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Baseten

Product Manager, Grid

Baseten is hiring a Product Manager, Grid for a remote role open to applicants in United States. It pays $200k-$400k a year and Level rates it ; you can apply on Baseten.

Level's read on this job

  • Level rates this AI product manager role Works on AI ●●●○: the daily work is on AI products, without building the model.
  • Pay on this posting starts 12% higher than the typical AI product manager posting on Level.
  • This is listed as a remote role.
  • The posting mentions Cursor, Clay and AI agents among its tools and skills.
  • Baseten has 100 other open roles on Level.

AI in this role

CursorClay
ai-agentsai-research

ABOUT BASETEN

Baseten powers mission-critical inference for the world's most dynamic AI companies, like Cursor, Notion, OpenEvidence, Abridge, Clay, Gamma, and Writer. By uniting applied AI research, flexible infrastructure, and seamless developer tooling, we enable companies operating at the frontier of AI to bring cutting-edge models into production. We're growing quickly and recently raised our $1.5B Series F, led by Altimeter Capital, Conviction Partners, and Spark Capital. Join us and help build the platform engineers turn to ship AI products.

PRODUCT AT BASETEN

Baseten is building a new cloud for AI. Our ambition is to make inference, training, and agent execution part of one coherent platform, and to shape how the next generation of AI products gets built. Product decisions here reach from the economics of GPU infrastructure to the abstractions developers build on every day.

We’re hiring builders and tastemakers with the ambition to help create that future. You should bring a strong point of view about what should exist, the taste to make complex technology feel simple, and the technical judgment to build it alongside engineers, researchers, and designers. You’ll work directly with customers and forward deployed teams, turn emerging capabilities into new possibilities for developers, and carry an idea from early conviction through to production and adoption.

THE ROLE

Build the future of AI model routing, where every task gets the right model, automatically.

Today, developers often have to choose between models that are faster, cheaper, or more capable. But the right model isn't always the same for every request.

Grid is Baseten's intelligent model routing platform, designed to help developers get the best possible results across open and frontier models without manually managing every decision.

We're starting with coding agents, where model choice can have an enormous impact on quality, speed, and cost.

As Product Manager for Grid, you'll work with engineers, researchers, and customers to build a new category of AI infrastructure. You'll help shape how intelligent routing works, how developers control it, and how we prove it's better than choosing a single model.

RESPONSIBILITIES

  • Own the product roadmap for Grid, from early developer adoption to production deployments and enterprise expansion.

  • Work with researchers and engineers to improve intelligent model selection, routing policies, fallbacks, and controls.

  • Build evaluation frameworks that measure real-world outcomes, including task quality, completion time, latency, and total cost.

  • Shape the developer experience for onboarding, configuration, observability, and routing decisions.

  • Help customers understand why a model was selected and give them confidence and control over how routing behaves.

  • Work through technical challenges involving conversation history, tool compatibility, prompt caching, retries, and routing overhead.

  • Partner with GTM and customers to turn early pilots into sustained adoption and revenue growth.

REQUIREMENTS

  • Experience building and commercializing AI/ML products or developer platforms, with demonstrated adoption or business impact.

  • A technical background in software engineering, ML engineering, research, or equivalent hands-on experience.

  • Experience working with researchers or ML engineers on model behavior, evaluation, or learned systems in production.

  • Strong understanding of AI model quality, latency, cost, and the tradeoffs involved in optimizing across them.

  • Excellent developer product instincts, with an appreciation for both simple APIs and enterprise-level controls.

  • Hands-on experience using coding agents and a strong point of view on where automation helps developers and where they need control.

  • Comfort building emerging products where the technical approach and customer expectations are still evolving.

NICE TO HAVE

  • Experience with LLM gateways, model routing, AI agents, coding harnesses, or multi-model platforms.

WHAT SUCCESS LOOKS LIKE

Developers can build better AI applications without having to manually choose and optimize every model. Grid consistently delivers measurable improvements in quality, speed, or cost, and becomes a trusted part of customers' production AI stacks.

BENEFITS

  • Competitive compensation, including meaningful equity

  • (U.S. only) 100% coverage of medical, dental, and vision insurance for employee and dependents

  • Flexible PTO policy including company wide Winter Break (our offices are closed from Christmas Eve to New Year's Day!)

  • Paid parental leave

  • Fertility and family-building stipend through Carrot

  • (U.S. only) Company-facilitated 401(k)

  • Exposure to a variety of ML startups, offering unparalleled learning and networking opportunities.

Apply now to embark on a rewarding journey in shaping the future of AI! If you are a motivated individual with a passion for machine learning and a desire to be part of a collaborative and forward-thinking team, we would love to hear from you.

At Baseten, we are committed to fostering a diverse and inclusive workplace. We provide equal employment opportunities to all employees and applicants without regard to race, color, religion, gender, sexual orientation, gender identity or expression, national origin, age, genetic information, disability, or veteran status.

We are an Equal Opportunity Employer and will consider qualified applicants with criminal histories in a manner consistent with applicable law (by example, the requirements of the San Francisco Fair Chance Ordinance, where applicable).

How we rate this

Product Manager, Grid at Baseten rates 68 out of 100 for how much of the daily work is AI. That makes it Works on AI (AI Level 3 of 4). The level is about AI in the job, not seniority.

Classification

Works on AI. The daily work is on AI products, without building the model.

  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. Read the description and count the AI tools, models and workflows it names.

Prepare for this job

Built from this posting and from similar jobs on Level.

Skills and AI tools this role asks for

AI agentsAI ResearchCursorClay

Also common in AI product manager jobs at this level

Pay

This job starts at
$200k
Typical AI product manager job
$178k

This posting starts 12% above the typical AI product manager job. See AI product manager jobs

Questions you could be asked

  1. How do you decide when an AI agent can act on its own versus asking for approval first?
  2. Tell me about a research question you investigated. What did you find?
  3. What are the limits of Cursor that you've run into, and how did you work around them?
  4. What's a project where you used Clay hands-on?
  5. Describe a typical day in a role like this one: which parts run through AI directly?

Adapt your resume

  • List these exact terms on your resume: AI agents, AI Research, Cursor, and Clay. 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.
  • Show where AI is part of your daily process, not a one-off project. This role expects it to be a running habit.

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