Assistant Research Scientist (PREP0003672) Johns Hopkins University

Salary: $20-$30 per hour

PREP Research Associate

Project Description

This project contributes to the development of the Metrics Hub within the NIST's Trustworthy and Responsible Artificial Intelligence Resource Center (AIRC). The student will assist in collecting and packaging relevant metrics for AI testing, identifying key metadata that support the creation of accessible resources for the AIRC website, benefiting the broader AI community and the public. This project will support the operationalization of the NIST AI Risk Management Framework (AI RMF 1.0) by providing essential metrics for testing, evaluation, verification, and validation (TEVV) of AI systems.

Research Title

AIRC Metric Hub Development

Key Responsibilities

• Identify and collect relevant metrics for AI TEVV, aligning with the AI RMF 1.0.
• Curate the collected metrics, ensuring they are packaged, accessible and usable for the users of the AIRC website
• Help design relevant use cases that contextualize metrics for the border AI community
• Collaborate effectively with cross-functional and interdisciplinary stakeholders to ensure successful project outcomes

Deliverables

• A set of AI metrics are identified, packaged, and made available through the AIRC Metrics Hub. Estimating 2-5 metrics per month.
• Draft document outlining at least one use case per metric that illustrates the practical application in AI testing.of

Qualifications

• Familiarity with concepts related to testing, evaluation, verification, and validation (TEVV) of AI systems
• Background in Computer Science, Statistics, HCI, or related field
• Education level: graduate student
• Strong interest in metrics for AI systems
• Familiarity with scientific reading and technical writing.

Please upload the following with your application:

- CV/Resume

*Please limit C.V to 3 pages only and ONLY include a valid email address for your contact info. Your resume will not be considered if the following information is included on your CV/resume.

- Self portraits

- Phone number

- Home address/Country

- Citizenship status

- Languages spoken

- Sex/Gender

Privacy Act Statement

Authority: 15 U.S.C. A 278g-1(e)(1) and (e)(3) and 15 U.S.C. A 272(b) and (c)

Purpose: The National Institute for Standards and Technology (NIST) hosts the Professional Research Experience Program (PREP) which is designed to provide valuable laboratory experience and financial assistance to undergraduates, post-bachelor's degree holders, graduate students, master's degree holders, postdocs, and faculty.

PREP is a 5-year cooperative agreement between NIST laboratories and participating PREP Universities to establish a collaborative research relationship between NIST and U.S. institutions of higher education in the following disciplines including (but may not be limited to) biochemistry, biological sciences, chemistry, computer science, engineering, electronics, materials science, mathematics, nanoscale science, neutron science, physical science, physics, and statistics. This collection of information is needed to facilitate administrative functions of the PREP Program.

Routine Uses: NIST will use the information collected to perform the requisite reviews of the applications to determine eligibility, and to meet programmatic requirements. Disclosure of this information is also subject to all the published routine uses as identified in the Privacy Act System of Records Notices: NIST-1: NIST Associates.

Disclosure: Furnishing this information is voluntary. When you submit the form, you are indicating your voluntary consent for NIST to use the information you submit for the purpose stated.