
Senior AI Developer
3 days ago
This position combines cutting-edge AI research with hands-on system development, allowing you to conduct in-depth analysis, build, validate, and deploy groundbreaking AI capabilities from start to finish.
Responsibilities- Bridge science and software by innovating on LLMs, prompt systems, evaluation frameworks, and algorithm pipelines, then bringing them to production-grade systems that power real users.
- Author experimental prototypes rich enough for academic-quality write-ups, then productize those same ideas into robust, reliable software.
- Conduct experiments in LLM training, LLM agent architectures, fine-tuning, RL, and new evaluation methodologies.
- Build code-first prototypes to test hypotheses and iterate rapidly, refactoring them into production systems when experiments succeed.
- Develop and benchmark improvements in LLM architecture, fine-tuning workflows, and generation control.
- Optimize for performance, resource efficiency, and interpretability.
- Own infrastructure: from data pipelines and experiment sandbox to model serving, batch/online inference, logging, and CI/CD.
- Treat experiments as software: automated tests, clear versioning, reproducibility, and documentation.
- Create frameworks to automate scientific cycles: data generation, metric computation, model comparison dashboards.
- Enable internal teams to run reproducible experiments at scale.
- Write up interesting findings – internal memos, tech blogs, or scholarship-worthy results.
- Participate in code and science critique sessions with peers.
- Masters or Ph.D. in CS, ML, or related (or equivalent experience)
- Deep familiarity with LLMs, fine-tuning, reinforcement learning
- Expert in Python + frameworks like PyTorch or JAX; experience with Hugging Face or deployed LLM APIs
- Strong software engineering intuition: modular design, CI/CD, containerization, automated testing
- Demonstrated track record in both research and production settings (e.g., prototypes published internally or externally)
- Bonus: familiarity with Kubernetes, JAX compiler stacks (e.g. Flax, Alpa), Hugging Face Accelerate, or MLOps toolchains
- Research Innovation: prototypes demonstrating clear scientific advances (e.g. better evaluation metrics or prompt robustness). Papers submitted or draft-ready internal research docs.
- Engineering Quality & Velocity: Experimental pipelines and prototypes are production-ready within sprint cycles; clean codebases, smooth deployments, few bugs.
- System Impact & Use: R&D code drives real product features – high user adoption, improved reliability or performance.
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