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AI MODEL DEVELOPMENT LEAD FOR VIRTUAL CHANNELS (QUANTITATIVE ANALYTICS MGR 1)

Company: Wells Fargo
Location: Des Moines
Posted on: February 15, 2020

Job Description:

Job Details Company Overview Job Description Important Note: During the application process, ensure your contact information (email and phone number) is up to date and upload your current resume when submitting your application for consideration. To participate in some selection activities you will need to respond to an invitation. The invitation can be sent by both email and text message. In order to receive text message invitations, your profile must include a mobile phone number designated as 'Personal Cell' or 'Cellular' in the contact information of your application. At Wells Fargo, we have one goal: to satisfy our customers' financial needs and help them achieve their dreams. We're looking for talented people who will put our customers at the center of everything we do. Join our diverse and inclusive team where you'll feel valued and inspired to contribute your unique skills and experience. Help us build a better Wells Fargo. It all begins with outstanding talent. It all begins with you. Enterprise Finance drives financial management for the company and maintains and enhances risk and financial controls. Key functions within Enterprise Finance include finance and accounting; Treasury; corporate development, mergers, and acquisitions; Data Management and Insights, the Customer Remediation Center of Excellence, Enterprise d Services, Business Process Management, and Corporate Strategy. Enterprise Finance informs shareholders, regulators, taxing authorities, team members, and leaders of the company's financial performance through earnings releases, investor meetings and conferences, and meetings with regulators and credit rating agencies, following appropriate reporting guidelines. They also maintain and enhance risk and financial controls and lead many of the company's shared services functions including corporate properties, security, and global services. As part of the newly formed AI Model Development COE in Enterprise Analytics and Data Science (EADS), which focuses on building, implementing, and monitoring AI models for the enterprise, the AI model development team for Personalization, Marketing, and Virtual Channels is looking for an experienced AI leader to manage the development of AI models for Virtual Channels. This leader will be responsible for building and managing a team of data scientists to design, develop, and implement AI models focused on Virtual Channels' AI priorities including predictive banking and anomaly detection across phone bank, on-us digital, and mobile. Partnering with Wells Fargo AI technology team, Wells Fargo AI business solution team, and Virtual Channels executives, you and your team will deliver and deploy AI models on the Well Fargo AI open source platform to scale these solutions and embed them in our operational processes. KEY RESPONSIBILITIES INCLUDE: - Build and grow a team of data scientists responsible for AI model development in support of Virtual Channels - Design, develop, and deploy AI models using state of the art AI techniques available in the open stack and/or vendor solutions - Partner with Virtual Channels executives to frame the problem, manage the model development process, and business relationship - Manage a portfolio of the data science projects including the following responsibilities: - Help finalize project scope working with business partners - On-going touch-base with business partners and governance stakeholders - Define priorities in partnership with the business partners during on-going development - Work with AI technology and production teams to operationalize models - Will be called upon to review vendor models and solutions and/or models developed outside of EADS Divisional Information: Data Management and Insights (DMI) is transforming the way that Wells Fargo uses and manages data. Our work enables Wells Fargo to empower and inform our team members, deliver exceptional experiences for our customers, and meet the elevated expectations of our regulators. The team is responsible for designing the future data environment, defining data governance and oversight, and partnering with technology to operate the data infrastructure for the company. This team also provides next generation analytic insights to drive business strategies and help meet our commitment to satisfy our customers' financial needs. As a Team Member Manager, you are expected to achieve success by leading yourself, your team, and the business. Specifically you will: - Lead your team with integrity and create an environment where your team members feel included, valued, and supported to do work that energizes them. - Accomplish management responsibilities which include sourcing and hiring talented team members, providing ongoing coaching and feedback, recognizing and developing team members, identifying and managing risks, and completing daily management tasks. Required Qualifications - 4+ years of experience in an advanced scientific or mathematical field - 2+ years of leadership experience - A master's degree or higher in a quantitative field such as mathematics, statistics, engineering, physics, economics, or computer science - 5 + years of experience using quantitative machine learning techniques Desired Qualifications - Strong analytical skills with high attention to detail and accuracy - Ability to work and influence successfully within a matrix environment and build effective business partnerships with all levels of team members - Meeting facilitation experience in leading discussions that result in consensus and commitment Other Desired Qualifications - - 4+ years managing or directing data scientist/ statistician/ data engineer teams - Hands on experience with deep learning toolkits such as Tensorflow, Keras, PyTorch, Dynet - Detail oriented. Experience with model governance requirements. Able to de-mystify AI models to make them transparent and explainable - Experience with agile project management methodologies for data science - Experience with Big Data or Hadoop tools such as Spark, Hive, Kafka and Map Street Address NC-Charlotte: 401 S Tryon St - Charlotte, NC MN-Minneapolis: 600 S 4th St - Minneapolis, MN NC-Charlotte: 11625 N Community House Road - Charlotte, NC SC-Fort Mill: 3480 State View Blvd - Fort Mill, SC TX-Addison: 5080 Spectrum Dr - Addison, TX TX-DAL-Downtown Dallas: 1445 Ross Ave - Dallas, TX TX-Irving: 5000 Riverside Drive - Irving, TX AZ-Tempe: 1150 W Washington St - Tempe, AZ IA-Des Moines: 6200 Park Ave - Des Moines, IA IA-Des Moines: 800 Walnut St - Des Moines, IA GA-Atlanta: 3579 Atlanta Ave - Atlanta, GA Disclaimer All offers for employment with Wells Fargo are contingent upon the candidate having successfully completed a criminal background check. Wells Fargo will consider qualified candidates with criminal histories in a manner consistent with the requirements of applicable local, state and Federal law, including Section 19 of the Federal Deposit Insurance Act. Relevant military experience is considered for veterans and transitioning service men and women. Wells Fargo is an Affirmative Action and Equal Opportunity Employer, Minority/Female/Disabled/Veteran/Gender Identity/Sexual Orientation. Recommended skills Data Science Tensorflow Deep Learning Big Data Mathematics Apache Hadoop

Keywords: Wells Fargo, Des Moines , AI MODEL DEVELOPMENT LEAD FOR VIRTUAL CHANNELS (QUANTITATIVE ANALYTICS MGR 1), Accounting, Auditing , Des Moines, Iowa

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