Canva

Computer Software

StaffSoftwareEngineer-DataPlatformWorkflow

A$215–300k ~AI est. Melbourne, Victoria, Australia FULL TIME Remote Friendly
Market Sentiment
HIGH DEMAND

Neural analysis suggests this role is
optimal for mid candidates.

The Brief

“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.

Computer Software
Problems you'll solve

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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