Ivo
Legal
AIResearcher
Neural analysis suggests this role is
optimal for Mid+ candidates.
“AI Researcher at Ivo. Skills: LLMs, Deep learning, AI research, Agentic systems. Advance the core AI platform. Design novel approaches”
What You'll Achieve.
Redefine how legal professionals work; See research change industry; Ship winners into production
Industry & Context.
Problem identification; Root cause analysis
What They're Looking For.
Must Have
Ph. D. in Computer Science or equivalent, Deep, hands-on experience in deep learning, Working knowledge of modern frameworks, Expertise in agentic systems, Expertise in reasoning, Expertise in PEFT methods, Expertise in quantization, Expertise in inference optimization, Expertise in hallucination mitigation, Expertise in novel architectures, Expertise in robust evaluation methodology, Excellent communication skills, Bias toward action
Nice to Have
Publications at top ML/AI conferences, Publications in quantitative journals, Experience with retrieval, Experience with grounded generation, Prior work on hallucination detection, Prior work on calibration, Prior work on interpretability, Track record of building from zero
What You'll Do.
Advance the core AI platform
Design novel approaches
Implement novel approaches
Conduct research on hallucination detection
Conduct research on calibration
Conduct research on explainability
Explore advanced fine-tuning
Apply advanced fine-tuning
Explore PEFT techniques
Apply PEFT techniques
Explore distillation techniques
Apply distillation techniques
Explore agentic systems
Explore long-context modeling
Build evaluation infrastructure
Measure model performance
Write internal reports
How You'll Work.
Team & Collaboration
Engineering and Product teams; Technical audiences; Non-technical audiences
Communication Scope
Articulate complex research findings
Process & Methodology
Roadmap ownership
Full Job Description
WHY IVO? Every civilization runs on the same infrastructure: agreements between people who don't fully trust each other. Sumerians pressed them into clay. Romans carved them into stone. We bury them in 80-page PDFs. The way those agreements are reviewed hasn't changed in four thousand years - a human reads the whole thing and tries not to miss anything. We're building the AI that finally changes that. Ivo is the contract intelligence platform of choice for companies like Uber, Meta, Canva, IBM, and Shopify. We recently raised our Series B and have grown 800% over the last 12 months. ENGINEERING AT IVO ENGINEERS AT IVO ARE INVENTORS. IVO WAS FIRST-TO-MARKET WITH: - An AI agent that lives in MS Word and edits the document for you [2023] - Ditching imprecise embeddings models in favor of agentic RAG [2023] - Large-scale LLM-based legal fact extraction [2024] - A legal assistant that can search large contract databases without sacrificing accuracy [2024] - Clustering legal documents descended from the same family [2025] - Automatic deviation analysis to locate buried risk in huge contract databases [2025] - Merging contracts with their amendments to produce a time series of "composite" contracts (a customer actually cried when we showed her this) [2025] THE ROLE: WHY, WHAT, AND WHO WHY AI Researchers are the engine of innovation at Ivo. You'll push the state of the art in applying LLMs, deep learning, and advanced AI techniques to the unique and high-stakes challenges of the legal domain — where accuracy, explainability, and robustness aren't nice-to-haves, they're the product. Your research will translate directly into features that redefine how legal professionals work. This isn't an academic role. It's a chance to see your research fundamentally change an industry. WHAT YOU'LL DO You'll own a research roadmap end-to-end: identifying the right problems, designing experiments, prototyping, and shipping the winners into production alongside the engineering team. Concret
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