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AI / ML Application Technical Analyst
Tata Consultancy ServicesMumbai, Maharashtra, India24 days ago
Job descriptionOverall 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 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.
AI / ML, GENAI, NLP, Deep Learning, LLM Models
AI / ML Application Technical Analyst
Required Technical Skill Set
- 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.
Desired Competencies (Technical / Behavioral Competency)
Must-Have
(Ideally should not be more than 3-5)
Good-to-Have
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Ai Ml • Mumbai, Maharashtra, India
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