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Data Scientist, AI/ML (DCO)

Annapolis, MD, US • Posted 1 day ago • Updated 12 hours ago

Full Time

On-site

USD $195,000.00 - 210,000.00 per year

Fitment

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Job Details

Skills

Artificial Intelligence
Management
Statistics
Collaboration
Analytical Skill
Configuration Management
Research
Data Science
Machine Learning (ML)
Statistical Models
Evaluation
R
SQL
Amazon Web Services
Cisco
Cisco Certifications
STIG
IAVA
Big Data
Linux
Ubuntu
CentOS
Red Hat Enterprise Linux
Microsoft Windows
Python
Jupyter
Network Analysis

Summary

Overview:
Possesses and applies comprehensive knowledge across key tasks and high-impact assignments. Plans and leads major technology assignments, evaluates performance results, and recommends major changes affecting short-term project growth and success. Functions as a technical expert across multiple project assignments and may supervise others.

What You'll Be Doing:

Perform and utilize statistics, machine learning, and analytic approaches to answer key intelligence questions, producing results and reusable 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, and periodically re-evaluate and refine machine learning models being used in production.
Curate and collect data from a variety of traditional and non-traditional sources, including extracting data, transforming and integrating it with existing data, and loading it 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 provide information as appropriate.
Document all processes, models, and activities by developing and implementing a configuration management plan for data sets.
Research the latest data science tradecraft and technology.

What Required Skills You'll Bring:

Active TS/SCI with polygraph required for consideration.
Bachelor's degree in a relevant field and 8 years of experience; an advanced degree may be considered in lieu of years of experience.
3+ years of Defensive Cyber Operations experience.
3+ years of experience with machine learning techniques and statistical model evaluation.

What Desired Skills You'll Bring:

Master's degree in a 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 and Big Data Platform (BDP).
Strong background and skills in Linux (Ubuntu, CentOS, RHEL), Windows, and virtual environments.
A problem solver who can take on a project and use engineering skills to determine a solution.
Experience with Python, Jupyter Notebooks, and network analysis tools.

TS/SCI with polygraph is required.

Employers have access to artificial intelligence language tools (“AI”) that help generate and enhance job descriptions and AI may have been used to create this description. The position description has been reviewed for accuracy and Dice believes it to correctly reflect the job opportunity.

Dice Id: 91091699
Position Id: c1025e39328618add300e0218d83be75
Posted 1 day ago

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