Micron Technology is seeking a Sr Data Scientist to join their Agentic Platforms team. The successful candidate will develop AI solutions to improve semiconductor design and manufacturing workflows, and collaborate with different teams to deliver effective AI systems.
Requirements
- Master's, PhD, or equivalent experience in Electrical Engineering, Computer Science, or a related field.
- Expertise in Python, with proven experience handling various semiconductor design & process datasets.
- Proficient in using enterprise data platforms like Snowflake, BigQuery, MSSQL, Oracle, and AWS Redshift for scalable data processing and analysis.
- Hands-on experience building and leading AI/ML projects involving LLMs, RAG, and agentic workflows deployed in semiconductor environments.
- Strong knowledge of domain-adapted LLM training with practical experience, including pretraining, post training on in-domain synthetic datasets, and model quantization for efficient deployment in semiconductor environments.
- Experience working with cloud platforms such as GCP, AWS, or Azure, including deployment of ML pipelines in production environments.
- Familiarity with LLM evaluation and benchmarking techniques, including RLHF, timely tuning, and reward modeling for hardware-aware use cases.
- Proven ability to independently drive AI/ML projects from problem prioritization through deployment in semiconductor environments.
- Excellent communication skills with the ability to collaborate with process technology, silicon design, design verification, validation and product engineering teams.
Benefits
- Choice of medical, dental and vision plans in all locations
- Paid family leave
- Paid time-off program
- Paid holidays