Junior Applied Scientist, Experimentation and Causal Inference
Jobright.ai - Seattle, Washington, us, 98127
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Junior Applied Scientist, Experimentation and Causal Inference
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Jobright.ai Junior Applied Scientist, Experimentation and Causal Inference
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Junior Applied Scientist, Experimentation and Causal Inference
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Jobright.ai DoorDash is a technology and logistics company focused on empowering local economies. They are seeking an Applied Scientist for their Experimentation Platform Team to develop state-of-the-art platforms for data-driven decision making through experimentation and causal analysis. Responsibilities: • Build Experimentation platform that can evolve to handle new statistical methodologies, machine learning and artificial intelligence technologies and advanced causal inference and data mining techniques • Drive the statistical and ML development of internal platforms, including both the theoretical and engineering aspects, products including A/B testing platform, Causal Inference platform and Adaptive Learning platform (RL/MAB) • Expand the statistical and causal inference algorithms to support large-scale experimentation volume and computation load and high noise-to-signal business environment • Apply semi-supervised learning, LLM, active learning, documentation embedding/retrieval and data augmentation strategies to advance the hypothesis generation of the experimentation platform • Advise data scientists, operators, and engineers across the company on experimental design and adoption of experimentation tools Qualifications: Required: • 1+ years of industry experience post PhD or 3+ years of industry experience post graduate degree of developing statistical or ML models with business impacts • M.S., or PhD. in Statistics, Causal Inference, Experimentation, Computer Science, Applied Mathematics or other related quantitative fields • Demonstrated expertise with programming languages, e.g. Python, Java, Kotlin, Go, SciKit Learn, Spark MLLib, etc. • You are located or are planning to relocate to San Francisco or CA, Sunnyvale, CA, Seattle, WA Preferred: • Deep expertise in mathematics, statistics, causal inference or econometrics • Fullstack industry experience (web + backend) • Experience with any of the 'Big Data' technologies (e.g. Postgres, Redis, Elasticsearch, Snowflake, Mode, Segment, Spark etc.) • Experience building reliable, scalable, highly available distributed systems Company: DoorDash is a food delivery platform that connects customers with local and national businesses. It is a sub-organization of DoorDash. Founded in 2013, the company is headquartered in San Francisco, California, USA, with a team of 10001+ employees. The company is currently Public Company. DoorDash has a track record of offering H1B sponsorships. Seniority level
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