Machine Learning Engineer
Trainline · London
3 months ago
HybridFull_timemachine learningrecommendation systemspricing and routing optimization
3 months ago
Workplace
Hybrid
Employment
Full_time
Location
London
Posted
3 months ago
Summary
Machine learning engineer role at trainline working on production machine learning and ai solutions for search, recommendations, pricing and routing, personalization, and customer support. You will own the end-to-end ml delivery lifecycle from data exploration and feature engineering through model development, evaluation, deployment, and maintenance in a hybrid working model.
Responsibilities
- Design and deliver machine learning models at scale
- Own end-to-end machine learning delivery lifecycle
- Perform data exploration and feature engineering
- Conduct offline and online model evaluation
- Deploy and maintain machine learning solutions
- Create tools, frameworks, and libraries for ml
- Partner with stakeholders on data products
pythonpandasnumpyscikit learnsparkdockerterraformmlflowci/cdfeature engineeringnlpclassificationregressionoptimisationrecommendation systemsstatistical methodologiesagileml opsdata explorationdata manipulationdata extractionoffline evaluationonline evaluationlarge language modelsfine tuningragagentsgraph technologygraph algorithms
machine learningrecommendation systemspricing and routing optimizationnatural language processingai agentsdata-driven digital marketing
