AI & ML Ops Engineer

1 week ago

Bengaluru Chennai Hyderabad, India Caltek Solutions Full time ₹ 8,00,000 - ₹ 24,00,000 per year

Role & responsibilities

Primary skills needed - AI & ML Ops

Secondary - Infra Ops

Tertiary - AWS/Azure

Experience and Skills

  • Experience: 7+ years in data engineering, 3+ years as an MLOps engineer.

  • MLOps Pipelines: Design, develop, and implement using tools like MLflow and Apache Airflow.

  • Cloud Experience: Working experience with AWS and Databricks.

  • Technical Proficiency: Strong in Python, PySpark, SQL, machine learning, NLP, deep learning, and AWS services (SageMaker, BedRock, EC2, Lambda, S3, Glue Tables).

  • Configuration Management: Experience with Ansible, Terraform, and building CI/CD pipelines.

Responsibilities

  • Automate ML Lifecycle: From data ingestion to deployment and monitoring.

  • Collaborate with Data Scientists: Understand data science lifecycle, translate needs into production-ready solutions.

  • Model Deployment and Monitoring: Strong in ML model deployment, AI ML pipeline, and model monitoring.

  • Communication: Excellent written and verbal communication skills.

Desired Qualities

  • Analytical Mindset: Ability to interpret data and metrics.

  • Collaboration: Technical proficiency and ability to work with technical teams.

  • ML Techniques: Familiarity with algorithms like RNN, CNN, GNN, GAN.

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