R&D Engineer, Sr I
Company: Synopsys
Location: San Jose
Posted on: January 25, 2023
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Job Description:
R&D Engineer, Sr I
39053BR
USA - California - San Francisco, USA - California - San Jose
Job Description and Requirements
Senior AI/ML R&D Engineer/Data Scientist
USA - California - Mountain View/Sunnyvale
Job Description and Requirements
At Synopsys, we are at the heart of the innovations that change the
way we work and play. Self-driving cars. Artificial Intelligence.
The cloud. 5G. The Internet of Things. These breakthroughs are
ushering in the Era of Smart Everything. And we are powering it all
with the world's most advanced technologies for chip design and
software security. If you are keen on innovation, we want to meet
you. Our Silicon Design & Verification business is all about
building high-performance silicon chips-faster. We are the world's
leading provider of solutions for designing and verifying highly
advanced silicon chips. And we design the next-generation processes
and models needed to manufacture those chips. We enable our
customers to optimize chips for power, cost, and
performance-eliminating months off their project schedules. Senior
AI/ML R&D Engineer/Data Scientist
You will be part of a Machine Learning Center-of-Excellence group
helping the rest of the teams in the division that build Electronic
Design Automation (EDA) tools. These EDA tools are highly
sophisticated and enable design and implementation of multi-million
transistor IC chips. EDA problems are np-hard and are solved using
a combination of optimization techniques and heuristics. With the
availability of the latest AI/ML techniques there is a unique
opportunity to build EDA tools that will provide far greater
optimality and orders of magnitude faster runtimes. As part of the
team, you will work with different product/engine teams to infuse
ML into their products.
You will study the EDA product/engine for applicability of AI/ML
techniques in partnership with the product/engine owners.
Subsequently you would provide consulting help to the product team
or proceed to build and implement the best-in-class Machine
Learning based solutions that demonstrate the promised accuracy and
performance improvements. You will work closely with the product
team to ensure its success with the customers. Overall, you will be
involved in developing state of the art solutions that lead to
significant product differentiation. You may author technical
papers, participate on technical panels, and file patents on
resulting innovations.
40 hours per week. Education and Experience: Requires
Master's/Ph.D. degree in Computer Science, Computer Engineering,
Electrical/Electronic Engineering, or a related field and at least
4 years of experience performing Machine Learning or Deep Learning
projects. (Alternatively, a bachelor's degree with 6 years of
relevant experience)
Desired background:
1. Machine Learning/Deep learning: Excellent foundation of ML/DL
algorithms; Probability and Statistics; ML/DL frameworks
(Scikit-learn, TensorFlow, PyTorch, Keras); Ability to curate data
and extract relevant features
2. Software proficiency: Data structures and algorithms, Excellent
programming skills in C/C++, Python, Linux based development
3. EDA (Electronic Design Automation) (desirable but not
necessary): EDA tool development, Electrical Circuit Design
4. Optimization techniques, other (desirable): Linear programming,
dynamic programming, and non-linear optimization; signal-processing
algorithms; Numerical methods
Inclusion and Diversity are important to us. Synopsys considers all
applicants for employment without regard to race, color, religion,
national origin, gender, sexual orientation, gender identity, age,
military veteran status, or disability.
The base salary range across the U.S. for this role is between
$97,000 to $169,000. In addition, this role may be eligible for an
annual bonus, equity, and other discretionary bonuses. Synopsys
offers comprehensive health, wellness, and financial benefits as
part of a of a competitive total rewards package. The actual
compensation offered will be based on a number of job-related
factors, including location, skills, experience, and education.
Your recruiter can share more specific details on the total rewards
package upon request.
#LI-DNI
Job Category
Engineering
Country
United States
Job Subcategory
R&D Engineering
Hire Type
Employee
Base Salary Range
$97,000 - $169,000
Keywords: Synopsys, San Jose , R&D Engineer, Sr I, Engineering , San Jose, California
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