
AI Development Leader
11 hours ago
Deliver cutting-edge artificial intelligence solutions that push the boundaries of innovation.
Job Summary:
This role combines in-depth AI research with hands-on system development to ensure that you can conduct research, build, validate and deploy groundbreaking AI capabilities from start to finish.
Key Responsibilities:
- Conduct experiments on LLM training, agent architectures, fine-tuning, reinforcement learning, and new evaluation methodologies.
- Develop code-first prototypes to test hypotheses and iterate rapidly, then refactor them into production systems when experiments are successful.
Model & Architecture Innovation:
- Develop and benchmark improvements in LLM architecture, fine-tuning workflows, and generation control.
- Optimize for performance, resource efficiency, and interpretability.
Production Engineering:
- Manage infrastructure: data pipelines, experiment sandbox, model serving, batch/online inference, logging, and CI/CD.
- Treat experiments as software: automated tests, clear versioning, reproducibility, and documentation.
Scientific Experiment Tooling:
- Create frameworks to automate scientific cycles: data generation, metric computation, model comparison dashboards.
- Enable internal teams to run reproducible experiments at scale.
Knowledge Sharing & Publication:
- Document interesting findings: internal memos, tech blogs, or scholarship-worthy results.
- Participate in code and science critique sessions with peers.
Who You Are (Qualifications):
- Master's or Ph.D. in CS, ML, or related fields or equivalent experience.
- Deep understanding of LLMs, fine-tuning, reinforcement learning.
- Expert in Python and 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.
- Bonus: familiarity with Kubernetes, JAX compiler stacks, Hugging Face Accelerate, or MLOps toolchains.
How You'll Measure Success:
- Research Innovation: Prototypes demonstrating clear scientific advances.
- Engineering Quality & Velocity: Experimental pipelines and prototypes are production-ready within sprint cycles.
- System Impact & Use: R&D code drives real product features with high user adoption, improved reliability, or performance.
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