Research & Model Intelligence Lead
New York City, NY - USA
Job Summary
Tasks
The Opportunity
As Research & Model Intelligence Lead youll take full ownership of the systems and science that power our edge from model research and fine-tuning to inference optimization evaluation frameworks and the AI agent intelligence layer.
You will be expected to lead a team that builds evaluates and deploys models that support our investment activities.
This is a senior role with real leadership weight. Youll lead a team of ML engineers NLP specialists and quantitative researchers setting research direction running evaluation cycles end-to-end and ensuring that model improvements translate to trading performance. Youll partner tightly with traders strategists and platform engineers.
Were looking for an AI-native agentic engineer-researcher: someone who instinctively uses LLMs and modern tooling to accelerate experimentation evaluation and iteration and teaches their team to do the same. You create leverage through models people and rigorous evaluation.
What Youll Do
- Own the research and model intelligence domain
- Take end-to-end ownership of the systems that generate evaluate and serve our trading intelligence including fine-tuned LLMs prompt engineering pipelines NLP signal extraction agent architectures and evaluation infrastructure.
- Lead and scale a team
- Act as a true people leader: set research direction coach performance run planning and create clarity across a team spanning ML engineering NLP quantitative research and agent development.
- Bridge research and production
- Turn model improvements into deployed trading performance. Own the full pipeline from hypothesis through evaluation to production serving keeping it fast reliable and measurable.
- Partner with senior stakeholders
- Work directly with trading strategists execution engineers and platform leads. Translate trading needs into research priorities and keep everyone aligned as strategies evolve.
- Build with an AI-first mindset
- Use LLMs and agentic workflows to accelerate research processes including experiment design evaluation automation literature synthesis and knowledge management.
- Architect for inference quality and speed
- Design model serving evaluation and agent orchestration systems that are observable reproducible and optimized for performance. Own tradeoffs between model capability and serving performance.
- Set the standard
- Define how the team designs experiments evaluates results reviews model performance and ships to production both scientifically and operationally.
Requirements
About You
- Strong people leader with experience running technical teams through real delivery
- Systems thinker who understands the full lifecycle from research to production inference
- Comfortable operating in ambiguity and bringing structure through experimentation
- Strong project management instincts able to sequence research bets and manage evaluation cycles
- AI-native and scrappy focused on leverage automation and modern tooling
- Values rigor measurable outcomes and impact over complexity or consensus
Experience That Helps (But Isnt Dogma)
- Experience leading ML NLP or research teams shipping models in high-stakes or latency-sensitive environments
- Ownership of evaluation and continuous monitoring systems for deployed models
- Experience with LLM fine-tuning prompt optimization inference serving (quantization multi-provider racing GPU orchestration) or agent architectures
- Strong applied ML or quantitative research background with a focus on production deployment
- Curiosity learning speed and ownership mindset (financial markets experience not required)
Nice to Have
- Experience managing senior cross-functional stakeholders and driving alignment
- Background in trading finance crypto or similar domains with direct P&L impact
- Familiarity with NLP for news or event-driven signal extraction
- Ideally based within 3 hours of EST
Benefits
Compensation & Package
Base Salary Benefits Package Performance related bonus (TBD on %)
About Company
Ant-tech is a reputable headhunter agency in France, specializing in providing high-quality recruitment services for companies across various industries. With a team of experienced professionals and an extensive network of partners, Ant-tech connects talented candidates with organizat ... View more