AI Researcher — Role & Roadmap

Responsibilities

• Formulate research questions and prototype models
• Experiment rigorously and publish findings
• Collaborate with engineering to productionize ideas

Skills & Tools

• Strong math: linear algebra, probability, optimization
• Deep learning frameworks and experiment tracking
• GPU workflows and efficient training

Roadmap

1. Master ML foundations and reproduce classic papers
2. Explore transformers, diffusion models, and advanced topics
3. Contribute to open-source and publish