Level

Thinking Machines Lab

Developer Experience Engineer

Thinking Machines Lab is hiring a Developer Experience Engineer in San Francisco, United States. It pays $300k-$350k a year and Level rates it ; you can apply on Level.

AI in this role

Build developer experience and support users fine-tuning frontier AI models using Tinker at Thinking Machines.

jupyterpython
fine-tuningllmdeveloper-experiencemachine-learningreinforcement-learning
About Thinking Machines

The mission of Thinking Machines is to build AI that extends human will and judgment. We are training frontier models with Inkling, developing Tinker to let people make models their own, and crafting interfaces that broaden human-AI communication. We believe the future worth building is human, and we're hiring people who want to build it.

About Tinker

Tinker is our fine-tuning API that empowers researchers and developers to customize frontier AI to their needs — opening access to capabilities that have previously been concentrated in a handful of labs. We manage the infrastructure while allowing Tinkerers full flexibility in training open weights models with their own data, algorithms, and for their own needs.

About the Role

We’re hiring an engineer focused on developer experience to build Tinker while using Tinker — working hands-on with real users and turning their challenges into product improvements. You’ll write and update cookbook recipes, add library features, prototype integrations, and ensure users can customize models smoothly.

This role is a bridge between Tinker users and our teams. You’ll surface user patterns to guide product and infrastructure priorities, and share what you learn through blog posts, demos, and code examples.

This is a technical-first role with a major user-facing component. It’s ideal for someone who’s happiest in a code editor or Jupyter notebook, but who also enjoys talking to creative people. Tinker is flexible by design to empower novel and ambitious use cases for model fine-tuning — your job is to help them succeed.

What You'll Do
  • Write, test, and maintain high-quality code examples, recipes, and documentation in the Tinker cookbook.

  • Work directly with a variety of users to debug technical issues and optimize their fine-tuning pipelines.

  • Partner with internal research and infra teams to identify and prioritize improvements to Tinker’s developer experience.

  • Build tools, integrations, and demos that reduce user friction and make it easy to experiment and deploy models.

  • Share insights from the field through posts, guides, and talks.

  • Help develop Tinker’s near-term roadmap and long-term product strategy.

Skills & Qualifications

Enabling user success in building on top of an advanced platform is a skill that can be developed through many paths. You might demonstrate that you have it if you:

  • Experienced with fine-tuning large language models (LLMs) with supervised and reinforcement learning, and how to tune the hyperparameters of these algorithms.

  • Experienced with developing software libraries, especially open-source libraries.

  • Are thoughtful about developer experience, with clear ideas around developer ergonomics, onboarding flow, and sharp edges.

  • Are passionate about engaging with open-source communities, whether by contributing code, answering questions, or sharing learnings.

  • Have written public or internal code examples, tutorials, or papers that helped others understand and apply technical concepts.

  • Are comfortable reasoning about model training, fine-tuning, and inference, and can credibly discuss tradeoffs between different approaches.

Logistics
  • Location: This role is based in San Francisco, California.

  • Compensation: Depending on background, skills and experience, the expected annual salary range for this position is $300,000 - $350,000 USD.

  • Visa sponsorship: We sponsor visas. While we can't guarantee success for every candidate or role, if you're the right fit, we're committed to working through the visa process together.

  • Benefits: Thinking Machines offers generous health, dental, and vision benefits, unlimited PTO, paid parental leave, and relocation support as needed.

How we rate this

Developer Experience Engineer at Thinking Machines Lab rates 85 out of 100 for how much of the daily work is AI. That makes it Builds AI (AI Level 4 of 4). The level is about AI in the job, not seniority.

Classification

Builds AI. The job is building AI systems.

  1. ●●●● Builds AI80 to 100
  2. ●●●○ Works on AI60 to 79
  3. ●●○○ Uses AI40 to 59
  4. ●○○○ Little AI0 to 39

Levels come from how often the tools, models and workflows of the role are named in the posting itself. Open the description and count.

Prepare for this job

A free preview built only from this posting: what it asks for, what you could be asked in an interview, and how to adjust your resume.

Skills and AI tools this role asks for

Fine-tuningLLMDeveloper ExperienceMachine learningReinforcement learningJupyterPython

Questions you could be asked

  1. Walk me through fine-tuning a model: what data did you use, and how did you check the result?
  2. Tell me about a project where llm was part of your work. What did you do?
  3. Tell me about a project where developer experience was part of your work. What did you do?
  4. Tell me about a project where machine learning was part of your work. What did you do?
  5. Tell me about a project where reinforcement learning was part of your work. What did you do?

Adapt your resume

  • List these exact terms on your resume: Fine-tuning, LLM, Developer Experience, Machine learning, and Reinforcement learning. An applicant tracking system matches the wording, not the idea.
  • Attach one line of real, concrete experience to at least one of them. A tool named with nothing behind it rarely survives a human read.
  • Lead with what you built, trained or shipped. This role is judged on the AI system itself, not the tools around it.

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