Embedded AI Developer

4 weeks ago


Bengaluru, Karnataka, India Tata Technologies Full time

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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