Well Cost Analyst for AI Model Evaluation

Well Cost Analysts apply their drilling, completions, and well planning expertise to evaluate AI-generated content and produce expert-level training data that improves AI understanding of drilling workflows and energy operations. This remote, hourly contract work draws on hands-on experience with drilling operations, well planning, and energy data systems and is organized on a project-by-project basis.

• Review AI-generated responses for technical accuracy, completeness, and relevance to drilling and well cost workflows
• Create and annotate expert-level training data that reflects real-world drilling and completions practices
• Provide detailed, practical feedback and corrections to help refine AI outputs
• Follow project-specific instructions and quality guidelines while working asynchronously with AI research teams

• At least 2 years of professional experience in drilling, completions, or related energy operations
• Relevant roles include Drilling Engineer, Completions Engineer, Well Cost Analyst, Drilling Superintendent, or equivalent positions in the energy industry
• Hands-on experience with one or more of these tools: WellView, SAP, ComboCurve, AVEVA PI
• Strong written communication skills, high attention to detail, and the ability to work independently and asynchronously
• No prior AI experience required

• Engagement type: hourly contract, part-time
• Fully remote with a flexible, asynchronous schedule
• No minimum weekly hours required; most contributors work approximately 5 to 20 hours per week when active on a project

• Up to $85/hr (depending on the project)

Placement on specific projects depends on current project needs. Candidates who qualify may be considered for future projects as new needs arise.

Apply by creating an account and completing identity verification. After that, opt into relevant projects and complete any project-specific onboarding tasks. Once onboarded to a project, you can begin assigned work and receive hourly compensation.

• This is contract work rather than traditional employment; you must be able to engage as an independent contractor in your jurisdiction
• Remote applicants are welcome