ML Engineer - LLMs, AI Pipelines & Production

Abile Group, Inc; Chantilly (VA); On-site; USD 140,000 - 170,000; Full time

Job summary

Abile Group, Inc. is seeking a ServiceNow Developer-style engineer to design and implement ML pipelines, deploy LLMs, and build scalable AI solutions for an intelligence community customer.

You will work on end-to-end ML systems, from data handling to cloud deployment, in a fast-paced, collaborative environment. Requires TS/SCI with CI Poly, a strong Python background, experience with Git/Docker, and familiarity with LangChain, vector databases, and RAG architectures.

Qualifications

• Bachelor's degree in computer science, software engineering, data science, or related field.
• Five years of professional software development or ML engineering experience.
• Strong Python, OOP, data structures, and algorithms knowledge.
• Experience with Git, Docker, and database management (SQL/NoSQL).
• Familiarity with LLMs, LangChain, LangGraph, and vector databases.

Responsibilities

• Develop and maintain ML pipelines using Python and modern ML frameworks.
• Implement and optimize algorithms for integrating and deploying LLMs.
• Build RESTful APIs and microservices for production ML models.
• Write clean, documented code following OOP principles.
• Collaborate with cross-functional teams to translate requirements into solutions.
• Manage training data, model artifacts, and application state in SQL/NoSQL and vector stores.
• Containerize ML apps with Docker for consistent deployment.
• Use Git for version control and participate in code reviews.
• Test and debug ML applications to ensure reliability.
• Support deployment and monitoring of AI models in cloud environments.
• Stay updated with ML, LLMs, and AI engineering best practices.

Skills

Python programming

Git version control

Docker containerization

LangChain & LangGraph

RAG architectures

RESTful APIs

SQL/NoSQL databases

Cloud platforms

ML model deployment

Education

Bachelor's degree in CS/Software Eng/Data Science

Master's degree preferred

Tools

LangChain

LangGraph

Job description

Abile Group, Inc. is seeking a ServiceNow Developer-style engineer to design and implement ML pipelines, deploy LLMs, and build scalable AI solutions for an intelligence community customer.

You will work on end-to-end ML systems, from data handling to cloud deployment, in a fast-paced, collaborative environment. Requires TS/SCI with CI Poly, a strong Python background, experience with Git/Docker, and familiarity with LangChain, vector databases, and RAG architectures.