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Data Scientist

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Job ID: 2214944
Location: ALEXANDRIA, VA, United States
Date Posted: Nov 7, 2022
Category: Engineering and Sciences
Subcategory: Systems Engineer
Schedule: Full-time
Shift: Day Job
Travel: Yes, 10 % of the Time
Minimum Clearance Required: Secret
Clearance Level Must Be Able to Obtain: None
Potential for Remote Work: Hybrid Remote
Benefits: Click here

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Job Description

Description

SAIC is actively seeking a Data Scientist with an active Secret clearance to support our customer in Alexandria, VA.

The Data Scientist will lead the integration of data science, artificial intelligence and machine learning tools, techniques and methodologies into DoD policy, guidance, and training for DoD’s 100,000 plus engineers using DoD’s Specialty Engineering (SpE) disciplines (Reliability and Maintainability (R&M) Engineering, Manufacturing and Quality (M&Q) Engineering, Human Systems Integration (HSI), and System Safety Engineering).  This is a hybrid remote position that requires periodic on-site meetings in the National Capitol Region.   

Job Responsibilities:

  • Technical aspects of data analysis, ML and other AI techniques applicable to specialty engineering (particularly R&M and M&Q) including use of sensors and telemetry for data collection and condition based maintenance
  • Research and development of guidance for assessment of human-AI teaming in operational contexts to include how use of AI/ML in DoD weapons systems affects those systems’ reliability, quality and system safety
  • Tailoring data analytics and AI/ML use for specialty engineering to different Adaptive Acquisition Framework (AAF) pathways
  • Research and development of guidance for metrics and assessment techniques for coverage, bias, safety, and robustness of ML models
  • Research and development of guidance for use of AI and ML on Service Maintenance Data Collection Systems

Qualifications

Required Education and Experience:

  • Bachelors and nine (9) years or more experience; Masters and seven (7) years or more experience ; PhD or JD and four (4) years or more experience

Required Clearance:

  • Secret clearance required
  • US citizenship required

Required Skills:

  • Experience is pre-analytic areas of data collection, understanding, cleansing, integration, storage and retrieval.  Ability to determine the appropriate analytics based on the data and the desired outcomes, using techniques including feature detection, statistics, data mining, predictive modeling, machine learning, natural language processing, and business intelligence.
  • Demonstrated interpretation of the validity of results in order to communicate the meaning of those results.
  • Familiarity with data wrangling, analytics, visualization software and programming languages, including analytics methods for big data.
  • Excellent written and verbal communications skills with the ability to compile, analyze, interpret, report, present, and respond to inquiries on data, information, and procedures associated with Specialty Engineering initiatives.
  • Excellent customer service skills, with an advanced understanding of customer relationship building.  
  • Proficient in various data analysis tools, techniques and methods to apply qualitative and quantitative methods to the analysis of data utilizing various libraries and packages, including extract, transform, and load (ETL) tools, data APIs, and data services.  Use of AI/ML libraries and frameworks such as TensorFlow, Keras, and PyTorch. 
  • Experience applying machine learning to signal processing and/or other time-series data analysis applications. 
  • Experience creating data visualizations or dashboards using relational and aggregate data sources, including experience working with any of the following: Pandas, Tableau, matplotlib, D3, neo4j.

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 approximately 26,000 strong; driven by mission, united by purpose, and inspired by opportunities. SAIC is an Equal Opportunity Employer, fostering a culture of diversity, equity, and inclusion, which is core to our values and important to attract and retain exceptional talent. Headquartered in Reston, Virginia, SAIC has annual revenues of approximately $7.4 billion. For more information, visit saic.com. For ongoing news, please visit our newsroom.

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