Gain familiarity with existing literature on data annotation and LLM as judge * Understand NIST's role and ongoing efforts in assessing and measuring the validity and reliability of AI-related risks ...
Gain familiarity with existing literature on data annotation and LLM as judge * Understand NIST's role and ongoing efforts in assessing and measuring the validity and reliability of AI-related risks ...
Principal Firmware Reverse Engineer (AI-Assisted)
Columbia, MD · On-site
$180 - $240/hr
This role bridges deep reverse engineering expertise with emerging AI/LLM technologies to create ... Apply AI-assisted techniques to binary analysis, annotation, and pattern identification
Principal Firmware Reverse Engineer (AI-Assisted)
Columbia, MD · On-site
$180 - $240/hr
This role bridges deep reverse engineering expertise with emerging AI/LLM technologies to create ... Apply AI-assisted techniques to binary analysis, annotation, and pattern identification
This role bridges deep reverse engineering expertise with emerging AI/LLM technologies to create ... Apply AI-assisted techniques to binary analysis, annotation, and pattern identification
This role bridges deep reverse engineering expertise with emerging AI/LLM technologies to create ... Apply AI-assisted techniques to binary analysis, annotation, and pattern identification
This role bridges deep reverse engineering expertise with emerging AI/LLM technologies to create ... Apply AI-assisted techniques to binary analysis, annotation, and pattern identification
This role bridges deep reverse engineering expertise with emerging AI/LLM technologies to create ... Apply AI-assisted techniques to binary analysis, annotation, and pattern identification
Principal Firmware Reverse Engineer (AI-Assisted)
Columbia, MD · On-site
$151K/yr
This role bridges deep reverse engineering expertise with emerging AI/LLM technologies to create ... Apply AI-assisted techniques to binary analysis, annotation, and pattern identification
Principal Firmware Reverse Engineer (AI-Assisted)
Columbia, MD · On-site
$151K/yr
This role bridges deep reverse engineering expertise with emerging AI/LLM technologies to create ... Apply AI-assisted techniques to binary analysis, annotation, and pattern identification
Senior Data Scientist
Reston, VA · On-site
... LLM fine-tuning). Additionally, this person will be working on quick proof-of-concept solutions but ... Coordinate data collection and annotation efforts for supervised training efforts * Design and ...
Senior Data Scientist
Reston, VA · On-site
... LLM fine-tuning). Additionally, this person will be working on quick proof-of-concept solutions but ... Coordinate data collection and annotation efforts for supervised training efforts * Design and ...
Software Engineer (AI-Assisted Reverse Engineering Tooling)
Laurel, MD · On-site
$240 - $270/hr
Apply AI-assisted techniques to binary analysis, annotation, and pattern identification. * Support ... Hands-on experience with AI- or LLM-powered developer tools, including chat-based interfaces or ...
Software Engineer (AI-Assisted Reverse Engineering Tooling)
Laurel, MD · On-site
$240 - $270/hr
Apply AI-assisted techniques to binary analysis, annotation, and pattern identification. * Support ... Hands-on experience with AI- or LLM-powered developer tools, including chat-based interfaces or ...
Senior Data Scientist
Ellicott City, MD · On-site
Train and optimize NLP\/LLM models and create Python based pipelines \n * Experience building cloud ... annotation tools and semantic frameworks. \n * Ability to clean and process large amounts of real ...
Senior Data Scientist
Ellicott City, MD · On-site
Train and optimize NLP\/LLM models and create Python based pipelines \n * Experience building cloud ... annotation tools and semantic frameworks. \n * Ability to clean and process large amounts of real ...
Software Engineer
Washington, DC · On-site
... annotation, and hiding terabytes behind sub-200 ms interactions. • Partner with the design and ... to utilize LLM tools (Claude-Code, Cursor, Codex) to accelerate coding and debugging Preferred ...
Software Engineer
Washington, DC · On-site
... annotation, and hiding terabytes behind sub-200 ms interactions. • Partner with the design and ... to utilize LLM tools (Claude-Code, Cursor, Codex) to accelerate coding and debugging Preferred ...
Principal Firmware Reverse Engineer III AI-Assisted with Security Clearance
Fort George G Meade, MD · On-site
$209K - $266K/yr
Apply AI-assisted techniques to binary analysis, pattern identification, code annotation, and ... in expanding AI/LLM capabilities and applications * Ability to learn and apply emerging ...
New
Principal Firmware Reverse Engineer III AI-Assisted with Security Clearance
Fort George G Meade, MD · On-site
$209K - $266K/yr
Apply AI-assisted techniques to binary analysis, pattern identification, code annotation, and ... in expanding AI/LLM capabilities and applications * Ability to learn and apply emerging ...
New
... annotation, DEG), and Digital Spatial Profiling (annotation, QC, normalization, spatial ... Incorporate AI/LLM-based extraction where appropriate, with clear validation and communication to ...
... annotation, DEG), and Digital Spatial Profiling (annotation, QC, normalization, spatial ... Incorporate AI/LLM-based extraction where appropriate, with clear validation and communication to ...
Software Engineer
Washington, DC · On-site
$120K - $210K/yr
Design delightful data workflow such as instant search, realtime diffing, collaborative annotation ... Ability to utilize LLM tools (Claude-Code, Cursor, Codex) to accelerate coding and debugging ...
Software Engineer
Washington, DC · On-site
$120K - $210K/yr
Design delightful data workflow such as instant search, realtime diffing, collaborative annotation ... Ability to utilize LLM tools (Claude-Code, Cursor, Codex) to accelerate coding and debugging ...
Software Engineer (AI Assisted Reverse Engineering Tooling)
Columbia, MD · On-site
$231K/yr
Apply AI-assisted techniques to binary analysis, annotation, and pattern identification * Reverse ... Experience with AI- or LLM-powered developer tools, including chat-based interfaces or automated ...
Software Engineer (AI Assisted Reverse Engineering Tooling)
Columbia, MD · On-site
$231K/yr
Apply AI-assisted techniques to binary analysis, annotation, and pattern identification * Reverse ... Experience with AI- or LLM-powered developer tools, including chat-based interfaces or automated ...
Software Engineer (AI Assisted Reverse Engineering Tooling) with Security Clearance
Columbia, MD · On-site
Apply AI-assisted techniques to binary analysis, annotation, and pattern identification * Reverse ... Experience with AI- or LLM-powered developer tools, including chat-based interfaces or automated ...
Software Engineer (AI Assisted Reverse Engineering Tooling) with Security Clearance
Columbia, MD · On-site
Apply AI-assisted techniques to binary analysis, annotation, and pattern identification * Reverse ... Experience with AI- or LLM-powered developer tools, including chat-based interfaces or automated ...
Apply AI-assisted techniques to binary analysis, annotation, and pattern identification * Reverse ... Experience with AI- or LLM-powered developer tools, including chat-based interfaces or automated ...
Apply AI-assisted techniques to binary analysis, annotation, and pattern identification * Reverse ... Experience with AI- or LLM-powered developer tools, including chat-based interfaces or automated ...
Principal Firmware Reverse Engineer 3 - (Reverse Engineering, Firmware, AI)
Annapolis, MD · On-site
$241K - $295K/yr
... AI/LLM expertise along the way. * Design and build tooling enhancements for RE workflows ... Apply AI-assisted techniques to binary analysis, annotation, and pattern identification. * Work ...
Principal Firmware Reverse Engineer 3 - (Reverse Engineering, Firmware, AI)
Annapolis, MD · On-site
$241K - $295K/yr
... AI/LLM expertise along the way. * Design and build tooling enhancements for RE workflows ... Apply AI-assisted techniques to binary analysis, annotation, and pattern identification. * Work ...
... AI/LLM expertise along the way. * Design and build tooling enhancements for RE workflows ... Apply AI-assisted techniques to binary analysis, annotation, and pattern identification. * Work ...
Quick apply
... AI/LLM expertise along the way. * Design and build tooling enhancements for RE workflows ... Apply AI-assisted techniques to binary analysis, annotation, and pattern identification. * Work ...
Roles may include supporting NLP, LLM, and agentic AI initiatives, as well as optimizing data flows ... annotation, model training/validation, and knowledge extraction from unstructured data ...
Quick apply
Roles may include supporting NLP, LLM, and agentic AI initiatives, as well as optimizing data flows ... annotation, model training/validation, and knowledge extraction from unstructured data ...
Principal Firmware Reverse Engineer
$293K - $306K/yr
... software analysis, annotation, pattern recognition, and workflow optimization. * Research ... Familiarity with artificial intelligence and large language model (LLM) technologies and a ...
Quick apply
Principal Firmware Reverse Engineer
$293K - $306K/yr
... software analysis, annotation, pattern recognition, and workflow optimization. * Research ... Familiarity with artificial intelligence and large language model (LLM) technologies and a ...
Principal Firmware Reverse Engineer with Security Clearance
Annapolis Junction, MD · On-site
$293K - $306K/yr
... software analysis, annotation, pattern recognition, and workflow optimization. * Research ... Familiarity with artificial intelligence and large language model (LLM) technologies and a ...
Principal Firmware Reverse Engineer with Security Clearance
Annapolis Junction, MD · On-site
$293K - $306K/yr
... software analysis, annotation, pattern recognition, and workflow optimization. * Research ... Familiarity with artificial intelligence and large language model (LLM) technologies and a ...
Llm Annotation information
What is LLM annotation?
What are the key skills and qualifications needed to thrive as an LLM annotation specialist?
What are some common challenges faced by LLM annotation specialists, and how can they be addressed?
What is the difference between Llm Annotation vs Data Labeler?
| Aspect | Llm Annotation | Data Labeler |
|---|---|---|
| Required Credentials | Basic computer skills, sometimes familiarity with AI tools | Basic skills, often on-the-job training |
| Work Environment | Remote or office-based, tech-focused | Remote or on-site, varied industries |
| Industry Usage | AI, machine learning, NLP projects | Various industries including marketing, healthcare, and tech |
| Search & Comparison Intent | Understanding roles in AI data preparation | General data labeling tasks |
In summary, Llm Annotation involves specialized annotation for large language models, often requiring familiarity with AI tools, while Data Labeler is a broader role focused on labeling data across multiple industries with minimal technical requirements.
How to become an Llm annotator?
What are popular job titles related to Llm Annotation jobs in Washington?
For Llm Annotation jobs in Washington, the most frequently searched job titles are:
What job categories do people searching Llm Annotation jobs in Washington look for?
The top searched job categories for Llm Annotation jobs in Washington are:
What cities in Washington are hiring for Llm Annotation jobs?
Cities in Washington with the most Llm Annotation job openings:

Assistant Research Scientist (PREP0004176)
Gaithersburg, MD • On-site
8.0
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Re-posted 22 days ago
Job description
PREP Research Associate
This position is part of the National Institute of Standards and Technology (NIST) Professional Research Experience Program (PREP). NIST recognizes that its research staff may want to collaborate with researchers at academic institutions on specific projects of mutual interest and, therefore, requires those institutions to be recipients of a PREP award. The PREP program involves staff from a wide range of backgrounds conducting scientific research across various fields. Individuals in this position will perform technical work supporting the collaboration's scientific research.
Research Title:
Reliability of Human and LLM Annotations for AI Risk Assessment
The work will entail:
This project focuses on using Large Language Models (LLMs) to provide annotations of evaluation data (a.k.a., LLM as judge), and the design of an Inter-Annotator Agreement study to assess the reliability of both human and LLM annotations. The candidate will explore assessing the indicators of a given AI-related risk, determining how to identify them, and providing annotators with examples to annotate the presence of various risks. The project aims to develop an annotation framework for AI risk assessment and establish metrics for data quality in AI risk research, supporting broader work at NIST in assessing and measuring the validity and reliability of AI-related risks in data annotation.
U.S. Citizen Preferred
Key responsibilities will include but are not limited to:
- Gain familiarity with existing literature on data annotation and LLM as judge
- Understand NIST's role and ongoing efforts in assessing and measuring the validity and reliability of AI-related risks in data annotation
- Contribute to developing an annotation framework for AI risk assessment
- Collaborate effectively with cross-functional and interdisciplinary stakeholders to ensure successful project outcomes
Deliverables
- Contributions to a NIST report that supports ongoing NIST AI evaluation efforts focused on the design of an Inter-Annotator Agreement to assess the reliability of both human and LLM annotations.
Qualifications
- Background in Computer Science, Data Science, or related field.
- Education level: Bachelor's or Graduate Degree
- Strong interest in data annotation and AI risks
- Familiarity with scientific reading and technical writing
Application Instructions
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. § 278g-1(e)(1) and (e)(3) and 15 U.S.C. § 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 of the information you submit for the purpose stated.
About Johns Hopkins University
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Gilman believed that teaching and research go hand in hand—that success in one depends on success in the other—and that a modern university must do both well. He also believed that sharing our knowledge and discoveries would help make the world a better place. In 145 years, we haven’t strayed from that vision. This is still a destination for excellent, ambitious scholars and a world leader in teaching and research. Distinguished professors mentor students in the arts and music, humanities, social and natural sciences, engineering, international studies, education, business, and the health professions. Those same faculty members, along with their colleagues at the university’s Applied Physics Laboratory, have made us the nation’s leader in federal research and development funding every year since 1979. That’s a fitting distinction for America’s first research university, a place that has revolutionized higher education in the U.S. and continues to bring knowledge and discoveries to the world.
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