Project Overview

We are sourcing independent Government Specialists to provide their expertise for an AI benchmark evaluation project. As AI models increasingly generate professional-grade public policy memos, regulatory frameworks, and civic administration deliverables, their accuracy relies entirely on robust, expert-crafted training data. The objective of this project is to autonomously produce high-quality evaluation tasks, strong prompts, and clear, well-structured rubrics that generate clean, reliable data for model training.

Project Deliverables & Scope

Operate autonomously to design complex evaluation frameworks and provide structured training data. Expected deliverables include:

• Task & Prompt Creation: Generating realistic, high-quality prompts that compel the AI model to produce complex, professional-grade deliverables specific to public administration, government policy, and civic operations.
• Rubric Development: Writing clear, well-structured evaluation rubrics with criteria that are highly specific, non-ambiguous, and easy to score.
• Benchmark Evaluation Data Generation: Producing clean, reliable training data that directly aids in the evaluation and refinement of AI models handling complex governmental and regulatory tasks.
• Quality Assurance & Fact-Checking: Ensuring all generated tasks and scoring criteria reflect strict, real-world legislative standards, bureaucratic protocols, and public policy frameworks.

Required Expertise

To successfully fulfill the deliverables of this project, Contractors must possess deep industry knowledge to craft realistic professional scenarios.

Core skillset includes:

• Demonstrable professional expertise within the public administration, legislative affairs, civic planning, or regulatory compliance sectors, with a deep understanding of government standards, bureaucratic terminology, and public sector deliverables.
• Strong writing and prompt generation skills, with the ability to design highly realistic, complex civic task scenarios for AI evaluation.
• Proficiency in rubric generation, specifically the ability to create objective, non-ambiguous scoring criteria that leave no room for subjective interpretation.
• A meticulous, detail-oriented approach to fact-checking policy documents, legislative frameworks, and civic guidelines to generate reliable data for system benchmarking.

We offer a pay range of $10-to-$30 per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. Final offer amounts may vary from the pay range listed above. As a contractor you’ll supply a secure computer and high‑speed internet; company‑sponsored benefits such as health insurance and PTO do not apply.

Engagement Type: Freelance / Independent Contractor

Workplace Type: Remote

Are you a politics expert or government professional eager to shape the future of AI? Large-scale language models are evolving from simple conversational tools into systems capable of analyzing policy, interpreting legislation, and supporting civic education. With high-quality training data, tomorrow’s AI can help democratize access to political knowledge, strengthen public understanding of governance, and support informed decision-making. That training data begins with you—we need your expertise to help power the next generation of AI.

We’re looking for political science specialists and professionals with real-world experience in local, state, national, or international government. This includes backgrounds in public policy, legislative affairs, public administration, political campaigns, regulatory analysis, international relations, and civic institutions. You’ll challenge advanced language models on topics such as constitutional frameworks, policy trade-offs, electoral systems, legislative procedure, political theory, comparative government, public budgeting, ethics in governance, and the practical realities of policymaking—documenting failure modes so we can strengthen model reasoning and neutrality.

On a typical day, you will engage the model with policy scenarios, governance questions, and political analysis tasks; verify factual accuracy and institutional correctness; assess logical consistency and bias risks; capture reproducible error traces; and provide structured feedback to improve prompts, evaluation standards, and analytical depth. You may also help identify where models oversimplify political processes or misinterpret procedural rules.

A degree in political science, public policy, public administration, international relations, or a related field is preferred. Experience working in government offices, legislative bodies, advocacy organizations, regulatory agencies, campaigns, or civic institutions is highly valued. Clear, metacognitive communication—explicitly articulating reasoning and decision processes (“showing your work”)—is essential, particularly when analyzing complex or sensitive topics.

Ready to turn your political expertise into the knowledge foundation for tomorrow’s AI? Apply today and help train systems that support civic understanding and responsible public discourse.

We offer a pay range of $6 to $65 per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. Final offer amounts may vary from the pay range listed above. As a contractor you’ll supply a secure computer and high-speed internet; company-sponsored benefits such as health insurance and PTO do not apply.

Job title: Politics & Government Specialist – Freelance AI Trainer Project
Employment type: Freelance / Contract
Workplace type: Remote
Seniority level: Entry Level

Are you knowledgeable about religion or religious studies and eager to shape the future of AI? Large-scale language models are evolving from simple conversational tools into systems capable of interpreting historical texts, analyzing belief systems, and supporting comparative and cultural understanding. With high-quality training data, tomorrow’s AI can help improve religious literacy, support education, and provide more accurate cultural and historical context. That training data begins with you—we need your expertise to help power the next generation of AI.

We’re looking for individuals with familiarity in areas such as world religions, theology, religious history, philosophy of religion, comparative religion, sacred texts, and cultural or anthropological perspectives on belief systems. You’ll challenge advanced language models on topics such as interpretation of religious texts, historical context, doctrinal differences, ethical frameworks, religious practices, and interfaith perspectives—documenting failure modes so we can strengthen model reasoning and cultural accuracy.

On a typical day, you will engage the model with religious or historical scenarios, analytical and interpretive questions, and cultural context tasks; evaluate accuracy and neutrality; verify logical consistency; capture reproducible error traces; and provide structured feedback to improve prompts, evaluation frameworks, and reasoning quality. You may also help identify where models oversimplify beliefs, misinterpret texts, or present inaccurate historical or cultural information.

A degree in religious studies, theology, history, anthropology, or a related humanities field is preferred but not required. Entry-level candidates with coursework, independent study, teaching experience, or a strong personal or academic interest in religion and cultural studies are encouraged to apply. Clear, metacognitive communication—explicitly articulating reasoning and interpretive steps (“showing your work”)—is essential.

Ready to turn your knowledge of religion into the knowledge foundation for tomorrow’s AI? Apply today and help train systems that support education, cultural understanding, and responsible interpretation of complex topics.

We offer a pay range of $6 to $65 per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. Final offer amounts may vary from the pay range listed above. As a contractor you’ll supply a secure computer and high-speed internet; company-sponsored benefits such as health insurance and PTO do not apply.

Job title: Religion Specialist – Freelance AI Trainer Project
Employment type: Freelance / Contract
Workplace type: Remote
Seniority level: Entry Level

Are you a literature expert eager to shape the future of AI? Large-scale language models are evolving from simple conversational tools into systems capable of analyzing texts, interpreting themes, and supporting literary scholarship. With high-quality training data, tomorrow’s AI can help democratize access to literary analysis, support education, and deepen understanding of world literature. That training data begins with you—we need your expertise to help power the next generation of AI.

We’re looking for literature specialists and avid readers with strong familiarity in areas such as classical literature, modern and contemporary fiction, poetry, drama, literary theory, comparative literature, and critical analysis. You’ll challenge advanced language models on topics such as thematic interpretation, narrative structure, authorial style, symbolism, historical context, genre conventions, and close reading—documenting failure modes so we can strengthen model reasoning and interpretive accuracy.

On a typical day, you will engage the model with literary passages, analytical questions, and interpretation tasks; verify factual accuracy and coherence; evaluate the depth and validity of literary analysis; capture reproducible error traces; and provide structured feedback to improve prompts, evaluation criteria, and reasoning quality.

A degree in literature, English, comparative literature, or a related humanities field is preferred but not required. Teaching experience, academic research, editorial work, or extensive reading and writing experience are all valuable indicators of fit. Clear, metacognitive communication—explicitly articulating reasoning and interpretive steps (“showing your work”)—is essential.

Ready to turn your literature expertise into the knowledge foundation for tomorrow’s AI? Apply today and help train systems that support readers, students, and scholars around the world.

We offer a pay range of $6 to $65 per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. Final offer amounts may vary from the pay range listed above. As a contractor you’ll supply a secure computer and high-speed internet; company-sponsored benefits such as health insurance and PTO do not apply.

Job title: Literature Specialist – Freelance AI Trainer Project
Employment type: Freelance / Contract
Workplace type: Remote
Seniority level: Entry Level

Are you a history expert eager to shape the future of AI? Large‑scale language models are evolving from clever chatbots into powerful engines of academic exploration. With high‑quality training data, tomorrow’s AI can democratize world‑class education, keep pace with scholarly research, and support critical thinking for learners everywhere. That training data begins with you—we need your expertise to help power the next generation of AI.

We’re looking for history specialists who live and breathe ancient civilizations, medieval studies, modern history, political history, economic history, art history, social history, and historiography. You’ll challenge advanced language models on topics like historical interpretation, primary source analysis, comparative history, timelines and chronologies, cultural movements, historical methodology, and global conflict—documenting every failure mode so we can harden model reasoning.

On a typical day, you will converse with the model on historical scenarios and theoretical questions, verify factual accuracy and logical soundness, capture reproducible error traces, and suggest improvements to our prompt engineering and evaluation metrics.

A master’s or PhD in history or a closely related humanities field is ideal; peer‑reviewed publications, archival research, teaching experience, or interdisciplinary studies signal fit. Clear, metacognitive communication—“showing your work”—is essential.

Ready to turn your history expertise into the knowledge base for tomorrow’s AI? Apply today and start teaching the model that will teach the world.

We offer a pay range of $8-to- $65 per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. Final offer amounts may vary from the pay range listed above. As a contractor you’ll supply a secure computer and high‑speed internet; company‑sponsored benefits such as health insurance and PTO do not apply.

Job title: History Specialist – AI Trainer
Employment type: Contract
Workplace type: Remote
Seniority level: Mid‑Senior Level