AMD

1 day ago

Lead AI/ML Validation Engineer

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

Source: Company careers pageValidated by: Fursa AI

Last checked: 14 hours agoStatus: Live

Job Summary

Lead HIP runtime validation across the ROCm ecosystem by triaging defects from CI/nightly/release pipelines, performing root-cause analysis, and producing high-quality bug reports. Build and maintain automated test frameworks (Catch2-based and custom harnesses), expand functional and regression coverage, and integrate tests into CI/CD. Collaborate with HIP runtime, compiler, ROCr, and CI infrastructure teams, and help improve quality metrics and upstream open-source reliability.

Location: Bengaluru

Workplace: Onsite

Employment Type: Full time

Job Function: Data Science & Machine Learning

Seniority: Mid level

Key Responsibilities

•Own end-to-end triage of HIP runtime failures observed in CI, nightly, and release testing pipelines.
•Analyze failures across HIP runtime APIs (memory management, streams, events, kernels, graphs, device management) and perform log analysis, repro reduction, and backtrace debugging on Linux and Windows.
•Correlate failures across ROCr system runtime, HIP runtime, driver/firmware interfaces, and compiler interactions (hipcc/clang).
•Design and maintain automated test frameworks for HIP runtime validation (Catch2-based and custom harnesses) and expand functional, negative, stress, and regression coverage.
•Integrate tests into CI/CD pipelines and develop Python/C++/shell automation for execution, result aggregation, and trend analysis, improving test signal and reducing flakiness.

Key Requirements

•Strong experience in software quality engineering, test automation, or SDET roles.
•Proficiency in C++ with debugging experience (gdb/lldb).
•Working knowledge of HIP or CUDA runtime concepts (kernels, streams, memory models, device execution).
•Experience with Linux-based development and debugging.
•Familiarity with CI systems (Jenkins, GitHub Actions, GitLab CI, or similar) and experience writing/maintaining automated tests.

Skills:CollaborationAnalytical thinking

Languages:En-us

Tech Stack:C++PythonShellGdbLldbHIPCUDAROCmROCrHipccClangOpenCLCatch2JenkinsGitHub ActionsGitLab CILinuxWindows

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: 3.9

Website LinkedIn

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AMD