Data Scientist Level 2
Indexed description
- Requisition ID: 2390
- Standard Title: Junior Data Scientist
- Required Security Clearance: Top Secret/SCI with Full Scope Polygraph
- Location: Annapolis Junction, MD
- Work Type: On-Site
- Shift: First
- Referral Eligibility: Eligible
- U.S. Citizenship Required? Yes
Essential Duties And Responsibilities
- Produce data visualizations that provide insight into dataset structure and meaning.
- Work with subject matter experts (SMEs) to identify important information in raw data and develop scripts that extract this information from a variety of data formats, including SQL tables, structured metadata, and network logs.
- Incorporate SME input into feature vectors suitable for analytic development and testing.
- Translate customer qualitative analysis processes and goals into quantitative formulations coded into software prototypes.
- Develop and implement statistical, machine learning, and heuristic techniques to create descriptive, predictive, and prescriptive analytics.
- Develop statistical tests to make data-driven recommendations and decisions.
- Develop experiments to collect data or models to simulate data when required data are unavailable.
- Develop feature vectors for input into machine learning algorithms.
- Identify the most appropriate algorithm for a given dataset and tune input and model parameters.
- Evaluate and validate the performance of analytics using standard techniques and metrics, including cross-validation, ROC curves, and confusion matrices.
- Oversee the development of individual analytic efforts and guide the team in the analytic development process.
- Guide analytic development toward solutions that can scale to large datasets.
- Partner with software engineers and cloud developers to develop production analytics.
- Develop and train machine learning systems based on statistical analysis of data characteristics to support mission automation.
- Active TS/SCI with Full Scope Polygraph.
- Proficiency in programming languages such as Python and R for data manipulation, analysis, and algorithm implementation.
- Strong foundation in statistics and probability, including regression analysis, hypothesis testing, and statistical distributions.
- Knowledge of machine learning algorithms and frameworks, such as TensorFlow and Scikit-Learn.
- Ability to perform data wrangling, including cleaning, transforming, and organizing complex datasets into usable formats.
- Familiarity with SQL and database management systems such as PostgreSQL and MongoDB.
- Experience with data visualization tools such as Tableau and Matplotlib.
- Bachelor’s degree from an accredited college or university in a quantitative discipline, such as statistics, mathematics, operations research, engineering, or computer science.
- Five (5) years of experience analyzing datasets and developing analytics.
- Five (5) years of experience programming with data analysis software such as R, Python, SAS, or MATLAB.
- Experience partnering with software engineers and cloud developers to develop production analytics.
- Experience guiding analytic development efforts toward scalable solutions for large datasets.
- Experience translating customer qualitative analysis processes into quantitative software-based solutions.
Associate Degree 9
Bachelor’s Degree 5
Master’s Degree 5
PhD 1
Required Certifications
- None specified.
- Active TS/SCI with Full Scope Polygraph.
- Competitive fixed salary or hourly pay (based on experience, skills, location, and internal equity).
- Employee referral bonuses up to $10,000 per hired referral.
- Additional bonus opportunities for exceptional performance and contributions to business development and company growth (role-dependent).
- 100% company-paid medical premiums for employees and eligible dependents.
- Choose from multiple plan options with CareFirst, Kaiser, and UnitedHealthcare, including PPO, POS, HMO, and HSA-compatible plans.
- 100% company-paid dental premiums for employees and eligible dependents.
- 100% company-paid vision premiums for employees and eligible dependents.
- 100% company-paid premiums for short-term disability.
- 100% company-paid premiums for long-term disability.
- 100% company-paid premiums for accidental death & dismemberment (AD&D).
- 100% company-paid premiums for life insurance up to $200,000.
- 401(k) with immediate vesting: 4% company match plus a 4% non-elective company contribution (8% total).
- 401(k) pre-tax and Roth options.
- Up to 20 days of flexible paid time off (PTO).
- 11 paid floating holidays.
- Flexible work schedules, including flex time and compressed work periods (contract and project-dependent).
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