Noblis

Data Scientist - Subject Matter Expert

Noblis$176K — $276K *
Aerospace & Defense
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • Master's degree or PhD in Data Science, Computer Science, Electrical Engineering, Applied Mathematics, or a closely related field
  • 10+ years of experience in data science or machine learning, specifically within U.S. government or defense/intelligence sectors
  • Hands-on experience with AI/ML model validation and adversarial robustness methodologies
  • Proficiency in Python, R, or similar languages, along with experience in ML frameworks like TensorFlow or PyTorch
  • Experience with remote sensing data types and techniques
  • Knowledge of uncertainty quantification methods and statistical analysis relevant to sensor data
  • U.S. Citizenship with an Active Top Secret / SCI security clearance

Responsibilities

  • Design and implement AI/ML validation and testing frameworks for assessing model performance
  • Lead data curation and feature engineering processes for multi-source sensor data
  • Conduct adversarial attack research and develop countermeasures for AI/ML models
  • Apply advanced AI/ML techniques for sensor system characterization
  • Develop analysis tools and software for intelligence workflows and decision support
  • Perform uncertainty analysis on AI/ML model outputs and communicate findings
  • Provide SME-level guidance on the integration of autonomous systems and AI architecture

Benefits

  • Comprehensive health, life, and disability insurance
  • Financial and retirement benefits, including tuition assistance
  • Paid leave and professional development opportunities
  • Programs supporting work-life balance and total well-being
  • Recognition and awards for exceptional employee performance
Full Job Description
Responsibilities

**This position is for upcoming work and is contingent upon task award/funding.

** This will be an onsite position at Noblis HQ in Reston, VA.

We are seeking a highly experienced Data Scientist - Subject Matter Expert (SME) to support a dynamic government contracting program focused on advanced sensing, autonomous systems, and artificial intelligence. Operating at the intersection of cross-domain intelligence, remote sensing, and AI/ML development, the ideal candidate will bring deep technical expertise and a proven track record of delivering high-impact analytical solutions in complex, mission-driven environments. This role demands a self-directed leader capable of guiding technical strategy, driving innovation, and delivering rigorous analytical outputs to senior government stakeholders.

Key Responsibilities
  • Design, develop, and execute AI/ML validation and testing frameworks to assess model performance, robustness, and operational reliability across cross-domain remote sensing applications
  • Lead data curation and feature engineering pipelines, transforming raw multi-source sensor data into high-quality, mission-ready datasets optimized for machine learning workflows
  • Conduct AI/ML adversarial attack research and optimization, identifying system vulnerabilities and developing countermeasures to harden models against adversarial exploitation
  • Apply advanced AI/ML techniques to support enhanced characterization of sensor systems, improving detection, classification, and identification capabilities across operational domains
  • Develop and contribute to analysis tools and software supporting intelligence workflows, sensor data exploitation, and decision-support applications
  • Perform rigorous uncertainty analysis on AI/ML model outputs, quantifying confidence levels and communicating risk to technical and non-technical government stakeholders
  • Provide SME-level technical guidance on autonomous systems integration, advising on AI architecture, algorithm selection, and system-level performance evaluation

Required Qualifications

Master's degree or PhD in Data Science, Computer Science, Electrical Engineering, Applied Mathematics, or a closely related technical field
  • 10+ years of experience in data science or machine learning, with demonstrated expertise supporting U.S. government or defense/intelligence community programs
  • Proven hands-on experience with AI/ML model validation, testing, and adversarial robustness methodologies in operational or near-operational environments
  • Strong proficiency in Python, R, or equivalent languages, with experience using ML frameworks such as TensorFlow, PyTorch, or scikit-learn
  • Demonstrated experience with remote sensing data types (e.g., EO/IR, SAR, multi/hyperspectral) and associated exploitation techniques
  • Practical knowledge of uncertainty quantification methods and statistical analysis applied to sensor or intelligence data
  • US Citizen with an Active Top Secret / SCI security clearance

Desired Qualifications

  • Preferred experience with rapid capability development and acquisition, relevant military operations, or technology transition from R&D to fielding.

Total Rewards

At Noblis we recognize and reward your contributions, provide you with growth opportunities, and support your total well-being. Our offerings include health, life, disability, financial, and retirement benefits, as well as paid leave, professional development, tuition assistance, and work-life programs. Our award programs acknowledge employees for exceptional performance and superior demonstration of our service standards. Full-time and part-time employees working at least 20 hours a week on a regular basis are eligible to participate in our benefit programs. Other offerings may be provided for employees not within this category. We encourage you to learn more about our total benefits by visiting the Benefits page on our Careers site.

Compensation at Noblis is determined by various factors, including but not limited to, the combination of education, certifications, knowledge, skills, competencies, and experience, internal and external equity, location, clearance level, as well as contract-specific affordability, organizational requirements and applicable employment laws. The projected compensation range for this position is based on full time status. For part time or on-call staff, compensation is proportionately adjusted based on hours worked. While monetary compensation is important, it's just one component of Noblis' total compensation package.

Posted Salary Range

USD $176,800.00 - USD $276,250.00 /Yr.

About Noblis

Noblis is an American not-for-profit science, technology, and strategy organization that provides technical and advisory services to federal government clients. Noblis works in the areas of national security, intelligence, transportation, healthcare, environmental sustainability, and enterprise transformation. Noblis was created in 1996 when Mitretek Systems Inc. was split into two separate entities. The other entity became known as Noblis ESI. Noblis has been recognized as one of the best places to work in the Washington, D.C. area by the Washington Business Journal and the Washingtonian.
Learn more about Noblis
Size
1,500 employees
Industry
Founded
1996

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