About Granica
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 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
Enterprise leaders globally already 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.
Job Summary
SDET
What You’ll Do
🧪Test Automation
- Design, develop, and maintain automated test scripts using industry-standard tools and frameworks
- Create and execute comprehensive test plans for APIs and big data applications
- Implement automated regression, functional, integration, and performance testing
- Develop and maintain test data management strategies
- Create reusable test components and maintain test automation frameworks
🗳️Quality Assurance
- Perform manual testing when required, including exploratory and usability testing
- Identify, document, and track software defects using bug tracking tools
- Collaborate with developers to reproduce and resolve issues
- Conduct root cause analysis for test failures and production issues
- Ensure compliance with quality standards and testing methodologies
♻️Process Improvement
- Integrate automated tests into CI/CD pipelines
- Provide testing estimates and ensure timely delivery of testing milestones
- Continuously evaluate and implement new testing tools and methodologies
✅ What We’re Looking For
3–6 years
of experience in backend test automation
with a strong focus on Python
.- Experience working in
distributed systems
, data engineering, or infrastructure-heavy environments. - Familiarity with
Apache Spark
and related big data technologies. - Hands-on experience with
Kubernetes
for container orchestration and test environment setup. - Solid understanding of
data lakes
, including experience with formats (Parquet, ORC), storage layers, or lakehouse platforms. - Experience with
REST API testing
, data validation, and large-scale test data management. - Comfortable with tools like
Pytest
, Postman
, Git
, Jenkins
, or similar CI/CD tools. - Strong debugging and problem-solving skills in cloud-native environments.
✨ Nice-to-Haves
- Background in data infrastructure, machine learning pipelines, or systems programming
- Familiarity with distributed systems concepts (e.g., compression, storage tiering, streaming data)
- Experience working in a startup or fast-paced technical environment
- Experience with Kubernetes, Terraform, or infrastructure as code tools
- Comfort with performance tuning, benchmarking, and systems observability
Why Granica? 💛
Work hands-on with petabyte-scale datasets
, design performant systems and compression algorithms that matterPartner with elite engineers
from companies like Google, Tesla, and Palantir on complex issuesTackle meaningful problems
that push the boundaries of what’s possible in data infrastructure and AIOutcome-driven culture
: Low ego, high trust, customer-obsessed. We scaled to multimillion-dollar ARR without a dedicated sales team—just product pull and ROI.Generous benefits
: Unlimited PTO, flexible hybrid setup, competitive compensation, full health coverageBacked by top-tier VCs
with strong runway and bold ambitions.
Benefits:
- Highly competitive compensation with uncapped commissions and meaningful equity
- Immigration sponsorship and counseling
- Premium health, dental, and vision coverage
- Flexible remote work and unlimited PTO
- Quarterly recharge days and annual team off-sites
- Budget for learning, development, and conferences
Granica celebrates diversity and is committed to creating an inclusive environment for all employees.
We do not discriminate on the basis of race, religion, color, gender expression or identity, sexual orientation, national origin, citizenship, age, marital status, veteran status, disability status, or any other characteristic protected by law.