Product Manager, Training Platform
Baseten is hiring a Product Manager, Training Platform 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
- Builds AI ●●●● is how Level rates this AI product manager role: the job is building AI systems.
- The listed pay starts 12% above the typical AI product manager posting on Level.
- The posting lists this role as remote.
- Tools and skills the posting cites include Cursor, Clay and fine tuning.
- Level lists 100 other open roles at Baseten.
AI in this role
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
Help make training and fine-tuning AI models dramatically easier.
Training a model is hard enough. Developers shouldn't have to spend their time wrestling with infrastructure, waiting for GPUs, or figuring out why a job failed.
We're building a training platform that lets AI teams focus on improving their models instead of managing the systems underneath them.
As Product Manager for Training Platform, you'll own the developer experience for running training jobs on Baseten, from environment setup and job submission to scheduling, debugging, checkpointing, and recovery.
You'll work alongside engineers and researchers solving some of the hardest problems in distributed training, helping turn that complexity into a product developers can depend on.
RESPONSIBILITIES
Own the product experience for training jobs, from setup and submission through execution, monitoring, and recovery
Make distributed training easier to use, with intuitive workflows for scheduling, GPU availability, logs, checkpoints, and debugging
Work closely with research and infrastructure teams to support different training workloads, including supervised fine-tuning and reinforcement learning
Help developers recover from failures, reproduce experiments, and spend less time waiting on infrastructure
Connect training with the rest of Baseten's platform, including Loops, model evaluation, and inference deployment
Work directly with customers to understand how they train and adapt models, then turn those insights into product improvements
REQUIREMENTS
Experience building and shipping AI/ML products or developer platforms
A technical background in software engineering, ML engineering, research, or equivalent hands-on work
Direct experience working with teams that train, fine-tune, or adapt machine learning models
Strong understanding of distributed training concepts, including GPU memory, scheduling, data access, checkpointing, and fault recovery
Familiarity with the infrastructure needs of supervised fine-tuning and reinforcement learning
Strong product instincts for developer workflows and the ability to simplify technically complex systems
Experience partnering with researchers and engineers to take new capabilities from concept to production
NICE TO HAVE
Hands-on experience running distributed training, building ML developer tools, or working with trainer and sampler systems for reinforcement learning.
WHAT SUCCESS LOOKS LIKE
AI teams can run more experiments, recover from failures faster, and spend more of their time improving models instead of managing compute. Baseten becomes a natural place to train, fine-tune, and deploy custom AI models.
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, Training Platform at Baseten rates 94 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.
Builds AI. The job is building AI systems.
- ●●●● Builds AI80 to 100
- ●●●○ Works on AI60 to 79
- ●●○○ Uses AI40 to 59
- ●○○○ 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
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
- Walk me through fine-tuning a model: what data did you use, and how did you check the result?
- How do you decide that one model's output is better than another's for a given task?
- Tell me about a research question you investigated. What did you find?
- What's a project where you used Cursor hands-on?
- Walk me through how you've used Clay in your day-to-day work.
Adapt your resume
- List these exact terms on your resume: Fine-tuning, AI Evaluation, 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.
- 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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