Data Scientist - AI/ML (TS/SCI w/ Poly)

Parsons Corporation

$112K — $196K *
Aerospace & Defense
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • Active TS/SCI w/ polygraph required for consideration
  • Bachelor's degree in relevant field with 8 years of experience; advanced degree may substitute for experience
  • 3+ years of experience in Defensive Cyber Operations
  • 3+ years of experience with machine learning techniques and statistical model evaluation

Responsibilities

  • Utilize statistics and machine learning to address intelligence questions and produce actionable insights
  • Apply machine learning to identify data features and build classifiers
  • Evaluate statistical models and collaborate with developers to implement them in production
  • Curate, extract, and integrate data from diverse sources for analysis
  • Collaborate with team to develop performance monitoring tools for models
  • Work with analysts to refine results and provide in-depth interpretations
  • Communicate analytical results to stakeholders effectively
  • Document processes and implement configuration management for datasets

Benefits

  • Best-in-class medical, dental, and vision coverage
  • Paid time off and flexible work schedules
  • 401(k) plan
  • Life insurance
  • Holidays that accommodate a busy lifestyle
Full Job Description
Job Description:

Parsons is seeking an experienced Data Scientist to provide embedded Defensive Cyber operations support, capability integration, and rapid prototyping in support of USCYBERCOM. In this role you will be responsible for collaborating with headquarters and local customers to develop analytic capabilities. You'll be a critical member on a small team, responsible for bringing your high-level software engineering skills to bear on a critical national security mission.

What You'll Be Doing:
  • Perform/utilize statistics, machine learning and analytic approaches to answer key intelligence questions, producing results and re-usable products that provide real value to Intelligence Analysts.
  • Apply machine learning techniques to identify and transform data features, find hidden patterns and trends, build and optimize classifiers, create automated anomaly detection systems, and automate steps of a process.
  • Evaluate statistical models to determine the validity of analyses, implement evaluated models into production by collaborating with software developers, periodically re-evaluate and refine machine learning models being used in production.
  • Curate and collect the data from a variety of traditional and non-traditional sources: extract data from sources, transform and integrate data in line with existing data, and load data into data stores for access by others.
  • Collaborate with Data Scientists to develop processes and tools to monitor and analyze model performance and data accuracy.
  • Work with analysts to interpret analytic results and refine analysis as needed.
  • Effectively communicate results and ideas to key decision makers, analysts and other stakeholders and shall provide information as appropriate.
  • Perform documentation of all processes, models and activities by developing, documents, and implement a configuration management plan for data sets.
  • Research latest data science tradecraft and technology.


What Required Skills You'll Bring:
  • Active TS/SCI w/ polygraph required for consideration
  • Bachelor's degree in relevant field and 8 years of experience; an advanced degree will be considered in lieu of years of experience.
  • 3+ years of Defensive Cyber Operations experience.
  • 3+ years of Machine Learning techniques and statistical model evaluation.


What Desired Skills You'll Bring:
  • Master's degree in relevant field and 4 years of experience.
  • Demonstrated proficiency with R or Python, and SQL to manipulate data and draw insights from large and small data sets
  • Exposure to AWS (Amazon Web Services), Cisco (CCNA), and/or STIGs/IAVA, Big Data Platform (BDP)
  • Strong background and skills in Linux (Ubuntu, CentOS, RHEL)/Windows/Virtual environments
  • A problem solver who can get in, be given a project, and use engineering skills to determine a solution
  • Python, Jupyter Notebooks, Network Analysis Tools


Security Clearance Requirement:
An active Top Secret SCI w/Polygraph security clearance is required for this position.

This position is part of our Federal Solutions team.

Salary Range: $112,200.00 - $196,400.00

We value our employees and want our employees to take care of their overall wellbeing, which is why we offer best-in-class benefits such as medical, dental, vision, paid time off, 401(k), life insurance, flexible work schedules, and holidays to fit your busy lifestyle!

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