Machine Learning Engineer
Hyderabad, Telangana, India · Full Time
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- Experience
- 10+ yrs
- Salary
- —
- Openings
- 1
- Posted
- 3 గంటలు క్రితం
- Work mode
- In office
- Resume
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Job description
Job Overview
Tata Consultancy Services is seeking an experienced Machine Learning Engineer based in Hyderabad. This position requires extensive expertise in Python programming and a solid grasp of artificial intelligence model deployment and execution within embedded software environments.
Key Responsibilities and Skills
- Develop and optimize AI model inference workflows, spanning from model compilation through to runtime operation.
- Utilize strong Python programming skills alongside shell scripting to support AI deployments.
- Manage and troubleshoot AI deployment stacks, ensuring efficient performance.
- Work with AI compilers such as TVM, TensorRT, XLA, Glow, or OpenVINO to enhance model performance and compatibility.
- Implement and evaluate quantization techniques, balancing trade-offs between accuracy and system performance.
- Diagnose and resolve performance-related issues within AI systems.
Additional Information
Applicants should have in-depth knowledge and practical experience related to AI inference processes and embedded systems to effectively contribute to the organization's AI initiatives.