Role data
Compare aggregate Wagecard data by role
See modeled AI running cost, market pay, and four task classes by geography and experience. Cells that do not meet the publication threshold remain blank.
Role data
Roles with published aggregate data
Each page shows sample counts and only the aggregate estimates supported by the available data.
Customer Support Agent
operationsFront-line support role. Handles tickets, live chat, account actions, and escalations, and helps frustrated customers reach a resolution.
Open role dataData Analyst
analyticsTranslates business questions into SQL and visualizations. Owns dashboards, ad-hoc analyses, and the data definitions stakeholders cite in decisions.
Open role dataData Engineer
techDesigns and maintains data pipelines, warehouses, and infrastructure. Owns reliability, schema design, and orchestration for the data platform that analytics and ML teams depend on.
Open role dataFinancial Analyst
financeBuilds financial models, runs variance analysis, and partners with department leaders on budgets and forecasts. Owns the monthly close narrative for their domain.
Open role dataMachine Learning Engineer
techBuilds, trains, evaluates, and ships ML models to production. Owns feature engineering, model serving infrastructure, and ongoing model performance monitoring.
Open role dataProduct Designer
designDesigns the end-to-end product experience. Bridges user research, interaction design, visual systems, and engineering handoff.
Open role dataProduct Manager
productOwns product direction, prioritization, and cross-functional execution. Translates research, data, and strategy into shipped product decisions.
Open role dataSoftware Engineer
techDesigns, builds, and maintains software systems. Combines coding with system design, code review, and operational responsibility.
Open role data
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