Product Manager, Training

Fireworks AI
San Mateo
Workplace: OnsiteFull timeUSD 170,000 - 300,000 annuallyFunction: Product ManagementExperience: 2+ yearsEducation: bachelorsSkills: ["Written communication","Ownership","Comfort with ambiguity","Shipping mindset","Customer empathy"]

Own the roadmap and success metrics for Fireworks training across API, UI, and CLI. Work with AI-native startups and enterprises running real training workloads—watch issues firsthand, unblock bottlenecks, and convert recurring pain into self-serve capabilities. Turn ML and forward-deployed account work into scalable products, and partner with marketing, sales, and the field on launches including pricing, packaging, docs, cookbooks, and enablement.

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FursaFursa
Fireworks AI
Fireworks AI
1 day ago

Product Manager, Training

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 1 hour agoStatus: Live

Job Summary

Own the roadmap and success metrics for Fireworks training across API, UI, and CLI. Work with AI-native startups and enterprises running real training workloads—watch issues firsthand, unblock bottlenecks, and convert recurring pain into self-serve capabilities. Turn ML and forward-deployed account work into scalable products, and partner with marketing, sales, and the field on launches including pricing, packaging, docs, cookbooks, and enablement.
Location: San Mateo
Workplace: Onsite
Employment Type: Full time
Job Function: Product Management
Seniority: Mid level

Key Responsibilities

  • •Own the roadmap, strategy, and success metrics for parts of the training product across API, UI, and CLI.
  • •Partner with customers running real training workloads—observe tuning jobs, unblock issues, and productize repeated pain points.
  • •Convert bespoke work from forward-deployed and applied ML teams for top accounts into scalable self-serve training capabilities.
  • •Collaborate with product marketing, sales, and the field to launch training capabilities with pricing, packaging, docs, cookbooks, and enablement.
  • •Work across training, research, and inference teams to deliver customer impact.

Pay and Benefits

Salary: USD 170,000 - 300,000 annually
Equity and Bonus:Equity

Key Requirements

  • •2–8+ years of product management experience building technical or developer-facing products.
  • •Strong technical background (CS/EE degree, production engineering experience, or equivalent depth).
  • •Familiarity with the post-training lifecycle: dataset curation, SFT, LoRA/PEFT, RL-based methods, evaluation, and connection to production inference.
  • •Demonstrated end-to-end product ownership from strategy and specs through launch and metrics.
  • •Excellent written communication; able to write clear specs and customer-facing tradeoff explanations.
Experience:2+ yearsAI infrastructureMLOpsEnterprise AI
Education:Bachelor's
Skills:Written communicationOwnershipComfort with ambiguityShipping mindsetCustomer empathy
Tech Stack:APIUICLIDataset curationSFTLoRAPEFTRL-based methodsEvaluationInferenceMLOpsML platformAI infrastructureReward modelingGPU economicsModel registriesSDKDeveloper community

Company Brief

Fireworks AI
Develops AI-driven tools to generate and optimize visual marketing content for brands and creators, automating production of short-form videos and multimedia assets for social platforms to improve engagement and scale creative workflows.
Industry: SaaS
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