Canva
Computer Software
StaffSoftwareEngineer-DataPlatformWorkflow
Neural analysis suggests this role is
optimal for mid candidates.
“Staff Software Engineer - Data Platform Workflow at Canva. Skills: AI-native platforms, Data platform workflow, Agent-driven platforms, AI agents. Map data platform user journey. Identify workflow bottlenecks”
What You'll Achieve.
Data platform workflow materially different; Remove or transform bottlenecks; Analytics engineers shipping faster; Data scientists shipping faster; Other teams reference work
Industry & Context.
Identify bottlenecks; Translate problems into plans; Sit with ambiguity
What They're Looking For.
Must Have
Deep familiarity with AI-native platforms, Workflow ownership across teams, Data platform background, Cross-team direction setting, Visionary plus pragmatic, Adoption mindset, Python for platform and tooling, Comfortable in Go or Java, Snowflake, dbt, lineage tooling, Modern BI tools, CI/CD for data pipelines, API and connector design, Concurrency, system design, failure handling, Observability on architecture and design patterns, AWS depth required, Daily user of Copilot, Claude Code
Nice to Have
Open-source agentic work, Snowflake or dbt depth at scale, Migration credibility, Adjacent platform contributions, GCP a bonus
What You'll Do.
Map data platform user journey
Identify workflow bottlenecks
Anchor roadmap in data
Build agent-ready platforms
Convert interfaces to MCPs
Build skills and connectors
Build APIs for AI agents
Define AI-native standards
Set AI capability standards
Build metrics for value
Measure bottlenecks removed
How You'll Work.
Team & Collaboration
Analytics community alignment; Adjacent platform teams; Infra supergroup; Data Platform team; Analytics engineers; Data scientists
Process & Methodology
Roadmap planning, Sequencing rollout
Full Job Description
Join the team redefining how the world experiences design. Hey, g'day, kia ora, 你好, hallo, vítejte! Thanks for stopping by. We know job hunting can be a little time consuming and you're probably keen to find out what's on offer, so we'll get straight to the point. Where and how you can work Collingwood is home to our Melbourne campus - a vibrant, creative hub for connection and impactful work. While Sydney is home to our HQ, Melbourne brings its own unique vibe, with local artwork, lush greenery, and thoughtfully designed spaces to help you collaborate, focus, and feel part of a welcoming community. This role is based in Melbourne, and we’re looking for someone who calls it home. Our hybrid way of working gives you the flexibility to work remotely, and to come together on campus for meaningful in-person collaboration and connection when it matters most. What you'd be doing in this role The Data Platform Workflow team owns the data platform users’ analytics journey at Canva. When the workflow is smooth, they ship in minutes. When it isn't, it takes days. The team's job is to keep closing the gap and optimising for a better user experience. The strategic bet is converting that workflow to AI-friendly or AI-native. The speed at which analytics arrives is the speed at which Canva learns. AI generates models faster than humans can write them, surfaces insight earlier in the journey, and changes what review even means. The team has shipped early proof of what this looks like, and we’ll need to take it to the next levels. What the team needs you to own is the new type of best practice for an AI-native analytics platform and AI-enabled workflow. The outcome is defined. The shape is open. You'll figure out what that looks like here, sequence the rollout, align the analytics community, and pivot the platform from classic patterns to agent-driven ones. At the moment, this role is focused on: * Mapping the journey: Walking the end-to-end path a data platform user takes from que
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