Research Scientist, Text

January 28

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Description

• Cantina, founded by Sean Parker, is a new social platform with advanced AI character creator. • As a Research Scientist, you will develop state-of-the-art text models for AI bots. • Lead research initiatives to develop large language models (LLMs) for complex conversational scenarios. • Focus on model efficiency and optimize for real-time interactions. • Collaborate with product, design, and engineering teams to guide research prototypes to production. • Extend published research and contribute to the research community through publications and open-source contributions.

Requirements

• Ph.D. or equivalent experience in Computer Science, Electrical Engineering, or related fields with a focus on natural language processing and generative modeling. • Demonstrated expertise in: • Fine-tuning LLMs with training methodologies, such as RLHF (Reinforcement Learning from Human Feedback), DPO, or contrastive learning. • Evaluation techniques for conversational agents, including challenges related to multi-agent interactions and long-form dialogue. • Optimizing models for deployment using quantization, distillation, or sparse modeling, with experience using tools like vLLMs, DeepSpeed, or Hugging Face Transformers. • Proven track record of research excellence demonstrated through publications at top-tier conferences (NeurIPS, ICLR, ACL, EMNLP, AAAI, etc). • Strong programming skills in Python and experience with deep learning frameworks (TensorFlow, PyTorch), along with knowledge of distributed training and inference optimization. • Ability to work independently and collaboratively in a fast-paced, dynamic environment, with a strong sense of ownership and drive to deliver impactful results.

Benefits

• Health Care — 99% of premiums for medical, vision, dental are fully paid for by Cantina, plus One Medical membership. • Monthly Stipend — $500/month to use on whatever you’d like! • Rest and Recharge — 15 PTO days per year, 10 sick days, all federal holidays, and offices closed for winter break (Christmas Eve to New Years Day)! • 401(K) — Eligible to participate on day one of employment. • Parental Leave & Fertility Support • Competitive Salary & Equity • Lunch and snacks provided for in-office employees. • WFH equipment provided for full-time hybrid/remote employees.

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