
Data Science Manager, Journeyman (USCG)
- Washington DC
- $80,000-107,000 per year
- Permanent
- Full-time
- Develop and apply methods to identify, collect, process, and analyze large volumes of data to build and enhance products, processes, and systems.
- Conduct data mining and retrieval, and apply statistical and mathematical analyses to identify trends, solve analytical problems, optimize performance, maintenance, and sustainment, and improve overall processes.
- Apply programming, statistics, and visualization to glean insights from large and disparate data sources.
- Conduct trade studies, provide information on data quality, and perform data mining for studies regarding design space exploration.
- Provide recommendations for improvement, and data use, including development of standards, understanding data from trade, feasibility and in-life assessments.
- Bachelor’s degree in a relevant field such as operations research, data science, applied mathematics or statistics, business management, or human resources management.
- A Master’s level degree in a relevant field may be used to fulfill part of the years of experience requirement.
- At least four (4) years of recent, relevant professional experience applying statistical analysis and data mining to apply, learn, and improve understanding of data. Ideal experience will include:
- Working with web based collaboration tools (e.g. SharePoint).
- Using Python, R, and/or MATLAB.
- Developing detailed/interactive visualizations and exploratory data analysis.
- Using Machine Learning, statistical methods, and natural language processing.
- An ideal candidate will have obtained this experience in a US Coast Guard, Navy, DOD, or other Federal environment.
- Experience performing and presenting results of simulations and sampling techniques such as Monte Carlo, Latin Hypercube, Markov Chain, etc.
- Knowledge of programming languages and tools such as Python, R, RShiny, and Jupyter Notebooks.
- Knowledge of and skill in the use of Structured Query Language (SQL), Python data science and visualization packages (PyMC3, matplotlib, Bokeh, Sci-Kit, TensorFlow), MatLAB, PHP, Tableau, and similar data integration services and data visualization tools.
- Proficiency with common productivity software including the Microsoft Office suite.
- Strong communication skills.
- Paid Time Off (accrued)
- Paid Holidays
- 401(k) with employer match and traditional/Roth options
- Medical Insurance (3 plan options) + TRICARE Supplemental Coverage
- Dental Insurance (2 plan options)
- Vision Insurance Plan
- Healthcare and Dependent Care Flexible Spending Accounts
- Commuter/Transit Benefits
- Basic Life/AD&D, Short-Term and Long-Term Disability Insurance
- Supplemental Life Insurance
- Pet Benefits
- Legal Resources
- ID Theft Benefits
- Employee Assistant Plan and Work-Life Program
- Voluntary Leave Transfer Program
- Tuition Reimbursement Program
- Employee Referral Program