ApplySarthi

Legal Expert - AI Training & Evaluation

Jobgether

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122 open evaluation roles across 38 companies are on ApplySarthi right now, most of them in Hyderabad (9), Bengaluru (5), Delhi NCR (3).

What evaluation roles keep asking for: Python (43%), Machine learning (25%), LLMs (22%), C++ (20%), Observability (19%), SQL (15%), PyTorch (12%) — counted across their open postings here.

Jobgether has 3,575 open roles listed here.

Counted across 14 company job boards, updated as roles open and close.

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Interviews for evaluation roles keep coming back to Python, Machine learning, LLMs, C++. Practise those questions before you sit with Jobgether.

Questions you are likely to be asked

  1. Why do you want to join Jobgether?
  2. Tell me about a time the data was messy or wrong. What did you do?
  3. How would you explain your model's result to someone who is not technical?
  4. What would you check first if a model's accuracy dropped after going live?
  5. When would you not use machine learning for a problem?

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Accountabilities:: Design complex, realistic legal tasks covering legal research, contract interpretation, regulatory compliance, and advanced legal reasoning. Develop clear, accurate, and defensible reference answers that establish the expected standard of legal analysis and reasoning. Evaluate AI-generated legal responses line by line, assessing their factual accuracy, legal soundness, reasoning quality, and completeness. Identify errors such as fabricated case law, misinterpreted contractual clauses, overlooked legal exceptions, unsupported conclusions, and misleading reasoning. Provide detailed, evidence-based explanations of evaluation decisions, highlighting errors and clarifying the correct legal interpretation. Apply rigorous legal judgment to distinguish genuinely correct answers from responses that appear convincing but contain substantive inaccuracies. Work across multiple areas of law, applying strong research methods and analytical skills to varied legal questions and scenarios. Ensure that submitted tasks meet high standards of precision, consistency, clarity, and professional quality. Incorporate feedback and maintain reliable turnaround times to support project deadlines and evaluation standards. Contribute to improving the performance, reliability, and practical usefulness of AI models in legal research, contract review, and compliance-related applications. Requirements: Professional experience: At least 3 years of relevant legal experience as a practicing lawyer or legal professional, whether in private practice, a law firm, or an in-house legal department. Legal research: Strong research skills, including the ability to identify relevant legal authorities, assess their applicability, and support conclusions with reliable evidence. Analytical reasoning: Demonstrated ability to break down complex legal questions, interpret facts and legal principles, and develop logically sound conclusions. Contract analysis: Comfortable reviewing contractual provisions, identifying ambiguities and risks, and interpreting clauses in their legal and commercial context. Regulatory and compliance knowledge: Ability to analyze regulatory requirements and apply relevant legal principles to practical scenarios. Legal writing: Excellent written communication skills, with the ability to produce precise, structured, and well-supported legal analyses without unnecessary detail. Attention to detail: Strong commitment to accuracy and a high standard of scrutiny when reviewing legal arguments, citations, interpretations, and conclusions. Critical evaluation: Ability to identify subtle legal errors, unsupported claims, fabricated authorities, missing exceptions, and plausible-sounding but incorrect reasoning. Adaptability: Willingness to work across different legal subject areas and evaluate varied scenarios rather than focus exclusively on a single specialized niche. Reliability and time management: Ability to manage independent, task-based assignments and consistently deliver high-quality work within agreed deadlines. Interest in AI: Genuine curiosity about the application of artificial intelligence to legal services and motivation to help improve how AI systems perform complex professional tasks. Independent working style: Ability to work autonomously in a remote environment, exercise sound professional judgment, and incorporate feedback when needed. Benefits: Competitive task-based compensation: Earn ₹20,000–25,000 per task, with compensation focused on the depth, rigor, and quality of your work rather than hours logged. Fully remote opportunity: Work from anywhere in India without a daily office commute. Flexible schedule: Choose when to complete assignments around your existing legal practice, full-time employment, or other professional commitments, subject to agreed deadlines. Meaningful professional impact: Help shape how advanced AI models understand, analyze, and respond to complex legal questions. Exposure to advanced AI: Gain firsthand insight into how sophisticated AI models are trained, tested, and evaluated on real-world legal tasks. Intellectually challenging work: Engage in substantive legal problem-solving rather than repetitive administrative tasks or routine data entry. Performance-based opportunities: Access additional assignments and larger projects as your work demonstrates consistent quality and rigor. Collaborative project environment: Work with a fast-moving team focused on improving AI capabilities through expert-led evaluation and high-quality training data. Flexible engagement model: Participate in a project-based contract without fixed working days or a prescribed daily schedule.

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Listed on lever · posted 2026-10-12. ApplySarthi collects openings and links to application pages; the role is advertised by Jobgether, not by us.