ML Infrastructure Specialist

2 days ago


Vapi, Gujarat, India beBeeDataEngineering Full time ₹ 15,00,000 - ₹ 25,00,000

Job Overview

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Meril seeks an experienced engineer to build and manage infrastructure for data management, training, testing, deployment, telemetry, and fleet operations.

Key Responsibilities

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  • Develop and maintain data lakes with labeling and auto-labeling pipelines, including feature store design.">
  • Orchestrate training workflows using Kubernetes (K8s) and Slurm; manage experiment tracking and model registries.">
  • Deploy models on edge devices (Jetson/Orin, TPU, x86) with support for A/B testing and staged rollouts.">

Requirements

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  • Master's or PhD in a relevant field, 5–10+ years of experience in infrastructure engineering for robotics or ML systems.">
  • Proven expertise in cloud and edge CI/CD pipelines, containerization, and GPU scheduling.">
  • Strong background in observability tools (Prometheus, Grafana), artifact/version control, and reproducibility practices.">
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Desirable Skills

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  • Experience integrating real-time operating systems (RTOS).">
  • Familiarity with safety-certified build pipelines.">


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