Job Description
Responsibilities
Schema Design & Data Modeling
- Design and maintain standardized data schemas used across different data sources and storage systems.
- Define data contracts and models to ensure consistent representation of entities such as users, groups, resources, and permissions.
- Develop and maintain schema evolution and versioning processes to support iterative product development.
- Ensure data models are optimized for both transactional and analytical workloads.
- Collaborate with engineering and product teams to align data models with business logic and reporting requirements.
Analytical & Application Storage
- Design and optimize ClickHouse schemas for analytical and time-series workloads.
- Iterate on and maintain PostgreSQL schemas for metadata, configuration, and application-level data.
- Develop indexing, partitioning, and retention strategies that balance performance, scalability, and cost.
- Define transformation specifications to ensure consistency between raw and analytical data layers.
Data Quality & Governance
- Establish naming conventions, data types, and relationship standards for all stored data.
- Implement validation and normalization checks to ensure incoming data adheres to defined schemas.
- Partner with QA and product teams to verify that stored data accurately represents system behavior and business intent.
- Maintain clear documentation and metadata definitions for all datasets and structures.
Infrastructure & Automation
- Manage schema migrations and versioning through CI/CD workflows.
- Collaborate with DevOps teams to deploy and monitor databases in Kubernetes-based environments.
- Use Infrastructure as Code tools (Helm, Terraform, or similar) for consistent database provisioning.
- Support observability and monitoring for data performance and reliability.
Qualifications
Data & Database Expertise
- 5+ years of experience in data engineering, backend development, or database architecture.
- Hands-on experience with ClickHouse or other columnar analytics databases (e.g., Redshift, BigQuery, Snowflake).
- Strong proficiency in PostgreSQL and SQL query optimization.
- Solid understanding of database administration, indexing, and performance tuning.
Data Modeling & Standards
- Demonstrated experience designing data models for complex or multi-system environments.
- Familiarity with data contracts, schema evolution, and versioning best practices.
- Experience enforcing data standards and conventions across teams or systems.
- Understanding of metadata and documentation management (e.g., dbt, OpenMetadata, or similar).
DevOps & Tooling
- Experience deploying and managing databases with Kubernetes and containers.
- Knowledge of CI/CD pipelines and Infrastructure as Code (Helm, Terraform, GitHub Actions, etc.).
- Understanding of observability and performance monitoring for data systems.
Are you interested in this position?
Apply by clicking on the “Apply Now” button below!
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