Machine Learning Engineer

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  • schoolנסיון3-4 שנות ניסיון
  • workסוג משרהמשרה מלאה

תיאור משרה

The Data Engineering department is responsible for full-stack design and development of the company's central data & ML services and business platforms.

The department is responsible for the overall projects, design, architecture and development of huge scale and very challenging cloud-based Big Data, machine learning and business applicative platforms for ensuring excellence in the performance of business aspects including games & product design, marketing, retention, monetization, etc.

Department solutions support the optimization of the company's overall business performance.

Job responsibilities:

  • Lead the ML Engineering solution, technical design and development for Plarium 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 at Plarium
  • Explore and deploy new machine learning technologies and frameworks
  • Integrate machine learning algorithms with Plarium games and services

דרישות תפקיד

  • 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)

workהגשת מועמדות

Plarium

על החברה

פלאריום נוסדה בשנת 2009. ב-2017 היא נרכשה על ידי חברת אריסטרוקרט ומאז פועלת כחברת בת בבעלות מלאה. בשנים האחרונות, פלאריום מדורגת בעקביות בין חברות פיתוח המשחקים המובילות בפייסבוק, עם כ-250 מיליון משתמשים רשומים. החברה, שהנהלתה נמצאת בישראל, מעסיקה יותר מ-1200 עובדים ב-8 משרדים ובתי סטודיו לפיתוח באירופה ובארצות הברית. משחקי החברה זמינים ברשתות החברתיות הגדולות.

account_balanceעוד על Plarium