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Writer

Enterprise AI platform for building agents

AI Research Scientist

AI ResearchPosted on Nov 12
Full-time$168k - $233k /yr

About the Job

Requirements

  • At least 4 years of hands-on machine learning research experience, which may include years spent obtaining an advanced degree, with expertise in large language model pre-training and post-training; experience training models at scale, debugging distributed jobs, and shipping measurable improvements.
  • A Ph.D. in Computer Science, Machine Learning, NLP, or a related field, or equivalent demonstrated research experience with a strong portfolio of independent, published work.
  • Expert-level knowledge of post-training methods including supervised fine-tuning, reinforcement learning from human feedback, reinforcement learning from AI feedback, direct preference optimization, group relative policy optimization, and related alignment and reasoning techniques, with a record of applying them to production-grade systems.
  • Strong command of Python and PyTorch or JAX, with the engineering depth to build and scale training pipelines, evaluation infrastructure, and data synthesis workflows hands-on.
  • One or more publications at a competitive machine learning or artificial intelligence venue, such as NeurIPS, ICLR, ICML, ACL, EMNLP, or equivalent, demonstrating ability to originate ideas and independently execute a multi-month research agenda.
  • Hands-on experience designing or evaluating agentic systems that plan, reason through multi-step tasks, use tools, and recover from errors, with understanding of their failure modes and how to address them.
  • Ability to collaborate across research, engineering, and product and communicate complex ideas clearly to technical and non-technical audiences.
  • Ability to challenge conventional approaches and pursue untried research directions.
  • Ability to drive projects end-to-end, take accountability for results, and focus on customer impact.

Responsibilities

  • Work on a high-impact research agenda on large language models and agentic systems as a core team member on projects involving data synthesis, novel model architectures, model training, evaluation, and production deployment.
  • Design and execute post-training experiments using supervised fine-tuning, reinforcement learning from human feedback, reinforcement learning from AI feedback, direct preference optimization, and emerging alignment techniques, focusing on multi-step reasoning, planning, and tool use in enterprise agentic workflows.
  • Build novel evaluation benchmarks and methodologies to rigorously measure model performance on complex real-world enterprise tasks.
  • Develop scalable data synthesis and curation pipelines, including large language model-as-judge frameworks, synthetic data generation, and adversarial dataset construction.
  • Translate research insights into concrete improvements to enterprise-grade large language models and shape the model architecture and training roadmap in collaboration with research engineering and product teams.
  • Publish and present original research at top-tier venues, including NeurIPS, ICLR, ICML, and ACL, and represent WRITER in the scientific community.
  • Work with fellow researchers and engineers to help set standards for scientific rigor, experimental design, and research culture.

About the Company

Writer

Enterprise AI platform for building agents

Writer provides an enterprise AI platform that lets organizations build, deploy, and supervise AI agents tailored to business processes. It runs on its Palmyra LLMs and uses a Knowledge Graph to connect internal data, grounding outputs in company context for accuracy. The platform includes guardrails for compliance and integrates with existing workflows via browser and app extensions. The goal is to help large organizations automate tasks and boost productivity while maintaining control and governance.

Company size
501-1,000
Company stage
Series C
Total funding
$326M
Headquarters
San Francisco, CA
Founded
2020

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