We are looking for a Senior Machine Learning Engineer to join our Machine Learning Research team to help take more of our research into production working in collaboration with our Machine Learning Infrastructure team to support the deployment of ML based features at scale.
The ideal candidate will be comfortable working with and understanding Machine learning (ML) concepts as well as having solid software development experience.
Our heritage is unique: Cookpad was founded in Japan in 1997 and is a listed company in Tokyo. We set up our international HQ in the UK and here we’re a start-up, building the global platform and working with our colleagues around the world.
Cookpad is growing at speed and we’re looking for exceptional people who make things happen and create solutions on the scale we're looking for.
What you’ll be doing: Transform machine learning prototypes into production-ready services Design production-scale machine learning systems Build machine learning pipelines Automate machine learning tasks: training, model selection, deployment, etc
Requirements: Substantial experience of working in a software development team. You deliver tested, reliable, and maintainable software. Familiarity with some of machine learning frameworks such as scikit-learn, Pytorch, Tensorflow, LightGBM, MLib Experience working with SQL and NoSQL databases Experience with some of the open-source big data technologies: Airflow, Kafka, Spark, Dask or similar alternatives
Nice to have Experience building machine learning pipelines, using Kubeflow, AWS Sagemaker, Spark MLflow or others Experience of working on research questions (e.g. experiment design, drawing conclusions from data, or similar « Return to the search results