מחקר

Machine Learning Engineer

117831

תאריך עדכון

13/01/2020

תיאור המשרה

Job responsibilities:
             Lead the ML Engineering solution, technical design and development for ML platform
            Work closely with the Data Science and infrastructure R&D teams to lead and create effective ML roadmap
            Design, Develop and Operate the Machine Learning flow from the feature engineering to serving the models
            Develop and implement machine learning algorithms and models
            Adapt standard machine learning methods and be a mentor for ML algorithms
            Explore and deploy new machine learning technologies and frameworks
            Integrate machine learning algorithms with games and services
 
       Requirements:
             2+ years of experience as machine-learning engineer - Must
            4+ years of hands-on experience in engineering Scala/Java/Python - Must
            Deep understanding of Machine Learning algorithms and models - Must
            Proven experience with implementing production models (Infrastructure, data pipelines etc) - Must
            Understanding of different machine learning algorithm families and their tradeoffs (linear, tree-based, kernel-based, neural networks, unsupervised algorithms, etc.)
            Expert in machine learning libraries and tools such: Pandas, Scikit-learn, NumPy, Notebooks - Must
            Bachelor’s degree in Computer Science or related - Must
 
       Advantages:
             Experience working on cloud solutions (GCP a big advantage) - a plus
            Familiar with Apache Spark technologies - an advantage
            Experience working in Agile Scrum methodologies - a plus
            Excellent understanding of development methodologies, paradigms (OOP, FP)
        
 
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