AI/ML Engineer - TSSCI w/ Poly
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
Job source
Tech stack
Geographic Information Systems
Artificial Intelligence
Amazon Web Services
Microsoft Azure
Python (Programming Language)
PostgreSQL
Machine Learning
Performance Tuning
Cloud Platform System
Retrieval-Augmented Generation
Large Language Models
Restful APIs
+1 more
Data Pipelines
Job description
- Design, develop, and prototype solutions leveraging RAG models and LLMs
- Build and iterate on proof-of-concept applications to explore emerging technologies
- Implement and integrate with RESTful APIs for retrieving and exchanging data
- Work with Postgres to store, query, and manage data for AI/ML applications
- Collaborate with researchers and engineers to evaluate approaches, document findings, and recommend next steps
- Contribute to knowledge-sharing within the team on AI/ML advancements and experimental outcomes
Requirements
- Strong proficiency in Python
- Experience developing and implementing RAG models and working with large language models (LLMs)
- Experience working with RESTful APIs for retrieving and exchanging data
- Strong experience with Postgres (schema design, querying, performance optimization)
- Exposure to or interest in geospatial data and technologies
- Experience with data pipelines or vector databases for AI/ML applications
- Familiarity with cloud environments (AWS, GCP, or Azure) for building prototypes
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