Ai/ ml application technical analyst

5 days ago


Mumbai, India Tata Consultancy Services Full time

AI/ML, GENAI, NLP, Deep Learning, LLM ModelsAI/ ML Application Technical AnalystRequired Technical Skill Set**Overall Experience: 5+ Years of experience in development/triaging/debugging rolesAI/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 Py Torch, ONNX, Tensor Flow and any other frameworkAI/ ML Model Repositories: Familiarity with repositories like Huggingface, Ultralytics, Fuxi CTRTechnical 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)Overall Experience: 5+ Years of experience in development/triaging/debugging rolesAI/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 Py Torch, ONNX, Tensor Flow and any other frameworkAI/ ML Model Repositories: Familiarity with repositories like Huggingface, Ultralytics, Fuxi CTRTechnical Verification: Familiarity with software or model verification processes, ensuring that software/models meet specified requirements.Python and/or C/C++ programmingLinux and shell scriptGit HubDockers/ Kubernetes/ ContainersGood-to-HaveUnderstanding of installing Linux/Windows drivers and debugging failures of driversKnowledge about regression testing/ verification toolsDebugging code to pin-point areas of problemsWorking with end users to address their questions, debugging their problems and documenting solutions. CI/ CD tools and pipelineExperience with Dev Ops and CI/CD practices.Experience with data engineering and machine learning pipelines.



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