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MLOps Engineer

Rayvector Technologies

5 - 7 years

Bengaluru

Posted: 17/12/2025

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Job Description

About the Role


We are looking for anMLOpsEngineer with 35 years of experience (including 03 years in AI/ML engineering) to help build, deploy, andmaintainour machine learning solutions. This role focuses on deploying AI models to edge devices and integrating them with our C++ backend systems. You will work closely with ML, C++, and embedded engineering teams to ensure smooth and reliable production operations.

Key Responsibilities


  • Deploy andoptimizeML models on edge devices (ARM boards, Jetson, etc.).
  • Convert and package models for C++ integration (ONNX,TensorRT,TFLite).
  • Automate ML workflows including training, testing, and deployment.
  • Build andmaintainCI/CD pipelines for Python and C++ components.
  • Monitor model performance on deviceslatency, drift, accuracy, resource usage.
  • Support data pipelines for collecting field data from edge devices.
  • Manage model versioning, tracking, documentation, and release processes.

Required Skills


  • Strong Python skills and working knowledge of C++ integration.
  • Experience with deploying models on edge/embedded hardware.
  • Familiarity with ONNX Runtime,TensorRT,TFLite, or similar optimization tools.
  • Experience with CI/CD tools (GitHub Actions, GitLab CI, Jenkins).
  • Understanding of ML workflows and model lifecycle.
  • Good communicationand documentation skills.
  • Experience with real-time systems or embedded environments.
  • Knowledge of lightweight orchestrators.
  • Experience building telemetry/monitoring for edge devices.

What You Will Achieve


  • Reliable, fast, hardware-optimized ML deployments on edge devices.
  • Smooth integration of ML models with C++ backend systems.
  • Automated, repeatable, and stable ML operations across the full lifecycle.


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