Data Scientist
Core
Lead the development of statistical and machine learning models to detect kinematic behaviors and inform system development for mission partners.
Role type
Senior IC data scientist (spatial intelligence & time series)
Builds
Mission-focused software capabilities, analytic solutions, and data pipelines for operational awareness
Domain
Defense/Intelligence, Geospatial, Time Series
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Python (pandas, numpy, scikit-learn), statistical modeling, time series analysis, geospatial data processing, feature engineering, classifier optimization, ETL, data visualization, PostgreSQL, Git, event forecasting
Preferred skills
Deep Learning (PyTorch, Keras, TensorFlow), radar data processing, data correlation analysis
Technologies
Python, pandas, numpy, scikit-learn, matplotlib, scipy, PostgreSQL, HDFS, Git, PyTorch, Keras, TensorFlow
Responsibilities
Design analytic solutions meeting customer needs, integrate multi-source data for a common operating picture, implement statistical analyses and scoring metrics, create training/test datasets, perform data cleansing and ETL, produce analytic reports and visualizations, interface with stakeholders to decompose mission needs, select and implement industry ML algorithms
Seniority
Senior, hands-on IC