AI/ML Engineer

Insight Global
McLean, VA, United States
20 days ago
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Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours

Tech stack

Query Performance Application Programming Interfaces (APIs) Artificial Intelligence Amazon Web Services Data Transformation Data Retrieval Python (Programming Language) PostgreSQL Machine Learning Systems Integration Retrieval-Augmented Generation Large Language Models
+4 more
Generative AI Data Management Restful APIs Docker

Job description

Implement and maintain RAG pipelines, including document processing, embedding generation, retrieval configuration, and prompt assembly. Integrate LLMs into applications using available APIs and frameworks. Develop and maintain REST API interactions to support data retrieval and system integration. Design or refine Postgres schemas to improve data organization and query performance.

Requirements

Experience developing AI/ML applications with a focus on Retrieval-Augmented Generation (RAG) or similar retrieval-based workflows. Proficiency with Python and common data/AI libraries. Experience designing and using REST APIs to retrieve, process or integrate data. Familiarity with LLMs and integrating them into applications.

Desired Skills: Experience working with Docker Containers for development. Experience with vector databases, data transformation, AWS, and containerized development environments.

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