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Job Title: Data Scientist - Experimentation
Company: eBay
Location: Dublin
Job Type: Full-time
Job Description:
Cloud Data Technologies (CDT) team at eBay is responsible for all the data infrastructure, including experimentation platform and management of end-to-end data lifecycle for all eBay data from onsite to analytics use cases.
We are seeking a Data Scientist who is passionate about driving business impact by utilizing advanced data science methodologies to improve the decision making speed & quality, and produce actionable insights from data. Some of the projects that you have a chance to work on include: ML driven bot traffic detection, building customer profile, various A/B testing methodology improvements like interleaving tests, sequential testing, bayesian methods.
Job responsibilities:
Key Responsibilities:
Assist in complex data science projects and model development.
Contribute in implementing advanced statistical models and machine learning algorithms.
Support experimentation and causal inference tasks, including A/B and multivariate testing.
Conduct advanced SQL for big data query optimization.
Collaborate with cross-functional teams to define and refine data solution requirements.
Stay updated on industry developments and suggest new technologies or methodologies.
Qualifications:
Requirements:
Master’s degree or Ph.D. in Computer Science, or a quantitative field
Experience in building models and model performance evaluation
Proficiency in Python or R, and relevant libraries (e.g., scikit-learn, GBM).
Advanced SQL for big data query optimization
Experience with Hadoop, Spark in cloud platforms.
Excellent problem-solving skills and experience in deploying machine learning models in production environments.
Excellent communication skills to convey complex findings to non-technical audiences.
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