Analytics Engineer
Harnham
In this Analytics Engineer role, you will transform raw warehouse data into analytics-ready data marts to support cross-domain reporting and decision-making. You’ll shape modeling standards and the semantic layer while enabling trusted insights through Looker, Power BI and Tableau. The position operates in a hybrid, consumer-facing business with a strong emphasis on data quality and measurable impact. You will work closely with product and commercial teams to modernise the data stack and drive analytics maturity.
Pay / Benefits- hybrid working
- investment in learning and development
- supportive, collaborative data culture
- impactful, cross-functional projects
- Design and build Kimball-style dimensional models and gold layer marts using dbt
- Develop and maintain performant, tested dbt pipelines
- Collaborate with Data Engineers to optimise upstream data structures and handoffs
- Implement data quality testing with dbt tests and expectations
- Define and maintain a consistent semantic layer across BI tools
- Translate schemas into business concepts like customers, campaigns, sessions, revenue
- Own documentation including data dictionaries, ERDs, and semantic definitions
- Contribute to migrating legacy warehouses to Snowflake-based models
- Refactor legacy logic into dbt-driven transformations
- Tackle medium-term projects (6–9 months) to align legacy stacks with modern standards
- Strong SQL experience with Redshift or BigQuery; exposure to Snowflake or other modern warehouse
- Proven experience building production dbt models, tests, and environments
- Solid understanding of dimensional modelling and Kimball principles
- Experience with semantic or metric layers
- Python experience for analytics or data engineering tasks
- Experience with BI tools such as Looker and Power BI
- Experience in agile teams using Git-based workflows
- Collaborative mindset
- Attention to data quality and detail
- Proactive communication across cross-functional teams
- SQL (Redshift/BigQuery; Snowflake exposure)
- dbt (models, tests, pipelines)
- Dimensional modelling (Kimball)
Reference: WJ-747_30182533