Director, Memory CAD Engineering & AI/ML
Company: Micron Memory Malaysia Sdn Bhd
Location: Atlanta
Posted on: May 28, 2023
Job Description:
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.The
Director, Memory CAD Engineering & AI/ML is a technical leadership
role within Micron's Engineering Automation (EA) organization. The
EA organization delivers DTK (Design Technology Kit) collateral,
environments, tools, and flows for the design, implementation,
verification, and tape out of custom memory designs. These CAD
tools and collateral enable DRAM, NAND, and other emerging memory
designs on a range of industry-leading Micron-developed process
nodes. There is also a new emphasis on developing CAD tools and
solutions for IC Design that leverage Machine Learning methods and
algorithms. This requires oversight of ML-based software and
systems development within the highly specialized domain of custom
IC design and implementation.Responsibilities:
- Lead the day-to-day support of CAD tools, flows, and
collateral, provided by functionally organized CAD teams worldwide
to DRAM design teams at the Atlanta DEG Design Center. The tools
and flows enable all aspects of mixed-signal, transistor-level
custom IC design including logical design, custom layout,
parameterized cells, automated place and route tools, physical
design verification (LVS, DRC), ERC, Layout Parasitic Extraction,
pre and post-layout simulation, digital and analog circuit
simulation, timing and power analysis, reliability simulation and
analysis (including HCI, BTI, EM/IR), tape out and mask
generation.
- Drive close collaboration with DRAM design, layout, and
verification methodology teams to propose and co-develop
outstanding or under-supported capabilities by EDA vendors and
consistently deploy best-in-class practices and methodologiesto
DRAM designs worldwide.
- Drive research and development at the intersection of IC Design
Automation and Machine Learning to envision, scope, develop and
deliver ML-based solutions benefiting IC design.
- Establish and grow university relationships in the local
Atlanta area to foster partnered research and development in design
automation tools with an emphasis on data science and machine
learning applications to EDA.The ideal candidate has the following
qualifications:
- Experience leading highly technical IC Design or CAD teams
distributed worldwide.
- Familiarity with memory design preferred (DDR3/4/5, LP3/4/5,
HBM, NAND)
- Knowledge of CMOS circuit design, layout and verification, and
in-depth experience supporting some of these areas.CMOS transistor
level design, logical design, and netlisting:
- CMOS digital and analog layout, Cadence Skill, and
parameterized cells
- Automated place and route tools
- LVS, DRC, LPE flows
- ERC flows, static and dynamic circuit checks
- Circuit simulation including nanometer scale MOS and
interconnect effects
- Digital simulation and verification flows (System Verilog/UVM
test benches and coverage systems)
- Power delivery network simulation and analysis
- Reliability flows such as HCI, BTI, EM/IR, crosstalk
- Mask generation and tape out basicsKnowledge and experience
vetting and deploying sophisticated EDA software flows:
- Experience qualifying vendor tools and internally developed
software releases
- Experience developing software prototypes for innovative ideas
in IC design, layout, and analysis
- Experience running agile (software) sprints is a plusData
Science and ML:
- Experience with Machine Learning algorithms and
applications
- Experience and track record delivering production-grade ML
applications in IC Design (one or more areas including custom
design, layout, logic and timing verification, circuit simulation
and physical design verification)
- Comfortable directing and leading risky/uncertain innovative ML
developmentExcellent communication and problem-solving skills are
required.Strive to continuously learn, develop new skills, and
self-improve.Education and years of experience:
- PhD in Computer Engineering, Computer Science or Electrical
Engineering
- (10-15) + years of direct CAD or Design experience in
mixed-signal, custom IC design flowsAs 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 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,
disability, protected veteran status, gender identity or any other
factor protected by applicable federal, state, or local laws.To
learn about your To learn more about Micron, please visitFor US
Sites Only: To request assistance with the application process
and/or for reasonable accommodations, please contact Micron's
People Organization at 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.
Keywords: Micron Memory Malaysia Sdn Bhd, Atlanta , Director, Memory CAD Engineering & AI/ML, Design, Graphic Design & CAD , Atlanta, Georgia
Didn't find what you're looking for? Search again!
Loading more jobs...