06 Aug
|
VMC Soft Technologies
|
Hyderabad
06 Aug
VMC Soft Technologies
Hyderabad
Job Title
MLOps / AI Engineer Experience: 8 10 Years
Job Summary Looking for an experienced MLOps / AI Engineer to build, deploy, and manage enterprise AI/ML platforms and production-grade ML/LLM applications. The ideal candidate should have expertise in Python, Azure ML, Docker, Kubernetes, CI/CD, MLOps, LLMs, RAG, and cloud platforms (Azure/AWS/GCP). Key Responsibilities
- Build and maintain end-to-end MLOps pipelines for model training, deployment, monitoring, retraining, and lifecycle management.
- Develop ML models using Python and Azure Machine Learning.
- Deploy AI workloads using Docker and Kubernetes.
- Build CI/CD pipelines and automate infrastructure using Terraform/Bicep/ARM/CloudFormation.
- Develop LLM & Generative AI solutions using RAG, Prompt Engineering, Embeddings, Vector Databases, and Agentic AI.
- Integrate with Azure OpenAI, OpenAI, Anthropic Claude, or AWS Bedrock.
- Monitor model performance, drift, logging, tracing, and production health.
- Implement security, IAM, secrets management,
encryption, and governance.
- Provide production support and incident resolution.
Mandatory Skills
- 8 10 years of MLOps / AI Engineering experience.
- Python & Linux.
- Azure ML / AWS / GCP.
- Docker & Kubernetes.
- CI/CD (GitHub Actions, Azure DevOps, Jenkins).
- Terraform / ARM / Bicep / CloudFormation.
- MLflow / Kubeflow / SageMaker / Azure ML.
- LLMs, RAG, Prompt Engineering, Embeddings, Vector Databases.
- Azure OpenAI / OpenAI / Anthropic / AWS Bedrock.
- Monitoring, Model Drift, Observability.
Valuable-to-Have Skills
- Agentic AI Frameworks.
- MLflow / Kubeflow.
- Prometheus, Grafana, CloudWatch, Azure Monitor.
- ITIL / Production Support.
- High Availability AI Platforms.
Education
- Bachelor's or Master's degree in Computer Science, AI, Data Science, Information Technology, or related field.
📌 MLOps / AI Engineer (Hyderabad)
🏢 VMC Soft Technologies
📍 Hyderabad