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AI/ML Developer

Job ID: 2206478
Location: CHANTILLY, VA, United States
Date Posted: Apr 28, 2022
Category: Software
Subcategory: SW Engineer
Schedule: Full-time
Shift: Day Job
Travel: No
Minimum Clearance Required: TS/SCI
Clearance Level Must Be Able to Obtain: TS/SCI with Poly
Potential for Remote Work: No
Benefits: Click here

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Job Description

Description

SAIC, a leading provider of systems development & deployment, targeting & intelligence analysis, systems engineering & integration, and training capabilities and solutions for the Intelligence Community, is seeking creative and dedicated professionals to fulfill their career goals and objectives while delivering mission excellence on programs of national importance.

We are seeking an experienced, AI/ML Developer to be part of a fast-paced, dynamic team working on a cutting edge program in support of national security objectives. 

 

The AI/ML Developer role is assigned Team 1; there are four teams. Typical duties include:

  • Perform RDT&E using expertise AI expertise including Natural Language Processing, Machine Learning, Predictive Modeling, Statistical Analysis and Hypothesis testing, using the latest offerings from open source, industry, and academia. Use structured and unstructured multimodal datasets to evolve D3P data analytic capabilities to support end-user data discovery.
  • Perform all phases of AI/ML model development to include identification of training and test data from public and classified sources, cleaning and tagging data, visualizing and manipulating for model creation, iterative training of models, evaluations to find bet performing algorithms, model tuning, use of autoML, exploration of accelerators (e.g. transfer learning), integration into data pipelines, and packaging for deployment consistent with reference architecture (services, workers and producers on streaming/messaging system).
  • Propose innovations that enhance exploitation capabilities, as well as to improve the quality, accelerate the production, or reduce production costs.
  • Document work using practices and tools including notebooks, visualization, publication of standard evaluation metrics and practices. Promote “explainability” and review monitoring data including suggested lab and production feedback loops. Detect “model and data drift” to continuously maintain and improve model quality.

Qualifications

Required:

  • Active TS/SCI clearance; CI Poly preferred
  • Bachelor's degree
  • 6+ years of experience


Covid Policy: SAIC does not require COVID-19 vaccinations or boosters. Customer site vaccination requirements must be followed when work is performed at a customer site.

Overview

SAIC® is a premier Fortune 500® technology integrator driving our nation's technology transformation. Our robust portfolio of offerings across the defense, space, civilian, and intelligence markets includes secure high-end solutions in engineering, digital, artificial intelligence, and mission solutions. Using our expertise and understanding of existing and emerging technologies, we integrate the best components from our own portfolio and our partner ecosystem to deliver innovative, effective, and efficient solutions that are critical to achieving our customers' missions.

We are more than 26,500 strong; driven by mission, united by purpose, and inspired by opportunities. SAIC is an Equal Opportunity Employer, fostering a respectful work culture based on diversity, equity, and inclusion that values all contributors. Headquartered in Reston, Virginia, SAIC has annual revenues of approximately $7.1 billion. For more information, visit saic.com.

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