What will you do

Work closely with product, data science and software engineering team on the delivery of scalable and real-time machine learning system

Design, implement, evaluate, deploy and monitor the machine learning infrastructure

Enable systems to score hundreds of machine learning models in parallel and real-time

What will you do

Work closely with product, data science and software engineering team on the delivery of scalable and real-time machine learning system

Design, implement, evaluate, deploy and monitor the machine learning infrastructure

Enable systems to score hundreds of machine learning models in parallel and real-time

Setup and build components to automate the machine learning life cycle, including model management, automated model retraining based on continuous model evaluation and deployment

Design and build components for automatic set up and evaluation of A/B testing experiments

Build and maintain innovative machine learning model training, scoring evaluation libraries – for use in production environment

What do you need to have

Strong hands-on experience in developing, setting up and maintaining a machine learning infrastructure in cloud and on premise

Knowledge of components/tools/blueprints to support scalable, resilient and flexible infrastructures supporting data driven functionalities (e.g. based on deep learning)

Experience working in an environment that supports machine learning modeling and real-time scoring and/or its integration into a product

Hands on experience in working with distributed systems in a real production setting

Familiar with standard software engineering methodology, e.g. unit testing, code reviews, design documentation as well as agile working modes and team setups

Familiar with the best practices of system and online service design – e.g. monitoring and observability, making informed performance trade-offs, maintainability and extensibility, etc.

Bachelors (or higher) in Machine Learning, Data Science, Computer Science, Statistics, Applied Mathematics or another related field