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Senior Data Scientist
Not specifiedFull-timeData ScienceEnterprise Software
Develop and deploy production-grade machine learning, probabilistic forecasting, time series, and optimization solutions for supply chain planning software in Tel Aviv.
Responsibilities
- Design and implement production-grade machine learning models
- Develop probabilistic time series analysis models
- Analyze complex datasets and extract actionable insights
- Develop algorithmic solutions to optimization problems
- Collaborate with cross-functional teams to integrate machine learning solutions into the product
- Apply current data science and machine learning advances to business challenges
Requirements
- Bachelor’s degree in computer science, electrical engineering, or a related quantitative field with at least 5 years of relevant industry experience, or a master’s degree or PhD with at least 4 years of experience
- Experience solving data science problems with tabular data
- Strong Python skills and experience with pandas, scikit-learn, NumPy, or similar data science libraries
- Experience working collaboratively in a team
- Ability to learn emerging technologies and research quickly
Nice to have
- Time series analysis experience
- Optimization experience
- Statistical modeling and probability theory
- MLOps practices and tools
- Cloud computing infrastructure
- Probabilistic forecasting