Data Scientist
Rakuten Viber
full-time
Posted on:
Location Type: Office
Location: Bnei Brak • Israel
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Tech Stack
About the role
- Develop classical machine learning and deep learning models that will impact company goals directly.
- Work with partner teams to design and implement solutions in recommender systems, classification and prediction for given objectives.
- Find solutions to complex problems in social network recommendations, understand the data generation process and the challenges involved with working with big data.
- Analyze and leverage the extensive data received from our application to enhance model performance and accuracy.
Requirements
- Master’s degree in Statistics, Mathematics or Computer Science.
- Minimum of 3 years of experience in designing, developing and deploying production-level deep learning recommendation models with a proven business impact.
- Fluency in Python, Pandas/Dask, SQL, PyTorch or Tensorflow.
- Ability to write readable and maintainable code.
- Strong communication and storytelling skills with both technical and non-technical audiences.
- Ability to present complex technical subjects to non-technical stakeholders.
- Ability to read AI research publications and implement the algorithms & architectures from scratch.
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
machine learningdeep learningrecommender systemsclassificationpredictionbig dataPythonPandasSQLPyTorch
Soft skills
communicationstorytellingpresentationproblem-solvingcollaboration
Certifications
Master’s degree in StatisticsMaster’s degree in MathematicsMaster’s degree in Computer Science