Technical Analyst

4 weeks ago

bangalore, India Tata Consultancy Services Full time

Role - AI/ ML Application Technical Analyst Required Technical Skill Set 1.Overall Experience: 5+ Years of experience in development/triaging/debugging roles · 2.AI/ML Knowledge: 2+ years’ experience with common AI/ML algorithms, architectures, tools, and practices. Familiarity with model training, inference, and quantization. 3.AI/ ML Frameworks: Knowledge about PyTorch, ONNX, TensorFlow and any other framework · 4.AI/ ML Model Repositories: Familiarity with repositories like Huggingface, Ultralytics, FuxiCTR · 5. 5.Technical Verification: Familiarity with software or model verification processes, ensuring that software/models meet specified requirements. Desired Competencies · Overall Experience: 5+ Years of experience in development/triaging/debugging roles · AI/ML Knowledge: 2+ years’ experience with common AI/ML algorithms, architectures, tools, and practices. Familiarity with model training, inference, and quantization. · AI/ ML Frameworks: Knowledge about PyTorch, ONNX, TensorFlow and any other framework · AI/ ML Model Repositories: Familiarity with repositories like Huggingface, Ultralytics, FuxiCTR · Technical Verification: Familiarity with software or model verification processes, ensuring that software/models meet specified requirements. · Python and/or C/C++ programming · Linux and shell script · GitHub · Dockers/ Kubernetes/ Containers Good-to-Have · Understanding of installing Linux/Windows drivers and debugging failures of drivers · Knowledge about regression testing/ verification tools · Debugging code to pin-point areas of problems · Working with end users to address their questions, debugging their problems and documenting solutions. · CI/ CD tools and pipeline · Experience with DevOps and CI/CD practices. · Experience with data engineering and machine learning pipelines.

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