Your tasks:- Design and implement libraries, frameworks and services (e.G. in Python, Scala)- Contribute to improving the machine learning lifecycle, e.G.- continuous delivery for ML- functionality for monitoring quality of ML models over time- build tooling that allows for estimating effects of ML models- facilitating the transition from model development to deployment of models- Design and implement components in a sustainable fashion (e.G. automating training of ML models; balance between complexity of models, computational costs, ease of use)- Contribute to our Machine Learning Platform and Data Platform by developing reusable data processing components, utility functions, etc.- Support Data Scientists and Engineers from the company,enabling them to use the platform we are buildingYour skills:- BSc or higher degree in Computer Science or similar discipline- Experience on cloud environments (preferibly AWS)- Very good programming skills in Python- Experience with the full machine learning lifecycle- Sound theoretical and practical knowledge about machine learning and operating ML-based solutions- Solid experience and enthusiasm to design scalable architectures (in particular in distributed systems)- Good communication skills- Proficient English language skills (German is not required)NICE TO HAVE- Experience with Scala (or any other JVM based language)- Experience with Hadoop ecosystem- Experience with developing search and recommender services throughout their lifecycleAbout the job- Our Data Science, Engineering and Infrastructure team is responsible for helping to turn data into services and products for New Work SE.- Over 20 scientists and engineers work together to create highly scalable solutions which serve millions of users.- We work on problems related to information extraction,mining user interests, search, recommender systems, etc. and make use of data mining and machine learning techniques to tackle these problems.- We are an international team with people working from multiple locations in Germany, Spain and Portugal.- We are working intensively on a platform for automated machine learning. Therefore, we are seeking a Machine Learning Engineer who can help us with the design and development of libraries, tools, frameworks and platform services that facilitate development of ML-based components and services.- With our work we are trying to make machine learning development more efficient for the Data Scientists and Data Engineers in the company.- Your benefitsIndividual development measuresFlexible work at home optionFlexible confidential working hoursFree snacks and drinksMobile devices for private useChristmas PartyRestaurant Vouchers12 weeks WorkationHack WeeksTransparent, competitive salary #J-18808-Ljbffr
