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Uber Sr Scientist - Courier Pricing United States, West Virginia 86671492
24.06.2024
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What You Will Do
- Develop algorithms for optimizing prices at scale.
- Design pricing experiments and use data for model training and pricing decisions.
- Use data to understand product performance and to identify improvement opportunities.
- Present findings to senior management to advise on business decisions.
- Collaborate with multi-functional teams across fields such as product, engineering, operations, and marketing to drive system development end-to-end from ideation to productization.
- Ph.D., M.S. or Bachelor's degree in Statistics, Economics, Mathemathics, Computer Science, Machine Learning, Operations Research, or other quantitative fields.
- Coding and SQL proficiency and ability to develop statistical analysis and algorithm prototyping in Python or R.
- Design experiments and interpret the results to draw detailed and actionable conclusions across a variety of key performance indicators
- 4+ years of industry experience as an Applied or Data Scientist or equivalent.
- Excellent communication skills: able to lead initiatives across multiple product areas and communicate findings with leadership and product teams.
- Experience communicating qualitative research methods and findings to non-qualitative researchers
- Track record of engaging senior leadership effectively to build understanding of and consensus for the viewpoints of the team
- Solid Programming skills to prototype models in at least one of Python (preferably), R, Java, Go, Scala
- Expert in one of the following areas: Deep learning, ML System Design, A/B experimentation design, Causal Inference
- Experience of working with large dataset using Spark, Hive, HDFS is desired
- Analyze large data sets to identify behavior trends among good users and bad actors, using statistics, data mining, and machine learning techniques
- Thought leadership to drive multi-functional projects from concept to production.
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