Technical Analyst

Tata Consultancy ServicesDelhi, India

6 days ago

Job description

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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Technical Analyst • Delhi, India

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