AI / ML Lead Engineer

JSR Tech Consulting is a major investment firm seeking multiple Lead Machine Learning Engineers with strong experience in AI/ML solutions. The role focuses on deploying and managing Generative AI models while ensuring scalable and secure enterprise solutions.

Responsibilities:

• Deploy, monitor, and maintain GenAI/LLM models in production environments
• Build and manage data pipelines and storage solutions supporting ML workflows
• Leverage cloud platforms (AWS preferred) for deployment, scaling, and infrastructure management
• Implement containerization (Docker) and orchestration (Kubernetes) strategies
• Develop and manage CI/CD pipelines, version control (Git), and automated deployment processes
• Implement security best practices, authentication/authorization, and monitoring systems
• Apply advanced GenAI techniques including RAG, hallucination detection, and human-in-the-loop systems
• Design and develop agent and multi-agent systems using frameworks such as LangChain
• Optimize infrastructure and model performance, including GPU/TPU utilization and cost optimization

Requirements:

• 5+ years of experience as a Machine Learning Engineer, including production deployments
• Strong programming skills in Python and solid software engineering fundamentals
• Hands-on experience with GenAI/LLMs, prompt engineering, and model serving
• Experience with cloud platforms (AWS, Azure, or GCP)
• Experience with containerization and orchestration (Docker, Kubernetes)
• Familiarity with DevOps practices, CI/CD, and automation tools
• Strong understanding of the ML lifecycle (training, testing, deployment, monitoring)
• Ability to work independently in a fast-paced environment
• Experience with Hugging Face and GenAI-specific frameworks
• Experience building agentic or multi-agent systems
• Experience with infrastructure as code (Terraform, CloudFormation)
• Proven experience optimizing cost and performance of AI/ML systems