Trident · 7 hours ago
Data Scientist
Fairfax, VA
Full-time
Onsite
Entry, Mid Level
2+ years expTrident is a trusted provider of aerospace and defense electronics and processing systems. The Data Scientist will support Department of Defense customers by developing and deploying data-driven models that leverage machine learning and advanced technologies to analyze time-series telemetry and operational system data.
Enterprise SoftwareElectronicsConsumer GoodsSoftwareRoboticsInformation TechnologyComputerConsumer ElectronicsCRM
No H1B
Security Clearance RequiredU.S. Citizen Only
Responsibilities
Develop and evaluate machine learning models using Python to analyze time-series and telemetry data
Perform data exploration, feature engineering, and preprocessing on structured and semi-structured datasets
Develop Physics-informed models based on the known relationships of signals for systems with low historical data available
Implement algorithms for anomaly detection, predictive modeling, and trend analysis in operational data
Support model validation, performance evaluation, and documentation
Contribute to the deployment of models into production and embedded environments in coordination with engineering teams
Collaborate with data visualization and software teams to integrate model outputs into dashboards and decision-support tools
Document methodologies, assumptions, and results for technical and non-technical stakeholders
Stay current with emerging machine learning techniques and apply best practices to ongoing projects
Perform other duties as assigned
Qualification
Required
Master's degree in Data Science, Computer Science, Engineering, Applied Mathematics, or a related field with 0 years of experience, or Bachelor's degree in a related field with 2+ years of relevant experience (or equivalent experience in lieu of a degree)
Proficiency in Python for data analysis and machine learning
Experience with common machine learning libraries (e.g., scikit-learn, PyTorch, TensorFlow, or similar)
Familiarity with time-series data, telemetry, or sensor-based datasets
Working knowledge of data analysis tools such as NumPy, Pandas, and SciPy
Ability to communicate technical concepts clearly in both written and verbal form
Strong analytical thinking and problem-solving skills
Must be a U.S. Citizen with the ability to obtain and maintain a security clearance
Preferred
Experience applying machine learning to predictive maintenance, health monitoring, or operational analytics on time-series data systems
Exposure to model deployment concepts (e.g., batch pipelines, APIs, or edge/embedded environments)
Familiarity with cloud platforms or big data environments
Experience working in a government or DoD context
Familiarity with the relationship between engine signals and performance
Knowledge of version control (e.g., Git) and collaborative development workflows
Benefits
Health benefits
Medical
Dental
Vision
Basic life with AD&D
Short term disability
Long term disability
Ancillary (Voluntary life with AD&D, accident, critical illness, hospital, and pet)
Spending accounts (HSA, FSA, and DCFSA)
Paid time off
Holidays
401(k) (including automatic company contribution)
Tuition reimbursement
Leaves (Parental, pregnancy, and military)
Potential annual bonus
Company
Trident
Trident has built a reputation as a trusted provider of proven space flight units, power & processing systems, command and control solutions and atmospheric and airborne sensors.
51-200 employees
Funding
Current Stage
Growth StageTotal Funding
unknown2023-07-17Acquired
Leadership Team
Lorin Hattrup
Chief Executive Officer
James Yates
Chief Growth & Strategy Officer
Recent News
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