AI Deployment Strategist
Fireworks AI · San Mateo, California
- Location
- San Mateo, California, United States
- Workplace
- Hybrid
- Employment
- Full time
- Level
- Mid level
- Posted
- 12 August
About this role
About Us:
Fireworks is the platform for specialized intelligence, enabling companies to build, train, and serve AI models tailored to their own data, workflows, and products. Founded by the team behind PyTorch and backed by AMD, Atreides, Benchmark Capital, Index Ventures, Lightspeed, NVIDIA, Sequoia Capital, and TCV, Fireworks powers production AI with hundreds of state-of-the-art open models across text, image, embedding, audio, and multimodal workloads. Today, Fireworks is a Series D company valued at $17.5 billion, bringing together an ambitious, collaborative team that's building the future of enterprise AI.
About the Role
Fireworks AI is looking for an AI Deployment Strategist to be the technical backbone of our relationship with customers building on our fast inference platform. You'll be the connective tissue between customer engineering teams and Fireworks' product, engineering, and applied AI teams - driving successful onboarding, deep technical adoption, and long-term account health for companies running production AI workloads at scale.
This is a hybrid technical/commercial role. You'll need enough depth to debug a customer's inference pipeline, discuss quantization tradeoffs, or advise on model routing and fine-tuning strategy - and enough business judgment to run a QBR, spot expansion opportunity, and manage renewal risk before it becomes a problem. Think of it as "product manager for the customer's problem": you own the why and the what - scoping the business case, defining success criteria, and managing the relationship end-to-end. You're embedded with your accounts from early technical evaluation through production and beyond.
What You'll Do
Deployment Strategy & Value Scoping
Partner with Sales during late-stage deals and early post-sale to map the customer's technical and organizational landscape - who the real stakeholders are, what "success" looks like, and where the risk sits
Quantify the business case for the deployment (cost-to-serve, latency/quality targets, ROI vs. the customer's current approach) and define a scoped pilot with clear milestones and exit criteria
Author the internal scoping brief that AI Field Engineering builds against - you own the "why" and "what," they own the "how"
Onboarding & Technical Deployment
Own the post-sale technical relationship from kickoff through go-live, including model deployment, integration architecture, SSO/security configuration, and performance benchmarking
Partner with AI Field Engineering to deliver the successful transition from PoC to production
Build and execute joint success plans with clear milestones, ownership, and timelines
Trusted Advisor & Adoption
Serve as the primary technical point of contact for a portfolio of strategic accounts, building deep relationships with engineering leaders, ML/platform teams, and power users
Advise customers on model selection, fine-tuning, prompt engineering, latency/cost optimization, and agent architecture as their usage matures
Drive usage against business objectives - not just technical enablement, but measurable outcomes (latency SLAs, cost per token, model quality, uptime)
Troubleshooting & Escalation Management
Act as the technical escalation point for production issues, coordinating with Engineering and Support to drive resolution
Maintain runbooks and playbooks that reduce time-to-resolution across the account portfolio
Voice of the Customer
Synthesize patterns across your accounts and feed them into product and engineering roadmaps
Represent customer priorities in internal planning, particularly around model support, tooling gaps, and platform reliability
Track a tight feedback loop between what customers are building and what Fireworks ships next
Expansion, Renewal & Business Reviews
Own the technical narrative for quarterly/executive business reviews (QBRs/EBRs), including adoption trends, ROI, and roadmap alignment
Partner with the Account Executive on renewal strategy and identify expansion opportunities tied to new use cases, teams, or workloads
Forecast and proactively flag account health risks before they threaten retention
What We're Looking For
Bachelor's degree required
4+ years in a technical, customer-facing role: Deployment Strategy, Technical Account Management, Solutions Engineering, Forward-Deployed Engineering, or Technical Customer Success at an enterprise software or AI/ML company
Strong technical foundation: comfortable with APIs, cloud infrastructure (AWS/GCP/Azure), and enough hands-on coding ability to debug integrations, not just describe them
Direct experience with LLMs in production - understanding of probabilistic model behavior, prompt engineering, fine-tuning, RAG, and/or agent architectures
Track record of managing enterprise relationships end-to-end: technical delivery, executive communication, and commercial outcomes (renewal/expansion)
Excellent written and verbal communication - able to translate between ML engineers and business stakeholders fluently
Comfortable owning ambiguity in a fast-moving, early-stage function; you'll be shaping the playbook for this role at Fireworks, not just following one
Experience scoping high-value engagements - value-based/TCO-ROI framing, defining pilot success criteria, writing scoping docs or PRDs - gained in a Deployment Strategist, Forward-Deployed Engineer, or similar "product manager for the field" capacity is a strong plus
Bonus: experience with inference optimization, model serving infrastructure, or open-source model ecosystems (Llama, Mixtral, DeepSeek, etc.)
Why Fireworks?
Solve Hard Problems: Tackle challenges at the forefront of AI infrastructure, from low-latency inference to scalable model serving.
Build What’s Next: Work with bleeding-edge technology that impacts how businesses and developers harness AI globally.
Ownership & Impact: Join a fast-growing, passionate team where your work directly shapes the future of AI - no bureaucracy, just results.
Learn from the Best: Collaborate with world-class engineers and AI researchers who thrive on curiosity and innovation.
Fireworks AI is an equal-opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all innovators.
As published by Fireworks AI. Applications are handled on their site.
Skills this posting mentions
About Fireworks AI
Fireworks.ai offers generative AI platform as a service. We optimize for rapid product iteration building on top of gen AI as well as minimizing cost to serve. https://fireworks.ai/careers
All 89 openings at Fireworks AIOne click, then it is written
Apply to Fireworks AI with a resume written for this role.
Queue AI Deployment Strategist and I read the posting, rewrite your resume against it, draft the cover letter, and score the fit. Then you press send, or press one button and I fill in Fireworks AI’s form for you.
01Drop your resume
A PDF or a LinkedIn URL. About a minute, once.
02I rank the openings
Every weekday morning, the live catalog scored against your history. Up to 20 worth your time, not two hundred links.
03Each one is written up
Resume rewritten for the posting, a cover letter, a fit score. Press send, or let me fill in the form.
- 25 sent a week, free
- No card
- Nothing sent until you say so
More roles at Fireworks AI
See all- 31 October
Head of Startups and Venture Capital, Sales
San Francisco, CaliforniaHybrid
$360k - $400k/yrManagerSales - 29 October
- 29 October
Founding Data Scientist, Capacity & Pricing Optimization
San Mateo, CaliforniaHybrid
$250k - $300k/yrMid levelData and ML - 26 October
Member of Technical Staff, Traffic Infrastructure
San Mateo, CaliforniaHybrid
$175k - $220k/yrStaffEngineering - 26 October
- 22 October
Member of Technical Staff, Data Infrastructure
San Mateo, CaliforniaHybrid
$175k - $220k/yrStaffEngineering
Similar roles elsewhere
See more- 1 November
- 1 November
- 1 November
Senior Software Engineer - Game Engine Systems (C++)
RobloxSan Mateo, CA
$294k - $343k/yrSeniorEngineering - 1 November
- 1 November
- 1 November
Senior Hardware Engineer - GPU & AI Infrastructure
RobloxSan Mateo, CA
$243k - $295k/yrSeniorEngineering
Put this to work
Paste your career in once. Every application after that is written for you.
Drop a resume or a LinkedIn URL. I rank the live openings against it, rewrite the resume and write a cover letter for the best of them, and fill in the employer's form when you press the button. You read, you decide what goes out.
01Drop your resume
A PDF or a LinkedIn URL. About a minute, once.
02I rank the openings
Every weekday morning, the live catalog scored against your history. Up to 20 worth your time, not two hundred links.
03Each one is written up
Resume rewritten for the posting, a cover letter, a fit score. Press send, or let me fill in the form.
- New matches ranked and written before you are up.
- Every bullet stays inside what your history supports. Nothing invented.
- Queued, submitted, interviewing, offer: one screen, not a spreadsheet.
Free, no card. Up to 25 applications sent a week, and nothing is sent until you say so.
Listed from the job board Fireworks AI publishes. Refolk is not the employer and does not handle their hiring. Applications go to Fireworks AI directly.
Hiring at Fireworks AI? Post this role to the Refolk talent pool for $299, once. No commission, refunded if I find nobody. Post a role for $299