Nxp
AI/ML Driven ASIC Design and Implementation Automation Engineer
San Diego (Treena St)
Sponsorship not specified$148k-$203kDetected 1 day ago
PythonC++Node.jsData StructuresAlgorithmsGitCI/CDJenkinsLinuxMachine LearningLLMsVHDLVerilogElectrical EngineeringResearchCommunicationProblem SolvingBitbucket
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37Unrated
Cap-exempt (no lottery)0
Sponsors this role0
Entry-level history0
PERM / green-card track0
Lottery odds (Level IV)94
Fits your clock70
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About the role
- These automation applications include use of GenAI, Reinforcement Learning, Graph Neural Networks, and convolutional Networks
Responsibilities
- Explore research ideas and solutions that bring AI/ML applications to VLSI design
- In this role, the candidate will work with multiple NXP Engineering teams, including Architecture, IP & SoC design, verification and implementation functions, coordinate and drive groundbreaking initiatives for Digital Transformation.
Requirements
- Hands-on expertise in programming using Python/C++
- 5+ years of experience in AI and ML techniques (LLMs, CNN, RNN, and GraphNN) with experience of application to real world optimization problems
- Hands on experience in Unix/Linux, revision control (Git, BitBucket), SW development and debug tools
- Strong understanding of design, layout, constraints (SDC, Clocks, CDC, RDC), Static timing analysis, Low-power, and Power-aware flows (UPF)
- Understanding or prior experience with EDA tools for design, verification, DFT and implementation
- Experience with Design revision control (GIT, DesignSync) and Make
- BS or MS in Computer Science, Electrical Engineering, Computer Engineering or related disciplines with strong background in SW development
- Data structures, algorithms, and SW development for optimization problems
- Excellent analytical problem-solving skills
- Strong verbal and written communication skills
- Desirable skills/experience:
- Good understanding of HDL: System Verilog, Verilog, VHDL, front-end design, physical design and layout implementation/generation flows and tools
Skills
- Prior experience in VLSI CAD methodology and tool development
- Splunk, Jenkins, LSF and CI/CD process
- San Diego, CA
Compensation
- The base salary range for this position is as mentioned below per year.
This listing is sourced directly from Nxp's careers page and normalized into a canonical job model.