Senior or Lead DevOps Engineer/Sr Automation Expert
1 week ago
Role Summary: Mandatory (Min 6 m-2 years in Gen Ai)
We are seeking a Senior or Lead DevOps Engineer with hands-on experience in automating and scaling Generative AI (GenAI) projects. This role will focus on building robust, secure, and scalable MLOps/DevOps pipelines tailored for GenAI workflows, enabling rapid development, experimentation, and deployment of large-scale AI models.
Key Responsibilities:
- Design, build, and maintain CI/CD pipelines for GenAI model development, training, and deployment.
- Automate provisioning and scaling of infrastructure for GenAI workloads using tools like Terraform, Ansible, or Pulumi.
- Optimize GPU/TPU usage and monitor model performance in production environments.
- Integrate GenAI workflows (e.g., LLM fine-tuning, embedding generation, RAG pipelines) into production-grade infrastructure.
- Collaborate with ML Engineers, Data Scientists, and Platform Engineers to ensure reproducibility, versioning, and traceability of models and datasets.
- Implement observability for GenAI workloads (logging, monitoring, alerting).
- Ensure best practices around security, compliance, and cost optimization in cloud and hybrid environments.
Required Skills & Qualifications:
- 5+ years of DevOps / MLOps experience, with at least 12 years in GenAI-focused environments.
- Strong proficiency in automation tools: Docker, Kubernetes, Terraform, Jenkins/GitLab CI, Helm.
- Hands-on experience with LLMs, transformer-based models, or GenAI frameworks (e.g., Hugging Face, LangChain, OpenAI, or similar).
- Deep understanding of cloud platforms (AWS/GCP/Azure), especially AI/ML services like Sagemaker, Vertex AI, or Azure ML.
- Experience in monitoring large-scale systems (Prometheus, Grafana, ELK).
- Familiarity with model/version management tools (MLflow, Weights & Biases, DVC).
- Strong scripting skills – Python, Bash, or Go.
Preferred Qualifications:
- Experience with RAG (Retrieval-Augmented Generation) pipelines.
- Exposure to LLMOps, prompt management tools, or GenAI orchestration platforms (e.g., LangServe, BentoML, FastAPI).
- Experience with enterprise security standards for ML environments.
Soft Skills:
- Strong problem-solving mindset and ownership of delivery.
- Ability to lead infrastructure design discussions for GenAI projects.
- Effective communicator, able to work cross-functionally across AI, data, and DevOps teams.
What You'll Get:
- Opportunity to shape and scale GenAI infrastructure in production.
- Work with state-of-the-art models and tools.
- Competitive compensation, flexible working environment, and growth opportunities.
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