Global Mobility Expert
$20 - $50/hourpay
Required Skills
global mobility management
crisis management
rubric development
ai model training and evaluation
cross-functional collaboration
written and verbal communication
incident response
business continuity planning
data synthesis
structured reasoning and decision-making
About micro1
micro1 connects domain experts to the development of frontier AI models. Real-world expertise is turned into training data, evaluations, and feedback loops that improve how models perform. AI labs and enterprises use micro1 to train models and build reliable AI agents through advanced evaluations and reinforcement learning environments. Experts contribute directly to how AI systems learn, reason, and perform across domains like finance, healthcare, engineering, and more. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality contributions at scale.
Our goal is to enable 1 billion people to do meaningful work by applying their expertise to AI. We’ve raised $40M+ in funding, and our AI recruiter has powered over 1 million AI-led interviews as our global network of experts grows into the human intelligence layer for AI.
Job Description
Job Title: Global Mobility Expert
Job Type: Contractor
Location: Remote
Job Summary:
Join our customer's team as a Global Mobility Expert, where you'll leverage your expertise in international employee movement and crisis management to develop high-impact AI training rubrics. This unique role blends your knowledge of global mobility with cutting-edge AI initiatives, shaping the future of employee travel tracking and international workforce operations.
Key Responsibilities:
- Design, draft, and review structured rubrics to train AI models on employee travel and cross-border movement scenarios.
- Synthesize complex mobility data and workflows into clear, actionable tasks for AI assessment and evaluation.
- Collaborate with HR, security, and communications stakeholders to ensure alignment with organizational protocols and business continuity planning (BCP).
- Leverage crisis management or incident response experience to create realistic, multi-stage scenario rubrics for AI training and evaluation.
- Assess and refine model outputs, focusing on structured reasoning, judgment under uncertainty, and response planning quality.
- Document best practices and contribute expertise to rubric development for enterprise-level global mobility operations.
- Ensure clear, professional written and verbal communications in all deliverables and cross-functional collaborations.
Required Skills and Qualifications:
- Demonstrated expertise in global mobility, expatriate management, or international HR operations.
- Experience developing or evaluating rubrics, with the ability to articulate structured feedback for AI or data-centric projects.
- Strong judgment and decision-making skills in crisis management, emergency operations, or enterprise incident response.
- Familiarity with organizational workflows, including HR, security, and communications protocols.
- Exceptional written and verbal communication skills, with attention to clarity and detail.
- Ability to manage ambiguity, prioritize tasks, and plan multi-stage responses under uncertain conditions.
- Track record of collaborating in cross-functional, remote teams to achieve high-quality outcomes.
Preferred Qualifications:
- Experience with AI training, model evaluation, or related data annotation projects.
- Advanced certifications in security, business continuity, or global mobility management.
- Prior involvement in rubric or standards development for complex organizational processes.