Embedded AI Developer
4 weeks ago
Job Summary: We are looking for a highly skilled Embedded AI Developer to join our team at Tata Technologies.
About the Role: As an Embedded AI Developer, you will be responsible for designing and developing advanced AI and machine learning solutions for our clients.
Key Responsibilities:
- Develop solid understanding in computer vision, advanced ML, and deep learning principles.
- Experience with machine learning frameworks such as TensorFlow, Keras, Torch, or Onnx.
- End-to-end vision-based MLOPs development cycle experience (from data collection strategy to deployment in edge).
- Led a previous team to scale MLOPs pipelines using AWS Sagemaker, Kubernetes, or Openshift.
- Strategize ML testing using CI/CD based development pipelines.
- Experience in deploying neural networks in edge accelerators, graph optimization techniques, compiler design, custom AI accelerator design.
- Utilize understanding of CPU architecture: Perform capacity estimation and planning to ensure that systems (built prototypes) are scalable and can handle projected workloads.
- Prior experience in building neural network compression library to facilitate edge deployment.
- Proficiency in programming skills: Python, C++, OpenCL, CUDA.
Requirements:
- 6 - 9 years of experience.
- Location - Bangalore.
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