Granica is redefining how enterprises prepare and optimize data at the most fundamental layer of the AI stack-where raw information is transformed into usable intelligence.
We're built to streamline cloud infrastructure, reduce storage and compute costs, and accelerate data pipelines, therefore helping companies turn massive raw datasets into intelligent, usable fuel for AI. In short: we build better data for better AI.
Smarter Infrastructure for the AI Era
We make data efficient, safe, and ready for scale-think smarter, more foundational infrastructure for the AI era. Our technology integrates directly with modern data stacks like Snowflake, Databricks, and S3-based data lakes, enabling:
- 60%+ reduction in storage costs and up to 60% lower compute spend
- 3x faster data processing
- 20% platform efficiency gains
Trusted by Industry Leaders
Forward-thinking teams at Pinterest, Lyft, Snap, Quora, and others rely on Granica to cut costs, boost performance, and unlock more value from their existing data platforms.
A Deep Tech Approach to AI
We're unlocking the layers beneath platforms like Snowflake and Databricks, making them faster, cheaper, and more AI-native. We combine advanced research with practical productization, powered by a dual-track strategy:
- Research: Led by Chief Scientist Andrea Montanari (Stanford Professor), we publish 1-2 top-tier papers per quarter.
- Product: Actively processing 100+ PBs today and targeting Exabyte scale by Q4 2025.
Backed by the Best
We've raised $60M+ from NEA, Bain Capital, A Capital, and operators behind Okta, Eventbrite, Tesla, and Databricks.
Our Mission
To convert entropy into intelligence, so every builder-human or AI-can make the impossible real.
We're building the default data substrate for AI, and a generational company built to endure beyond any single product cycle.
WHAT YOU'LL DO
You'll be Granica's hands-on product builder-translating frontier research into real, scalable infrastructure used by the world's most data-intensive companies. You'll lead high-velocity product cycles from idea to lab demo to enterprise rollout, owning both vision and execution.
- Drive the end-to-end arc from 0 → 1 → 100: translate scientific breakthroughs into working products that deliver measurable customer value
- Prototype quickly with tools like Claude-Code, ChatGPT/Codex, Cursor, V0, Python, TypeScript, Rust-whichever slashes demo time from weeks to hours
- Define and launch self-optimizing Lakehouse APIs that automate schema governance, cost controls, and performance tuning
- Build with and for design partner customers at PB scale-beat ambitious benchmarks and make the results visible
- Instrument real impact, not fluff-optimize for $/TB saved, p99 latency, and customer NPS
- Champion open standards and ecosystems like Delta, Iceberg, and Parquet
- Collaborate tightly across research, engineering, and go-to-market to tell the story, write crisp PRDs, and compound value weekly
- Lay the foundation for a world-class PM org-mentor, hire, and scale the next generation of builder-PMs
WHAT WE'RE LOOKING FOR
- 5+ years of experience as an individual contributor PM in high-growth infra, AI/ML, or data platform companies
- Proven track record turning deep R&D or engineering work into successful products at scale
- Highly technical; can prototype, talk shop with researchers, and inspire engineers with clarity and energy
- Obsessive about impact metrics and shipping product that moves them
- Strong storyteller-can distill complex ideas into customer value and team alignment
- Experience working with open-source data standards or contributing to OSS ecosystems is a plus
- Passion for creating leverage: speed, savings, safety, and simplicity at petabyte scale
WHAT SETS GRANICA APART
- Core Differentiation: We'refocused on unlocking a deeper layer of AI infrastructure. By optimizing the way data is stored, processed, and retrieved, we make platforms like Snowflake and Databricks faster, more cost-efficient, and more AI-native. Our work sits at the most fundamental layer of the AI stack: where raw data becomes usable intelligence.
- Real Impact: Our customers see 60%+ savings in storage, 60%+ lower compute costs, and 3x faster processing, all while improving data privacy and model performance.
- Proven Product, Zero Hype: We scaled to multimillion-dollar ARR without a dedicated sales team-just product pull and ROI.
- Engineering-First Culture: You'll work with world-class engineers and researchers, shipping core infra that impacts how data is used at petabyte scale.
- Velocity with Rigor: Weekly releases, deep mentorship, open design culture, and high technical standards across the board.
COMPENSATION & BENEFITS
- Competitive salary and meaningful equity
- Flexible hybrid work (Bay Area HQ)
- Unlimited PTO + quarterly recharge days
- Premium health, vision, and dental
- Team offsites, deep tech talks, and learning stipends
Granica is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.
Granica Compensation & Benefits Highlights
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Healthcare Strength — Benefits include premium medical, dental, and vision coverage with mental‑health support and FSAs. Some materials describe fully paid employee coverage with substantial support for dependents.
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Leave & Time Off Breadth — Policies include unlimited PTO paired with company recharge days and paid holidays. Generous parental leave with a return‑to‑work program and family medical leave further expand time‑off support.
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Strong & Reliable Incentives — Total rewards feature company equity, an employee stock purchase plan, and quarterly performance bonuses for all roles. These structured incentives are positioned as part of a consistent, company‑wide cadence.
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What We Do
Our mission is to remove inefficiency from the foundation of AI. By combining new research in information theory, probabilistic modeling, and distributed systems, we’re creating self-optimizing data infrastructure that continuously improves how information is represented and used by intelligent systems.
Why Work With Us
We’re a tight-knit team combining --> * Fundamental research in compression, data systems, and information theory * World-class systems engineering across storage, infrastructure, and research led by our Chief Scientist & Stanford Prof. Andrea Montanari * A shared obsession with performance, scale, and clean design
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Granica Offices
Hybrid Workspace
Employees engage in a combination of remote and on-site work.