About Granica

Granica is an AI research and infrastructure company focused on reliable, steerable representations for enterprise data.

We earn trust through Crunch, a policy-driven health layer that keeps large tabular datasets efficient, reliable, and reversible. On this foundation, we’re building Large Tabular Models—systems that learn cross-column and relational structure to deliver trustworthy answers and automation with built-in provenance and governance.

Join Granica’s core engineering team to design and scale systems powering data workflows, automation, and analytics. This is a deep engineering role—not feature delivery.

What You’ll Do-

• Build backend APIs and scalable data pipelines (Python, PySpark).

• Work with modern data lakehouse/warehouse tech (Iceberg, Delta Lake, Snowflake, Databricks).

• Orchestrate workflows (Airflow) and optimize big data frameworks.

• Manage infra as code (Terraform) and ensure reliability with monitoring/logging.

• Collaborate across teams and with customers to solve complex data challenges and design seamless integration solutions.

• Drive best practices in scalability, reliability, and cost efficiency.

What We're Looking For-

• 5+ years in software/data engineering or infrastructure roles

• Strong Python skills (backend APIs a plus)

• Proven ability to build scalable data pipelines from scratch

• Hands-on with Apache Iceberg/Delta Lake + Snowflake/Databricks

• Workflow orchestration expertise (Airflow, Luigi, etc.)

• Big data frameworks experience (Spark, Hadoop)

• Familiar with monitoring/analytics tools (Prometheus, Grafana, ELK, Datadog)

• Skilled in designing scalable, reliable, cost-efficient systems

• Experience with large-scale distributed data architectures

• Thrives in fast-paced startup environments

• Excellent problem-solving, communication, and customer-facing skills

Nice-to-Haves:

• Hands-on experience with Terraform or other infrastructure-as-code tools.

• Familiarity with security and privacy best practices in data processing pipelines.

• Exposure to cloud platforms (AWS, GCP, Azure) and containerisation (Docker, Kubernetes).

Why Granica

• Fundamental Research Meets Enterprise Impact. Work at the intersection of science and engineering, turning foundational research into deployed systems serving enterprise workloads at exabyte scale.

• AI by Design. Build the infrastructure that defines how efficiently the world can create and apply intelligence.

• Real Ownership. Design primitives that will underpin the next decade of AI infrastructure.

• High-Trust Environment. Deep technical work, minimal bureaucracy, shared mission.

• Enduring Horizon. Backed by NEA, Bain Capital, and various luminaries from tech and business. We are building a generational company for decades, not quarters or a product cycle.

Compensation & Benefits

• Competitive salary, meaningful equity, and substantial bonus for top performers

• Flexible time off plus comprehensive health coverage for you and your family

• Support for research, publication, and deep technical exploration

At Granica, you will shape the fundamental infrastructure that makes intelligence itself efficient, structured, and enduring. Join us to build the foundational data systems that power the future of enterprise AI!