Distyl · 2 months ago
Applied AI Researcher, System Self-Improvement
New York, NY
Full-time
Hybrid
Mid, Senior LevelDistyl is a company that develops AI native technologies for collaboration between humans and AI, significantly impacting operations for major enterprises. They are seeking an Applied AI Researcher to innovate and redefine software usage through the development of feedback-driven systems and self-improving architectures. The role involves conducting research on autonomous evolution of AI systems and requires a strong background in building intelligent systems.
Artificial Intelligence (AI)Generative AIInformation TechnologySoftware
Responsibilities
The System Self-Improvement team builds architectures that continuously evaluate and enhance their own performance. Researchers design feedback-driven systems capable of detecting weaknesses, generating corrective hypotheses, and implementing their own improvements through reflection, retraining, or workflow adaptation. The goal: build AI systems that compound in capability through use
Researchers in Self-Improvement study how systems can form self-models—understanding when, why, and how they succeed or fail. They explore reflective reasoning, reward modeling, and self-evaluation techniques to enable autonomous evolution. This work bridges reinforcement learning, interpretability, and meta-optimization to pioneer continuously learning enterprise systems
Qualification
Required
Experience Building Feedback-Driven Systems: You've built or studied systems that monitor, score, and adapt—evaluators, retrievers, iterative refinement loops, or performance dashboards that close the feedback loop
Experience Building with Models, Not Just Building Models: We develop intelligent systems using models rather than training or fine-tuning them. Ideal candidates have expertise in compound AI systems, agentic collaboration, and associated techniques (ensembling, ReAct, graph-of-thoughts, etc.)
Proven Track Record of Research Results: Whether you've published in top journals, posted amazing work on twitter, or somewhere else we want to see what you've done
Uses AI Every Day: Before you can revolutionize someone else's workflow, you need to revolutionize yours. You should be using tools like ChatGPT, Cursor, and Perplexity to accelerate your workflow
Strong Programming and Data Analysis Skills: While you might not consider yourself a software engineer you need to be able to build prototypes of your ideas and then perform the experiments to prove the effectiveness to a F500 Head of AI
Biases Towards Showing vs Telling: Our customers want to see the power of AI today vs discuss the most elegant idea that will take 5 years to realize
Benefits
Equity options
Medical/dental/vision covered at 100% for you and your dependents
401K plan
Commuter benefits
Lunch provided in office
Company
Distyl
Distyl AI partners with blue-chip leaders to help them create the enterprises of the future.
Founded in 2022
51-200 employees
H1B Sponsorship
Distyl has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (7)
Funding
Current Stage
Growth StageTotal Funding
$202MKey Investors
Lightspeed Venture Partners
2025-09-22Series B· $175M
2024-09-24Series A· $20M
2023-04-13Seed· $7M
Leadership Team
Arjun Prakash
Co-Founder, CEO
Derek Ho
Co-Founder, COO
Recent News
2025-10-27
Crunchbase News
2025-10-15
2025-10-02
Company data provided by crunchbase