Director, Fraud Analytics Solutions

Company: BMO Harris Bank
Location: Berkeley
Posted on: September 12, 2020

Job Description:

Berekely Heights, Illinois, United States

Description

Address:

200 Connell Drive

Job Family Group:

Data Analytics & Reporting

The Financial Crimes Unit (FCU) brings together our Cybersecurity, Fraud and Physical Security capabilities to address the ever-growing and increasingly complex global security environment. It is a highly collaborative effort that greatly enhances BMO's ability to rapidly prevent, detect, respond to, and recover from all security threats. This position offers a unique experience to learn from experienced leaders in the industry, join a team building the 21st century model for security and helping grow the good by protecting our customers and communities.

Applies knowledge of advanced analytic algorithms and technologies (e.g. machine learning, deep learning, artificial intelligence) to deliver better predictions and/or intelligent automation that enables smarter business decisions, improved customer experience, and drives productivity. Applies strong communication and story-telling skills to summarize statistical/algorithmic findings, draw business conclusions, and present actionable insight in a way that resonates with business/groups. Drives innovation through the development of Data & AI products that can be leveraged across the organization and establishes best practices in in alignment with Data & AI governance frameworks of BMO.

Manages people and leads a team capable of delivering the desired business results.

Leads discovery process with stakeholders to identify business requirements and expected outcome and to select relevant sources of data/information.

Acts as a trusted advisor to senior leaders for making business decisions and implementing strategic initiatives.

Provides thought leadership and strategic advice to businesses through "art of the possible" conversations and demonstrating value though "Proof of Values".

Develops an expert understanding of business/group challenges.

Networks with industry contacts to gather competitive insights and best practices.

Recommends measures to improve organizational effectiveness.

May consult to or serve on various committees and task forces.

Manages resources and leads the execution of strategic initiatives to deliver on business and financial goals.

Develops the business case by identifying needs, analysing potential options and assessing expected return on investment.

Recommends business priorities, advises on resource requirements and develops roadmap for strategic execution.

Makes strategic recommendations on data collection, integration and retention requirements incorporating business requirements and knowledge of best practices.

Structures loosely defined and complex business problems; determines new experimentation methods and statistical techniques to design solutions.

Acts as the prime contact for internal/external stakeholder relationships, which may include regulators.

Identifies/creates the appropriate algorithm to discover patterns.

Drives analytics innovation; poses open-ended questions, explores new ideas, and chooses appropriate techniques for solving business problems.

Oversees the development and delivery of tools and training for data and analytics.

Defines business requirements for analytics & reporting to ensure data insights inform business decision making.

Diagnoses and resolves predictive / analytical model performance issues while monitoring system performance and implementation of efficiency improvements.

Leads change management programs of varying scope and type, including readiness assessments, planning, stakeholder management, execution, evaluation and sustainment of initiatives.

Leads the development of the communication strategy focusing on positively influencing or changing behaviour.

Collaborates across BMO to develop communications strategies and ensure consistency of messaging, in order to positively influence or change behaviour.

Applies innovative and best practices to advanced analytics services to ensure high quality standards.

Sets up change control and testing processes to ensure the quality and consistency of ongoing maintenance work.

Designs and implements policies and procedures around new data sets to ensure data quality, consistency, repeatability, and accuracy of insights.

Leads the execution of operational programs; assesses and adapts as needed to ensure quality of execution.

Develops analytical solutions and makes recommendations based on an understanding of the business strategy and stakeholder needs.

Provides advice and guidance to assigned business/group on implementation of analytical solutions.

Works with stakeholders to identify the business requirements, understand distinct problems and expected outcomes, and models and frames business scenarios which impact critical business processes and/or decisions.

Works with various data owners to discover and select available data from internal sources and external vendors (e.g. lending system, payment system, external credit rating system, and alternative data) to fulfill analytical needs.

Applies scripting / programming skills to assemble various types of source data (unstructured, semi-structured, and structured) into well-prepared datasets with multiple levels of granularities (e.g., demographics, customers, products, transactions).

Develops agreed analytical solution by applying suitable statistical & machine learning techniques (e.g., A/B testing, prototype solutions, mathematical models, algorithms, machine learning, deep learning, artificial intelligence) to test, verify, refine hypotheses.

Summarizes statistical findings and draws conclusions, presents actionable business recommendations. Presents findings & recommendations in a simple, clear way to drive action.

Documents data flow, systems and processes in data collection to improve efficiency and apply use cases.

Performs experimental design approaches to validate finding or test hypotheses.

Uses the appropriate algorithms to discover patterns.

Builds effective relationships with internal/external stakeholders and ensures alignment.

Supports development of tools and delivers training for data analytics and AI.

Supports development and execution of strategic initiatives in collaboration with internal and external stakeholders.

Leads/participates in the design, implementation and management of core business/group processes.

Operates at a group/enterprise-wide level and serves as a senior specialist resource across BMO.

Influences how teams/groups work together.

Applies expertise and thinks creatively to address unique or ambiguous situations and to find solutions to multiple, interdependent, complex problems.

Communicates abstract concepts in simple terms.

Fosters strong internal and external networks and works with and across multiple teams to achieve business objectives.

Anticipates trends and responds by implementing appropriate changes.

Broader work or accountabilities may be assigned as needed. Qualifications:

Typically 9+ years of relevant experience and/or certification in related field of study or an equivalent combination of education and experience.

Advanced degree (Ph.D. preferred) in Computer Science, Mathematics, Physics, Engineering, Statistics, or other quantitative disciplines and/or equivalent experience.

Experience with distributed computing language (e.g. Hive / Hadoop/ Spark) & cloud technologies (e.g. AWS Sagemaker, AzureML).

Experience with programming languages (e.g. SQL, Python, R, SAS, SPSS, , Perl) and machine learning /deep learning algorithms/packages (e.g. XGBoost, H2O, SparkML).

Seasoned expert with extensive industry knowledge.

Technical leader viewed as a thought leader for innovation.

Verbal & written communication skills - Expert.

Analytical and problem solving skills - Expert.

Influence skills - Expert.

Collaboration & team skills; with a focus on cross-group collaboration - Expert.

Able to manage ambiguity.

Data driven decision making - Expert.

We're here to help

At BMO Harris Bank we are driven by a shared Purpose: Boldly Grow the Good in business and life. It calls on us to create lasting, positive change for our customers, our communities and our people. By working together, innovating and pushing boundaries, we transform lives and businesses, and power economic growth around the world.

As a member of the BMO Harris Bank team you are valued, respected and heard, and you have more ways to grow and make an impact. We strive to help you make an impact from day one - for yourself and our customers. We'll support you with the tools and resources you need to reach new milestones, as you help our customers reach theirs. From in-depth training and coaching, to manager support and network-building opportunities, we'll help you gain valuable experience, and broaden your skillset.

To find out more visit us at https://bmoharriscareers.com .

BMO Harris Bank is committed to an inclusive, equitable and accessible workplace. By learning from each other's differences, we gain strength through our people and our perspectives. BMO Harris Bank N.A. is an equal opportunity/affirmative action employer. All qualified applicants will receive consideration for employment without regard to sex, gender identity, sexual orientation, race, color, religion, national origin, disability, protected Veteran status, age, or any other characteristic protected by law. Accommodations are available on request for candidates taking part in all aspects of the selection process. To request accommodation, please contact your recruiter.

Job Information

Job ID: 54643240

Location:

Berekely Heights, Illinois, United States

Position Title: Director, Fraud Analytics Solutions

We are a company inspired by a common Purpose: to Boldly Grow the Good in business and life.Everyone who works here has a role to play in delivering on that Purpose. Every day.It’s an amazing feeling when you know you’re making a customer’s life better, and you can do it at BMO – whether you’re imagining a new product, designing a customer experience, streamlining an application, launching a marketing campaign or just being there in a very human way with the right answer.

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