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Senior ML Engineer

Technology
חברה בתחום אינטרנט ודיגיטל
תל אביב יפו, ישראללפני חודש
משרה מלאה

תיאור המשרה

Required Senior ML EngineerResponsibilities:Work on our core data and machine learning infrastructure, which is at the heart of our offering. You will create innovative solutions for data ingestion and normalization from multiple data sources, feature engineering and feature selection, as well as actual model training and evaluation. All in large scale and completely automated.Who You Are:A problem solver at heart, you have a passion for excellence, you love to learn but know when its time to deliver and make ends meet.

You arent threatened by a complex, dynamic and demanding environment. There is no I in team, is a motto you believe in deeply and you are always looking out for your peers. You know how to take ownership and drive projects to completion.Requirements: 5+ years experience as a Machine Learning Engineer.10+ years of experience with Python/Java/Scala.Strong understanding of distributed systems, object-oriented programming and design patteriDistributed Compute frameworks such as Spark, Dask, Ray etcHands-on experience designing, training, and deploying machine-learning modelsMLOpsHands-on experience with open source ML libraries like: catboost, lightgbm, xgboost, scikit-learn, NumPy, Pandas, Microservices architecture, cloud technologies, Docker/K8s.Ability to design and own a feature through all its phases.Bonus:BSc./MSc.

In CS or similar - an advantageBuilding data pipelines using Apache AirflowHands on experience with Spark, SparkSQL, Spark streaming and other Spark related projects.This position is open to all candidates.

Keywords
OCamlScalaScikit-learnApache SparkCore DataXGBoostDatabase normalizationC SharpDaskNumPyPythonApache LicenseApache Http ServerJavaCheckstyleDockerKubernetesC#

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