Data Scientist

NT Concepts•Herndon, VA

22d•Hybrid

About The Position

Working at NT Concepts means that you are part of an innovative, agile company dedicated to solving the most critical challenges in National Security. We're looking for the best and the brightest to join us in supporting this mission. If meaningful work, initiative, creativity, and continuous self-improvement are important to your career, join our growing team and discover What's Next for you. Mission Focus: As a Data Scientist, you will contribute to a program advancing state-of-the-art modeling and prediction capabilities focused on object detection robustness. Working within a cross-functional team and reporting to a technical lead, you will operate across the machine learning development lifecycle, from data curation and synthetic data generation to model training, evaluation, and delivery. Our delivery teams follow SAFe Agile practices, embrace the Ops ethos (DataOps/DevSecOps/MLOps) to "automate-first," and leverage modern tech stacks. This position requires a mid-to-senior level of experience, a passion for mission support, and a strong desire to solve our customers' hardest technical and data challenges. Clearance : Active TS Clearance with ability to obtain TS/SCI. US Citizenship is required. Location/Flexibility: Herndon, VA with remote flexibility. Must be local to the DC Metro area.

Requirements

5+ years of experience in data science, machine learning, or a related field
Hands-on experience with data curation techniques for overhead imagery (optical or SAR) and computer vision model development
Experience building and maintaining ETL or data processing pipelines
Proficiency in Python and familiarity with machine learning and deep learning libraries such as PyTorch
Experience with Git-based version control systems
Proficiency working in the Linux operating system
Strong analytical and problem-solving skills
Ability to work in a fast-paced, collaborative, Agile environment
Eligibility to work in classified environments and hold required security clearances
Active TS Clearance with ability to obtain TS/SCI
US Citizenship is required

Nice To Haves

Experience with synthetic data generation and analysis for computer vision applications
Experience with cloud-based or distributed computing platforms
Experience deploying models into production and supporting ongoing operations and maintenance
Experience communicating technical results to non-technical audiences or contributing to customer-facing deliverables
Awareness of emerging data science, AI/ML, and big-data technologies relevant to national security missions
Experience contributing to technical proposals

Responsibilities

Curate, transform, and optimize imagery data, including optical, Synthetic Aperture Radar (SAR), and synthetic data, for use by machine learning algorithms
Design and maintain data conversion and ETL pipelines to prepare customer data for model training
Generate and analyze synthetic data to augment computer vision models where real-world data is scarce
Train, evaluate, and optimize deep neural network models on overhead imagery, including hyperparameter tuning and performance analysis
Perform exploratory data analysis, feature engineering, and preprocessing to improve model performance
Develop and visualize explainable AI metrics and model performance indicators
Incorporate research and development outputs into the operational code base
Communicate analytic findings to both technical and non-technical stakeholders
Contribute to solutioning sessions and technical sections of project proposals