Captivation · 1 day ago
Data Scientist 3 - MLOps
Annapolis Junction, MD
Full-time
Onsite
Senior Level, Lead/Staff
$130K/yr - $270K/yr
10+ years expCaptivation Software is looking for a senior level Data Scientist who has a significant MLOps and data science background. The role involves developing analytics solutions, leading a team of data scientists, and working closely with subject matter experts to translate qualitative data into quantitative insights.
Artificial Intelligence (AI)Developer APIsDevOpsDSPMachine LearningSoftware
No H1B
Security Clearance RequiredU.S. Citizen Only
Responsibilities
Produce data visualizations that provide insight into dataset structure and meaning
Work with subject matters experts (SMEs) to identify important information in raw data and develop scripts that extract this information from a variety of data formats (e.g., SQL tables, structured metadata, network logs)
Incorporate SME input into feature vectors suitable for analytic development and testing
Translate customer qualitative analysis process and goals into quantitative formulations that are 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 (e.g. cross validation, ROC curves, confusion matrices)
Oversee the development of individual analytic efforts and guide team in 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
Lead a team of data scientists in the development of multiple analytic efforts
Work with customers and SMEs to define analytic requirements and guide the team in formulating analytics that meet requirements
Guide the transition of prototyped analytics to production system
Understand emerging machine learning and pattern recognition algorithms and guide a team of data scientists in integrating state-of-the-art algorithms into solutions
Delegate analysis responsibilities to one or more team members and monitor performance
Qualification
Required
Must currently hold a Top Secret/SCI U.S. Government security clearance with a favorable Polygraph, therefore all candidates must be a U.S. citizen
A minimum of ten (10) years of experience in two (2) or more of the following: Designing/Implementing machine learning, Data mining, Advanced analytical algorithms, Advanced statistical analysis, Artificial intelligence, Software engineering with data analysis software such as R, Python, SAS, or MATLAB
Bachelor's degree or higher from an accredited college or university in a quantitative discipline (e.g., statistics, mathematics, operations research, engineering or computer science)
An additional four (4) years of experience in software development, cloud development, analyzing datasets, or developing descriptive, predictive, and prescriptive analytics can be substituted for a Bachelor's degree
A Master's Degree from an accredited college or university in a quantitative discipline can be substituted for two (2) years of experience for a total of eight (8) years of experience required
A Doctoral Degree from an accredited college or university in a quantitative discipline can be substituted for four (4) years of experience for a total of six (6) years of experience required
Benefits
Up to 20% 401k contribution (No Matching Required and Vested from Day 1)
Above Market Hourly Rates
$3,400 HSA Contribution
6 Weeks Paid Time Off
Company Paid Employee Medical/Dental/Vision Insurance/Life Insurance/Short-Term & Long-Term Disability/AD&D
Company
Captivation
Build something to be proud of. Captivation is focused on engineering digital solutions for mission makers.
11-50 employees
Funding
Current Stage
Early StageCompany data provided by crunchbase