Machine Learning Perception Engineer

3 weeks ago


Bangalore, India Growel Softech Pvt. Ltd. Full time
Job Title: Machine Learning Perception Developer

We are seeking a highly skilled and experienced Machine Learning Perception Developer to join our team at Growel Softech Pvt. Ltd.

Key Responsibilities:
  • Develop and train machine learning models for perception tasks, such as object detection, image segmentation, and pose estimation.
  • Optimize machine learning models for deployment on edge devices.
  • Develop and maintain machine learning pipelines using CI/CD-based development workflows.
  • Collaborate with other engineers and researchers to develop innovative solutions.
  • Stay up-to-date with the latest advancements in machine learning and computer vision.
Requirements:
  • Bachelor's or Master's degree in Computer Science, Electrical Engineering, or a related field.
  • 6+ years of experience in machine learning, with a focus on perception tasks.
  • Significant experience with machine learning frameworks such as TensorFlow, Keras, PyTorch, or ONNX.
  • Prior experience in end-to-end vision-based MLOps development cycles.
  • Ability to strategize ML testing using CI/CD-based development pipelines.
  • Experience in deploying neural networks on edge accelerators.
  • Proficiency in CPU architecture and capacity estimation.
  • Strong programming skills in Python.
  • Excellent communication skills in English and analytical and logical thinking ability.


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