Global Mobility Expert

• Job Description
• Global Mobility Expert
• Contractor
• Remote

Job Summary

In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters.

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.