Data Scientist Senior

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. We are proud to support active-duty military spouses. USAA roles may offer remote or hybrid flexibility for active-duty military spouses consistent with applicable policy and business needs.

The Opportunity Employer:

United Services Automobile Association Tasks:

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 complex business request(s) into specific analytical questions, executes on the analysis and/or modeling, and then communicates outcomes to non-technical business colleagues with focus on business action and recommendations. Manages project milestones, risks, and impediments. Escalates potential issues that could limit project success or implementation. Develops best practices 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 cutting-edge 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 effectively identified, measured, monitored, and controlled in accordance with risk and compliance policies and procedures. May telecommute.

Requirements:

Will accept a Bachelor's degree in Mathematics, Computer Science, Statistics, Economics, Finance, Actuarial Sciences, Science and Engineering or related field and 4 years of experience in the job offered or in a related occupation. Alternatively, will accept a Master's degree in Mathematics, Computer Science, Statistics, Economics, Finance, Actuarial Sciences, Science and Engineering or related field and 12 months of experience in the job offered or in a related occupation.

Calculus:

Derivatives, Gradients, and Optimization Algorithms Linear Algebra:

Linear Transformations and Matrix Decompositions Probability & Statistics:

Descriptive Statistics, Probability Distributions, Hypothesis Testing, Stochastic Processes, and Monte Carlo Simulation Supervised Learning:

Regression and Classification Unsupervised Learning:

Clustering, Dimensionality Reduction, and Anomaly Detection Time Series Analysis Causal Inference Deep Learning Framework:

TensorFlow, PyTorch, or Keras Deep Learning Architectures:

CNNs, RNNs, Encoder-decoders, and Transformers NLP Experience:

Embedding, Sentiment Analysis, Text Classification, and Topic Modeling LLM Experience:

Use LLM for

Summarization, Information Extraction, Text Generation, and Question Answering LLM Techniques:

Embedding, Prompt Engineering, Retrieval Augmented Generation, and Fine-tuning 13.LLM Evaluation Metrics and Frameworks Python, PySpark, C++, SQL, and Power BI Git Version Control System Airflow CI/CD Tool Docker Containerization Tool Google Cloud Platforms, experience with Big Query, Vertex AI, and Cloud Storage Finance & Insurance Knowledge Data Science Development Platforms; and

Multi-Cloud Data Platforms Worksite:

5601 Legacy Drive, Plano

TX 75024

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. If you are an existing USAA employee, please use the internal career site in OneSource to apply. Please do not type your first and last name in all caps. Find your purpose. Join our mission. USAA is unlike any other financial services organization. The mission of the association is to facilitate the financial security of its members, associates and their families through provision of a full range of highly competitive financial products and services; in so doing, USAA seeks to be the provider of choice for the military community. We do this by upholding the highest standards and ensuring that our corporate business activities and individual employee conduct reflect good judgment and common sense, and are consistent with our core values of service, loyalty, honesty and integrity. USAA attributes its long-standing success to its most valuable resource: our 35,000 employees. They are the heart and soul of our member-service culture. When you join us, you'll become part of a thriving community committed to going above for those who have gone beyond: the men and women of the U.S. military, their associates and their families. In order to play a role on our team, you don't have to be connected to the military yourself

• you just need to share our passion for serving our more than 13 million members. USAA is an EEO/AA Employer
• applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, age, disability, genetic information, sexual orientation, gender identity or expression, pregnancy, protected veteran status or other status protected by law. California applicants, please review our HR CCPA
• Notice at Collection here.