Recruiter – AI Career Guidance Evaluation About the Role What if your recruiting expertise could directly shape how AI guides professionals through career decisions — from landing their first role to making a senior leadership move?
Global Mobility Expert
Remote (Global)
$20 – $50/hr
April 11, 2026
Originally posted July 13, 2026.
Job description
About micro1
micro1 is a data engine that helps AI labs train foundational models and enterprises build AI agents.
The platform provides frontier evaluations and reinforcement learning environments to improve LLM capabilities, along with contextual evaluations used to monitor and enhance AI agents in enterprise settings.
micro1’s ecosystem includes an AI recruiter agent, a scalable data production platform, and performance systems that ensure both quality and speed in AI training pipelines.
Role Overview
Join as a Global Mobility Expert and contribute to AI systems designed to manage international workforce operations and employee travel scenarios.
In this role, you will apply your expertise in global mobility and crisis response to design structured evaluation frameworks and training data that enhance AI model performance.
Key Responsibilities
- Design, draft, and review structured rubrics for AI training
- Translate global mobility workflows into actionable AI evaluation tasks
- Collaborate with HR, security, and communications teams
- Develop scenario-based training tasks for crisis and incident response
- Evaluate and refine AI model outputs for accuracy and reasoning quality
- Document best practices for enterprise-level mobility operations
- Ensure clear communication across all deliverables
Required Skills & Qualifications
- Expertise in global mobility, expatriate management, or international HR operations
- Experience designing or evaluating structured rubrics
- Strong decision-making skills in crisis or incident response scenarios
- Familiarity with HR, security, and communication workflows
- Excellent written and verbal communication skills
- Ability to handle ambiguity and plan multi-stage responses
- Experience working in remote, cross-functional teams
Preferred Qualifications
- Experience with AI training, evaluation, or annotation projects
- Certifications in security, business continuity, or mobility management
- Background in developing standards or workflows for complex operations
Work Details
- Fully remote role
- Contractor engagement
- Cross-functional collaboration with AI and HR teams
Compensation
- Pay Range: $20–$50 per hour
Contract & Payment Terms
- Contractor engagement
- Flexible remote work structure
Additional Notes
- Focus on international workforce operations and travel intelligence
- Opportunity to shape AI systems used in global mobility and HR workflows
Apply now
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