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AI Engineer Location: Hyderabad, India Company: One Counsel Type: Full-time | Onsite/Hybrid About One Counsel One Counsel is building an AI-native legal practice management platform for personal injury law firms in the United States. Think "Turbo Tax for PI Law" combining AI-powered document extraction, intelligent case valuation, and prescriptive workflows to transform how attorneys manage cases. The Opportunity We're looking for an exceptional AI Engineer to design, implement, and scale the AI systems powering One Counsel. You will work closely with Anthropic Claude and modern LLM ecosystems to build intelligent workflows, document extraction systems, and case valuation models. This is a rare chance to: Own the AI architecture from prototype to production Work directly with cutting-edge LLMs Build AI-powered document extraction pipelines Design algorithms for intelligent case valuation Create next-step workflow recommendations Shape the AI strategy for a fast-growing legal tech startup What You'll Do AI Development & Integration Implement AI-driven document extraction using Claude Build parsing and intelligence systems for legal documents Develop case valuation algorithms Build prescriptive workflow engines Implement prompt engineering strategies Develop retrieval-augmented generation (RAG) systems Backend Architecture Design backend services in Node.js/Python Build REST APIs for AI integration Implement async job processing Create pipelines for document processing and storage (S3) Optimize LLM usage for cost and performance Implement fault tolerance and retry logic Data & ML Design data models for legal documents and cases Perform data validation and quality assurance Build feedback loops to improve model accuracy Develop evaluation metrics Explore fine-tuning and few-shot learning Work with structured/unstructured legal datasets Collaboration & Quality Collaborate asynchronously with US-based founder Integrate AI features with React/Next.js UI Write tests for AI components and services Document AI architecture and prompt strategies Participate in code reviews Monitor AI systems in production Who You Are Required Skills 8+ years of software development experience 3+ years with AI/ML in production Experience with Claude, Open AI, or similar LLMs Proficiency in Python or Node.js/Type Script Experience with OCR, text parsing, and document intelligence Experience with TTS, Translation, Transcription Experience with building models from scratch Experience with integrating with Java/Python backend applications Strong prompt engineering capabilities Experience building Secure REST APIs AWS experience (S3, Lambda, etc.) Strong testing fundamentals Excellent communication skills Ability to work independently Preferred Skills Experience with RAG architectures Experience with vector databases Experience with embeddings and semantic search Experience with S3 Vector store Experience with Relational and No-SQL databases Frontend integration experience Experience with ML frameworks (Py Torch/Tensor Flow) NLP experience Experience with B2 B Saa S Legal or healthcare domain exposure Experience with Lang Chain/Llama Index Experience with Agentic frameworks such as Lang Graph, Crew AI, Autogen Understanding of AI safety Soft Skills & Mindset Product-minded Ownership-driven Strong async communicator Fast learner Pragmatic and balanced Quality-focused Why Join One Counsel Founding AI engineer role Work with cutting-edge LLMs High-impact, small-team environment Hybrid (Hyderabad) Equity participation Deep learning and growth opportunities Build the future of legal AI .
Here's how to pick the right one and stand out in your application.
144.883Jobs
31.687IN
81%EN
That number is real. WorkMundi's database shows 144,883 open engineer roles across the world. India has the most with 31,687 jobs, followed by the United States with 30,084. If you just finished reading one job ad and felt paralyzed by choice, you're not alone—but this scale is actually an advantage. It means you can afford to be selective.
Start by geography and language. The majority of engineer ads—117,837 of them—have the job posting text written in English. Use that as one filter, but remember: the ad text language tells you nothing about whether the role actually requires you to speak English day-to-day. Read the job description carefully. Then check which countries have the volume you're targeting. Singapore, Poland, and Australia round out the top five after India and the US.
Next, learn who's hiring. Accenture has posted 2,801 engineer roles. andurilindustries, speechify, and jobgether are also actively recruiting. If you're applying to one of these names, research their hiring patterns and interview style before you apply. That homework pays off.
When you interview, expect the question every engineer hears: 'Tell me about a time you had to debug a problem that wasn't in your job description.' Have a specific story ready—not a general one. Name the tools, the deadline pressure, and what you learned. Hiring managers listen for whether you see problem-solving as part of the role itself, not a favour.