Data Scientist — End-to-End ML for Marketing

Takeaway.com; Amsterdam; On-site; EUR 70,000 - 110,000; Full time

Job summary

Just Eat Takeaway.com in Amsterdam is seeking a Data Scientist to join the User Behaviour Analytics team. You will own machine learning products that predict customer behaviour and directly inform marketing decisions across the marketplace.

You will manage the full ML lifecycle, from data analysis and model development through deployment to cloud-based ML infrastructure, with ongoing monitoring to ensure reliable, scalable outputs. Collaboration with Data, ML Engineers, and Marketing is key.

Qualifications

• Hands-on ML experience building and validating models.
• Production-grade Python coding and data pipelines.
• Experience deploying models to cloud infrastructure.
• Ability to translate complex results to non-technical stakeholders.
• Strong collaboration with Data, ML Engineers, and Marketing.

Responsibilities

• Lead ML lifecycle from data analysis to production monitoring.
• Develop models predicting customer behaviour for marketing decisions.
• Write production-grade Python and SQL pipelines for scalable ML.
• Monitor and improve model performance to reduce degradation.
• Collaborate with Data, ML Engineers, and Marketing teams.

Skills

Practical ML

ML techniques fluency

Production-grade Python

Proficient SQL

AI-assisted workflows

Git version control

Communication

Autonomy

Collaboration

Tools

DBT

Airflow

Dagster

Vertex AI

BigQuery

AWS

Job description

Just Eat Takeaway.com in Amsterdam is seeking a Data Scientist to join the User Behaviour Analytics team. You will own machine learning products that predict customer behaviour and directly inform marketing decisions across the marketplace.

You will manage the full ML lifecycle, from data analysis and model development through deployment to cloud-based ML infrastructure, with ongoing monitoring to ensure reliable, scalable outputs. Collaboration with Data, ML Engineers, and Marketing is key.