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Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Analytics Engineer - **Company:** Lupa Pets - **Location:** London, UK - **Experience:** Experienced - **Contract:** Permanent contract - **Skills:** Data Analysis, Code Coverage, Software Documentation, Data Transformation, Database Queries, Query Optimization, Standard Sql, SQL Databases, Business Intelligence Development Studio, Looker Analytics - **Published:** July 9, 2026 - **Apply:** https://uk.indeed.com/viewjob?jk=8842cb9b430f7a98 ## About the Role * 2-3 years of hands-on experience in an analytics engineering, SQL engineering, or BI engineering role * Exceptional SQL skills, you write complex queries fluently, understand query optimisation, and care deeply about data model structure and readability * Solid experience with data modelling principles and building scalable, well-tested analytics layers (dbt experience strongly preferred) * Comfortable working with large, messy datasets and turning them into something clean, reliable, and trustworthy * Experience in a B2B SaaS, health-tech, or fast-growth startup environment (nice to have) * Familiarity with BI tooling such as Looker, Metabase, or similar (nice to have) As a person, you: * Are proactive and self-structured, you create order in chaos and don't need a rigid process to do great work * Communicate clearly and confidently with non-technical stakeholders, you can explain a data model to a sales lead without losing them * Take ownership of data quality as a first principle, if something looks wrong, you investigate and fix it, you don't just flag it * Thrive in a fast-moving environment where the data landscape is constantly evolving as the product grows * Are excited to work in-person from our Paddington, London HQ * Value working with people who are kind, ambitious, and pragmatic ## Description * Own the analytics layer of our data platform; writing, structuring, and maintaining the SQL models that power dashboards, product metrics, and business intelligence across Lupa * Transform raw data from our platform into clean, reliable, well-documented datasets that Product, Engineering, and Commercial teams can actually use * Build and maintain reports that give the business a clear picture of clinical outcomes, practice performance, customer health, and growth metrics * Define and enforce data modelling best practices, including naming conventions, documentation standards, and testing coverage * Partner closely with the wider Data team to ensure analytics models sit on top of solid, well-engineered pipelines * Work directly with stakeholders across the business to understand what they need to know, translate that into clean SQL, and deliver answers that drive decisions, * You own the analytics layer with confidence, models are clean, documented, tested, and trusted across the business * Stakeholders come to you first when they need to understand what's happening in the data, because they know you'll give them a straight answer * You've made a visible impact on how the business uses data to make decisions ## Related Videos - [Data Science in Retail](https://www.wearedevelopers.com/videos/586-data-science-in-retail) - [How building an industry DBMS differs from building a research one](https://www.wearedevelopers.com/videos/768-how-building-an-industry-dbms-differs-from-building-a-research-one) - [From Messy Queries to Scalable Systems - How Data Engineering actually works](https://www.wearedevelopers.com/videos/100203-from-messy-queries-to-scalable-systems-how-data-engineering-actually-works) - [Mutation Testing and Fuzzing in C#](https://www.wearedevelopers.com/videos/703-mutation-testing-and-fuzzing-in-c) - [Data Science on Software Data](https://www.wearedevelopers.com/videos/162-data-science-on-software-data) - [Analytics in the Age of Agentic AI: A tour of ClickHouse and Langfuse](https://www.wearedevelopers.com/videos/100240-analytics-in-the-age-of-agentic-ai-a-tour-of-clickhouse-and-langfuse) ## Related Articles - [Data Engineer Salary UK](https://www.wearedevelopers.com/magazine/253-data-engineer-salary-uk) - [Data Analyst Salary in the UK](https://www.wearedevelopers.com/magazine/278-data-analyst-salary-in-the-uk) - [Software Engineer Salary London](https://www.wearedevelopers.com/magazine/252-software-engineer-salary-london) - [The Most Popular IT Jobs on the Market](https://www.wearedevelopers.com/magazine/376-the-most-popular-it-jobs-on-the-market) - [Best Companies to work for in London: Top 25 Companies in 2023](https://www.wearedevelopers.com/magazine/187-best-companies-to-work-for-in-london-top-25-companies-in-2023) - [Software Engineer Salary in The UK](https://www.wearedevelopers.com/magazine/231-software-engineer-salary-in-the-uk)