Product Intelligence Data Scientist - Predictive Insights

AVEVA Denmark; United Kingdom; Hybrid; GBP 90,000 - 115,000; Full time

Benefits offered by this job

Flexible benefits

Pension

Private medical insurance

Job summary

AVEVA in the UK is seeking a Senior Product Intelligence Data Scientist to build a unified intelligence layer that transforms raw usage signals, behavioral data, and lifecycle events into predictive, prescriptive insights — enabling teams to act on what the product is telling us, not just what gets reported.

You will own analytical models and frameworks connecting product behavior to business outcomes, partnering with Product, CS, and GTM to drive adoption, expansion, and renewal through

Qualifications

• 5+ years in data science or advanced analytics in SaaS (hybrid PLG/sales-led preferred).
• Strong Python and SQL; experience with data modelling and pipeline tools (dbt, Airflow, Dagster).
• Deep expertise in predictive modelling, causal inference, survival analysis, and experimentation (A/B, diff-in-diff, IV).
• Experience with product telemetry and event-stream data at scale.
• SaaS lifecycle metrics: ARR, NRR, LTV, PQLs, activation funnels.

Responsibilities

• Partner with Product to test hypotheses around feature adoption and growth levers using experimentation.
• Translate product signals into lifecycle intelligence to drive prioritization.
• Build and own predictive models quantifying adoption, churn risk, and expansion from telemetry.
• Design segmentation frameworks to reveal user value and gaps.
• Develop analyses that link product interactions to revenue (NRR, LTV, expansion).
• Create scoring systems for leads, health, and engagement to feed GTM and CS.
• Develop early-warning models to flag at-risk accounts from behavioral shifts.
• Communicate findings to senior leadership as actionable narratives.

Skills

Python

SQL

Data modelling

dbt

Airflow

Dagster

Predictive modelling

Causal inference

Survival analysis

Experimentation

Telemetry data

SaaS metrics

Education

Bachelor's in quantitative field

Tools

Snowflake

Databricks

BigQuery

Azure Synapse

Amplitude

Mixpanel

Pendo

dbt

Airflow

Dagster

Job description

AVEVA in the UK is seeking a Senior Product Intelligence Data Scientist to build a unified intelligence layer that transforms raw usage signals, behavioral data, and lifecycle events into predictive, prescriptive insights — enabling teams to act on what the product is telling us, not just what gets reported.

You will own analytical models and frameworks connecting product behavior to business outcomes, partnering with Product, CS, and GTM to drive adoption, expansion, and renewal through