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Urgent! SW Test with AI/ML & Python(3-5) Job Opening In Chennai – Now Hiring Zilogic Systems

SW Test with AI/ML & Python(3 5)



Job description

Qualifications:

Bachelor's or Master's degree in Computer Engineering, or related field.

4+ years of experience in system validation, preferably in ML or embedded systems.

Strong scripting skills (Python, Bash) and experience with automation tools.

Python experience is mandatory.

Familiarity with ML frameworks (e.g., PyTorch, TensorFlow) and model serving platforms (e.g., VLLM, Triton).

Experience with Linux debugging tools, container orchestration (Docker, Kubernetes), and CI/CD pipelines.

Responsibilities:

Design and implement stability test plans for ML inference workloads on AI accelerators (e.g., AI100, AI200).

Develop and maintain automation frameworks for continuous testing, including MTBF, PEFT, fuzzing, and inference monitoring.

Port and scale test infrastructure across multiple hardware platforms and software releases.

Analyze system logs, memory dumps, and performance metrics to identify and root-cause failures.

Collaborate with software, hardware, and reliability teams to drive fixes and improvements.

Integrate tools like KASAN, Valgrind, or custom memory checkers to detect memory leaks and out-of-bound accesses.

Monitor long-running inference jobs (e.g., Llama 2 70B) across containerized environments and report stability metrics.

Contribute to the development of dashboards and reporting tools for test results and system health.

Support customer escalations and reproduce field issues in lab environments.


Required Skill Profession

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