Analytics/ML Engineer - Data Team
Core
Build data models, metrics, and semantic layers to enable self-service analytics while applying statistics, optimization, and machine learning to improve product design and sales processes for heat pumps.
Role type
Senior Analytics/ML Engineer
Builds
Data models, metrics, semantic layer, and ML/statistical models for product optimization
Domain
Clean energy / Heat pumps / Data analytics
Deliverable
production ML models
Required skills
SQL, dbt, dimensional data modelling, statistics, machine learning, optimization, experimentation
Preferred skills
thermodynamics, time-series/telemetry data, causal analysis, cloud data platforms (GCP/AWS/Azure), AI-assisted tools
Technologies
SQL, dbt, Claude, GCP, AWS, Azure
Responsibilities
Build and maintain data models and metrics; define KPIs with Product teams; develop the semantic layer for self-service analytics; apply statistics, experimentation, and ML to improve products and processes; use AI-assisted tools in daily work
Seniority
Senior, hands-on IC
