Senior Vision Engineer
3 weeks ago
About the Role:
As a Senior Vision Engineer at Tata Technologies, you will be responsible for designing and developing advanced computer vision and machine learning algorithms to drive business decisions.
Key Responsibilities:
- Develop and deploy end-to-end vision-based MLOPs pipelines using frameworks like TensorFlow, Keras, and Onnx
- Lead a team to scale MLOPs pipelines using AWS Sagemaker, Kubernetes, and Openshift
- Strategize ML testing using CI/CD based development pipelines
- Deploy neural networks in edge accelerators, perform graph optimization techniques, and design custom AI accelerators
- Ensure system scalability and handle projected workloads by understanding CPU architecture, capacity estimation, and planning
- Develop neural network compression libraries for edge deployment
- Apply programming skills in Python, C++, OpenCL, and CUDA
Requirements:
- 6-9 years of experience in computer vision, advanced ML, and deep learning principles
- Experience with machine learning frameworks and familiarity with edge deployment
- Strong understanding of CPU architecture and capacity estimation
- Leadership experience in scaling MLOPs pipelines
What We Offer:
- Opportunity to work on cutting-edge computer vision and machine learning projects
- Collaborative and dynamic work environment
- Competitive salary and benefits package
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