Fireworks AIPosted 5d ago
Data Analytics Engineer (Product)
Data Analytics Engineer (Product) at Fireworks AI scores 65 out of 100 on AI centrality, which makes it a Level 3 role on this board.
AI in this role
First Data Analytics Engineer supporting product management by defining metrics, building data pipelines, and analyzing AI infrastructure usage.
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.
THE ROLE
We are seeking the first Data Analytics Engineer at Fireworks who will support our product management team.
You will define canonical metrics that measure user behavior, product performance, system performance, and financial measures. You’ll ensure the metrics accurately measure what the business needs to know and that they are socialized and understood across teams and senior leaders. You will extend and improve our data model, write pipelines to compute metrics, and partner with the data platform team to put them into production following rigorous engineering standards.
You’re a good fit for this role if you enjoy operating highly autonomously, if your working style stresses both efficiency and correctness, and if you love bringing structure to complex and messy questions.
WHAT WE'RE LOOKING FOR
Required
5+ years in data science, product analytics, analytics engineering, or a combination.
Experience defining, analyzing, and aligning business users on shared metrics.
Experience building or working on production data pipelines, hands-on.
Proficiency in SQL, Python, or similar languages.
Excellent communication with senior level stakeholders, technical and non-technical.
Demonstrated autonomy in an environment with open ended problems.
Availability to work in office in San Mateo 3x days per week.
Preferred
Experience analyzing performance of self-service developer-facing products.
dbt, Coalesce, or a similar transformation framework in production — models, tests, docs, shared repo
Background in AI infrastructure including inference, GPU-hour metering, attributing revenue to mixed model use, 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.
Prepare for this job
A free preview built only from this posting: what it asks for, what you could be asked in an interview, and how to adjust your resume.
Skills and AI tools this role asks for
Questions you could be asked
- What's a project where you used PyTorch hands-on?
- Walk me through how you've used Python in your day-to-day work.
- What are the limits of Sql that you've run into, and how did you work around them?
- What's a project where you used Dbt hands-on?
- 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: PyTorch, Python, Sql, and Dbt. 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.
Want your resume actually rewritten for this job?
The free preview above is everything we have today. A full resume rewrite is not live yet and has no price set. Join the waitlist and we will email you if we open it.
Similar roles
Data roles rated Level 3 at other companies.




