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Über
* As a Senior Data Scientist, you are an influencer who can up-level the pursuit and impact of applied data science, helping formulate and implement company-wide best practices * You thoughtfully bring data science-based insights into the conversation about our customers and pursue improvements proactively, while building on shared cross-functional knowledge and expertise * Partner with our machine learning engineers to refine and extend our Reinforcement Learning-based marketing optimization capabilities * Create well-organized datasets and data processing, algorithm implementations and recommended visualizations that can support implementation in our platform software and documentation, feature and functionality descriptions and customer engagement as needed * Combine data sources and apply multiple data and algorithmic approaches to create a clear, cohesive, static and temporal picture of banking customers, actionable for both humans and algorithms * Collaborate with business partners to develop meaningful segments to target and optimize consumer interactions based on shared preferences and behaviors. * Proactively explore available data to size and project opportunities to improve our products, services or client and consumer experience * Work with industry leading Subject Matter Experts and specialist products.
Qualifications Desired Skills & Expertise:
* 5+ years' experience and a demonstrable track record of delivering applied machine learning or data science capabilities in consumer-facing and/or enterprise applications. * B.Sc. (Statistics) OR M.Sc.(Statistics) OR Relevant Degree in Data Science/ ML. * Independently prototyped, optimized, validated, managed, operated and updated machine learning and statistical models. * Hands-on exposure of statistical inference, experiment design, probability, sampling methodologies, regression, classification, clustering, data mining, time series analysis, casual inference analysis, neural networks and deep learning techniques. * Strong working knowledge of Python-based machine learning frameworks and the data and computation management mechanisms that surround them in a cloud setting. * Exceptional communication skills that can be delivered in the context of your audience from deep science to business decision-makers. * Strong interpersonal skills and an ability to influence others around you towards data-driven business goals. * You can quickly pivot and act with agility as dictated by the needs of the business.
Sprachkenntnisse
- English
Hinweis für Nutzer
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