Lead AI/ML Software Use Cases Validation Engineer

AMD
Bengaluru
Workplace: OnsiteFull timeINR 3,245,970 - 4,637,100 annuallyFunction: Data Science & Machine LearningExperience: 8-12 yearsEducation: bachelorsSkills: ["Communication","Problem-solving","Leadership"]

Lead validation of AI/ML compute stacks and Physical AI SDKs, owning end-to-end AI pipeline validation across Linux platforms, Ubuntu/Yocto, and heterogeneous accelerators. Define validation strategies, manage defect lifecycle, and drive performance benchmarking and optimizations, collaborating with architecture, compiler, runtime, and hardware teams to deliver production‑quality AI solutions for customer use cases.

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FursaFursa
AMD
AMD
2 months ago

Lead AI/ML Software Use Cases Validation Engineer

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 10 hours agoStatus: Live

Job Summary

Lead validation of AI/ML compute stacks and Physical AI SDKs, owning end-to-end AI pipeline validation across Linux platforms, Ubuntu/Yocto, and heterogeneous accelerators. Define validation strategies, manage defect lifecycle, and drive performance benchmarking and optimizations, collaborating with architecture, compiler, runtime, and hardware teams to deliver production‑quality AI solutions for customer use cases.
Location: Bengaluru
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Sr. Manager level

Key Responsibilities

  • •Lead validation and quality ownership of AI/ML compute stacks on Ubuntu and Yocto.
  • •Define validation strategy, test architecture, and coverage across functional, performance, stress, regression, and scalability testing.
  • •Own and drive the defect lifecycle, including triage, root cause analysis, and closure.
  • •Validate end-to-end AI pipelines, including model training, conversion and optimization (e.g., PyTorch → ONNX) and kernel execution, memory transfers, and inference accuracy.
  • •Define and execute AI benchmarking and profiling strategies for training and inference workloads.

Pay and Benefits

Salary: INR 3,245,970 - 4,637,100 annually

Key Requirements

  • •8–12 years of experience in AI/ML software validation or performance engineering.
  • •Strong expertise in Python scripting and test automation.
  • •Strong ML fundamentals including deep learning and LLMs.
  • •Hands-on experience with ROCm validation, performance profiling, and optimization.
  • •Experience with HIP, CUDA, OpenCL, and TensorFlow/PyTorch integrations.
Experience:8-12 yearsAI/MLRobotics
Education:Bachelor's in AI/ML, Robotics, Computer Science
Skills:CommunicationProblem-solvingLeadership
Languages:English
Tech Stack:PythonPyTorchTensorFlowONNXCUDAHIPOpenCLUbuntuYoctoLinuxROCm

Company Brief

AMD
Designs and produces semiconductor products including CPUs, GPUs, and adaptive SoCs for consumer, enterprise, and embedded markets, competing across PCs, data centers, and gaming industries.
Industry: Electronics Manufacturing
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Public Company
Valuation: Public Company (Market Cap in USD)
Funding: IPO / Publicly Listed
Headquarters: Santa Clara, United States
Founded: 1969
Glassdoor
Glassdoor: 3.9
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