Senior AI/ ML Developer (TS SCI with POLY)

Aperio GlobalChantilly, VA
55d$200 - $250

About The Position

Aperio Global is seeking an AI/ML Developer to support an innovative team in McLean VA. This position is part of an innovative R&D team dedicated to exploring and prototyping cutting-edge AI technologies. You’ll operate in a fast-paced, experimentation-driven environment, developing and testing modern approaches using Retrieval-Augmented Generation (RAG), large language models (LLMs), and other emerging technologies to tackle complex technical challenges.

Requirements

  • Bachelor’s degree in Computer Science, Mathematics, Statistics, or a related field; equivalent professional experience may substitute.
  • 8+ years of relevant technical experience.
  • Strong Python skills.
  • Hands-on experience developing and implementing RAG models and LLM-based solutions.
  • Experience designing and integrating RESTful APIs.
  • Deep expertise with Postgres (schema design, querying, and performance tuning).
  • This position requires a TS SCI with POLY. ONLY candidates who have the appropriate clearance level will be considered.

Nice To Haves

  • Background or interest in working with geospatial data, systems, or analytic tools.
  • Experience developing or maintaining data pipelines and utilizing vector databases to support AI/ML workflows.
  • Familiarity with cloud-based environments such as AWS, Google Cloud Platform, or Microsoft Azure, including deploying or testing prototypes in cloud infrastructure.

Responsibilities

  • Design, develop, and prototype solutions leveraging RAG architectures and LLMs.
  • Build and iterate on proof-of-concept applications to evaluate and demonstrate new technologies.
  • Develop and integrate with RESTful APIs to enable data retrieval and exchange across systems.
  • Utilize Postgres for data modeling, querying, and performance optimization in AI/ML contexts.
  • Collaborate with researchers and engineers to assess new approaches, document results, and recommend next steps.
  • Share insights and findings to support teamwide knowledge growth in AI/ML advancements and experimentation.

Benefits

  • Health Care Plan (Medical, Dental & Vision)
  • Retirement Plan (401k, IRA)
  • Life Insurance (Basic, Voluntary & AD&D)
  • Paid Time Off (Vacation, Sick & Public Holidays)
  • Short Term & Long Term Disability
  • (and much more)
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