Data Scientist II - Fraud Prevention and Detection
Charlotte, North Carolina;Plano, Texas; Richmond, Virginia; Fort Worth, Texas; New York, New York; Boston, Massachusetts; Chandler, Arizona; Tampa, Florida; Kennesaw, Georgia; Jacksonville, Florida; Newark, Delaware; Phoenix, Arizona
Job Description:
At Bank of America, we are guided by a common purpose to help make financial lives better through the power of every connection. We do this by driving Responsible Growth and delivering for our clients, teammates, communities and shareholders every day.
Being a Great Place to Work is core to how we drive Responsible Growth. This includes our commitment to being an inclusive workplace, attracting and developing exceptional talent, supporting our teammates' physical, emotional, and financial wellness, recognizing and rewarding performance, and how we make an impact in the communities we serve.
Bank of America is committed to an in-office culture with specific requirements for office-based attendance and which allows for an appropriate level of flexibility for our teammates and businesses based on role-specific considerations.
At Bank of America, you can build a successful career with opportunities to learn, grow, and make an impact. Join us!
Job Summary:
This job is responsible for performing more complex analysis aimed at improving portfolio risk, profitability, performance forecasting, and operational performance for consumer products and related divisions, such as credit cards. Key responsibilities include applying knowledge of multiple business and technical-related topics and independently driving strategic improvements, large-scale projects, and initiatives. Job expectations include working with business counterparts within the Line of Business and partner organizations including Risk and Product teams.
Fraud Prevention and Detection is looking for an energetic and inquisitive experienced data scientist to join our team and help us combat financial crime using graph databases. In this role, you will be expected to work on large and complex data scienceprojects. Collaboratingwith internal strategy, technology, product, and policy partners to deploy advanced analytical solutions with the goal of reducing fraud losses, lowering false positive impacts, improving client experience, and ensuring the Bank minimizes its total cost of fraud.
Responsibilities:
Link Analysis/Graph analytics to find and mitigate densely connected fraud networks.
Developing and tuning graph algorithms to maximize detection of fraud.
Work with software developers to create/enhance link analysis process for new fraud detection use cases, and assist with the generation, prioritization, and investigation of fraud rings.
Coordinate with stakeholders and tech to deliver process end-to-end, be the gate keeper for issue tracking and remediation.
Gather business requirements and translate to technical logic for script development, and design, create and monitor daily report/QA metrics for fraud detection process.
Document and prepare attestation response for process and fraud strategy with governance team.
Identify, track, and recommend opportunities for process improvement.
Coach and mentor peers to improve proficiency in a variety of systems and serve as a subject matter expert on multiple business and technical-related topics.
Identify business trends based on economic and portfolio conditions and communicate findings to senior management.
Support execution of large-scale projects, such as platform conversions or new project integrations by conducting advanced reporting and drawing analytics-based insights.
Required Qualifications:
5+ years of experience in data and analytics is required.
Must be proficient with SQL and one of SAS, Python, or Java
Critical problem-solving skills including selection of data and deployment of solutions.
Proven ability to manage projects, exercise thought leadership and work with limited direction on complex problems to achieve project goals while also leading a broader team.
Excellent communication and influencing skills.
Thrives in fast-paced and highly dynamic environment.
Intellectual curiosity and strong urge to figure out the "whys" of a problem and come up with creative solutions.
Model development experience leveraging supervised and unsupervised machine learning (regression, tree-based algorithms, neural networks)
Expertise handling and manipulating data across its lifecycle in a variety of formats, sizes, and storage technologies to solve a problem (e.g., structured, semi-structured, unstructured; graph; hadoop; kafka)
Desired Qualifications:
Advanced Quantitative degree (Masters or PhD)
7+ years of experience; work in financial services is very helpful, with preference to fraud, credit, cybersecurity, or other heavily quantitative areas.
Understanding of advanced machine learning methodologies including neural networks, ensemble learning like XGB, and other techniques
Proficient with H2O or similar advanced analytical tools
Skills:
Analytical Thinking
Business Analytics
Data and Trend Analysis
Fraud Management
Problem Solving
Collaboration
Innovative Thinking
Monitoring, Surveillance, and Testing
Presentation Skills
Risk Management
Data Visualization
Interpret Relevant Laws, Rules, and Regulations
Issue Management
Oral Communications
Written Communications
Shift:
1st shift (United States of America)
Hours Per Week:
40
Bank of America and its affiliates consider for employment and hire qualified candidates without regard to race, religious creed, religion, color, sex, sexual orientation, genetic information, gender, gender identity, gender expression, age, national origin, ancestry, citizenship, protected veteran or disability status or any factor prohibited by law, and as such affirms in policy and practice to support and promote the concept of equal employment opportunity, in accordance with all applicable federal, state, provincial and municipal laws. The company also prohibits discrimination on other bases such as medical condition, marital status or any other factor that is irrelevant to the performance of our teammates.
To view the "Know your Rights" poster, CLICK HERE (https://www.eeoc.gov/sites/default/files/2023-06/22-088\EEOC\KnowYourRights6.12.pdf) .
View the LA County Fair Chance Ordinance (https://dcba.lacounty.gov/wp-content/uploads/2024/08/FCOE-Official-Notice-Eng-Final-8.30.2024.pdf) .
Bank of America aims to create a workplace free from the dangers and resulting consequences of illegal and illicit drug use and alcohol abuse. Our Drug-Free Workplace and Alcohol Policy ("Policy") establishes requirements to prevent the presence or use of illegal or illicit drugs or unauthorized alcohol on Bank of America premises and to provide a safe work environment.
To view Bank of America's Drug-free Workplace and Alcohol Policy, CLICK HERE .
Bank of America is committed to an in-office culture with specific requirements for office-based attendance and which allows for an appropriate level of flexibility for our teammates and businesses based on role-specific considerations. Should you be offered a role with Bank of America, your hiring manager will provide you with information on the in-office expectations associated with your role. These expectations are subject to change at any time and at the sole discretion of the Company. To the extent you have a disability or sincerely held religious belief for which you believe you need a reasonable accommodation from this requirement, you must seek an accommodation through the Bank's required accommodation request process before your first day of work.
This communication provides information about certain Bank of America benefits. Receipt of this document does not automatically entitle you to benefits offered by Bank of America. Every effort has been made to ensure the accuracy of this communication. However, if there are discrepancies between this communication and the official plan documents, the plan documents will always govern. Bank of America retains the discretion to interpret the terms or language used in any of its communications according to the provisions contained in the plan documents. Bank of America also reserves the right to amend or terminate any benefit plan in its sole discretion at any time for any reason.
