Talent.com
Senior Data Scientist - Fraud Identity Analytics

Senior Data Scientist - Fraud Identity Analytics

USAATampa, FL, US
2 days ago
Job type
  • Full-time
Job description

Why USAA?

At USAA, our mission is to empower our members to achieve financial security through highly competitive products, exceptional service and trusted advice. We seek to be the #1 choice for the military community and their families.

Embrace a fulfilling career at USAA, where our core values – honesty, integrity, loyalty and service – define how we treat each other and our members. Be part of what truly makes us special and impactful.

The Opportunity

We offer a flexible work environment that requires an individual to be in the office 4 days per week. This position can be based in one of the following locations : San Antonio, TX, Plano, TX, Phoenix, AZ, Colorado Springs, CO, Charlotte, NC, or Tampa, FL.

Relocation assistance is not available for this position.

The Senior Data Scientist - Fraud Identity Analytics is responsible for development and implementation of quantitative solutions that improve USAA's ability to detect and prevent identity theft, account takeover, and first party / synthetic fraud. These solutions will range from the development of machine learning models to broad implementation of solutions such as graph analytics to protect USAA and our Members from risks emanating from these threats. Strong candidates will be able to deploy the following work products and processes :

  • Develop and continuously update internal identity theft and authentication models to mitigate fraud losses and negative member experience from fraud application, synthetic fraud and account takeover attempts
  • Closely partner with Strategies team, Director of Fraud Identity Analytics and Director of Fraud Model Management and Model Users on model builds and priorities
  • Partner with Technology and other key collaborators to deploy a Financial Crimes graph database strategy, including vendor selection, business requirements, data needs, and clear use cases spanning financial crimes
  • Deploy graph databases and graph techniques to identify criminal networks engaging in fraud, scams, disputes / claims and AML and deliver highly significant benefits
  • Generate and prioritize fraud-dense rings to mitigate losses and improve Member experience
  • Identify and work with technology to integrate new data sources for models and graphs to augment predictive power and improve business performance
  • Exports insights to decision systems to enable better fraud targeting and model development efforts
  • Drives continuous innovation in modeling efforts including advanced techniques like graph neural networks
  • Collaborate with the broader analytics community to share standard methodologies and techniques

What you'll do :

  • Gathers, interprets, and manipulates structured and unstructured data to enable advanced analytical solutions for the business.
  • Develops scalable, automated solutions using machine learning, simulation, and optimization to deliver business insights and business value.
  • Selects the appropriate modeling technique and / or technology with consideration to data limitations, application, and business needs.
  • Develops and deploys models within the Model Development Control (MDC) and Model Risk Management (MRM) framework.
  • Composes, and assists peers with composing, technical documents for knowledge persistence, risk management, and technical review audiences.
  • Assesses business needs to propose / recommend analytical and modeling projects to add business value. Works with business and analytics leaders to prioritize analytics and modeling problems / research efforts.
  • Builds and maintains a robust library of reusable, production-quality algorithms and supporting code, to ensure model development and research efforts are transparent and based on the highest quality data.
  • Translates sophisticated business request(s) into specific analytical questions, completes the analysis and / or modeling, and then communicates outcomes to non-technical business colleagues with focus on business action and recommendations.
  • Manages project breakthroughs, risks, and impediments. Intensifies potential issues that could limit project success or implementation.
  • Develops standard methodologies for engaging with Data Engineering and IT to deploy production-ready analytical assets consistent with modeling best practices and model risk management standards.
  • Maintains expertise and awareness of innovative techniques. Actively seeks opportunities and materials to learn new techniques, technologies, and methodologies.
  • Serves as a mentor to junior data scientists in modeling, analytics, and computer science tasks.
  • Participates in internal communities that drive the maintenance and transformation of data science technologies and culture.
  • Ensures risks associated with business activities are optimally identified, measured, supervised, and controlled in accordance with risk and compliance policies and procedures.
  • What you have :

  • Bachelor's degree in mathematics, computer science, statistics, economics, finance, actuarial sciences, science and engineering, or other similar quantitative field; OR 4 years of experience in statistics, mathematics, quantitative analytics, or related experience (in addition to the minimum years of experience required) may be substituted in lieu of degree.
  • 6 years of experience in a predictive analytics or data analysis
  • 4 years of experience in training and validating statistical, physical, machine learning, and other advanced analytics models.
  • 4 years of experience in one or more dynamic scripted language (such as Python, R, etc.) for performing statistical analyses and / or building and scoring AI / ML models.
  • Proven experience writing code that is easy to follow, well documented, and commented where vital to explain logic (high code transparency).
  • Strong experience in querying and preprocessing data from structured and / or unstructured databases using query languages such as SQL, HQL, NoSQL, etc.
  • Strong experience in working with structured, semi-structured, and unstructured data files such as delimited numeric data files, JSON / XML files, and / or text documents, images, etc.
  • Demonstrated skill in performing ad-hoc analytics using descriptive, diagnostic, and inferential statistics.
  • Ability to assess and articulate regulatory implications and expectations of distinct modeling efforts.
  • Advanced experience with the concepts and technologies associated with classical supervised modeling for prediction such as linear / logistic regression, discriminant analysis, support vector machines, decision trees, forest models, etc.
  • Advanced experience with the concepts and technologies associated with unsupervised modeling such as k-means clustering, hierarchical / agglomerative clustering, neighbors algorithms, DBSCAN, etc.
  • Experience guiding and mentoring junior technical staff in business interactions and model building.
  • Experience communicating analytical and modeling results to non-technical business partners with emphasis on business recommendations and actionable applications of results.
  • What sets you apart :

  • US military experience through military service or a military spouse / domestic partner
  • Graduate degree in a quantitative subject area
  • Over 4 years of experience with model development or other advanced fraud detection algorithms
  • Over 3 years of experience with graph databases and graph solutions
  • Experience in fraud / financial crimes model development
  • Compensation : The salary range for this position is : $138,230 - $248,810.

    USAA does not provide visa sponsorship for this role. Please do not apply for this role if at any time (now or in the future) you will need immigration support (i.e., H-1B, TN, STEM OPT Training Plans, etc.).

    Compensation :

    USAA has an effective process for assessing market data and establishing ranges to ensure we remain competitive. You are paid within the salary range based on your experience and market data of the position. The actual salary for this role may vary by location.

    Employees may be eligible for pay incentives based on overall corporate and individual performance and at the discretion of the USAA Board of Directors.

    The above description reflects the details considered necessary to describe the principal functions of the job and should not be construed as a detailed description of all the work requirements that may be performed in the job.

    Benefits :

    At USAA our employees enjoy best-in-class benefits to support their physical, financial, and emotional wellness. These benefits include comprehensive medical, dental and vision plans, 401(k), pension, life insurance, parental benefits, adoption assistance, paid time off program with paid holidays plus 16 paid volunteer hours, and various wellness programs. Additionally, our career path planning and continuing education assists employees with their professional goals.

    For more details on our outstanding benefits, visit our benefits page on USAAjobs.com.

    Applications for this position are accepted on an ongoing basis, this posting will remain open until the position is filled. Thus, interested candidates are encouraged to apply the same day they view this posting.

    USAA is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.

    Create a job alert for this search

    Senior Data Scientist • Tampa, FL, US

    Related jobs
    • Promoted
    Data Scientist, Trust & Safety

    Data Scientist, Trust & Safety

    VirtualVocationsLakeland, Florida, United States
    Full-time
    A company is looking for a Data Scientist, Trust & Safety.Key Responsibilities Facilitate a zero-friction approach to email sending Investigate anomalies and gang attacks to identify root causes...Show moreLast updated: 1 day ago
    • Promoted
    Business Information Security Officer

    Business Information Security Officer

    VirtualVocationsLargo, Florida, United States
    Full-time
    A company is looking for a Business Information Security Officer, Cloud Operations.Key Responsibilities Serve as the trusted security advisor for Cloud Operations teams, guiding security best pra...Show moreLast updated: 30+ days ago
    • Promoted
    • New!
    Trade Surveillance Engineer

    Trade Surveillance Engineer

    VirtualVocationsLakeland, Florida, United States
    Full-time
    A company is looking for a Trade Surveillance Engineer to design, build, and maintain high-volume data pipelines.Key Responsibilities : Develop and optimize scalable ETL pipelines for trading and ...Show moreLast updated: 4 hours ago
    • Promoted
    Security Automation Engineer

    Security Automation Engineer

    VirtualVocationsLargo, Florida, United States
    Full-time
    A company is looking for a Security Automation Engineer.Key Responsibilities Lead the design, implementation, and optimization of Palo Alto Networks Cortex XSOAR security automation solutions Tr...Show moreLast updated: 30+ days ago
    • Promoted
    • New!
    Reporting Analyst with Secret Clearance

    Reporting Analyst with Secret Clearance

    VirtualVocationsTampa, Florida, United States
    Full-time
    A company is looking for a Reporting Analyst to support program management and performance tracking for a Department of Defense enterprise IT modernization initiative. Key Responsibilities Maintai...Show moreLast updated: less than 1 hour ago
    • Promoted
    AI Security Engineer

    AI Security Engineer

    VirtualVocationsLakeland, Florida, United States
    Full-time
    A company is looking for a Security Engineer with a focus on AI.Key Responsibilities Support ongoing security operations including monitoring, incident response, and risk assessment Assess and m...Show moreLast updated: 30+ days ago
    • Promoted
    Senior Business Continuity Analyst

    Senior Business Continuity Analyst

    VirtualVocationsTampa, Florida, United States
    Full-time
    A company is looking for a Senior Business Continuity Analyst - Vendors.Key Responsibilities Design and lead a vendor management program with integrated business continuity strategies Conduct ve...Show moreLast updated: 30+ days ago
    • Promoted
    Software Security Engineer

    Software Security Engineer

    VirtualVocationsClearwater, Florida, United States
    Full-time
    A company is looking for a Software Security Engineer, Experienced or Senior (Virtual).Key Responsibilities Operationalize the open-source policy and process through automation Independently inv...Show moreLast updated: 2 days ago
    • Promoted
    SAP Application Security Engineer

    SAP Application Security Engineer

    VirtualVocationsLakeland, Florida, United States
    Full-time +1
    A company is looking for an Application Security Engineer with expertise in SAP systems for a short-term contract.Key Responsibilities Assess and strengthen security configurations within SAP ABA...Show moreLast updated: 2 days ago
    • Promoted
    Market Intelligence Data Analyst

    Market Intelligence Data Analyst

    VirtualVocationsClearwater, Florida, United States
    Full-time
    A company is looking for a Market Intelligence and Data Analyst - Annuities.Key Responsibilities Gather, analyze, model, and present competitive intelligence data to senior management and stakeho...Show moreLast updated: 1 day ago
    • Promoted
    SafeTrace Analyst

    SafeTrace Analyst

    VirtualVocationsLakeland, Florida, United States
    Full-time
    A company is looking for a SafeTrace Analyst to support Epic's SafeTrace Tx module.Key Responsibilities Support system build, troubleshooting, and reporting for blood product tracking and transfu...Show moreLast updated: 1 day ago
    • Promoted
    Senior Corporate Security Engineer

    Senior Corporate Security Engineer

    VirtualVocationsLargo, Florida, United States
    Full-time
    A company is looking for a Senior Corporate Security Engineer to enhance enterprise security operations.Key Responsibilities Manage and optimize Sumo Logic SIEM for threat detection and investiga...Show moreLast updated: 1 day ago
    • Promoted
    • New!
    Blue Team Security Engineer

    Blue Team Security Engineer

    VirtualVocationsClearwater, Florida, United States
    Full-time
    A company is looking for a Security Engineer, Blue Team.Key Responsibilities Conduct security risk assessments of third parties and evaluate supplier security risks Build security tooling and au...Show moreLast updated: 8 hours ago
    • Promoted
    • New!
    Oracle SQL Developer with Public Trust

    Oracle SQL Developer with Public Trust

    VirtualVocationsLakeland, Florida, United States
    Full-time
    A company is looking for an Oracle SQL Developer to support the modernization of a legacy system.Key Responsibilities Design and develop Oracle PL / SQL packages, stored procedures, and functions f...Show moreLast updated: 2 hours ago
    • Promoted
    Security GRC Analyst

    Security GRC Analyst

    VirtualVocationsSaint Petersburg, Florida, United States
    Full-time
    A company is looking for a Security GRC Analyst.Key Responsibilities Lead the strategy, execution, and improvement of the compliance program, including assessments and policy documentation Devel...Show moreLast updated: 1 day ago
    • Promoted
    CISSP Security Architect

    CISSP Security Architect

    VirtualVocationsClearwater, Florida, United States
    Full-time
    A company is looking for a MeF Security Architect to lead security architecture and serve as the key point of contact for security-related decisions. Key Responsibilities Develop and extend MeF se...Show moreLast updated: 1 day ago
    • Promoted
    • New!
    Data Engineer with Top Secret Clearance

    Data Engineer with Top Secret Clearance

    VirtualVocationsClearwater, Florida, United States
    Full-time
    A company is looking for a Data Engineer to design, develop, and maintain secure data pipelines and analytics infrastructure. Key Responsibilities Design, implement, and maintain data pipelines an...Show moreLast updated: less than 1 hour ago
    • Promoted
    Security Analyst Consultant

    Security Analyst Consultant

    VirtualVocationsLargo, Florida, United States
    Full-time
    A company is looking for a Security Analyst - Consultant.Key Responsibilities Champion DevSecOps through security automation by designing, implementing, and maintaining security tools Monitor an...Show moreLast updated: 1 day ago
    • Promoted
    Information Privacy Administrator

    Information Privacy Administrator

    VirtualVocationsLakeland, Florida, United States
    Full-time
    A company is looking for a Manager, Audit.Key Responsibilities Coordinate with stakeholders to evaluate and execute Privacy-related contracts Complete Privacy Impact Assessments and recommend ac...Show moreLast updated: 2 days ago
    • Promoted
    • New!
    Senior Threat Detection Engineer

    Senior Threat Detection Engineer

    VirtualVocationsLargo, Florida, United States
    Full-time
    A company is looking for a Senior Threat Detection Engineer.Key Responsibilities Participate in a 24 / 7 on-call rotation for alert triage and investigation Support functions such as incident resp...Show moreLast updated: 10 hours ago