Collaborative Filtering Algorithm Example Jobs Salary Jobs in Usa

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.

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.

• 
  
• 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.
  

• 
  
• 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.
  

• 
  
• 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.
  

• 
  
• 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.
  

• 
  
• 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.
  

• 
  
• 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

Work Schedule

Type of Appointment

Expected Salary

Equal 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.

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 the College of Computing at Georgia Tech

The College of Computing at the Georgia Institute of Technology (GT Computing) is a national and world leader in the creation of real-world computing breakthroughs that drive social and scientific progress. Our undergraduate program is ranked #5 and our graduate program #6 in the country by US News and World Report. GT Computing includes more than 200 faculty members in the schools of Computational Science and Engineering, Computer Science, Interactive Computing, Cybersecurity and Privacy, and Computing Instruction. Those faculty teach more than 15,000 students, including more than 10,000 in our groundbreaking Online Masters of Science in Computer Science (OMSCS) program. With an unconventional approach to education, GT Computing is defining the new face of computing by expanding the horizons of traditional computer science students through interdisciplinary collaboration and a focus on human-centered solutions. For more information about GT Computing, its academic divisions and research centers, please visit .

Atlanta, GA

The College of Computing (CoC) at the Georgia Institute of Technology (Georgia Tech) invites applications and nominations for two inaugural Krishna A. Bharat Professorships in Computational Journalism, at its campus in Atlanta, Georgia. The Bharat Professorships will further research and innovation that focuses on information access in the public sphere, exploring responsible, civic-minded approaches to computational journalism and civic technologies broadly. The chair is endowed by Krishna Bharat, a Georgia Tech doctoral alumnus in computer science and the founder of Google News.

The scope of this search is not limited to journalism as conventionally defined. It may include candidates whose backgrounds span a variety of fields that inform civic life - including communication, public policy, political science, statistics, and law - who have the ability to teach and mentor a student body and to promote an inclusive and welcoming educational and work environment. Examples of research might include (but are in no way limited to) understanding the impact of algorithmic recommendations on political discourse; exploring how AI and machine learning can support new models of journalism with a positive societal impact; analysis of court records at scale to understand the impact of new laws on legal outcomes; addressing the spread of misinformation and disinformation in social networks; using algorithms or computer simulations to study gerrymandering; or the role of information visualization to investigate and communicate complex information.

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.

We seek transformative scholars and leaders who can bring about a synergy of various multidisciplinary methods in computational research, in fostering collaboration between citizens, government entities, and other stakeholders, or in enhancing and improving civic engagement, governance, and the overall functioning of communities and societies.

The ideal candidate's research and teaching could encompass a broad range of solutions and approaches aimed to bridge the gap between citizens and government, creating a more transparent, responsive, and participatory democratic environment. They should have a demonstrated record of success as a respected researcher, academician, or professional in relevant areas, a sincere commitment to teaching, and a deep dedication to the ethos of service to an informed, diverse public. Applicants and nominees from computer science, information science, journalism, policy, law, communication, the media industry, and all related fields are welcome.

Applicants are expected to hold a terminal degree in their field and should have the ability to teach and mentor a student body.

Candidates for these endowed chair professorships must present qualifications suitable for appointment in one or more of the College of Computing's five schools (Interactive Computing; Cybersecurity and Privacy; Computer Science; Computational Science and Engineering; and Computing Instruction). Joint or adjunct appointments in other colleges may also be possible.

Application materials should be submitted via Academic Jobs Online ajo/jobs/31031. Candidates must include a curriculum vitae and a cover letter that addresses the applicant's contributions and vision for computational journalism and civic technology at Georgia Tech and beyond. Questions about the position or process, as well as confidential nominations for the position, can be emailed to the chair of the search committee, Dr. Keith Edwards: .

Preference will be given to applications submitted before January 15, 2026, but we will continue accepting applications until the position is filled.

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.

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 individuals 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.

For more details about the position, please visit: bharat-endowed-faculty-professorships.

Selection Procedure Applications will be screened, and those candidates whose backgrounds best match the requirements of the position will be invited to participate in a competitive examination process, which may include any combination of the following: Training & Experience evaluation (T&E), job-related performance exercise, and technical/oral appraisal interview.

Examination procedures are subject to change as deemed necessary by the Director of the Personnel Commission.

PUSD Classification Salary Range: $34.68
- $44.39 per hour Anticipated Hiring Salary Range: $34.68 per hour (step 1)
- $40.22 per hour (step 4) Candidates who pass all of the examination processes are ranked on an eligibility list according to their score(s).

Selection for the position will be made from among the top three (3) ranks of candidates.

The eligibility list will be used for hiring purposes in other vacancies in the same, or equivalent, job classification and will be active for six (6) months (Merit Rule 50.100.1).

The Current vacancy is 8 hours per day, 12 months per year, located at the Facilities, Maintenance, & Operations (FMO) Department.

PURPOSE STATEMENT: The job of Lead HVAC & Refrigeration Technician is done for the purposes of providing journey-level skilled work in the installation, maintenance, and repair of air conditioning, heating; installing, managing, and repairing chilled water systems, chillers, boilers; reviewing work requests; assigning and leading the work of other technicians; conducting scheduled maintenance and repair surveys; inspecting completed work; ensuring completion of projects in accordance with trade standards; providing information on the operation of HVAC systems; and supporting other skilled trades in completing work assignments.

This job reports to the Maintenance Supervisor.

ESSENTIAL FUNCTIONS: Analyzes blueprints, schematics, and drawings for existing and proposed HVAC systems for the purpose of identifying the location of new and existing systems and determining the efficient installation of additional equipment/systems.

Confers with immediate supervisor and assists with the coordination of day-to-day activities (e.g.

periodic lubrication; filter cleaning; changing belts, repairing system leaks, checking water tower components, trouble/issues phone call response, etc.) for the purpose of ensuring the proper and efficient maintenance and repair of District HVAC.

Coordinates with administration and other trades for the purpose of completing projects/work orders efficiently.

Coordinates personnel regarding procedures and/or status of work orders (e.g.

establishing work schedules, reviewing processes to be undertaken, etc.) for the purpose of providing direction and information for decision-making, taking appropriate action, and/or complying with health and safety regulations.

Diagnoses causes of problems and/or failures in heating/air conditioning (e.g.

blowers, filters, the flow of condenser water, water treatment system, variable air volume (VAV) systems, and pumps, etc.) for the purpose of identifying equipment and/or systems repair and replacement needs.

Installs electrical HVAC system components (e.g.

alarms, switches, timers, service disconnects, relay, controllers, variable frequency drive (VFD), etc.) for the purpose of providing enhanced and/or upgraded capabilities.

Estimates materials and/or equipment needed to initiate/complete work projects for the purpose of ensuring timely implementation and completion of projects.

Fabricates equipment parts (e.g drain pans, repiping, reducting, etc.) for the purpose of meeting specialty needs and/or replacing discontinued or unavailable parts.

Implements assigned programs and/or projects (e.g.

inspection schedules, preventive maintenance programs, new District projects, work orders, etc.) for the purpose of ensuring optimal HVAC operation and conformance to established guidelines.

Informs personnel regarding procedures and/or status of work orders for the purpose of providing information for making decisions, taking appropriate action, and/or complying with health and building regulations.

Inspects completed work (e.g.

heating units, building exhaust fans, ventilation units, repair of gas heaters and boilers, etc.) for the purpose of ensuring the quality of work standards are met and identifying preventive maintenance requirements.

Installs heating/air conditioning equipment and systems (e.g.

boilers, chilled water systems, etc.) for the purpose of providing enhanced and/or upgraded HVAC capabilities.

Maintains a variety of files and records (e.g.

time sheets, inventory, work orders, labor/material estimates, equipment repair manuals, service records, etc.) for the purpose of providing up-to-date references and audit trail.

Manages operation and performance records (e.g.

periodic lubrication schedules, heating and cooling performance, diagnosis of electrical systems, testing of refrigerant and condensation systems, etc.) for the purpose of ensuring timely review and assessment.

Monitors contract work (e.g.

coordination of contractor work schedules and performance, etc.) for the purpose of ensuring contract terms are fulfilled and work standards are met.

Oversees and coordinates assigned personnel regarding procedures, the status of work orders, and the day-to-day activities and operations (e.g.

establishing work schedules, reviewing processes to be undertaken, etc.) for the purpose of ensuring that assignments are completed in a safe, proper, and timely manner, maximizing the efficiency of the workforce.

Participates in meetings, workshops, and training (e.g.

new employee training, 3rd party contractor meeting, maintenance department meetings, etc.) for the purpose of conveying, gathering information, offering recommendations required to complete HVAC and training personnel.

Procures equipment and supplies (e.g.

overseeing inventory requirements, etc.) for the purpose of maintaining the availability of required items in order to complete jobs efficiently.

Responds to emergency situations during and after hours for the purpose of resolving immediate operational and safety concerns.

Tests and repairs heating and air conditioning systems and components; swimming pool equipment (e.g.

braze or solder tubing; charge systems with refrigerant gas; condensers, valves and coils, piping, boilers, air handlers, motors, etc.) for the purpose of providing solutions for HVAC system operation for a safe and comfortable work/learning environment.

OTHER FUNCTIONS: Performs other related duties as assigned for the purpose of ensuring the efficient and effective functioning of District’s HVAC and general maintenance.

EXPERIENCE: Job related experience with increasing levels of responsibility is required.

EDUCATION: No specific education is required.

EQUIVALENCY: Any combination equivalent to three (3) years of journey-level experience in the air conditioning, heating and refrigeration field, including one (1) year with the responsibility to lead/supervise the work of others.

SKILLS, KNOWLEDGE, AND ABILITIES: SKILLS are required to perform multiple, technical tasks with a need to occasionally upgrade skills in order to meet changing job conditions.

Specific skill-based competencies required to satisfactorily perform the functions of the job include: adhering to safety practices and procedures; analyzing data; diagnosing equipment malfunctions; estimating required resources; inspecting buildings and/or grounds; inspecting equipment; operating job-related equipment; preparing working drawings; reading blueprints and schematics; DDC programming and monitoring; and operating trade software.

KNOWLEDGE is required to perform basic math, including calculations using fractions, percents, and/or ratios; read technical information, compose a variety of documents, and/or facilitate group discussions; and analyze situations to define issues and draw conclusions.

Specific knowledge based competencies required to satisfactorily perform the functions of the job include: function and operation of heating, cooling; Direct Digital Controls (DDC); materials, tools, and methods used for repair; electrical and air conditioning terms and materials; principles of direction and training; indoor air monitoring equipment and interpretation of resulting data; standards for design and construction; air conditioning and heating codes; electrical and air conditioning systems, circuitry, terms, and materials; hazards and safety precautions; codes/laws/rules/regulations/policies; and school safety and security practices.

ABILITY is required to schedule activities, meetings, and/or events; gather, collate, and/or classify data; and consider a wide variety of factors when using equipment.

Flexibility is required to work with others in a variety of circumstances; work with data utilizing defined but different processes; and operate equipment using a variety of standardized methods.

Ability is also required to work with a wide diversity of individuals; work with a variety of data; and utilize a wide variety of types of job-related equipment.

Problem solving is required to analyze issues and create action plans.

Problem solving with data frequently requires independent interpretation of guidelines; and problem solving with equipment is moderate to significant.

Specific ability based competencies required to satisfactorily perform the functions of the job include: training and directing assigned staff; collaborating with staff, administration, contractors, and students; adapting to changing work priorities; dealing with frequent interruptions; displaying mechanical aptitude; meeting deadlines and schedules; organizing tasks; working as part of a team; working extended hours; heavy lifting; working with chemicals; working around and with machinery having moving parts; and working at heights.

RESPONSIBILITY: Responsibilities include working independently under broad organizational guidelines to achieve unit objectives; directing other persons within a small work unit; tracking budget expenditures.

Utilization of some resources from other work units is often required to perform the job's functions.

There is a continual opportunity to impact the organization’s services.

LICENSES AND OTHER REQUIREMENTS: Required Testing Certificates Pre-Employment Proficiency Test Type I and Type 2 EPA Technician Certification Valid Driver’s License Continuing Educ./Training Clearances Mandated Reporter Training Criminal Background Clearance Physical Capacities Test Clearance Fingerprinting and TB Clearance WORKING ENVIRONMENT: The usual and customary methods of performing the job's functions require the following physical demands: significant lifting, carrying, pushing, and/or pulling, frequent climbing and balancing, frequent stooping, kneeling, crouching, and/or crawling and some fine finger dexterity.

The job is performed under some temperature extremes and under conditions with some exposure to risk of injury and/or illness.

Indoor and outdoor work environment.

Driving a vehicle to conduct work.

Regular exposure to fumes, dust, and odors.

HAZARDS: Working around and with machinery having moving parts.

Working at heights.

Working with and or around high voltage.

Working with equipment operating under high pressure.

The Poway Unified School District (PUSD) is an equal opportunity employer/program and is committed to an active Nondiscrimination Program.

PUSD does not discriminate on the basis of race, color, national origin, sex, sexual orientation, ethnic group identification, ancestry, religion, gender, gender identification, mental or physical disability.

For more information, please contact the Title IX/Equity Compliance Officer, Associate Superintendent of Personnel Support Services, Poway Unified School District, 15250 Avenue of Science, San Diego, CA 92128-3406 Compensation details: 34.68-44.39 Hourly Wage PI1363adc7c9be-25448-39868182

Work Arrangement: Hybrid; on-site Tuesdays only. Local candidates only

Work Schedule: 25 – 30 hours per week

Contract: April through July 2026 (Potential Extension)

JOB DESCRIPTION

We are seeking an experienced Technical Project Manager to support our client on a portfolio of initiatives across business and technology teams. This role is ideal for a highly organized professional who enjoys facilitating collaboration, managing backlogs, and keeping projects moving forward in an Agile environment.

You will play a key role in coordinating work between business stakeholders, development teams, and reporting teams, maintain well-defined requirements, facilitate agile ceremonies and working sessions, and provide consistent status communications across multiple data and analytics products.

KEY RESPONSIBILITIES

· Manage end-to-end work intake and prioritization with business partners; translate requests into actionable backlog items.

· Set up and maintain Jira backlogs, UAT logs, and related tracking artifacts; support light Jira administration (permissions, filters) and troubleshooting in partnership with the Jira support team.

· Plan, schedule, and facilitate recurring project meetings and agile ceremonies; create agendas, keep discussions focused, and publish timely meeting notes and action items.

· Drive requirement clarification through structured stakeholder discussions; document requirements directly in Jira and maintain Functional Requirements Specifications (FRS) for initiatives.

· Identify risks, blockers, and dependencies; coordinate across teams to align on next steps and ensure delivery momentum.

· Provide consistent stakeholder communications, including bi-weekly status reporting (e.g., status slide deck) and follow-up on open items in decision/action logs.

· Support delivery for data and analytics solutions by coordinating between front-end reporting/tools and supporting databases (e.g., Power BI, Qlik, and related data models).

· Promote agile best practices and help teams effectively use backlog, sprint, and UAT processes.

Required Qualifications

· Bachelor's degree or equivalent experience

· At least 4 years of experience leading cross-functional technical projects and facilitating stakeholder discussions from intake through delivery.

· Working knowledge of agile delivery practices (backlog management, sprints, UAT) and ability to coach teams on process.

· Hands-on experience using Jira (creating/managing issues, workflows/statuses, boards, filters) and maintaining clear, actionable requirements.

· Strong written and verbal communication skills, including meeting facilitation, documentation, and status reporting to varied audiences.

· Ability to manage multiple workstreams, track dependencies, and drive resolution of blockers and ambiguity.

· Comfort working with data/analytics stakeholders and technical teams supporting databases and reporting solutions.

· Must be legally authorized to work in the United States now and in the future. Verification of employment eligibility will be required at the time of hire. Visa sponsorship is not available for this position.

Oracle FDI Developer/Analyst

Contract

Palo Alto, CA (Remote or Hybrid if in SF Bay Area)

This position pays around $60 - $70/hr on W2

Responsibilities:

• Business Discovery & Analysis

-Lead requirements for workshops with FP&A, Accounting & Procurement.

-Translating needs into well-formed user stories, acceptance criteria, and success metrics. Map KPIs/metrics (e.g., revenue, COGS, Opex, cash flow, AP/AR aging, PO cycle times) to source systems and FDI subject areas.

• Data Modeling & Development & Go live (Oracle FDI)

-Design and implement data models, pipelines, and semantic layers within Oracle Finance Data Intelligence (leveraging Oracle subject areas, views, and data products).

-Build/Configure reports, dashboards, and self-service datasets.

-Implement drill paths, prompts/filters, row-level security, and data

entitlements.

-Establish data quality checks & build/maintain documentation

-Conduct UAT and migrate in production environment

• Demos, Enablement & Iteration

-Run demos and showcases with Finance leadership and business stakeholders; collect feedback and iterate fast.

-Create playbooks and training (how-to guides, release notes, KPI definitions) to drive adoption and self-service analytics.

Required Qualifications:

• Hands-on experience implementing and configuring Oracle Financial Data Intelligence (FDI)
• Experience leading requirements gathering sessions with finance stakeholders including FP&A, Accounting, and Procurement
• Strong understanding of financial metrics and KPIs such as revenue, COGS, operating expenses, cash flow, AP/AR aging, and procurement cycle times
• Proven ability to design and build data models, semantic layers, dashboards, and self-service datasets within Oracle FDI
• Experience configuring drill paths, prompts, filters, row-level security, and data entitlements
• Knowledge of Oracle subject areas, views, and data products
• Experience mapping business metrics to source systems and reporting structures
• Ability to establish data quality checks and validation processes
• Experience conducting user acceptance testing and managing production migrations
• Strong documentation skills covering data models, configurations, and processes
• Ability to create training materials, playbooks, and how-to guides for end users
• Excellent communication skills with the ability to present to finance leadership and business stakeholders
• Ability to work autonomously with minimal supervision
• Strong organizational and prioritization skills

Preferred Qualifications:

• Experience with Oracle Cloud Financials (General Ledger, Accounts Payable, Accounts Receivable, Procurement)
• Familiarity with Oracle Analytics Cloud, OTBI, or Oracle Business Intelligence
• Background working directly with FP&A teams on budgeting, forecasting, or financial planning processes
• Experience with data integration tools or Oracle Integration Cloud
• Prior experience in a consulting or systems integrator environment
• Background working in multinational organizations or with global finance teams
• Experience driving self-service analytics adoption across an organization
• Knowledge of Agile methodologies and iterative delivery practices CBAP , PMP , or Oracle certifications

Core Competencies:

• Analytical Thinking: Ability to break down complex business problems, identify root causes, and develop structured solutions
• Technical Aptitude: Comfort working hands-on with data models, configurations, and reporting tools while understanding underlying data structures
• Business Acumen: Strong understanding of finance and accounting processes, terminology, and how data supports decision-making
• Communication: Ability to convey technical concepts to non-technical audiences and translate business needs into technical requirements
• Stakeholder Management: Skill in building relationships, managing expectations, and engaging effectively with finance leadership and cross-functional teams
• Attention to Detail: Commitment to data accuracy, documentation quality, and thorough testing
• Adaptability: Ability to iterate quickly based on feedback and adjust to evolving priorities
• Ownership & Accountability: Self-directed approach with a strong sense of responsibility for outcomes and deliverables
• Enablement Mindset: Focus on empowering end users through training, documentation, and self-service capabilities
• Collaboration: Ability to work effectively with technical and business teams across functions and geographies

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.

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 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

• 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.

• 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

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

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.

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.

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.

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.

Successful candidate must be able to pass a background check. Please visit employment/pre-employment-screening

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 .

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