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AGI, Inc.

Advanced AI for natural language understanding

AI Researcher

AI ResearchConfirmed live in the last 24 hours
Full-timeSan Francisco, CA, USA

About the Job

Requirements

  • Own one or more model capabilities end-to-end, from data mixture and training objective through evaluation and shipment into a production on-device runtime.
  • Design experiments and writeups that identify which research directions improve the relevant metric.
  • Own a training workstream with a clear success metric and a shippable checkpoint.
  • Teach training techniques including distillation from frontier teachers, mixture of experts at small scale, speculative decoding, and key-value cache compression.
  • Assist infrastructure and product engineers by turning research results into shipped capabilities.
  • Assist partnerships by communicating what is feasible at the next device refresh.
  • Assist other researchers by reading their code and improving its readability.
  • Learn production model deployment under hardware deadlines from original equipment manufacturer partners.
  • Learn on-device tool use and agentic post-training at consumer scale.
  • Understand the full stack from training run to phone.

Responsibilities

  • Lead training for a model family powering on-device agents, including pretraining recipe choices, supervised fine-tuning, reinforcement learning from human feedback, direct preference optimization, group relative policy optimization, distillation, and quantization.
  • Reproduce a recent training run end-to-end within the first 30 days.
  • Identify the three highest-leverage research bets for the next quarter and recommend which two to run.
  • Lead a training workstream with a clear metric and ship a checkpoint that outperforms the previous best evaluation.
  • Ship research work into a partner build and shape the next training cycle.

Desired Qualifications

  • Submit a link to an interesting result such as a paper, blog post, model card, or GitHub project.
  • Provide a resume, Google Scholar profile, or LinkedIn profile.

About the Company

AGI, Inc.

Advanced AI for natural language understanding

AGI, Inc. develops and deploys highly capable artificial intelligence systems focused on natural language understanding. Its product is a software system that processes language using deep learning models to understand and answer questions, aiming to perform at human-level accuracy on standard NLU benchmarks such as SQuAD. Unlike many AI developers that target broad capabilities, AGI, Inc. centers on advancing NLU performance on established datasets, with the goal of solving core language understanding challenges. The company measures its progress by achieving human-level results on benchmark datasets and applying its technology to real-world language tasks.

Company size
11-50
Company stage
Not listed
Total funding
Not listed
Headquarters
Austin, TX
Founded
2021

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