Analytics Engineer

About LEAP LEAP is the leading provider of Legal Practice Management Solutions in the world and is part of ATI - one of the largest international LegalTech companies. For more than 30 years, our curiosity and commitment to continual improvement has kept us reimagining productivity tools for lawyers and their staff to support our guiding purpose, to ‘Help lawyers who help people’. The market‑leading software we develop and support is used by more than 70,000 lawyers and their staff in small and medium‑sized law firms. Role Overview As our newest Analytics Engineer, you will design and scale LEAP’s new enterprise data platform and semantic layer – the foundation for consistent metrics, AI enablement, and trusted insights that guide decisions across Executive, Product, Marketing, and Finance. This is a hands‑on, engineering‑focused role where you partner closely with our BI Manager and Insight Analyst to ensure that metrics are standardised and data is accessible, trustworthy, and ready for both dashboards and advanced analytics. What You’ll Do Build and maintain scalable, governed data models in dbt/Snowflake that power cross‑functional reporting and advanced analytics. Develop and extend the universal semantic layer, ensuring metrics are consistent, reusable, and ready for both BI and AI applications. Structure high‑quality, well‑documented data assets that serve as the knowledge base for AI agents, predictive analytics, and self‑service BI. Optimise and manage data pipelines (Fivetran/dbt) for reliability, performance and incremental refresh. Collaborate with the Data & Insights Analysts to translate the Metrics That Matter, a unified KPI framework across functions, into scalable, governed data models within the semantic layer. Ensure data quality and trust through testing, monitoring, and documentation. Qualifications Proficiency in SQL and modern data modelling (dbt preferred). Hands‑on experience with Snowflake (or other cloud data warehouses). Familiarity with Fivetran (or similar ELT tools). Proven ability to design reusable, scalable data models that drive business outcomes. Experience integrating multiple data sources (Salesforce, Zuora, product usage, financial systems). Proactive, detail‑oriented and able to balance speed with governance. Experience with version control systems (Git preferred) and familiarity with CI/CD practices. Bonus Skills Exposure to BI/visualisation tools (Tableau, Power BI, or similar). Experience with Python for data processing or automation. Interest in AI/ML integration (no need to be an expert yet). What We’re Looking For A collaborative, proactive mindset comfortable with a fast‑paced, evolving environment. Strong communication skills, able to translate technical concepts into business outcomes. A self‑starter attitude with a willingness to learn, experiment and take ownership. A team player who understands that diverse opinions make a team and the benefit of achieving goals and decisions together. Curiosity – not afraid to ask questions, explore and share ideas. Why Join LEAP Your work matters. Helping lawyers help people sits at the heart of everything we do. Make an impact. Full trust and autonomy to work on big & complex projects. Work with a group of authentic, passionate people who love what they do. Well‑funded and global operations across multiple countries. Flexible and hybrid working – we prefer this person based in Sydney but are open to flexible arrangements. Grow your career with opportunities at LEAP. Enjoy a range of wellbeing benefits such as paid wellbeing day, free gym membership, corporate dental plan, monthly massages, catered lunch and breakfast, on‑site barista. Access to a LEAP Home program to support you in buying a primary residence. LEAP is an inclusive, people‑first company committed to breaking down institutional barriers that keep people from reaching their potential. If you meet some, but not all the requirements above, we encourage you to still submit your application. #J-18808-Ljbffr