Senior GenAI ML Engineer - Production & Deployment

JSR Tech Consulting; Newark (NJ); Hybrid; USD 96,000 - 117,000; Full time

Job summary

JSR Tech Consulting is seeking a Senior Machine Learning Engineer to advance GenAI initiatives in production. You will bridge theory and practical deployment, ensuring scalable, secure GenAI solutions with cost-conscious designs.

You will leverage Python, cloud platforms, containers, and CI/CD to drive reliable model delivery, while exploring LLMs, RAG, and agentic architectures in a fast-paced, collaborative environment.

Qualifications

• 5+ years of production ML engineering experience.
• Strong Python and software engineering fundamentals.
• Experience deploying GenAI models and pipelines.
• Proficiency with cloud platforms (AWS/Azure/GCP).
• Familiarity with DevOps automation tools.

Responsibilities

• Deploy, monitor, and maintain GenAI models in production.
• Build data pipelines and storage for model operations.
• Use cloud platforms for deployment and orchestration.
• Develop CI/CD pipelines and manage version control.
• Implement secure coding, auth, and monitoring.
• Apply GenAI frameworks and prompt engineering.
• Work with LangChain and multi-agent systems.
• Optimize costs of GenAI deployments.

Skills

Python

GenAI

Model deployment

Cloud platforms

Docker

Kubernetes

Terraform/CloudFormation

LLMs

Prompt engineering

Development

DevOps

Education

Bachelor's degree in CS/Engineering/Data Science

MS/PhD preferred

Tools

Docker

Kubernetes

Terraform/CloudFormation

Git

Job description

JSR Tech Consulting is seeking a Senior Machine Learning Engineer to advance GenAI initiatives in production. You will bridge theory and practical deployment, ensuring scalable, secure GenAI solutions with cost-conscious designs.

You will leverage Python, cloud platforms, containers, and CI/CD to drive reliable model delivery, while exploring LLMs, RAG, and agentic architectures in a fast-paced, collaborative environment.