About the Opportunity

Job Summary

You will serve as the ground truth for AI validation by manually coding student simulation transcripts using detailed rubrics. This role requires meticulous attention to detail strong qualitative analysis skills and the ability to apply complex coding schemes consistently. Your ratings establish the validity benchmark against which AI scoring will be evaluated.

Key Responsibilities & Accountabilities

• Study and internalize 18-indicator rubrics across 3 skill domains
• Code 5080 student simulation transcripts using detailed rubric criteria
• Participate in calibration sessions to establish inter-rater reliability
• Document edge cases and ambiguous scenarios requiring rubric clarification
• Provide systematic feedback on rubric usability and clarity
• Identify indicators with low inter-rater agreement requiring revision
• Calculate inter-rater reliability metrics including Cohens kappa and intraclass correlation coefficient (ICC)
• Compare human versus AI ratings to identify systematic differences
• Contribute to validation methodology documentation
• Support qualitative findings write-up for research reports

Minimum Qualifications

Required

• Masters degree or Doctor of Education (EdD) in Education Economics Public Policy Psychology Sociology Communication or related social science
• Demonstrated experience with qualitative coding using established frameworks such as thematic analysis content analysis or discourse analysis
• Familiarity with inter-rater reliability concepts and procedures
• Strong writing skills for documentation and analytical memos
• Ability to work independently while maintaining consistency across coding sessions
• Comfort with ambiguity during iterative rubric refinement

Preferred

• Experience with education assessment or program evaluation
• Background in adolescent development or youth workforce development
• Training in qualitative analysis software such as MAXQDA NVivo or
• Understanding of psychometric concepts including validity reliability and construct definition

Position Type

Additional Information

Northeastern University considers factors such as candidate work experience education and skills when extending an offer.

Northeastern has a comprehensive benefits package for benefit eligible employees. This includes medical vision dental paid time off tuition assistance wellness & life retirement- as well as commuting & transportation. Visit for more information.

All qualified applicants are encouraged to apply and will receive consideration for employment without regard to race religion color national origin age sex sexual orientation disability status or any other characteristic protected by applicable law.

This job is for a current or anticipated job vacancy.

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