AI/ML Engineer
Irvine, CA
Category: Development
Industry: Manufacturing
Standard Hours: Open
Reference ID: JN -072026-107791
Date Posted: 09/05/2026
Shortcut: http://careers.eliassen.com/I9GiUk
Description:
Hybrid 3 days onsite in Irvine, CA
Our client seeks an AI/ML Engineer to apply advanced machine learning and generative AI to semiconductor manufacturing and Customer Quality challenges within RMA-CQ and Digital Prints. The role requires building production-grade AI systems, collaborating with engineering teams, and demonstrating strong Python and PyTorch proficiency. Experience with Azure, agentic AI frameworks, RAG, and LLMs is beneficial. Candidates should show the ability to translate research into scalable enterprise solutions.
Due to client requirements, applicants must be willing and able to work on a w2 basis. For our w2 consultants, we offer a great benefits package that includes Medical, Dental, and Vision benefits, 401k with company matching, and life insurance.
Rate: $70.00 to $80.00/hr. w2
Responsibilities:
- Design, build, and deploy production-grade AI systems for semiconductor manufacturing and Customer Quality use cases.
- Develop ML and generative AI solutions including LLM, RAG, and agentic workflows.
- Create robust Python and PyTorch components for data processing, modeling, and inference.
- Collaborate with engineering, manufacturing, and quality stakeholders to define requirements and deliver solutions.
- Evaluate architectures and document solution designs aligned to enterprise standards.
- Operationalize models with scalability, reliability, and monitoring considerations.
- Contribute to RMA-CQ and Digital Prints initiatives, including failure analysis and digital traceability.
Experience Requirements:
- Proficiency in Python and PyTorch for ML and deep learning.
- Experience with Azure services for data, compute, and MLOps.
- Hands-on work with LLMs, RAG patterns, and agentic AI frameworks.
- Background applying AI/ML to physics-based or manufacturing problems preferred.
- Evidence of research translation into enterprise implementations.
- Familiarity with semiconductor, customer quality, failure analysis, or digital prints is a plus.
- Ability to pass a rigorous technical evaluation including Python coding assessment.
Education Requirements:
- PhD preferred in Electrical Engineering, Artificial Intelligence, or Computer Science with an AI/ML concentration. Master’s degree with strong AI/ML experience will be considered.
Skills, experience, and other compensable factors will be considered when determining pay rate. The pay range provided in this posting reflects a W2 hourly rate; other employment options may be available that may result in pay outside of the provided range.
W2 employees of Eliassen Group who are regularly scheduled to work 30 or more hours per week are eligible for the following benefits: medical (choice of 3 plans), dental, vision, pre-tax accounts, other voluntary benefits including life and disability insurance, 401(k) with match, and sick time if required by law in the worked-in state/locality.
If anyone reaches out to you about an open position connected with Eliassen Group, please ensure that you are working directly with us by confirming the following:
· When you work with Eliassen Group, all email communication will come from an Eliassen.com address, never Gmail, Yahoo, etc.
· Eliassen Group will never ask you for personal information (home address, bank account, or check routing number) until you have worked with someone clearly associated with Eliassen Group.
If you have any indication of fraudulent activity, please contact fraud@eliassen.com.
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Eliassen Group is an Equal Opportunity/Affirmative Action Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, pregnancy, sexual orientation, gender identity, national origin, age, protected veteran status, or disability status. Eliassen Group’s Affirmative Action Plan (AAP) is available for inspection by any employee or applicant for employment upon request, during normal business hours of Monday through Friday, 8:30am to 5:30pm EST. Interested persons should contact Phaedra Wells at pwells@eliassen.com for assistance. It is unlawful in Massachusetts and Maryland to require or administer a lie detector test as a condition of employment or continued employment. An employer who violates this law shall be subject to criminal penalties and civil liability.
Applicants with disabilities that believe they require an accommodation or assistance with a position, please email our HR team at hradmin@eliassen.com. This email inbox is designed exclusively to assist job seekers whose disability prevents them from being able to apply online. Emails sent for other purposes will not receive a response.
Please be advised that a number of fraudulent job postings have been released under the Eliassen Group brand.
Unfortunately, fraudulent job postings can happen. If anyone reaches out to you about an open position connected with Eliassen Group, never provide personal or financial information to anyone who is not clearly associated with Eliassen Group
If anyone seemingly from Eliassen Group has ever requested this personal information in the past or does so in the future, please contact fraud@eliassen.com.
Please ensure that you are working directly with us by confirming the following:
- When you work with Eliassen Group, all email communication will come from an Eliassen.com address, never Gmail, Yahoo, etc.
- Eliassen Group will never ask you for personal information (home address, bank account, or check routing number) until you have worked with someone clearly associated with Eliassen Group, as indicated above