Computer Systems Researcher (Artificial Intelligence/Machine Learning Research) - Mid to Experienced Level (Maryland)

National Security Agency Inc; Fort Meade (MD); In loco; USD 105.000 - 193.000; Tempo pieno

Vantaggi offerti da questo lavoro

Comprehensive benefits package

Descrizione del lavoro

NSA is seeking Computer Science professionals to tackle complex problems, test innovative approaches, and research new solutions for storing, manipulating, and presenting information. Join our team to develop technologies and tools, collaborate with academia and industry, and contribute to national security.

This is a full-time role focused on advancing state-of-the-art research and producing production-grade systems for mission users.

Competenze

• Degree must be in CS or CE with a concentration in foundational CS areas.
• Relevant experience in CS research, including AI/ML, HPC, and systems.
• Entry levels defined: Full Performance, Senior, with specified experience.

Mansioni

• Conduct scientific experiments, document results, and communicate findings to colleagues and decision makers.
• Train, test, and deploy machine learning models.
• Apply software engineering principles to design and develop software applications.
• Design and optimize algorithms, data structures, modeling, and analytics for real-world problems.

Conoscenze

Algorithms

Computer Architecture

Programming Languages

Data Structures

Logic & Computation

Advanced Mathematics

Formazione

Bachelor's degree in Computer Science or Computer Engineering

Master's degree in CS/CE

Doctoral degree

Associate's degree + 5 years experience

Strumenti

N/A

Descrizione del lavoro

Responsibilities

NSA Research Scientists are actively expanding the boundaries of what can be accomplished with artificial intelligence, machine learning, human-machine teaming, software reverse engineering, data science, novel architectures, cyber security, high performance computing, and computational linguistics. Our experts generalize mission problems, advance the scientific state-of-the-art to solve problems, and work with other NSA organizations to get solutions in front of mission users and decision-makers. Our researchers also have the opportunity to collaborate regularly with the scientific community, academia, industry, and other government laboratories; publish papers on unclassified aspects of our work in scientific journals and at conferences; transfer NSA technology to the marketplace through open source software releases and public-private partnerships; serve as faculty members at local universities; and participate in university and K-12 STEM outreach activities across the country. The ideal candidate must be able to demonstrate sound judgement, strong technical skills and the ability to work effectively in a dynamic team environment, as well as independently. Excellent oral and written communication skills, and a proven track record of analyzing and solving technical problems with innovative solutions are also preferred. The candidate should have demonstrated success in conducting Computer Science research to include turning research ideas into running prototype-grade systems. As a Computer Systems Researcher, other responsibilities may include: - Conducting scientific experiments, documenting results, and communicating with colleagues, customers, and decision makers - Training, testing, and deploying machine learning models - Applying software engineering principles to design and/or develop software applications - Designing and optimizing algorithms, data structures, modeling, and analytics to solve real-world scientific problems - Using principles, techniques, procedures, and tools to architect and facilitate the development of hardware solutions - Developing methods and applications for tools to exploit and analyze computer systems and network vulnerabilities - Modeling, simulating, prototyping, and/or benchmarking high performance computing systems. - Developing and implementing approaches to increase the productivity and/or efficiency of high performance computers - Investigating and validating the security properties claimed by confidential computing mechanisms and architectures - Advancing the understanding and capabilities for flexible, layered integrity measurement and attestation architectures and mechanisms - Research, design, and prototype novel approaches to operating system, hypervisor, or firmware security - Applying machine learning models to perform enhanced monitoring and anomaly detection on embedded systems' network communications to include IoT devices using Bluetooth and other wireless IoT protocols - Transitioning state-of-the-art AI/ML research from proofs-of-concept to production-grade systems capable of processing exascale multimodal data streams - Developing 'efficient AI' techniques, including quantization, pruning, and distillation, to deploy sophisticated models in resource-constrained or highly secure environments, i.e., edge - Researching methods for AI safety, robustness against adversarial attacks, and formal verification of neural network behaviors in critical mission security contexts

The minimum qualifications for this position require a degree that demonstrates a concentration of Computer Science (CS) courses in foundational CS areas.

Job Summary

NSA is in search of Computer Science professionals to solve complex problems, test innovative approaches and research new solutions to storing, manipulating, and presenting information. We are looking for you to apply your computer science expertise to projects that seek to create new standards for the transformation of information. If you want to develop technologies and tools and be a part of cutting edge innovations; join our team of experts! Help protect national security interests as part of the world's most advanced team of computer science professionals! Are you looking to apply your computer science and other technical expertise to develop technologies and tools and be a part of cutting edge innovations? Come join our team of experts! NSA is in search of Research Scientists and Senior Research Scientists to solve complex problems, test innovative approaches and research new solutions to make the U.S. and its allies safer and more secure. Help protect national security interests as part of the world's most advanced team of computer science professionals.

The minimum qualifications for this position require a degree that demonstrates a concentration of Computer Science (CS) courses in foundational CS areas.

Qualifications

The qualifications listed are the minimum acceptable to be considered for the position. Degree must be in Computer Science (CS) or Computer Engineering (CE). Other STEM fields (e.g., Engineering, Mathematics, or Information Systems (IS)) may be considered relevant if the programs contain, at minimum, a concentration of courses in the following foundational CS areas: algorithms; computer architecture (not network architecture); programming methodologies and languages; data structures; logic and computation; and advanced mathematics (for example, calculus, discrete mathematics). Relevant experience must be in one or more of the following: computer systems research, simulation/model development and prototyping, software design, programming, computational science, algorithm analysis and design, reverse engineering, designing/developing computer or information systems, including engineering hardware or software, machine learning, artificial intelligence, visualization, human‑computer interaction, data science, or high performance computing. FULL PERFORMANCE Entry is with a Bachelor's degree plus 3 years of relevant experience or a Master's degree plus 1 year of relevant experience or a Doctoral degree and no experience. An Associate's degree plus 5 years of relevant experience may be considered for individuals with in-depth experience that is clearly related to the position. SENIOR Entry is with a Bachelor's degree plus 6 years of relevant experience or a Master's degree plus 4 years of relevant experience or a Doctoral degree plus 2 years of relevant experience. An Associate's degree plus 8 years of relevant experience may be considered for individuals with in-depth experience that is clearly related to the position.

Pay, Benefits, & Work Schedule

Pay: Salary offers are based on candidates' education level and years of experience relevant to the position and also take into account information provided by the hiring manager/organization regarding the work level for the position. Salary Range: $105,262 - $192,764 (Full Performance, Senior) Salary range varies by location, work level, and relevant experience to the position. Training will be provided based on the selectee's needs and experience. Benefits: NSA offers a comprehensive benefits package. Work Schedule: This is a full-time position, Monday - Friday, with basic 8hr/day work requirement between 6:00 a.m. and 6:00 p.m. (flexible). DCIPS Trial Period: If selected for this position, you will be required to serve a two-year DCIPS trial period, unless you are a veterans' preference-eligible employee, in which case you are required to serve a one-year trial period. This trial period runs concurrently with your commitment to the position, if applicable. Before finalizing your appointment at the conclusion of your trial period, NSA will determine whether your continued employment advances the public interest. This decision will be based on factors such as your performance and conduct; the Agency's needs and interests; whether your continued employment would advance the Agency's organizational goals; and whether your continued employment would advance the efficiency of the Federal service. Upon completion of your trial period, your employment will be terminated unless you receive certification, in writing, that your continued employment advances the public interest. If you do not receive certification for continued employment, you should receive written notice prior to the end of your trial period that your employment will be terminated and the effective date of such termination.

DCIPS Disclaimer

• VETERANS AND TRANSITIONING SERVICE MEMBERS Thank you for your service! The National Security Agency (NSA) is part of the Defense Civilian Intelligence Personnel System (DCIPS). All positions at NSA are in the Excepted Service under Title 10, United States Codes (U.S.C.), Section 1601 appointment authority. Veterans' Preference In accordance with the procedures provided in DoD Instruction 1400.25, Volume 2005, "DoD Civilian Personnel Management System: Defense Civilian Intelligence Personnel System Employment and Placement," NSA applies veterans' preference, as defined by Section 2108 of Title 5, U.S.C., to eligible candidates. If you are claiming veterans' preference, you are required to provide acceptable documentation of your preference eligibility upon application. Acceptable documentation includes: - DD-214: "Certificate of Release or Discharge from Active Duty," which shows dates of service and discharge under honorable conditions (Copy 4); OR - Certification of