Expert Edge AI Engineer

2 days ago

Chennai, Tamil Nadu, India beBeeMachineLearning Full time ₹ 15,00,000 - ₹ 20,00,000

We're seeking a seasoned expert in Machine Learning Engineering with deep expertise in building and deploying ML models optimized for edge devices.

Key Responsibilities:
  • Design, train, and optimize deep learning models for edge AI use cases:
  • Computer vision (e.g., object detection, image classification, segmentation)
  • Audio/speech processing (e.g., wake word detection, denoising)
  • Signal processing across multimodal sensor data
  • Develop scalable and efficient model training and evaluation pipelines.
  • Quantize, prune, and compress models for real-time inference on NPUs, DSPs, and microcontrollers.
  • Conduct applied research and benchmark new model architectures or techniques for edge deployment.
  • Prepare and curate training/validation datasets using best practices for data quality and balance.
  • Collaborate with embedded software engineers to integrate models into edge production environments.
  • Monitor model performance, perform error analysis, and iterate for continuous improvement.
Qualifications:
  • Master's degree (or equivalent experience) in Computer Science, Machine Learning, or a related discipline.
  • 5+ years of hands-on experience in developing, optimizing, and deploying ML models in production.
  • Strong proficiency in Python and ML frameworks such as TensorFlow, PyTorch, ONNX, and tools like OpenCV, Ultralytics, or equivalent.
  • Demonstrated experience with edge inference optimization:
  • Model quantization and compression
  • Deployment on NPUs, DSPs, or microcontrollers
  • Familiarity with ARM Ethos-U/Vela, TensorRT, TFLite, or similar edge AI compilers is a strong plus.
  • Solid understanding of signal processing for image, audio, and other sensor modalities.
  • Experience with cloud-based training pipelines (AWS, GCP, or Azure) is a plus.
  • Strong analytical and problem-solving skills, with a track record of innovation.
  • Excellent communication and documentation skills.

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