Silicon Ai/ml Dft Engineer, Google Cloud

Google Google · Big Tech · Bengaluru, Karnataka, India

This role focuses on Design for Testing (DFT) for AI/ML hardware acceleration, specifically Google's TPUs. The engineer will define, implement, and deploy DFT methodologies, ensuring silicon test strategies, reducing test cost, and increasing production quality. The role involves working with RTL, netlists, and collaborating with cross-functional teams on complex digital designs for next-generation SoCs powering AI/ML applications.

What you'd actually do

  1. Document DFT architecture and test sequences, including boot-up sequence associated with test pins.
  2. Participate in DFT logic insertion like scan and BIST at RTL and netlist level.
  3. Perform DFT checks for scan coverage and memory Built-In Self Test (BIST).
  4. Plan SoC/IP/Subsystems (SS) DFT and collaborate with cross-functional teams, DFT constraints development for timing closure and Physical Design (PD)/Static Timing Analysis (STA) support.
  5. Perform quality check flows like Lint, CDC, of the DFT RTL in DFT modes. Participate in design debug, code review in coordination with other IPs Design Verification (DV) teams and Physical Design teams.

Skills

Required

  • DFT specification and definition architecture and insertion
  • Analog or mixed-signal IC design
  • DFT technologies (Scan, ATPG, MBIST)
  • ASIC DFT synthesis, STA, simulation, and verification flow
  • Electrical Engineering or equivalent practical experience

Nice to have

  • Working with ATE engineers (silicon bring-up, patterns generation, debug, validation, silicon issues)
  • SoC cycles (silicon bring-up, silicon debug)
  • IP integration (memories, test controllers, TAP, MBIST)
  • Fault modeling
  • Master's degree in Electrical Engineering

What the JD emphasized

  • 3 years of experience in DFT specification and definition architecture and insertion.
  • 2 years of experience with analog or mixed-signal IC design.
  • Experience with DFT (Design for Test) technologies such as Scan, ATPG (Algorithmic Test Pattern Generation) and MBIST (Memory Built in Self Test.
  • Experience with ASIC DFT synthesis, STA, simulation, and verification flow.

Other signals

  • TPU technology
  • AI/ML hardware acceleration
  • custom silicon solutions