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Data Scientist, Algorithmic Recommendations
Company | The New York Times |
Address | New York, NY, United States |
Employment type | FULL_TIME |
Salary | |
Category | Newspaper Publishing |
Expires | 2023-08-17 |
Posted at | 9 months ago |
The mission of The New York Times is to seek the truth and help people understand the world. That means independent journalism is at the heart of all we do as a company. It’s why we have a world-renowned newsroom that sends journalists to report on the ground from nearly 160 countries. It’s why we focus deeply on how our readers will experience our journalism, from print to audio to a world-class digital and app destination. And it’s why our business strategy centers on making journalism so good that it’s worth paying for.
- Develop algorithms and run experiments to improve targeted email campaigns (including audience creation, timing, and content selection)
- Collaborate with end-users of data products and respond to partner needs
- Reframe business and newsroom goals as machine learning tasks that deliver accurate predictions, relevant insights, and optimization
- Present and discuss data science work with colleagues and business and newsroom partners
- Turn models into data products, collaborate with engineering teams, and integrate into processes throughout The Times
- You have experience coding in production environments using Python and SQL
- You have experience with data cleaning, preparation, feature engineering, and model selection techniques using open source machine learning and statistical analysis tools
- You have experience in A/B testing and experimental design
- 3+ years data science experience or a PhD or MS in statistics, computational social science, applied mathematics, or another quantitative/computational discipline
- You have experience communicating complex ideas in data science to audiences with varying degrees of technical background
- You are comfortable translating complex and sometimes ambiguous business questions into machine learning problems
- You have experience with end-to-end deployment of data products that are integrated into company process
- You are proficient at exploring data and deploying models in Google Cloud Platform
- You have experience applying machine learning to email campaigns (optimizing timing, content selection, or audience creation) and are familiar with recommendation systems, including content-based methods using natural language processing
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