10 Aug
|
Aligned Automation Services
|
Pune
10 Aug
Aligned Automation Services
Pune
About the Job
About Aligned Automation
At Aligned Automation, we live
by our "Better Together" philosophy to build a better
world. As a strategic service provider to Fortune 500 companies, we help
digitize enterprise operations and drive impactful business strategies. Our purpose
goes beyond projects—we strive to deliver meaningful, sustainable change that
shapes a more optimistic and equitable future.
Our culture is deeply rooted in
our 4Cs—Care, Courage, Curiosity,
and Collaboration—ensuring that each employee is empowered to grow,
innovate, and thrive in an inclusive workplace.
About the Role
Key Responsibilities
- Design, build, and maintain scalable MLOps platforms for training, deploying, monitoring, and managing machine learning models.
- Develop and optimize CI/CD pipelines for ML applications using GitLab CI, Jenkins etc.
- Containerize applications using Docker and orchestrate workloads using Kubernetes.
- Build and maintain ML pipelines using Kubeflow, MLflow, Airflow, Argo Workflows, or similar orchestration tools.
- Implement model versioning,
experiment tracking, model registry, and reproducible ML workflows.
- Deploy ML models as REST/gRPC APIs using FastAPI, Flask, or similar frameworks.
- Configure monitoring, logging, and alerting using Prometheus, Grafana, Dynatrace, or Splunk.
- Optimize model serving performance, scalability, and resource utilization.
- Work closely with Data Scientists, Data Engineers, Platform Engineers, and Software Developers to productionize ML solutions.
- Ensure platform security, governance, and compliance following DevSecOps best practices.
- Troubleshoot production issues and perform root cause analysis for ML workloads.
Required Technical Skills
- Solid programming experience in Python.
- Hands-on experience with Docker, Kubernetes, Helm, and containerized deployments.
- Strong knowledge of Git, branching strategies, merge requests, and CI/CD.
- Experience with MLflow, Kubeflow, Airflow, or similar MLOps tools.
📌 Senior MLOps Engineer (Pune)
🏢 Aligned Automation Services
📍 Pune