CV Ops Engineer

2 weeks ago

Bengaluru, Karnataka, India beBeeMachineLearning Full time ₹ 1,20,00,000 - ₹ 2,50,00,000

Job Title: CV Operations Engineer

Key Responsibilities:
  • End-to-End Pipeline Development: Develop and maintain machine learning pipelines for computer vision tasks (data ingestion, preprocessing, model training, evaluation, inference).
  • Model Deployment & Serving: Package and deploy computer vision models using Docker and orchestration platforms.
  • Monitoring & Observability: Set up model monitoring to detect drift, latency spikes, and performance degradation.
  • Model Optimization: Convert and optimize models using ONNX, TensorRT, or OpenVINO for performance and edge deployment.

The ideal candidate has deep technical knowledge of machine learning infrastructure, DevOps practices, and hands-on experience with computer vision pipelines in production.

Required Skills and Qualifications:
  • Bachelor's or Master's in Computer Science, Engineering, or a related field.
  • Sound experience in machine learning engineering, with significant work in computer vision and model operations.
  • Strong coding skills in Python and familiarity with scripting for automation.
Preferred Skills and Qualifications:
  • Experience with real-time video analytics or image-based inference systems.
  • Knowledge of MLOps best practices (model registries, lineage, versioning).

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