area of data science and data analytics. This person is also be expected to collaborate across GS1 US and lead cross-functional teams as needed.
EDUCATION and/or EXPERIENCE
- Bachelor’s or Master’s degree in Data Science, Computer Science, Statistics, Mathematics, or related field is preferred
- 5+ years of hands-on experience with manipulating large data sets, identifying patterns, and developing inference and regression models that can be implemented. Digital supply chain and e-Commerce experience is strongly preferred
- 8+ years of programming including tools such as Power BI and languages such as Python, SPARK, SQL etc.
- Hands-on expertise in Microsoft Azure ecosystem including Azure ML, Fabric, Synapse Analytics, and Microsoft Power Platform
- Ability to lead complex projects, define analytical strategy, and mentor junior data scientists and engineers
- Data governance, security, and scalability skills
- Significant experience with supervised and/or unsupervised Machine Learning algorithms
- Experience with predictive and prescriptive analytics is a must
- NLP and Gen AI experience is preferred
- Demonstrated expertise in machine learning, deep learning and statistical modeling
- Knowledge of CI/CD pipelines for model deployment
- Familiarity with Microsoft Dynamics 365 and other business applications is a plus
- Exceptional storytelling with data and ability to translate complex data into actional insights
TRAVEL REQUIREMENTS
Up to 10%.
Locations: Boston | Chicago | Pittsburgh | New York | Brooklyn | Miami | Dallas | San Francisco | Seattle | Los Angeles | Manhattan Beach | Washington
Who We Are
Boston Consulting Group partners with leaders in business and society to tackle their most important challenges and capture their greatest opportunities. BCG was the pioneer in business strategy when it was founded in 1963. Today, we help clients with total transformation-inspiring complex change, enabling organizations to grow, building competitive advantage, and driving bottom-line impact.
To succeed, organizations must blend digital and human capabilities. Our diverse, global teams bring deep industry and functional expertise and a range of perspectives to spark change. BCG delivers solutions through leading-edge management consulting along with technology and design, corporate and digital ventures—and business purpose. We work in a uniquely collaborative model across the firm and throughout all levels of the client organization, generating results that allow our clients to thrive.
We Are BCG X
We’re a diverse team of more than 3,000 tech experts united by a drive to make a difference. Working across industries and disciplines, we combine our experience and expertise to tackle the biggest challenges faced by society today. We go beyond what was once thought possible, creating new and innovative solutions to the world’s most complex problems. Leveraging BCG’s global network and partnerships with leading organizations, BCG X provides a stable ecosystem for talent to build game-changing businesses, products, and services from the ground up, all while growing their career. Together, we strive to create solutions that will positively impact the lives of millions.
What You'll Do
About the AISI Fellowship
The Boston Consulting Group’s AI Science Institute (AISI) is launching a postdoctoral fellowship program designed to empower the next generation of applied science leaders. This elite, industry-adjacent program offers PhDs and early-career scientists the opportunity to work on some of the world’s most complex and high-impact scientific problems using cutting-edge AI, in collaboration with top-tier partners across aerospace, healthcare, energy, and materials science.
Fellows will operate at the intersection of foundational research, real-world deployment, and strategic impact, helping shape breakthrough workstreams with AISI partners.
Unlike traditional academic or big-tech postdocs, AISI fellows work on problems where the science, the data, and the deployment context are all partially undefined. Fellows are expected not only to advance models or methods, but to shape problem formulation, data strategy, and downstream impact alongside senior scientists, engineers, and industry leaders.
What You'll Bring
- Lead or contribute to multi-disciplinary research initiatives that apply machine learning, simulation, optimization, or GenAI to real-world scientific domains.
- Collaborate with BCG X teams and external stakeholders, including scientists, engineers, business leaders, to frame and solve complex technical problems.
- Author internal and external research outputs, with opportunities to publish in top journals or co-develop IP with partners.
- Design reproducible, scalable workflows that translate state-of-the-art models into practical tools for discovery and experimentation.
- Serve as a scientific ambassador across AISI projects, bringing rigor, creativity, and a passion for impact.
- Engage directly, as appropriate, with client or partner R&D teams to translate research insights into deployable solutions, with support from senior BCG X leaders.
- Contribute to AISI priority research themes, which may include (illustrative, non-exhaustive):
- AI-accelerated materials discovery and optimization
- Scientific foundation models (biology, chemistry, climate, or physical systems)
- Simulation-augmented learning (e.g., physics-informed ML, RL + simulators)
- Compute-enabling technologies (chip design, process optimization, algorithm–hardware co-design)
- Quantum algorithms and hybrid classical–quantum workflows
Who You'll Work With
Program Details
- Duration: 24 months, with possibility of transition into full-time role at BCG X.
- Mentorship: Each fellow will be paired with a senior advisor and a technical/scientific lead from BCG X and a partner institution.
- Resources: Full access to BCG’s infrastructure, compute resources, research datasets, and partner ecosystems.
- Compensation: Competitive salary aligned with industry postdoc benchmarks, plus support for publishing, conference travel, and IP generation. Fellows are encouraged to publish in top-tier venues unless constrained by client confidentiality or strategic IP considerations; in such cases, alternative external-facing research outputs (e.g., methods papers, open-source tools, or delayed publications) will be supported.
What Success Looks Like
By Month 6
- Leading or co-leading a defined AISI research workstream
- Delivering models, methods, or code integrated into an active project
- Establishing a clear publication and/or IP trajectory identified
By Month 12
- Producing at least one external-facing research output, such as a paper, preprint, workshop, or open-source contribution.
- Being recognized internally as a go-to contributor in a priority scientific domain.
- Actively collaborating with at least one external partner or client R&D team.
By Month 24
- Delivering multiple high-quality research outputs and/or patented IP.
- Establishing a clear path to a permanent role at BCG X or strong placement into a top-tier industry or research position.
Additional info
Why Join AISI?
- Work on projects that matter from geospatial intelligence to drug discovery to next-gen material discovery.
- Collaborate with leading researchers, product builders, and Fortune 500 clients shaping the frontier of AI-assisted scientific discovery.
- Design and explore high-upside ideas that align with your research vision and AISI’s strategic priorities.
- Help build the foundational talent model for AISI as it scales into a global scientific innovation engine.
What This Fellowship Is Not
- A traditional academic postdoc with a single PI and a narrowly defined research agenda.
- A consulting role focused on slide production or short-term delivery.
- A pure ML engineering role detached from scientific problem-solving.
How to Apply
- Submit your Resume/CV and a 1–2 page statement of interest attached to it (research background, domains of interest, and why AISI)
- Share any relevant links to publications, code, or personal projects
You must live within a reasonable commuting distance of your home office. As a member of that office, it is expected you will be in the office as directed. This role puts you on an accelerated path of personal and professional growth and development and so, at times, requires extended working hours. Our work often requires travel to client sites.
FOR U.S. APPLICANTS: BCG is an Equal Employment Opportunity employer and is committed to a policy of administering all employment decisions and actions without regard to race, national origin, religion, age, color, sex, sexual orientation, gender identity, disability, or protected veteran status, or any other characteristic protected by local, state, or federal laws, rules, or regulations. The first-year base compensation for this role is $158,400.At BCG, we are committed to offering a comprehensive benefit program that includes everything our employees and their families need to be well and live life to the fullest. We pay the full cost of medical, dental, and vision coverage for employees – and their eligible family members. * That’s zero dollars in premiums taken from employee paychecks. All our plans provide best in class coverage:
Zero-dollar ($0) health insurance premiums for BCG employees, spouses, and children
Low $10 (USD) copays for trips to the doctor, urgent care visits and prescriptions for generic drugs
Dental coverage, including up to $5,000 in orthodontia benefits
Vision insurance with coverage for both glasses and contact lenses annually
Reimbursement for gym memberships and other fitness activities
Fully vested Profit-Sharing Retirement Fund contributions made annually, whether you contribute or not, plus the option for employees to make personal contributions to a 401(k) plan
Paid Parental Leave and other family benefits such as elective egg freezing, surrogacy, and adoption reimbursement
Generous paid time off including 12 holidays per year, an annual office closure between Christmas and New Years, and 15 vacation days per year (earned at 1.25 days per month)
Paid sick time on an as needed basis
*Employees, spouses, and children are covered at no cost. Employees share in the cost of domestic partner coverage.
Boston Consulting Group is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, age, religion, sex, sexual orientation, gender identity / expression, national origin, disability, protected veteran status, or any other characteristic protected under national, provincial, or local law, where applicable, and those with criminal histories will be considered in a manner consistent with applicable state and local laws.
BCG is an E - Verify Employer. Click here for more information on E-Verify.
Join us and celebrate the beauty of human experience. Create for happier, healthier lives, with love for nature. Together, with our customers, we deliver food innovations, craft inspired fragrances and develop beauty and wellbeing solutions. There's much to learn and many to learn from, with more than 16,000 employees around the world to explore ideas and ambitions with.
In the USA, we develop, market and produce a wide array of solutions from our 25 most innovative sites, based across the country. Stretch your skills, create and get inspiration from passionate colleagues. Every day, your energy, your thirst for knowledge, and your creativity will shape our future, making a positive difference on billions of people. Every essence of you enriches our world. We are Givaudan. Human by nature.
As a Alcohol Production & Applications Technologist you will support Manufacturing, Creative/Applications Labs, and Production Planning by preparing colored and uncolored alcohol-based solutions; executing alcohol compounding activities; coordinating production scheduling; and ensuring batches meet customer, quality, and safety requirements.
You will provide technical support to production, ensures workflow efficiency, and maintains compliance with all regulatory and safety standards in a Class 1 Div 1 flammable compounding environment.
The position reports to the production manager.
Salary range for this position based on candidate experience: year.
Key Responsibilities
1. Alcohol Compounding & Batch Preparation (Coloring / Production Execution)
- Prepare alcohol batches to specification using visual color matching and colorimeter readings.
- Incorporate fragrance oils into hydro-alcoholic bases for evaluation, developmental work, pilots, and production batches.
- Maintain accurate batch records, sample retains, and all supporting documentation.
- Ensure proper handling of dyes, filters, raw materials, and flammable materials.
2. Production Scheduling & Workflow Coordination
- Develop and maintain the Alcohol Room production schedule.
- Partner with Planning and Customer Service to communicate schedule change needs and provide order status updates as requested.
- Coordinate workflow with Alcohol Room operators to maximize efficiency and meet customer deadlines.
- Manage inventory of alcohol production supplies; order materials such as filters, dyes, and lab equipment.
3. Lab & Applications Support
- Prepare solutions, color targets, and samples for R&D, Applications Lab, Creative Centers, and Sample Lab.
- Conduct stability testing, record results, and communicate findings to R&D.
- Support non-conformance investigations, ISO/PSM initiatives, and KPI data collection.
- Cover Sample Lab operations when required.
4. Training, Leadership & Cross-functional Support
- Train operators on alcohol manufacturing processes, safety practices, software systems, and equipment functionality.
- Assist Production Supervisors by guiding staff in GMPs, safety guidelines, procedures, and best practices.
- Provide feedback on performance to help support the review process.
5. Safety, Compliance & Continuous Improvement
- Ensure compliance with Class 1 Div 1 process safety requirements and all plant safety procedures.
- Support Lean initiatives and continuous improvement opportunities.
- Prepare documentation, labels, and shipping papers for alcohol-based materials.
Required Qualifications
- 5+ years of experience in fragrance/alcohol manufacturing or equivalent compounding experience.
- Strong understanding of flammable compounding safety requirements.
- Familiarity with fragrance raw materials, ATF procedures, and proper material-handling techniques.
- Proficiency in spreadsheets, database systems, and applications such as CMS, LCMS, MWS, and SAP.
- Ability to work in a fast-paced, high-pressure manufacturing environment.
Benefits:
- Annual bonus.
- Comprehensive medical, dental, vision plans and a high matching 401k.
- Career Development Opportunities with access to many virtual learning sessions.
- International working environment.
- Quality of Life program.
#LI-Onsite
At Givaudan, you contribute to delightful taste and scent experiences that touch people's lives.
You work within an inspiring teamwork culture - where you can thrive, collaborate and learn from other talented and passionate people across disciplines, regions and divisions.
Every essence of you enriches our world.
Diversity of perspectives fuels innovation and fosters deeper connections with our employees, customers, and partners. At Givaudan, we are dedicated to cultivating an inclusive environment where every individual's voice is valued and has the power to shape our world. Join us in making a difference together.
Job Description
This position offers a unique opportunity to work on advanced projects at the intersection of AI, machine learning, computer vision, and multimodal learning, focusing on advancing the Large Language Models (LLMs). The successful candidate will work on pioneering research projects that push the boundaries of what AI can achieve, particularly in the domain of multimodal learning. You will have the opportunity to develop innovative algorithms and models that integrate multiple data modalities, collaborate with industry partners, and contribute to high-impact publications.
Job Responsibilities
1. Research and Innovation:Conduct cutting-edge research in AI, machine learning, and multimodal learning, with a focus on developing Large Language Models (LLMs) that process and generate multimodal data (text, audio, video, images).Explore and implement new algorithms and methodologies to enhance the performance of LLMs in various real-world applications.
2. Model Development and Optimization:Design, build, and fine-tune LLMs and other AI models to address complex challenges in multimodal learning.Develop scalable and efficient architectures for deploying models in real-world environments.
3. Collaboration and Industry Partnerships:Collaborate closely with industry partners to align research with practical applications, ensuring that developed models and solutions address real-world needs.Participate in cross-functional teams to apply research findings to industry-related projects.
4. Publishing and Dissemination:Prepare and publish high-quality research papers in top-tier journals and present findings at leading academic conferences.Contribute to technical reports and documentation for both academic and industry audiences.
5. Mentorship and Lab Contributions:Mentor graduate and undergraduate students in the lab, guiding them in research methods, experimental design, and technical skills. Contribute to the overall success of the lab by collaborating on ongoing projects and assisting with grant proposals and reports.
Minimum Qualification
Ph.D. from an accredited institution in Computer Science, Electrical and Computer Engineering, or a related field with a focus on AI, NLP (natural language processing), machine learning, or data science.
Preferred Qualifications
Expertise in Deep Learning and LLMs(Large Language Models): Knowledge in building applications and fine-tuning models like Llama 3, Gemma, Mistral AI, and others.
Multimodal Learning Experience: Demonstrated experience in integrating and processing multiple data modalities (text, audio, video, images) using AI/ML techniques.
Programming Proficiency: Strong programming skills in Python, with experience in deep learning frameworks such as TensorFlow, PyTorch, and associated libraries.
Research Excellence: Proven track record of publications in high-impact journals and conferences in relevant fields.
Collaborative Mindset: Ability to work effectively in a multidisciplinary team, with strong communication and leadership skills.
Department
Institute for Simulation and Training (IST) - EG OperationsWork Schedule
Monday to Friday; 8:00 AM to 5:00 PMType of Appointment
Fixed Term (Fixed Term)Expected Salary
$57,000.00 to NegotiableEqual Employment Opportunity Statement:
The University of Central Florida is an Equal Opportunity/Affirmative Action Employer including Disabled/Vets. Click on UCF's Equal Opportunity Statement to view the President's Statement.
The UCF affirmative action plans for qualified individuals with disabilities and protected Veterans are available for inspection in the Office of Institutional Equity, Monday through Friday, from 9:00 a.m. to 5:00 p.m., upon request.
As a Florida public university, UCF makes all application materials and selection procedures available to the public upon request.
The University of Central Florida is proud to be a smoke-free campus and an E-Verify employer.
LocationAtlanta, Georgia
Full/Part TimeFull-Time
Regular/TemporaryRegular
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About Us
Overview
Georgia Tech prides itself on its technological resources, collaborations, high-quality student body, and its commitment to building an outstanding and diverse community of learning, discovery, and creation. We strongly encourage applicants whose values align with our institutional values, as outlined in our Strategic Plan. These values include academic excellence, diversity of thought and experience, inquiry and innovation, collaboration and community, and ethical behavior and stewardship. Georgia Tech has policies to promote a healthy work-life balance and is aware that attracting faculty may require meeting the needs of two careers.
About Georgia Tech
Georgia Tech is a top-ranked public research university situated in the heart of Atlanta, a diverse and vibrant city with numerous economic and cultural strengths. The Institute serves more than 45,000 students through top-ranked undergraduate, graduate, and executive programs in engineering, computing, science, business, design, and liberal arts. Georgia Tech's faculty attracted more than $1.4 billion in research awards this past year in fields ranging from biomedical technology to artificial intelligence, energy, sustainability, semiconductors, neuroscience, and national security. Georgia Tech ranks among the nation's top 20 universities for research and development spending and No. 1 among institutions without a medical school.
Georgia Tech's Mission and Values
Georgia Tech's mission is to develop leaders who advance technology and improve the human condition. The Institute has nine key values that are foundational to everything we do:
1. Students are our top priority.
2. We strive for excellence.
3. We thrive on diversity.
4. We celebrate collaboration.
5. We champion innovation.
6. We safeguard freedom of inquiry and expression.
7. We nurture the wellbeing of our community.
8. We act ethically.
9. We are responsible stewards.
Over the next decade, Georgia Tech will become an example of inclusive innovation, a leading technological research university of unmatched scale, relentlessly committed to serving the public good; breaking new ground in addressing the biggest local, national, and global challenges and opportunities of our time; making technology broadly accessible; and developing exceptional, principled leaders from all backgrounds ready to produce novel ideas and create solutions with real human impact.
About Scheller College of Business
The Scheller College of Business' Full-time MBA Program is ranked #9 among public universities by Bloomberg BusinessWeek (2021) and U.S. News & World Report (2023). Georgia Tech is one of the nation's leading research universities and consistently ranks among the top public universities in the country. Atlanta is the 9th largest metropolitan area in the U.S. and serves as a cultural and economic hub for the region.
Job Summary
The Scheller College of Business at the Georgia Institute of Technology in Atlanta, Georgia, seeks applications for a research-focused Postdoctoral Fellow in Information Technology Management (ITM). The initial appointment is for one year and may be renewed for up to two years, depending on satisfactory performance. The postdoc can begin as soon as January 2026 or as late as August 2026 we are happy to accommodate the timeline that works best for the selected candidate.
The role involves close collaboration with the ITM area faculty on mutually selected research projects. Two preferred areas of focus for our group are:
Studying the application of LLMs in online multisided platforms, such as the design and optimization of LLM-powered advertising mechanisms, and strategic interaction between platform participants. We are particularly interested in how LLMs influence user engagement, attention allocation, and economic outcomes on digital platforms, including auction-based advertising markets and dynamic information environments.
Developing economic frameworks for data valuation and privacy in business applications, including topics such as federated learning, copyright-preserving generative models, data marketplace pricing, and incentive-compatible privacy mechanisms. This line of research aims to connect information economics, machine learning algorithms, and market design, to address practical concerns in decentralized data governance, trustworthy machine learning, and platform strategy.
Responsibilities
Responsibilities for this position include :
- Work on high-impact research projects, from conceptualization, data collection, and data analysis to manuscript preparation and publication.
- Teach one 3-credit course each year.
- Perform related services based on the needs of the ITM area
Required Qualifications
- A Ph.D. or equivalent degree in information systems, economics, management science, computer science, statistics, operations, or other related quantitative and/or social science domains
- The degree must completed by the position start date. For example, ABD (All but dissertation) candidates must have successfully defended their dissertation no later than July 1, 2026 for an August 1, 2026 start date.
- Strong analytical, quantitative, and communication skills.
Preferred Qualifications
- Knowledge in machine learning, generative models and LLM.
- Knowledge in data privacy technologies, including but not limited to federated learning, differential privacy, copyright preserving technologies in generative models.
- Knowledge in microeconomic theory, including but not limited to mechanism design, auction theory, game theory
- Prior teaching experience
Required Documents to Attach
Applicants should submit:
- A cover letter (please discuss research themes or topics that you'd like to pursue and any relevant research or industry experience)
- Your CV
- Names and contact information of three references as a single pdf file, and
- One published or working paper.
Review of applications will begin immediately and continue until the position is filled. To receive full consideration, please submit your application no later than 2
The selection process for the chosen candidates will include passing a pre-employment background screening, submission of transcripts, as well as other pre-employment documents once top candidates have been identified.
Questions can be sent to addressing Professor Mingxi Zhu or Professor Lizhen Xu
Knowledge, Skills, & Abilities
We welcome candidates with strong skills in areas including, but not limited to, analytical modeling; economic theory (such as game theory, mechanism design, and information design); and machine learning (including algorithm design, analysis, and generative models such as large language models). While a background in information systems is preferred, we also encourage applicants from related fields such as economics, computer science, operations research, and statistics. We are particularly interested in scholars who can integrate economic theory with computational approaches to address key challenges at the intersection of artificial intelligence, digital markets, and information technologies.
USG Core Values
The University System of Georgia is comprised of our 26 institutions of higher education and learning as well as the System Office. Our USG Statement of Core Values are Integrity, Excellence, Accountability, and Respect. These values serve as the foundation for all that we do as an organization, and each USG community member is responsible for demonstrating and upholding these standards. More details on the USG Statement of Core Values and Code of Conduct are available in USG Board Policy 8.2.18.1.2 and can be found on-line at policymanual/section8/C224/#p8.2.18_personnel_conduct.
Additionally, USG supports Freedom of Expression as stated in Board Policy 6.5 Freedom of Expression and Academic Freedom found on-line at policymanual/section6/C2653.
Equal Employment Opportunity
The Georgia Institute of Technology (Georgia Tech) is an Equal Employment Opportunity Employer. The Institute is committed to maintaining a fair and respectful environment for all. To that end, and in accordance with federal and state law, Board of Regents policy, and Institute policy, Georgia Tech provides equal opportunity to all faculty, staff, students, and all other members of the Georgia Tech community, including applicants for admission and/or employment, contractors, volunteers, and participants in institutional programs, activities, or services. Georgia Tech complies with all applicable laws and regulations governing equal opportunity in the workplace and in educational activities.
Equal opportunity and decisions based on merit are fundamental values of the University System of Georgia ("USG") and Georgia Tech. Georgia Tech prohibits discrimination, including discriminatory harassment, on the basis of an individual's race, ethnicity, ancestry, color, religion, sex (including pregnancy), national origin, age, disability, genetics, or veteran status in its programs, activities, employment, and admissions. Further, Georgia Tech prohibits citizenship status, immigration status, and national origin discrimination in hiring, firing, and recruitment, except where such restrictions are required in order to comply with law, regulation, executive order, or Attorney General directive, or where they are required by Federal, State, or local government contract.
Other Information
This is not a supervisory position.
This position does not have any financial responsibilities.
This position will not be required to drive.
This role is not considered a position of trust.
This position does not require a purchasing card (P-Card).
This position will not travel
This position does not require security clearance.
Background Check
Successful candidate must be able to pass a background check. Please visit employment/pre-employment-screening
Accommodations
Applicants with the need for an accommodation: Georgia Tech is committed to ensuring that its online applicant process provides an equal employment opportunity to all job seekers, including individuals with disabilities. If you believe you need a reasonable accommodation due to a disability to search for a job opening or submit an application, please call us at .
This line is designed to assist disabled job seekers whose disability prevents them from being able to apply online. Please do not use this number for non-disability-related inquiries. Only messages left for this purpose will be considered. A response to your request may take up to two business days.
Please note: Messages left for other purposes, such as following up on an application or non-disability-related technical issues, will not receive a response. Please review our FAQs for assistance with common questions.