Manifold Learning Algorithms Jobs in Usa

Machine Learning Engineer | Python | Pytorch | Distributed Training | Optimisation | GPU | Hybrid, San Jose, CA

Title: Machine Learning Engineer

Location: San Jose, CA

Responsibilities:

• Productize and optimize models from Research into reliable, performant, and cost-efficient services with clear SLOs (latency, availability, cost).
• Scale training across nodes/GPUs (DDP/FSDP/ZeRO, pipeline/tensor parallelism) and own throughput/time-to-train using profiling and optimization.
• Implement model-efficiency techniques (quantization, distillation, pruning, KV-cache, Flash Attention) for training and inference without materially degrading quality.
• Build and maintain model-serving systems (vLLM/Triton/TGI/ONNX/TensorRT/AITemplate) with batching, streaming, caching, and memory management.
• Integrate with vector/feature stores and data pipelines (FAISS/Milvus/Pinecone/pgvector; Parquet/Delta) as needed for production.
• Define and track performance and cost KPIs; run continuous improvement loops and capacity planning.
• Partner with ML Ops on CI/CD, telemetry/observability, model registries; partner with Scientists on reproducible handoffs and evaluations.

Educational Qualifications:

• Bachelors in computer science, Electrical/Computer Engineering, or a related field required; Master’s preferred (or equivalent industry experience).
• Strong systems/ML engineering with exposure to distributed training and inference optimization.

Industry Experience:

• 3–5 years in ML/AI engineering roles owning training and/or serving in production at scale.
• Demonstrated success delivering high-throughput, low-latency ML services with reliability and cost improvements.
• Experience collaborating across Research, Platform/Infra, Data, and Product functions.

Technical Skills:

• Familiarity with deep learning frameworks: PyTorch (primary), TensorFlow.
• Exposure to large model training techniques (DDP, FSDP, ZeRO, pipeline/tensor parallelism); distributed training experience a plus
• Optimization: experience profiling and optimizing code execution and model inference: (PTQ/QAT/AWQ/GPTQ), pruning, distillation, KV-cache optimization, Flash Attention
• Scalable serving: autoscaling, load balancing, streaming, batching, caching; collaboration with platform engineers.
• Data & storage: SQL/NoSQL, vector stores (FAISS/Milvus/Pinecone/pgvector), Parquet/Delta, object stores.
• Write performant, maintainable code
• Understanding of the full ML lifecycle: data collection, model training, deployment, inference, optimization, and evaluation.

Machine Learning Engineer | Python | Pytorch | Distributed Training | Optimisation | GPU | Hybrid, San Jose, CA

Associate Director, Online Learning Job Summary:

We’re looking for an Associate Director, Online Learning to join an Association in Washington, DC. This is a contract-to-hire opportunity that will require you to work onsite three (3) days per week. As the Associate Director, you will work in conjunction with departmental leadership to implement the department’s strategic vision and oversight of the Division-wide online and blended learning initiatives and content development. The position requires experience in instructional design and education program development across different modalities, working closely with subject matter experts, procuring, and managing external vendors and partnering organizations, and measuring business impact and effectiveness of deployed learning solutions.

Associate Director, Online Learning Responsibilities:

• Support the Director in executing the department’s vision, strategy, and development of accredited online learning initiatives.
• Lead and support the instructional design team to deliver high-quality online learning programs that meet or exceed departmental performance metrics.
• Recruit and collaborate with psychiatrists, subject matter experts, allied organizations, and internal stakeholders to identify knowledge gaps and develop educational content.
• Manage the full lifecycle of online learning activities, including planning, development, launch, review, and renewal within the Learning Management System (LMS).
• Develop and oversee project plans for online learning initiatives, ensuring milestones, timelines, and budgets are met.
• Ensure all educational activities adhere to accreditation standards, compliance requirements, and quality control processes.
• Track and analyze LMS data and program performance metrics to measure success, identify learner insights, and support strategic planning.
• Produce reports on Learning Center activity and provide required learner and program data to external partners and accrediting organizations.
• Oversee vendor relationships and external solutions to ensure alignment with project objectives, timelines, budgets, and deliverables.
• Develop and maintain standard operating procedures, workflows, and a customer service model that supports efficient team operations and stakeholder support.
• Manage the Online Learning Help Desk and escalation processes to ensure timely resolution of technical and user issues.
• Collaborate with marketing and communications teams to support promotion and outreach for online learning programs.
• Research and recommend best practices and emerging trends in online learning, instructional design, and digital education.
• Supervise and mentor the LMS Administrator and provide coaching and guidance to junior staff members.
• Provide administrative and operational support for committees and other departmental initiatives as needed.

Associate Director, Online Learning Qualifications:

• BA/BS and at least 5-7 years of relevant experience.
• Experience with managing complex projects with demonstrated success in meeting deadlines, managing vendors, and managing related budgets.
• Strong decision-making and problem-solving skills; proven research skills to gather data, best practices, and points of view to ensure sound judgment.
• Experience working in associations industry is preferred.
• Experience with adult educational and/or healthcare programs is preferred.
• Excellent communicator capable of providing leadership to individuals and groups.
• Self-motivated, able to work independently, and shows attention to detail.
• Knowledge of how websites operate (i.e., databases, APIs, and content management systems).
• Demonstrated experience with computer-based and/or software-as-a-service (SaaS) tools such as podcast platforms, Salesforce, HTML, Captivate, Articulate 360 suite of programs, Microsoft 365, Adobe Premiere, Vimeo, Zoom, GoToWebinar, and/or other graphic and media design/production tools.

Warehouse Learning & Development Manager

Job Overview:

The Learning &Development Manager is responsible for developing and managing training programs aimed at enhancing the skills and performance of the operations team. This role ensures that employees are well-equipped with the knowledge necessary to meet the company’s operational standards. The ideal candidate will have a solid background in operations and a strong ability to create effective, engaging training content.

Essential Responsibilities:

• Design and implement training programs/modules focused on operational excellence, safety, and compliance.

• Conduct training needs assessments to identify skill gaps and areas for improvement within the operations team.

• Collaborate with department managers to create tailored training solutions that align with operational goals.

• Evaluate the effectiveness of training programs through feedback, testing, and performance metrics; adjust programs as needed.

• Stay current with industry best practices, tools, and technologies related to operations training.

• Ensure all training content and methods comply with company policies and industry regulations.

• Maintain and update training materials, manuals, and documentation to reflect changes in processes and procedures.

• Manage training schedules and logistics, ensuring that training sessions are delivered efficiently with minimal disruption to daily operations.

• Monitor the progress of trainees and provide ongoing support and feedback to ensure skill retention and application.

• Use data analysis to assess the impact of training on operational performance and make data-driven decisions for future training initiatives.

Additional Responsibilities:

• As assigned by Manager

Specific Knowledge, Skills and Abilities:

• Demonstrated ability to develop and deliver effective training programs.

• Strong understanding of operational processes and best practices.

• Excellent communication and presentation skills.

• Ability to work collaboratively with various teams to meet training objectives.

• Analytical skills to evaluate training effectiveness and improve training programs.

Preferred Education, Experience and Licenses:

• Bachelor’s degree in Business Administration, Operations Management, Education, or a related field

• 5+ years of experience in Operations, with a strong focus on training and development

Position Type:

  Administration-Licensed/Assistant Superintendent

Location:

  Educational Service Center

Date Available:

  07/01/2026

Application Closing Date:

  03/08/2026

Submit an application:

Job ID: 31637 

General Purpose of Job: The Assistant Superintendent—Leadership, Teaching, and Learning—supports the district's mission to inspire and prepare all students with the confidence, courage, and competence to achieve their dreams, contribute to their community, and engage in a lifetime of learning by serving as a key member of the executive leadership team that plans, directs, and coordinates strategic actions aligned with district goals. The position provides system-level leadership for all E-12 schools and program sites, with specific oversight of initiatives and services as assigned by the Superintendent of Schools. The Assistant Superintendent represents the district at the local, state, and national levels and leads efforts to enhance academic achievement, operational effectiveness, and equity across the system.

Osseo Area Schools is where students discover opportunities, build confidence, and prepare for bright futures. From early childhood to high school, we offer experiences inside and outside the classroom that help students grow into curious, capable and connected learners. As Minnesota's fifth-largest school district, we proudly serve eight communities—including Brooklyn Park, Brooklyn Center, Maple Grove, Osseo, Plymouth, Corcoran, Dayton and Rogers—and offer specialized magnet programs in the Arts, STEM, STEAM, Health Science, and International Baccalaureate. With a student body representing over 100 languages and cultures, our schools reflect the global community, creating an inclusive, enriching environment that prepares students for today's world and tomorrow's opportunities. Our 21,000+ students learn across seventeen elementary schools (PreK-5), four middle schools (6-8), three senior highs (9-12), an area learning center (9-12), a fully-online school (6-12), two early childhood centers, and an adult education center.

Learn more about Osseo Area Schools here!

Essential Duties and Responsibilities:

Achieves strategic objectives by leading and representing the district at the executive level.

• Supporting the superintendent, as a member of the Executive Leadership Team, in coordinating action to achieve the mission.
• Serving as the acting superintendent in the absence of the superintendent.
• Representing the perspectives, needs and interests for Leadership, Teaching and Learning.
• Working collaboratively with leaders in Human Resources and Business Services, Community Engagement, Instructional & Information Technology, Communications and with the General Counsel to achieve the mission of the school system.
• Representing the school system at the national, state, and local level.
• Participating in all School Board meetings and work sessions.

Ensures a collaborative culture by fostering trust, professionalism, and effective teamwork across the district.

• Adhering to the organization's core values.
• Practicing the language distinctions and promise keeping associated with leadership.
• Demonstrating trustworthiness (care, competence, sincerity, reliability).
• Designing and facilitating effective meetings.
• Establishing effective relationships with colleagues, students, families, staff, and community members in order to influence action.
• Setting standards for professional interactions and holding others accountable to the standards.
• Providing support and direction to direct reports.
• Ensuring that collaborative teams are setting standards for their area of work, examining data regarding effectiveness, and taking action to meet the standards.
• Working collaboratively with system administrators to achieve the system's mission.
• Responding to concerns and inquiries from parents/guardians, staff and community members.
• Demonstrating a professional demeanor.
• Serving on committees as needed and/or assigned.

Ensures improved student achievement by driving equitable, evidence-based practices and systems of continuous improvement.

• Demonstrating leadership for racial equity.
• Overseeing the design, implementation, and continuous improvement of curriculum to meet the Minnesota Academic Standards and the needs of students.
• Ensuring effective instruction.
• Evaluating programs and practices using data.
• Ensuring that collaborative teams are setting standards, examining data, and designing interventions for students who have already met and who have not yet met the standards.
• Providing student support services to meet the needs of students.
• Supervising and evaluating site and system leaders.
• Providing professional development for leaders that is both job embedded (finances, budgeting, personnel, staffing, student discipline, staff evaluation) and organization embedded (systems thinking/action, instructional leadership, collaborative problem solving, learning organization).
• Providing professional development for teaching and support staff.
• Visiting schools regularly.
• Leading new initiatives to improve student achievement.
• Reducing suspensions from school and eliminating the racial disparity within the suspensions.
• Overseeing the program of extracurricular activities.
• Serving as the catalyst for site continuous improvement.

Ensures effective organizational management by providing strategic operational leadership and oversight.

• Collaborating with staff and local law enforcement officials to maintain a safe and healthy learning environment.
• Providing direct instruction in student management practices to ensure alignment with board policies and to maintain consistency in practices across sites.
• Allocating human and financial resources to accomplish our mission.
• Promoting a positive image of schools and the school system.
• Maintaining current understanding of laws, policies, and employment contracts which impact schools.
• Setting standards for effective operational practice as necessary.
• Effectively communicating operational management procedures and practices.
• Coordinating the work of principals, directors, assistant principals, coordinators and other management personnel to ensure organizational effectiveness.
• Evaluates and supervises building principals and other staff, including hiring, coaching, managing performance, and—in consultation with human resources—administering disciplinary action.

Completes other duties as assigned by the Superintendent.

Qualifications for the position:

• Master's degree in Educational Administration with an emphasis in instructional programming (E-12). A doctorate degree is preferred.
• Seven (7) to ten (10) years of experience in educational administration, including leadership as a principal and/or central office administrator.
• Must possess a valid Minnesota Superintendent license.

Salary: Pay Grade 127, $206,677 to $237,679 annually

FTE: Full-time, 260/261 workdays per year

Desired start date: July 1, 2026

Applications are due by Sunday, March 8, 2026 at 11:59 PM. Key dates for this search process include:

• Thursday, April 2, OR Friday, April 3, 2026
• Tuesday, April 7, 2026
• Wednesday, April 15, 2026

Physical Demands:

Sedentary Work: Exerting up to 10 pounds of force occasionally and/or a negligible amount of force frequently or constantly to lift, carry, push, pull, or otherwise move objects. Work involves frequent sitting, talking, hearing, and the use of hands to operate a computer and standard office equipment. The employee may occasionally stand, walk, reach with hands and arms, or stoop. Visual acuity is required for reading and preparing documents, viewing a computer screen, and performing administrative tasks with precision. The position also requires the energy and stamina necessary to fulfill the demands of educational leadership in a dynamic school district environment.

Working Conditions:

Work is performed in a standard office setting located within school buildings or district administrative facilities. The position involves minimal exposure to environmental hazards or physical risks. Tasks are typically conducted in climate-controlled spaces equipped with appropriate technology and resources. The work is highly deadline-driven, often requiring management of multiple priorities and frequent interaction with school leaders, staff, students, families, and community stakeholders.

Osseo Area Schools offers:

• Meaningful and impactful work
• Opportunities to grow professionally
• A variety of benefits
• ...and more! 

Equal Employment Opportunity Statement: 

Osseo Area School District ISD 279 is an Equal Opportunity, and veteran-friendly employer. Osseo Area School District ISD 279 ensures equal employment opportunities regardless of race, color, creed, sex, gender identity, color, marital status, national origin, religion, age, sexual orientation, status with regard to public assistance, or disability. Osseo Area School District is committed to a workforce that reflects the diversity of the district and strongly encourages persons to apply who can strengthen our diversity. For more information, view the District's Equal Opportunity and Prohibition Against Discrimination, Harassment and Violence Policy. 

Veteran's Preference: If you are an eligible veteran, please submit a legible copy of your DD214 with your application. 

Accommodation: If you have a disability that requires an accommodation during the selection process, please email Human Resources at   or call 763-391-7007.

Background Check Process Upon Conditional Offer: 

Background checks are conducted upon receiving a conditional offer. Employees must complete a background check and are responsible for the background fee. A passing background is required. Criminal convictions are reviewed on a case-by-case basis.