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Applied Machine Learning Scientist 2
Company | The Washington Post |
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Location | Washington, DC, USA |
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Salary | $108700 – $181100 |
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Type | Full-Time |
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Degrees | Bachelor’s, PhD |
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Experience Level | Mid Level |
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Requirements
- Bachelor’s degree in Computer Science, Mathematics, Statistics, or related field
- 2 year+ machine learning and data science experience
- 1 year+ professional experience with Python
Responsibilities
- Collaborate with cross-functional agile teams of machine learning scientists, data engineers, software engineers, and others in building machine learning infrastructure that best supports the ML needs.
- Have a strong problem-solving ability and a knack for statistical analysis.
- Apply machine learning technologies to build statistical models with large amounts of data.
- Analyze large and complex data sets to derive valuable insights, inform feature and product development.
- Deploy ML models under the constraints of scalability, correctness, and maintainability.
- Monitor and ensure the quality of machine learning solutions by implementing process and control disciplines as well as tooling to govern.
- Proven ability to communicate with business and know business needs, and align our data products with our business goals.
Preferred Qualifications
- 2 year+ experience with AWS
- 2 year+ experience with clustering, classification, sentiment analysis, time series, and deep learning
- Knowledge in LLMs
- Knowledge in Recommendation Systems
- Knowledge in Economics, Finance, or related field
- Ph.D. degree in Computer Science, Mathematics, Statistics, or related field