Lead Psychometrician
Career GuideKey Responsibilities
- Lead the design of tests and assessment programs
- Define what a test should measure and how it will be scored
- Plan and run statistical studies to evaluate test quality
- Monitor reliability and validity evidence across test versions
- Review item performance and recommend revisions
- Set and maintain scoring rules and performance levels
- Evaluate fairness and reduce bias across demographic groups
- Ensure assessment processes meet professional and legal standards
- Translate technical findings into clear recommendations
- Partner with product, content, and operations teams on timelines and quality
- Guide vendors and review external research deliverables
- Coach and mentor psychometric and analytics team members
Top Skills for Success
Measurement Theory
Item Response Theory
Classical Test Theory
Test Design
Scoring Models
Standard Setting
Validity Research
Reliability Analysis
Fairness Analysis
Bias Detection
Statistical Modeling
Experimental Design
Data Visualization
R Programming
Python Programming
Technical Writing
Stakeholder Management
Project Management
Team Leadership
Quality Assurance
Career Progression
Can Lead To
Senior Psychometrician
Principal Psychometrician
Psychometrics Manager
Director of Psychometrics
Assessment Science Lead
Head of Measurement
Director of Assessment
Research Director
Transition Opportunities
People Analytics Lead
Selection Science Lead
Learning Measurement Lead
Product Analytics Manager
Data Science Manager
Research Operations Manager
Common Skill Gaps
Often Missing Skills
Product CollaborationCloud Data ToolsData Pipeline BasicsAccessible Assessment DesignSecurity and Cheating PreventionAI Evaluation LiteracyVendor ManagementChange ManagementExecutive Communication
Development SuggestionsBuild comfort working with product and engineering teams, strengthen modern data workflows, and practice explaining technical results in plain language. Add experience with accessibility, test security, and evaluation of AI-assisted item and scoring tools to stay current.
Salary & Demand
Median Salary Range
Entry Level$85,000 to $110,000
Mid Level$115,000 to $150,000
Senior Level$155,000 to $210,000
Growth Trend
Steady demand, driven by digital assessment growth, credentialing needs, talent selection, and increased focus on fairness and defensible decision-making.Companies Hiring
Major Employers
PearsonETSCollege BoardACTPrometricPSI ServicesKryterionDuolingoMetaGoogleMicrosoftAmazonLinkedInSHLAonCappfinityHireVueCourseraKhan AcademyMcKinseyDeloitte
Industry Sectors
Educational TestingProfessional CertificationWorkplace Hiring AssessmentsLearning TechnologyHigher EducationGovernment Testing ProgramsHealthcare LicensingDefense and Security ContractingConsultingHuman Resources Technology
Recommended Next Steps
1
Create a portfolio of two to three assessment studies with clear problem statements and outcomes2
Refresh core methods in item response theory, standard setting, and fairness analysis3
Strengthen R and Python skills for repeatable analysis and reporting4
Develop a communication template for nontechnical stakeholders5
Seek a leadership opportunity such as mentoring, review committees, or leading a validation study6
Document quality processes for item review, scoring, and version control7
Track evolving guidance on fairness, accessibility, and defensible testing practices8
Network in measurement-focused groups and attend an assessment conference