Senior Data Scientist, Decision Intelligence and Advanced Behavioral Analytics

<h3>📋 Description</h3> • 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. • 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 • Proactively explore available data to size and project opportunities to improve our products, services or client and consumer experience. <h3>🎯 Requirements</h3> • 5+ years experience and a demonstrable track record of delivering applied machine learning or data science capabilities in consumer-facing and/or enterprise applications. • Independently prototyped, optimized, validated, managed, operated and updated machine learning and statistical models. • Knowledge of statistical inference, experiment design, probability, sampling methodologies, regression, classification, clustering, data mining, time series analysis, causal inference analysis, neural networks and deep learning techniques. • Experience in reinforcement learning and multi-armed bandit applications is highly preferred. • Strong working knowledge of Python-based ML frameworks and cloud computing environments. • Exceptional communication skills for diverse audiences; strong interpersonal skills and ability to influence. • Advanced degree (PhD preferred) or equivalent career experience in Computer Science, Applied Mathematics, Statistics or related technical discipline <h3>🏖️ Benefits</h3> • Competitive benefits, including a range of Financial, Health and Lifestyle benefits to choose from • Flexible working options, including home working, flexible hours and part time options, depending on the role requirements – please ask! • Competitive annual leave, floating holidays, volunteering days and a day off for your birthday! • Learning and development tools to assist with your career development • Work with industry leading Subject Matter Experts and specialist products • Regular social events and networking opportunities • Collaborative, supportive culture, including an active DE&I program • Employee Assistance Program which provides expert third-party advice on wellbeing, relationships, legal and financial matters, as well as access to counselling services