Noblis

Data Scientist (AI/ML)

Noblis$90K — $141K *
Aerospace & Defense
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Active Top Secret/SCI clearance with current Polygraph required.
  • Bachelor's degree with 3 years of experience; OR Master's with 1 year; OR Associate's with 6 years; OR High School/GED with 9 years of experience.
  • Strong foundation in machine learning, mathematics, and statistics.
  • Proficient in Python, PostgreSQL/SQL, Apache Spark, and Git.
  • Experience with open-source and large-scale datasets.
  • Strong data cleaning and transformation skills for complex datasets.
  • Experience with data visualization tools like Tableau.

Responsibilities

  • Analyze large structured and unstructured datasets to derive actionable insights.
  • Support production AI/ML infrastructure and operations, including troubleshooting and user support.
  • Maintain and optimize Kubernetes-based platform operations.
  • Work within containerized model-serving environments, focusing on operational support.
  • Explore and model data to uncover significant patterns and trends.
  • Design and refine machine learning models for mission applications.
  • Develop data visualizations to communicate findings effectively.

Benefits

  • Health, life, and disability benefits.
  • Financial and retirement benefits.
  • Paid leave and professional development opportunities.
  • Tuition assistance and work-life programs.
  • Recognition awards for exceptional performance.
Full Job Description
Responsibilities

Noblis is seeking a Data Scientist (Artificial Intelligence / Machine Learning) to join our team in Chantilly, Virginia!

As a Data Scientist, you will provide technical expertise to government customers by applying machine learning, statistical analysis, and data mining techniques to derive actionable insights from complex datasets. You will also contribute to the full model lifecycle, including model development, versioning, deployment, monitoring, and vulnerability identification.

The ideal candidate will have experience analyzing cyber data and applying data science methodologies to solve complex customer problems, with strong proficiency in Python and experience working with modern AI/ML technologies and cloud-based environments.

Job Responsibilities:
  • Analyze large volumes of structured and unstructured data using open-source datasets, statistical software, cloud services, and AI/ML technologies to identify meaningful patterns, relationships, and insights.
  • Support production AI/ML infrastructure and operations, including platform maintenance, issue triage, troubleshooting, and user support.
  • Support Kubernetes-based platform operations, including the use of management and deployment tools to maintain and optimize AI/ML environments.
  • Work with containerized model-serving environments, contributing to configuration updates, authentication, troubleshooting, and operational support for LLM and multimodal AI capabilities.
  • Explore and model data to identify relevant patterns, trends, relationships, and features of interest.
  • Design, develop, train, evaluate, and refine machine learning models to support mission-focused applications.
  • Collect, curate, clean, transform, and process large-scale structured and unstructured datasets for analytical and machine learning applications.
  • Research, implement, evaluate, and document analytical methodologies, models, and outcomes.
  • Leverage high-performance computing (HPC) resources, including GPU clusters and cloud-based platforms, to support large-scale data processing and model development.
  • Develop data visualizations and analytical products using tools such as Tableau to effectively communicate findings and recommendations to technical and non-technical stakeholders.
#HighlyCleared
Required Qualifications

  • Active Top Secret/SCI (TS/SCI) clearance with a current Polygraph.
  • U.S. Citizenship is required.
  • Bachelor's degree with 3 years of related experience; OR Master's degree with 1 year of related experience; OR Associate's degree with 6 years of related experience; OR High School diploma/GED with 9 years of related experience.
  • Strong foundation in machine learning, mathematics, and statistics.
  • Proficiency with industry-standard data science tools, technologies, and programming languages, including Python, PostgreSQL/SQL, Apache Spark, and Git.
  • Experience working with open-source and large-scale datasets.
  • Demonstrated ability to clean, transform, manage, and optimize large, complex datasets for analytical and machine learning applications.
  • Experience with data visualization tools, such as Tableau.
  • Experience working with cyber data, including platforms such as Shodan and Censys.
  • Fundamental understanding of a range of AI/ML techniques, with the ability to select and apply appropriate methods to address specific problems.
  • Strong written and verbal communication skills, with the ability to effectively communicate technical concepts and analytical findings to both technical and non-technical audiences.


#HighlyCleared

Desired Qualifications

  • Familiarity with developing, retraining, or using AI and Machine Learning packages.
  • Experience with Apache NiFi
  • Familiarity with distributed data processing and big data technologies such as Hadoop, Apache Spark, or similar parallel computing frameworks.
  • Experience working in cloud environments, including Amazon Web Services (AWS), Google Cloud Platform (GCP), and/or Microsoft Azure.
  • Knowledge of software and hardware optimization techniques to improve the performance and scalability of data-intensive and AI/ML workloads.

Overview

Overview

Noblis and our wholly owned subsidiaries, Noblis ESI and Noblis MSD, take on some of the nation's toughest challenges, delivering advanced solutions to our customers' most critical missions. We bring together leading scientific, engineering, and management expertise in a culture grounded in objectivity and collaboration, ensuring our work creates lasting impact across federal missions.

We work with a broad range of government agencies in the defense, intelligence, and federal civilian sectors. Learn more and find opportunities at careers.noblis.org

Remote/hybrid status is subject to change based on Noblis and/or government requirements.

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 $90,700.00 - USD $141,775.00 /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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