5+ years experience building software applications
Deep knowledge of the web stack, databases, and distributed systems
Experience developing developer tooling or infrastructure products for external or internal users
Good taste in product, particularly developer-oriented tools
Interest in ML/AI infrastructure and willingness to learn
Driven by high agency and ownership
Strong communication skills with the ability to bridge technical depth and business needs
Experience launching features and products through different release cycles (MVP, Beta, GA, etc.)
Experience with model development methods and paradigms, like Supervised Fine-Tuning, Reinforcement Learning, Synthetic Data Generation, LoRA, Full Finetunes, etc
Familiarity or experience with the open source training stack and frameworks (NCCL, PyTorch, Megatron, NemoRL, VeRL, Axolotl, HF Trainer) and distributed training techniques (FSDP, DeepSpeed)
Experience developing AI products, tooling, or agents
Frontend fluency