Senior ML Engineer – Production ML & Forecasting

Eneco; Rotterdam; On-site; EUR 90,000 - 140,000; Full time

Job summary

Eneco is seeking a Senior ML Engineer in Rotterdam to own production-ready ML pipelines and model deployment. You will collaborate with data scientists and data engineers to operationalize models for demand forecasting, pricing insights, and market simulations.

You will drive reproducibility, validation, and reliability in time-series systems, while shaping ML engineering standards and mentoring peers in a production-first environment.

Qualifications

• Strong Python software engineering skills.
• Experience productionizing ML models and monitoring pipelines.
• Hands-on with distributed data/compute platforms (Databricks or similar).
• Experience deploying workloads in containerized/service-based environments.
• Experience designing/backtesting and simulation frameworks.
• Understanding of reproducibility, validation, and reliability in time-series/event-driven systems.
• Ownership mentality with production-first engineering.
• Experience setting engineering standards and architectural decisions.
• Experience mentoring engineers and conducting code reviews.

Responsibilities

• Turn research into production-ready ML models and pipelines.
• Collaborate with data scientists to run experiments and backtest models.
• Build data/feature pipelines and ensure data lineage.
• Deploy, version, rollback, and monitor ML models in production.
• Improve runtime performance and resource utilization.
• Implement validation and safeguards before production deployment.
• Establish monitoring, drift detection, and post-mortems.
• Ensure reproducibility and explainability of historical models.

Skills

Python

Productionizing ML models

Distributed data platforms

Containerized environments

Backtesting frameworks

Reproducibility & validation

Ownership mindset

Engineering standards

Mentoring engineers

Tools

Databricks

Docker/Kubernetes

Snowflake

dbt

Java

Job description

Eneco is seeking a Senior ML Engineer in Rotterdam to own production-ready ML pipelines and model deployment. You will collaborate with data scientists and data engineers to operationalize models for demand forecasting, pricing insights, and market simulations.

You will drive reproducibility, validation, and reliability in time-series systems, while shaping ML engineering standards and mentoring peers in a production-first environment.