Singapore, SGP
17 hours ago
Data Scientist - C13 - SINGAPORE
Whether you’re at the start of your career or looking to discover your next adventure, your story begins here. At **Citi** , you’ll have the opportunity to expand your skills and make a difference at one of the world’s most global banks. We’re fully committed to supporting your growth and development from the start with extensive on-the-job training and exposure to senior leaders, as well as more traditional learning. You’ll also have the chance to give back and make a positive impact where we live and work through volunteerism. **Shape your Career with Citi** **Citibank** serves as a trusted advisor to our retail, mortgage, small business and wealth management clients at every stage of their financial journey. Through Citi's Access Account, Basic Banking, Citi Priority, Citigold and Citigold Private Client, we offer an array of products, services, and digital capabilities to clients across the full spectrum of consumer banking needs worldwide. We’re currently looking for a high caliber professional to join our team as **VP, Data Scientist** based in **Singapore.** Being part of our team means that we’ll provide you with the resources to meet your unique needs, empower you to make healthy decision and manage your financial well-being to help plan for your future. Data Scientist will play a pivotal role in designing and executing advanced analytics and AI/ML initiatives at Citi Wealth. The role requires a leader who will implement and execute the data science practice at Citi Wealth and run initiatives to deliver significant customer and business wins. Ideal candidate will have a strong track record in delivering commercial wins using advanced analytics and data science and deep understanding of the wealth management industry. Responsibilities: + Design, develop and deliver personalized customer experiences with the use of advanced AI and ML methods. + Uncover hidden customer features through advanced statistical, quantitative or ML-driven methods to feed into insights and segmentation. + Leverage and utilize unstructured data, with the use of NLP techniques or LLMs to design, create and develop customer features, product features and transaction enrichment to enhance campaign and model performance. + Development of understanding customers’ attitudes and behavior in pricing and demand through design and development of models and tests. + Estimate affluence through variety of signals to identify potential clients who can benefit from Citi's Wealth solutions + Improve campaign performance through the development, and application of machine learning and recommendation models + Optimize model performance balancing precision and recall through but not limited to fine tuning, parameter optimization and ensemble building. + Enhance customer lifecycle management through event and anomaly detection, inferencing and estimation and time series analyses. + Use of advance analytics, AI/ML methods to prescribe to rank possible next best actions for customers and financial advisors + Develop scalable frameworks relating to the data science practice on different domains to be able to build-once deploy many. + Apply objective measurements to evaluate and uphold fairness in models + Design solutions to automate model monitoring and performance Qualifications: + 10-15 years of experience in building data science/quantitative solutions and some managerial experience + Advance knowledge in machine learning: supervised and unsupervised learning, clustering, reinforcement learning and NLP + Understanding the spirit and letter of model governance + Excellent interpersonal communication skills with ability to convey complex information to diverse audiences effectively + Fluent presentation and communication skills and ability to convey technical analyses and information to a wide variety of stakeholders. + Experience working within financial services and proved proven track record of building and deploying AI/ML cloud powered data services/solutions Education: + Bachelor/Masters or Ph.D. in data science, statistics, mathematics, computer science or a related field + Relevant certifications on big data technologies and platforms is advantageous ------------------------------------------------------ **Job Family Group:** Business Strategy, Management & Administration ------------------------------------------------------ **Job Family:** Business Management ------------------------------------------------------ **Time Type:** Full time ------------------------------------------------------ Citi is an equal opportunity and affirmative action employer. Qualified applicants will receive consideration without regard to their race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran. Citigroup Inc. and its subsidiaries ("Citi”) invite all qualified interested applicants to apply for career opportunities. If you are a person with a disability and need a reasonable accommodation to use our search tools and/or apply for a career opportunity review **Accessibility at Citi (https://www.citigroup.com/citi/accessibility/application-accessibility.htm)** . View the "EEO is the Law (https://www.dol.gov/sites/dolgov/files/ofccp/regs/compliance/posters/pdf/eeopost.pdf) " poster. View the EEO is the Law Supplement (https://www.dol.gov/sites/dolgov/files/ofccp/regs/compliance/posters/pdf/OFCCP\_EEO\_Supplement\_Final\_JRF\_QA\_508c.pdf) . View the EEO Policy Statement (http://citi.com/citi/diversity/assets/pdf/eeo\_aa\_policy.pdf) . View the Pay Transparency Posting (https://www.dol.gov/sites/dolgov/files/ofccp/pdf/pay-transp\_%20English\_formattedESQA508c.pdf) Citi is an equal opportunity and affirmative action employer. Minority/Female/Veteran/Individuals with Disabilities/Sexual Orientation/Gender Identity.
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