We are sharing a specialised part-time consulting opportunity for Marathi-English bilingual professionals experienced in AI safety evaluation, red team testing, adversarial review, vulnerability classification, and structured feedback on sensitive text-based AI outputs.

This role supports current and upcoming remote consulting opportunities focused on AI safety evaluation, bilingual red team testing, conversational model assessment, misuse-risk review, vulnerability annotation, and high-quality project execution. Selected professionals will test AI systems using structured adversarial scenarios, identify safety weaknesses, classify risks, and produce clear English-language evaluation artifacts across English and Marathi contexts.

Key Responsibilities

Professionals in this role may contribute to:

Bilingual AI Safety & Red Team Testing

Review English and Marathi AI outputs for safety, reliability, bias, misinformation, and harmful-behavior risks
Stress-test conversational AI models and agents using structured adversarial scenarios
Evaluate model behavior across multi-turn conversations, sensitive topics, and edge-case prompts
Identify vulnerabilities that require stronger safety controls, clearer refusals, or improved response quality

Vulnerability Classification & Risk Review

Annotate failures, classify vulnerabilities, and flag recurring safety patterns
Apply taxonomies, benchmarks, and project-specific playbooks to keep testing consistent
Assess misuse cases, bias exploitation, prompt-injection scenarios, and socio-technical risk patterns at a high level
Generate high-quality human evaluation data through careful review and structured judgment

Reproducible Documentation & Evaluation Artifacts

Produce clear reports, datasets, test cases, and written summaries that support model improvement
Document findings reproducibly so results can be reviewed, compared, and acted upon
Explain risks clearly for both technical and non-technical audiences
Maintain accuracy, consistency, and strong attention to detail across submitted evaluations

Ideal Profile

Strong candidates may have:

Native-level fluency in both English and Marathi
Prior experience in AI red teaming, adversarial testing, cybersecurity, trust and safety, socio-technical risk review, or conversational AI evaluation
Ability to think adversarially while staying structured, careful, and methodical
Experience using frameworks, benchmarks, or rubrics rather than unstructured testing alone
Strong written communication skills and ability to explain safety findings clearly
Comfort reviewing text-based content involving sensitive topics under clear guidelines
Adaptability across project types, safety categories, and evaluation workflows

Educational Background

Formal degree requirements may vary based on project needs
Backgrounds in AI safety, cybersecurity, linguistics, policy, trust and safety, social science, psychology, writing, data evaluation, or technical analysis may be highly relevant
Practical experience in red team testing, model evaluation, content risk analysis, or structured review work may also be valuable

Nice to Have

Experience with adversarial ML concepts, jailbreak datasets, prompt injection, RLHF/DPO attack patterns, or model behavior testing
Cybersecurity experience such as penetration testing, exploit analysis, reverse engineering, or security assessment
Socio-technical risk experience involving harassment, misinformation, abuse analysis, bias testing, or conversational AI safety
Creative probing background, including psychology, acting, writing, role-play design, or unconventional adversarial thinking
Experience producing reproducible reports, labeled datasets, structured risk notes, or benchmark-style evaluation artifacts

Why This Opportunity

Apply Marathi-English bilingual expertise to structured AI safety and red team evaluation work
Contribute to stronger, safer, and more reliable AI systems through careful adversarial testing
Work on flexible assignments aligned with language skills, safety judgment, and structured analysis
Build experience in human data-driven AI safety evaluation and bilingual risk review
Remote structure with competitive hourly compensation

Contract Details

Independent contractor role
Fully remote with flexible scheduling
Eligible professionals may be based in approved project locations depending on project needs
Native-level English and Marathi fluency are required for project work
Work is text-based and may involve sensitive topics such as bias, mis

Remote | Marathi-English AI Safety Red Team Evaluator — $20–$30/hour at name