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(Principle) Data Scientist (III/IV/V) - Sensor Analytics & Data Fusion
- Frederick, Maryland, United States
- Frederick, Maryland, United States
Über
Sensor Data Co-Development Analyze commercial and operational data to identify high-value signals and features for proprietary sensor collection Develop algorithms that optimize sensor performance and collection strategies through data-driven feedback Design experiments to validate sensor utility and correlation with existing intelligence sources
Model Development & Data Fusion Build ML models that fuse proprietary sensor data with commercial datasets to detect patterns, anomalies, and emerging trends Develop recommendation engines and decision support algorithms that deliver actionable products to customers Implement explainable AI techniques to ensure model transparency for stakeholders
Technical Leadership & Collaboration Provide technical mentorship to growing data science team; establish best practices for model development, testing, and deployment Collaborate with sensor hardware and software engineering teams to ensure data collection, storage, and processing requirements are met Deploy production ML systems using cloud infrastructure (AWS/GCP) with appropriate security controls Communicate technical findings and data-driven insights to customers and non-technical stakeholders
Required Qualifications Master’s or PhD in Computer Science, Statistics, Electrical Engineering, Data Science, or related quantitative field We encourage applicants at different stages of their career to apply, and will hire at the level that fits the successful applicants background. Data Scientist III: 4+ years in data science/ML engineering with at least 2+ years working with sensor data, signals intelligence, or multi-source data fusion Data Scientist IV: 6+ years in data science/ML engineering with at least 2+ years working with sensor data, signals intelligence, or multi-source data fusion Principal Data Scientist: 8+ years in data science/ML engineering with at least 2+ years working with sensor data, signals intelligence, or multi-source data fusion
S. Citizen with active Secret clearance or ability to obtain TS/SCI (adjust based on your program requirements) Expert Python programming; production ML experience with tools like TensorFlow/PyTorch/Scikit-learn Demonstrated experience evaluating, acquiring, and integrating third-party datasets into analytics pipelines Strong foundation in signal processing, feature engineering, and time-series analysis Experience deploying production ML systems on cloud platforms with MLOps practices Track record of translating ambiguous problems into technical solutions with measurable customer impact Excellent communication skills with demonstrated experience working across hardware, software, and business stakeholders Preferred Skills Background in defense, intelligence community, or aerospace with knowledge of SIGINT, GEOINT, or ISR operations Experience with sensor phenomenology (RF, EO/IR, acoustic, etc.) and understanding of sensor performance parameters Familiarity with commercial intelligence data sources: satellite imagery providers (Maxar, Planet), AIS/ADS-B, open-source intelligence (OSINT) platforms Experience with geospatial analytics, temporal pattern detection, or maritime/aviation domain awareness Knowledge of graph databases, entity resolution, and multi-INT fusion techniques Active TS/SCI clearance Prior experience in early-stage product development or startup environments What We Offer Competitive salary ($115,000–$230,000)
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Sprachkenntnisse
- English
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