Commonwealth Bank of Australia
Product Manager, Inference Experience
Baseten is hiring a Product Manager, Inference Experience 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
- Works on AI ●●●○ is how Level rates this AI product manager role: 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 vLLM, PyTorch and Cursor among its tools and skills.
- Baseten has 102 other open roles on Level.
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
Make world-class AI inference feel effortless for developers.
Building with AI models should be easy. Getting them into production, understanding their performance, and scaling them reliably is anything but. At Baseten, we're changing that.
We're looking for a Product Manager to own the experience of building on Baseten, from discovering and evaluating models to deploying, optimizing, and operating them in production.
You'll help shape some of our most important products, including Model APIs, Dedicated Inference, Model Evaluations, and our Model Library. You'll work closely with engineering, research, and GTM to turn breakthroughs in inference performance into products that developers love and businesses depend on.
This is a high-impact role at the intersection of AI infrastructure, developer experience, and product strategy.
RESPONSIBILITIES
Own product strategy and roadmap across Baseten's inference offerings, with a focus on developer adoption and business impact
Make it easier for developers to discover, evaluate, deploy, and manage AI models through our APIs, SDKs, CLI, and console
Work with inference engineers and researchers to turn technical advances into compelling customer-facing capabilities
Help determine which models, workloads, and customer needs we prioritize
Partner with GTM and leadership on pricing, packaging, launches, and commercialization
Spend time with developers and customers to understand what's working, what's frustrating, and what we should build next
REQUIREMENTS
10+ years building and shipping AI/ML products or platforms
A technical background in software engineering, ML engineering, research, or equivalent hands-on experience
Direct experience building or deploying models using technologies like PyTorch, TensorRT-LLM, vLLM, SGLang, NVIDIA Dynamo, or similar frameworks
Strong understanding of model serving, GPU economics, and the tradeoffs between quality, latency, throughput, and cost
Exceptional developer product instincts. You know how to make complex technology approachable without sacrificing power
A track record of leading cross-functional product initiatives and turning technical capabilities into measurable adoption or revenue growth
NICE TO HAVE
Experience deploying models, building infrastructure products, building ML infrastructure, or designing tools used from both a terminal and a console
Past experience as a software developer
WHAT SUCCESS LOOKS LIKE
Developers choose Baseten for a clear, compelling inference experience, from discovering a model to operating it at scale. Model APIs and Dedicated Inference offer clear paths that fit different workloads. Developers can move from a model to a repeatable production workflow with less assistance. Evaluation, artifacts, and releases fit together, and the experience makes customers more confident shipping their next model change. Engineering advances reach customers through successful launches and sustained production use.
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, Inference Experience at Baseten rates 66 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.
Works on AI. The daily work is on AI products, without building the model.
- ●●●● 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
Pay
- This job starts at
- $200k
- Typical AI product manager job
- $179k
This posting starts 12% above the typical AI product manager job. See AI product manager jobs
Questions you could be asked
- Tell me about a research question you investigated. What did you find?
- Walk me through how you've used vLLM in your day-to-day work.
- What are the limits of PyTorch that you've run into, and how did you work around them?
- 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: AI Research, vLLM, PyTorch, 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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