YOC AG
6 months ago
Senior Machine Learning Engineer (m/f/d)
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Company information
- Company
- YOC AG
- Location
- Berlin Germany
- Posted
- 6 months ago
Job description
THE ROLE
We are looking for a Senior Machine Learning Engineer to develop, manage and scale predictive systems that support VIS.X – our programmatic advertising platform.
You will take end-to-end responsibility for effective ML initiatives (e.g. price optimization, bid prediction, performance forecasting, delivery optimization) and turn complex business problems into robust, production-ready machine learning systems.
This is a leadership position with potential for leadership development. You will shape our ML architecture, standards and long-term AI strategy and have the opportunity to develop as a leader in the context of expanding our data science capabilities.
YOUR TASKS
- Taking responsibility for machine learning problems from concept to production
- Designing, creating and providing predictive models (e.g. price setting, bids, optimization, forecasting)
- Developing scalable feature engineering and data pipelines for large datasets
- Defining experimentation frameworks (A/B tests, offline validation, model comparison)
- Ensuring MLOps in production quality: monitoring, retraining, drift detection, reliability
- Closely collaborating with DevOps-, product- and engineering teams to align ML with business impacts
- Quantifying the effects of models on revenue, margin and performance KPIs
- Participating in building our long-term ML architecture and best practices
YOUR PROFILE
- At least 5+ years of experience in machine learning/applied ML with production responsibility
- Demonstrated success in providing and maintaining ML systems in real environments
- Fundamental Python knowledge (e.g. pandas, scikit-learn, PyTorch/TensorFlow)
- Fundamental knowledge in statistics, experimental design and model evaluation
- Experience working with large datasets and high-performance systems
- Understanding of MLOps principles (model lifecycle, monitoring, CI/CD integration, retraining pipelines)
- Exceptional problem-solving skills – ability to structure unclear challenges independently
- Ability to implement business compromises in modeling decisions
- Experience in AdTech, marketplaces or auction-based systems is an advantage
- Experience working with large-scale real-time systems is an advantage
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