Machine Learning Performance & Quality Engineer

LeadSoc Technologies Pvt Ltd · Bengaluru, Karnataka, India

Location
Bengaluru
Job Type
Full-time
Posted
June 03, 2026

Job Description

Key Responsibilities:

AI/ML Validation & Quality Ownership on Ubuntu & Yocto OS Variants


- Lead the Team & Exeuctie validation efforts for complex AI/ML compute stacks across multiple platforms and environments


- Define, develop, and execute comprehensive validation plans, test strategies, and methodologies for AI software and system pipelines


- Own the defect lifecycle, including reporting, triage, root cause analysis, and closure


- Ensure validation coverage across functional, performance, stress, regression, and scalability testing

End to End AI Pipeline Validation


- Validate end to end AI workflows, including:

Validate end to end ROCmLibraries

o Model training, conversion, and optimization (e.G., PyTorch → ONNX)

o Inference runtimes (ONNX Runtime, TensorRT, ROCm/HIP, OpenVINO)

o Compilers and toolchains (TVM, Vitis AI, XDNA, XLA)

o Kernel execution, memory transfers, and inference ac...

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