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AI/ML Engineer - TSSCI w/ Poly

Insight Global

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At a glance

Compensation
No compensation found
Location
McLean, VA
Work Authorization
Not specified

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Job overview

The AI/ML Engineer will design, develop, and prototype solutions using Retrieval‑Augmented Generation models and large language models, build proof‑of‑concept applications, integrate RESTful APIs, and manage data with Postgres while collaborating with researchers and engineers to evaluate approaches and share knowledge on AI/ML advancements.

Skills & qualifications

RequiredNice to have

Skills

PythonRAG ModelsLarge Language ModelsRESTful APIsPostgresGeospatial DataData PipelinesVector DatabasesAWSGCPAzure

Full job description

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

Skills and 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

We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal employment opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment without regard to race, color, ethnicity, religion, sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military or uniformed service member status, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or the recruiting process, please send a request to [email protected].

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