Applied AI Scientist
Outmarket AI
Role Description
We are hiring an Applied AI Scientist to push the frontier of what is possible with LLMs, NLP, and machine learning in real-world environments. This is not a role for someone who wants to optimize benchmarks in isolation and hand work off to someone else. It is a role for someone who wants to see advanced research become customer-facing product quickly.
- Work closely with founders, product leaders, and engineers to turn advanced AI techniques into systems that operate under real production constraints.
Qualifications
- PhD in Computer Science, Machine Learning, NLP, or a related field.
- Strong research background with publications in top-tier AI venues such as NeurIPS, ACL, ICML, or EMNLP.
- Hands-on experience with LLMs, transformers, embeddings, or neural information retrieval.
- Proficiency in Python and ML tooling such as PyTorch, Hugging Face, and LangChain.
- Track record of applying research in practical, production-oriented systems.
- Strong technical judgment about what is novel, what is useful, and what is actually ready to ship.
Requirements
- Experience with unstructured data such as PDFs, forms, contracts, or portals.
- Background in enterprise or B2B AI applications.
- Familiarity with insurance, legal, or document-heavy industries.
Benefits
- A high-impact role with ownership from day one.
- Competitive compensation and meaningful equity.
- Direct collaboration with founders and real users.
- Remote-first flexibility.
- The opportunity to help build an AI-native product from the ground up.
- Access to real data, real users, and fast feedback cycles.
- The opportunity to bring advanced research to life in a major industry.
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