Technical Analyst

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.