Job Description
MLOps Engineer | Chennai / Hyderabad | On-site | 3+ Years | Immediate Joiner
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Job Title: MLOps Engineer
Location: Chennai/Hyderabad
Experience: 5 – 12 Years
Notice Period: Immediate to 30 Days
Job Description
We are seeking an experienced MLOps Engineer to design, implement, and maintain scalable machine learning pipelines and infrastructure. The role requires a strong understanding of ML lifecycle management, CI/CD for ML models, and cloud platforms to ensure seamless integration between data science and production environments.
Key Responsibilities
- Build, deploy, and manage end-to-end ML pipelines from experimentation to production.
- Develop and maintain CI/CD workflows for ML models.
- Automate training, testing, monitoring, and retraining processes.
- Manage model versioning, deployment, and scaling in production environments.
- Ensure observability, logging, and monitoring for ML models and pipelines.
- Collaborate with data scientists, data engineers, and software engineers to deliver robust ML solutions.
- Optimize cost, performance, and reliability of ML infrastructure.
Required Skills
- Strong proficiency in Python and ML frameworks (TensorFlow, PyTorch, Scikit-learn).
- Hands-on experience with CI/CD tools (GitHub Actions, Jenkins, GitLab CI/CD, Argo).
- Proficiency in Docker, Kubernetes, and container orchestration.
- Experience with cloud platforms (AWS Sagemaker, Azure ML, GCP Vertex AI).
- Knowledge of ML model monitoring, logging, and A/B testing.
- Understanding of data pipelines, ETL, and feature stores.
- Strong problem-solving and debugging skills.
Good to Have
- Experience with infrastructure as code (IaC) using Terraform/CloudFormation.
- Exposure to data versioning tools like DVC, MLflow, or Kubeflow.
- Knowledge of security and compliance in ML systems.
Seniority level
Employment type
Job function
Industries
- Software Development, IT System Custom Software Development, and IT Services and IT Consulting
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