What are the responsibilities and job description for the GenAI Architect position at Micron Technology?
Our vision is to transform how the world uses information to enrich life for all.
Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever.
Micron is searching for a highly experience Data Scientist/GenAI Architect within out Central Engineering team (CE)!
About The Department
The Central Engineering team at Micron drives innovation and excellence in semiconductor technology by delivering innovative solutions that power our global manufacturing operations. We are a collaborative and highly skilled group of engineers focused on advancing efficiency, scalability, and quality in all aspects of engineering. Committed to pushing boundaries, we enable Micron to remain at the forefront of the industry while fostering a culture of continuous learning and innovation.
The Role
This position entails building and fine-tuning large language models (LLMs) for the purpose of automated Silicon design and Design Verification (DV). The engineer is expected to build LLM based EDA workflows which assists the Design Engineers in building the next Micron product at higher velocity and greater quality.
Responsibilities
$193,000.00 - $328,500.00
Our salary ranges are determined by role, level, and location. The range displayed on each job posting reflects the minimum and maximum target for new hire salaries of the position across all US locations. Within the range, individual pay is determined by work location and additional job-related factors, including knowledge, skills, experience, tenure and relevant education or training. The pay scale is subject to change depending on business needs. Your recruiter can share more about the specific salary range for your preferred location during the hiring process. Additional compensation may include benefits, discretionary bonuses and equity.
As a world leader in the semiconductor industry, Micron is dedicated to your personal wellbeing and professional growth. Micron benefits are designed to help you stay well, provide peace of mind and help you prepare for the future. We offer a choice of medical, dental and vision plans in all locations enabling team members to select the plans that best meet their family healthcare needs and budget. Micron also provides benefit programs that help protect your income if you are unable to work due to illness or injury, and paid family leave. Additionally, Micron benefits include a robust paid time-off program and paid holidays. For additional information regarding the Benefit programs available, please see the Benefits Guide posted on micron.com/careers/benefits.
Micron is proud to be an equal opportunity workplace and is an affirmative action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, age, national origin, citizenship status, disability, protected veteran status, gender identity or any other factor protected by applicable federal, state, or local laws.
To learn about your right to work click here.
To learn more about Micron, please visit micron.com/careers
US Sites Only: To request assistance with the application process and/or for reasonable accommodations, please contact Micron’s People Organization at hrsupport_na@micron.com or 1-800-336-8918 (select option #3)
Micron Prohibits the use of child labor and complies with all applicable laws, rules, regulations, and other international and industry labor standards.
Micron does not charge candidates any recruitment fees or unlawfully collect any other payment from candidates as consideration for their employment with Micron.
Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever.
Micron is searching for a highly experience Data Scientist/GenAI Architect within out Central Engineering team (CE)!
About The Department
The Central Engineering team at Micron drives innovation and excellence in semiconductor technology by delivering innovative solutions that power our global manufacturing operations. We are a collaborative and highly skilled group of engineers focused on advancing efficiency, scalability, and quality in all aspects of engineering. Committed to pushing boundaries, we enable Micron to remain at the forefront of the industry while fostering a culture of continuous learning and innovation.
The Role
This position entails building and fine-tuning large language models (LLMs) for the purpose of automated Silicon design and Design Verification (DV). The engineer is expected to build LLM based EDA workflows which assists the Design Engineers in building the next Micron product at higher velocity and greater quality.
Responsibilities
- Optimize and fine-tune LLMs for the purpose of automated corner case uncovering, design optimization and spec-to-design translation.
- Develop and implement RL based retraining and prompting to elicit desired outputs from LLMs.
- Curate and maintain datasets for training and evaluating LLMs for the purpose of Silicon Design Automation.
- Benchmark the LLM efficiency and propose methodologies for further improvement.
- Collaborate with other Silicon authorities to integrate LLMs into existing EDA workflows. Contribute to the development of standard methodologies for LLM development and deployment.
- BS or MS degree in Computer Science, Electrical Engineering or equivalent experience with 3 years semiconductor experience.
- 3 years working on transformer models.
- 3 years experience supervising the fine-tuning of LLMs.
- 3 years building LLM EDA workflows
- Master's or PhD in Computer Science, Electrical Engineering
- 3-5 years experience with Python.
- Basic understanding of MLOPs.
- Having studied or practical experience in a formal course in Machine Learning, Robotics or Computer Vision.
- Publication track record in major ML conferences like: NeurIPS, ICLR, ICCV etc.
$193,000.00 - $328,500.00
Our salary ranges are determined by role, level, and location. The range displayed on each job posting reflects the minimum and maximum target for new hire salaries of the position across all US locations. Within the range, individual pay is determined by work location and additional job-related factors, including knowledge, skills, experience, tenure and relevant education or training. The pay scale is subject to change depending on business needs. Your recruiter can share more about the specific salary range for your preferred location during the hiring process. Additional compensation may include benefits, discretionary bonuses and equity.
As a world leader in the semiconductor industry, Micron is dedicated to your personal wellbeing and professional growth. Micron benefits are designed to help you stay well, provide peace of mind and help you prepare for the future. We offer a choice of medical, dental and vision plans in all locations enabling team members to select the plans that best meet their family healthcare needs and budget. Micron also provides benefit programs that help protect your income if you are unable to work due to illness or injury, and paid family leave. Additionally, Micron benefits include a robust paid time-off program and paid holidays. For additional information regarding the Benefit programs available, please see the Benefits Guide posted on micron.com/careers/benefits.
Micron is proud to be an equal opportunity workplace and is an affirmative action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, age, national origin, citizenship status, disability, protected veteran status, gender identity or any other factor protected by applicable federal, state, or local laws.
To learn about your right to work click here.
To learn more about Micron, please visit micron.com/careers
US Sites Only: To request assistance with the application process and/or for reasonable accommodations, please contact Micron’s People Organization at hrsupport_na@micron.com or 1-800-336-8918 (select option #3)
Micron Prohibits the use of child labor and complies with all applicable laws, rules, regulations, and other international and industry labor standards.
Micron does not charge candidates any recruitment fees or unlawfully collect any other payment from candidates as consideration for their employment with Micron.
Salary : $193,000 - $328,500
