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 71,000 lawyers and their staff in small and medium-sized law firms.

Working alongside our international team of passionate high achievers, you’ll join a fast-growing technology business where things seldom stay the same for long. With more than 800 smart, caring and ambitious ‘LEAPsters’ working together across Australia, Canada, the United States, the United Kingdom, the Republic of Ireland, Poland and New Zealand, you’ll find yourself in good company here.

Meet the Global Business Systems team

We’re a fast growing business built on a foundation of cutting edge technology and our Global Business Systems Teams are the sharp minds and steady hands keeping us running smoothly and making sure we’re always one step ahead. 

Whether you’re keeping user’s technology up to date, using analytics to solve complex business problems, or digitising processes to improve the ways we work, our technology specialists are the forward thinking experts keeping the engine of our continued success running – and the success of our clients too.  

If you’re a tech-savvy critical thinker with big ambitions and a passion to make an impact, you’ll discover not just a fulfilling career, but the opportunity to redefine the world of LegalTech. 

What you'll do

As our newest Analytics Engineer, you’ll be designing and scaling 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’ll 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. 

To make this happen, you will:

• 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.  

What you'll bring

• 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. 

Consider it a bonus if you have: 

• 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). 

You are the type of person who

• Has a collaborative, proactive mindset and you’re comfortable working in a fast-paced, evolving environment. 

• Has strong communication skills, able to translate technical concepts into business outcomes. 

• Is a self-starter attitude with a willingness to learn, experiment, and take ownership of tasks. 

• Is a team player who understands that diverse opinions make a team and the benefit of achieving goals and decisions together. 

• Is curious - you're not afraid to ask questions, explore and share your thoughts and ideas.  

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.

Why join LEAP?

• Your work matters. Helping lawyers help people sits at the heart of everything we do. We solve real world problems that improve and support local, everyday law firms. So they can do their best work for the people in the communities they serve.
• Make an impact. You won’t be another ‘cog in the wheel’ here. We give full trust and autonomy for you to be heard, to work on big & complex projects – and to make a real difference.
• Work with a group of authentic, passionate people who love what they do.
• Well-funded and global. LEAP is the leading provider of Legal Practice Productivity Solutions across Australia, Canada, the United States, the United Kingdom, the Republic of Ireland and New Zealand. We're part of ATI – one of the largest international LegalTech companies.
• Flexible and hybrid working. We'd like to find this person in Sydney, but we want you to work in a way that suits you and we're open to flexible arrangements that support you.
• Grow your career with us. Our founder Christian Beck has been building legal tech businesses for over 30 years. There are opportunities galore to expand your career based on where your interests lie. We're not afraid to pivot based on market conditions - you will always have the opportunity to stay ahead of the curve and do your best work here.
• Have fun with us. Celebrations. Socials. Sports teams. Access to sailing and yacht events.
• We value your well-being - enjoy an additional paid wellbeing day every year, free gym membership, corporate dental plan and monthly massages in the office. We'll throw in a catered lunch and breakfast every week too. Oh and an on-site barista.
• Access to LEAP Home - a program unique to LEAP to support you in buying your primary residence.