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

Alstom announces an opening for a Machine Learning Engineer to develop, test, and industrialize data-driven solutions in the mobility domain.

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