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Staff Software Engineer – Experiments Platform
CanvaStaff Software Engineer leading backend experimentation infrastructure at Canva, the design platform. Improving A/B testing, feature rollout, measurement and AI-assisted analysis for product teams.
Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in building and evolving backend systems for experimentation, with a strong focus on A/B testing, feature management, and driving platform adoption. Capable of collaborating with cross-functional teams to enhance experimentation practices and ensure system reliability and scalability.
Highest-signal resume keywords
Backend Systems DevelopmentExperimentation PracticesA/B TestingFeature ManagementData Engineering
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Backend SystemsDistributed SystemsScalabilityAvailabilityConsistencyFailure ModesExperiment AssignmentFeature FlaggingData ProcessingStatistical Intuition
Soft Skills
Technical LeadershipCollaborationProblem SolvingCommunication
Tools & Technologies
AI ToolsAnalytics Engineering
Industry Keywords
ExperimentationProgressive RolloutGuardrailsMetricsUser Targeting
Tech Stack
Tools & technologiesDistributed Systems
About the role
Key responsibilities & impact- Provide senior technical leadership across backend systems supporting Canva's experimentation programme
- Evolve the platform used to set up experiments, target users, expose variants and measure outcomes
- Improve experimentation practices, surface signals faster and alert early when guardrails are threatened
- Explore automation of experimentation analysis using AI
- Own significant technical problems
- Work with senior leaders across Canva to shape the platform's direction
- Collaborate with teams building the platform
- Build shared experimentation capabilities used across Canva
- Collaborate broadly with engineering and data science organisations and senior technical leaders
- Support engineers configuring and launching experiments, data scientists analyzing impact, and product teams deciding what to roll out, change or stop
Requirements
What you’ll need- Experience building backend systems or platforms that other engineers depend on
- Experience with experimentation, A/B testing, feature-management or progressive-rollout systems in a large engineering environment
- Experience taking ambiguous engineering problems, forming technical direction and helping engineers move toward an outcome
- Experience building internal platforms or capabilities and driving adoption
- Strong software engineering fundamentals
- Experience designing reliable backend and distributed systems
- Ability to reason about scalability, availability, consistency and failure modes
- Familiarity with data engineering, analytics engineering or large-scale data processing
- Familiarity with experiment assignment, targeting, variants, feature flags, metrics, guardrails and progressive rollout
- Strong engineering fundamentals transferable between languages
- Direct experimentation, A/B testing, feature-management or rollout infrastructure experience is a nice to have
- Background spanning software engineering and data science, data engineering or analytics engineering is a nice to have
- Feature flagging, user targeting, progressive rollout or automated guardrail experience is a nice to have
- Statistical intuition and ability to work closely with data scientists is valuable
- Willingness to participate in interactive, real-time technical challenges and potentially use AI tools during interviews
Benefits
Comp & perks- Equity packages
- Inclusive parental leave policy that supports all parents & carers
- Annual Vibe & Thrive allowance supporting wellbeing, social connection, office setup & more
- Flexible leave options
- Flexible work setup: work from Canva spaces, home, or a mix of both
- Virtual interviews