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Digital analytics engineer

London
asos
Engineer
Posted: 15 June
The role

Job Description

What You’ll Be Doing

Behavioural Data Modelling

  • Build and extend core behavioural models in Databricks that describe how customers interact with ASOS across web and app
  • Design and maintain: Session logic Funnels and journeys Attribution logic Feature usage and engagement metrics Experiment exposure and variant datasets
  • Create domain specific behavioural marts optimised for analytics and experimentation use cases
  • Web Analytics Data Pipeline Ownership

  • Own the quality and consistency of behavioural events flowing into Analytics platforms
  • Ensure events conform to agreed: Schemas and naming conventions Data types and required fields Privacy first compliance
  • Build and maintain transformation pipelines where enrichment or standardisation is required
  • Act as a technical owner of event contracts between frontend teams and analytics
  • Data Quality & Observability

  • In collaboration with the teams software engineers implement end-to-end data quality checks across frontend → ingestion → Analytics → Databricks
  • Monitor and alert on: Schema changes and validation failures Event completeness and coverage Cardinality drift Volume anomalies Identity and user stitching integrity
  • Proactively identify and resolve issues before they impact experiments or reporting
  • Semantic Layer Enablement

  • Enable trusted behavioural metrics through: Databricks metric enabled views Power BI semantic models
  • Ensure metrics are usable for: Self serve analysis Executive and leadership reporting “Talk to Data” and agent based workflows
  • Partner with product analysts, data and product teams to ensure metrics are clear, consistent, and reusable
  • Frontend Instrumentation Alignment

  • Work closely with web and app engineers to ensure instrumentation meets analytics and experimentation needs
  • Support: Event payload and schema design Instrumentation PR reviews Pre‑release validation Experiment tagging and exposure tracking
  • Act as a go to expert for behavioural tracking best practices
  • Qualifications

    We’re Looking For

    Core Skills & Experience

  • Experience in analytics engineering, data engineering, or product analytics
  • Strong SQL and experience working in Databricks / Spark / DBT/ Python
  • Solid understanding of behavioural and event based data modelling
  • Hands‑on experience with product analytics platforms (;Mixpanel, Adobe or similar)
  • Experience building reliable data pipelines and quality controls
  • Comfortable working closely with software engineers within product teams on data instrumentation
  • A pragmatic, detail oriented approach to data quality
  • Nice to Have

  • Experience supporting experimentation and A/B testing
  • Knowledge of identity resolution and cross device tracking
  • Power BI semantic modelling experience
  • Experience enabling self serve analytics
  • Interest in AI assisted analytics or metric driven agents
  • Additional Information

  • Employee discount (hello ASOS discount!)
  • Employee sample sales
  • 25 days paid annual leave + an extra celebration day for a special moment
  • Private medical care scheme
  • Fixed Annual Payment in addition to your salary each year, it's just an extra thank you from us
  • Opportunity for personalised learning and in-the-moment experiences that enable you to thrive and excel in your role
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