🛠 Tech Stack

💼 About This Role

You'll own and ship an RL-driven trading agent using real capital to increase trading volume in a memecoin ecosystem. You'll take end-to-end ownership as the sole RL expert, from data through deployment. This role offers unmatched ownership and exposure to systems at crypto scale.

🎯 What You'll Do

• Own and ship an RL-driven trading agent using real capital
• Design reward functions and policies with downside risk constraints
• Build evaluation and validation frameworks (simulation, offline analysis)
• Transition heuristic-based production system to learning-based approaches

📋 Requirements

• Production experience with an autonomous learning system controlling capital or resources
• Designed and enforced hard risk limits (capital caps, loss bounds) in a live system
• Built a policy evaluation loop from scratch (simulators, replay, shadow deployments)
• Operated as sole owner of a complex ML system in a small team

✨ Nice to Have

• Experience with memecoin or crypto trading systems
• Background in low-latency production systems

🎁 Benefits & Perks

• 💰 Competitive compensation ($400K–$800K salary + equity + bonus)
• 🚀 Unmatched ownership and autonomy
• 🌐 Exposure to systems at crypto scale
• ⚡ Fast shipping and real-world impact

🚩 Heads Up

• In-person work with long and unconventional hours
• Intense pace and high expectations