Summary
Join Taboola's Taipei office as a Data Scientist to work with a talented team utilizing latest technology and tools. Research and propose data science solutions, build content understanding models, implement optimization algorithms, present findings, productize models, and deploy them to production.
Requirements
- Master’s degree is required, Ph.D degree is a plus; CS/CE, EE, Physics or Applied Mathematics majors are preferred
- 1 year of full time work experience or 3 months internship experience (only applicable to fresh graduates) in data science is required
- 3+ years of programming experience in Java/Scala and/or Python required
- SQL & database experience is preferred
- Experience in collecting data from and loading data to a database or web services is preferred
- Minimum experience in using popular machine learning frameworks, such as PyTorch and Tensorflow
Responsibilities
- Research and propose data science solutions based on given requirements
- Research and build content understanding and/or predictive customer behavior models for targeting and personalization
- Research and implement effective optimization algorithms to achieve certain business goals
- Present findings to the product team and technical team leads in a clear and actionable way
- Productize models and algorithms, and deploy them to the production environment
- Build and support data pipelines for machine learning data preparation
- Build and support machine learning automation pipelines
Benefits
Equal opportunity employer and value diversity in all forms
