Alstom announces an opening for a Machine Learning Engineer to develop, test, and industrialize data-driven solutions in the mobility domain.
Requirements
- Develop, deploy, and maintain Machine Learning models and retraining systems
- Integrate data science models into Data and ML pipelines in collaboration with data scientists and data engineers
- Design and execute machine learning tests and experiments, by applying best practices for experiment tracking and model registry
- Build and orchestrate MLOps pipelines including CI/CD to automate data ingestion and transformation, model (re-)training,(re-)deployment, inference and monitor
- Support the industrialization of scalable data science solutions through automation and continuous delivery
- Identifying changes in models and shifts in data distribution that could affect model performance, and apply appropriate measures for protecting against drifts
- Apply strong testing and quality assurance practices
- Support field trials with our customers using the mobility analytics software modules and tools
- Analyses and checks the suitability of an algorithm if it caters the needs of the current task/business problem
- Attend meetings, submit work progress reports and perform related duties as required
Benefits
- Flexible working environment
- Stability, challenges and a long-term career free from boring daily routines
- Investment in employee development
- Progress towards leadership and advanced technical roles
- Fair and dynamic reward package
- Comprehensive and competitive social coverage