
Analytics Engineer: This role is focused towards building core ETLs and refactoring bad queries and data models. This role has less requirements on traditional engineering skills. Python+SQL coding skills is enough, combined with strong analytical skills and desire to work closely with stakeholders.
Data Platform Engineer: This role is focused towards building out the data pipeline infrastructure & making things more reliable. The idea candidate has a traditional software engineering skill set and also wants to build efficient systems that are used by other technical people.
Data Infrastructure Engineer: This role is focused on scaling out reliable distributed systems. The first hires should have previous experience building out similar systems, and be able to articulate why they made their design decisions, explain the trade-offs they faced, and how they were able to make the system scale.