Some of their current projects are focusing on the areas below so experience in any of these is highly beneficial:
- Natural Language Generation and Understanding
- Multimodal Understanding
- Planning and reasoning
- Reinforcement Learning
- Agents
Minimum Qualifications:
- BSc, MSc in computer science, mathematics, applied stats, machine learning with 5+ years of relevant experience
- Proven knowledge and coding experience in Python and using Tensorflow/ Pytorch/JAX framework
- Hands on experience with training (pre and / or post training) and evaluating LLMs (e.g. SFT, RLFT)
- Proven industry experience, working on projects from proof-of-concept through to implementation
- Experience in applying experimental ideas to applied problems
- Great communication skills and proven interpersonal skills
Preferred Qualifications:
- PhD/DPhil degree in computer science, mathematics, applied stats, machine learning
- Recent experience conducting applied research to improve the quality and training/serving efficiency of large transformer-based models
- Experience applying and productionizing state-of-the-art large visual, language and multimodal research
- Software engineering skills and experience working on large-scale ML projects
- Contributions to open-source projects
- Cross functional collaboration experience
- Prior experience collaborating with researchers
- Prior experience working with product teams
- Publications at top-tier ML/CV/NLP conferences (NeurIPS, ICML, ICLR, CVPR, ICCV)