Senior Analytics Engineer
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Job Description
Senior Analytics Engineer building trusted analytical models for Jellyfish’s AI-integrated engineering intelligence platform. Improving data quality, metric consistency, and developer access to engineering insights.
Responsibilities:
- Design and maintain analytical data models that transform raw engineering and product data into understandable, reusable datasets
- Define facts, dimensions, metrics, and canonical business entities shared across the organization
- Introduce and mature tools such as dbt for transformations, testing, documentation, and lineage
- Establish maintainable analytical transformation patterns
- Build automated checks for completeness, freshness, uniqueness, referential integrity, and other data-quality signals
- Detect data problems closer to their source
- Partner with Product, Engineering, and Analytics to define important metrics consistently across dashboards, APIs, and customer-facing experiences
- Improve developer and analyst enablement through documentation, examples, reusable models, and data-flow guidance
- Work in a collaborative, performance-driven team environment
- Occasional travel may be required
Requirements:
- Extremely comfortable working with complex SQL
- Experience with dbt or similar transformation frameworks
- Understanding of staging models, intermediate models, marts, testing, lineage, and semantic layers
- Understanding of dimensional modeling, normalized and denormalized models, facts and dimensions, grain, and slowly changing dimensions
- Data quality mindset, including tests, contracts, and documentation
- Ability to work with engineers, analysts, product managers, and domain experts to define precise data concepts
- Experience in a rapidly scaling SaaS environment (bonus)
- Experience introducing dbt or an equivalent modeling framework into an existing data platform (bonus)
- Experience with Databricks, Delta Lake, or lakehouse architectures (bonus)
- Experience with data catalogs, lineage, or governance platforms like OpenMetadata (bonus)
- Experience defining semantic models or metric contracts consumed by analytics and production applications (bonus)
- Must be authorized to work for any employer in the US
- Must be willing to work EST hours in your current time zone
- Must not require current or future US employment visa sponsorship
Benefits:
- Equity
- Occasional travel opportunities
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