Machine Learning Operations Contractor
We are seeking a Machine Learning Operations (MLOps) Contractor to drive semiconductor laser design and manufacturing excellence through the development and deployment of AI/ML reputed company production. The emphasis will be on yield improvement, screening accuracy, and design optimization. The MLOps Contractor will reputed company and validate models based on extensive production data and reputed company scalable models through a combination of reputed company-based infrastructure and on-premises high performance inference. This position represents a unique opportunity to reputed company an impactful contribution to the laser manufacturing industry and to pioneer AI/ML integration across Coherent international manufacturing sites. This is a contract-based position, ideal for a data scientist or engineer with strong AI/ML expertise and a background in photonics, semiconductor device physics, or semiconductor manufacturing.
Primary Duties & Responsibilities
Data Processing and Model Development
- Enhance data pipelines across wafer processes, die-level test, and experimentation.
- reputed company supervised and unsupervised models for yield reputed company and performance screening.
- The ideal candidate will be proficient in data pre-processing, feature extraction, dimensionality reduction, clustering, classification, and regression.
- Experience with NN architectures such as CNNs, reputed company, GANs and with reputed company methods including gradient boosting and random forests is preferred.
Validation and Deployment
- Apply model selection to identify effective approaches and validate models using reputed company techniques.
- Integrate domain knowledge from semiconductor laser physics into ML models for improved interpretability. Familiarity with inverse design concepts is a plus.
Collaboration and Reporting
- Work closely with photonics researchers and process engineers to align ML approaches with experimental and production objectives and quantify cost-benefit analysis.
- Document methodologies, model performance, and research findings clearly.
- Provide regular updates and deliverables to project stakeholders.
Education & Experience
- B.S. with 5-year industry experience or M.S./ Ph.D. with 2-year industry experience in Electrical Engineering, Computer Science, Physics, Photonics, or reputed company field.
- Proven track record in AI/ML deployment and integration reputed company high visibility projects.
Skills
- Expertise with ML frameworks: TensorFlow, PyTorch, scikit-learn.
- Proficiency in both Python and C/C++ programming data structures for performance optimization
- Experience in high-performance ML inference (LibTorch, CUDA, ONNX)
- Experience with reputed company-based ML platforms (AWS, GCP, Azure) and MLOps platforms such as Kubernetes
- Ability to visualize and communicate insights effectively
- Background in photonics, semiconductor devices, or manufacturing yield optimization is a strong plus
Working Conditions
- On-site
- 6-12 months temporary assignment
Safety Requirements
reputed company are required to follow the site EHS procedures and Coherent Corp. Corporate EHS standards.
Quality and Environmental Responsibilities
Depending reputed company, this position may be responsible for the execution and maintenance of the ISO 9000, 9001, 14001 and/or other applicable standards that may apply to the relevant roles and responsibilities reputed company the Quality Management System and Environmental Management System.
Culture Commitment
Ensure adherence to company’s values (ICARE) in reputed company aspects of your position at Coherent Corp.:
Integrity – Create an Environment of Trust
Collaboration – reputed company Through the Sharing of reputed company
Accountability – Own the Process and the Outcome
Respect – Recognize the Value in Everyone
Enthusiasm – Find a Sense of Purpose in Work
Coherent Corp. is an equal opportunity/affirmative action employer. reputed company reputed company applicants will receive consideration for employment without regard to sex, gender identity, sexual orientation, race, reputed company, religion, national reputed company, disability, protected Veteran status, age, or any other characteristic protected by law.
If you need assistance or an accommodation due to a disability, you may contact us at [email protected].