[Remote] Quantitative Analytics Associate - Capital

Note The job is a remote job and is open to candidates in USA. KeyBank is a financial services company seeking a Quantitative Analytics Associate to support the development and validation of predictive and machine-learning models. The role involves conducting quantitative analysis, identifying data errors, and contributing to the integration of AI tools into workflows while working under supervision. Responsibilities Conduct quantitative analysis on large data sets with manager and team support, including work tied to economic capital modeling frameworks Identify common data errors and their impact Employ basic best practices for evaluating large data Answer key business questions through exploration and discovery, including those tied to risk and capital modeling Find patterns or anomalies by building out visualizations Execute basic diagnostics testing under supervision (e.g. performance testing, assumption verification and impacts of limitations) Tests, under supervision, suitability / sufficiency for approach (e.g. representativeness) Support the team’s transition toward AI-generated code, helping integrate AI tools into day-to-day workflows Partner with team members to increase adoption and effective use of AI platforms and agentic tools Learn existing economic capital approaches and help identify opportunities to enhance processes through automation and AI-driven solutions Skills Bachelor's degree (or its equivalent) in statistics, mathematics, economics, financial engineering, data sciences, predictive modeling, or other quantitative disciplines and at least 1 year of relevant experience; 0 with Master's or PhD Understanding of data wrangling including information documentation and importing data from different formats Descriptive statistics, random variables, common distributions, outliers Ability to consume, explore, and evaluate big data; can leverage this skill to inform business questions Baseline understanding or interest in economic capital modeling concepts or similar quantitative frameworks Navigation, shortcuts, use and share spreadsheet documents Python/R/SAS Perform IDE walk-through; shortcuts Connect to data bases Use functions such as classes, variables, lists, and classes Program files, modules, and libraries Familiar with concepts and usage of Data Leakage, Training, Testing, and Validation Sets for model building Able to perform basic diagnostics testing Understanding of foundational statistical / measurement concepts, methods, and techniques Basic uses, scope, features, benefits, and risks of available modeling methods Ability to apply these concepts within an economic capital or risk modeling context over time Works under general direction / supervision; may work independently, but often needs ongoing guidance and support; demonstrates initiative and ownership in a self-starter environment Limited business partner interaction – work typically assigned by manager; Developing relationship building ability and interpersonal skills; Engage and interact mostly with immediate team and peers; Developing influencing skills; supports team adoption of new tools and approaches, including AI Developing basic understanding of business partner strategy; Building financial acumen; gains exposure to economic capital concepts and their business relevance Developing critical thinking skills; Can analyze simple issues with low complexity; Can give perspective to the team addressing basic business/analytical problems and challenges; Recognizes need to escalate issues in a timely manner; demonstrates curiosity and problem-solving mindset around process improvement and automation Basic writing skills; beginning to develop ability to organize information in clear, consistent format; Typically needs assistance with articulating a clear, well-thought out message and formal delivery; Minimal skills in creating PowerPoint presentations; limited formal delivery; able to collaborate effectively and is easy to work with Exposure to or interest in standard AI and machine learning tools, including generative AI platforms Familiarity with or curiosity around agentic tools and AI-assisted coding environments Benefits Eligibility for incentive compensation which may include production, commission, and/or discretionary incentives. Key has implemented an approach to employee workspaces which prioritizes in-office presence, while providing flexible options in circumstances where roles can be performed effectively in a mobile environment. Company Overview At KeyBank we’ve made a promise to our clients that they will always have a champion in us. It was founded in 1849, and is headquartered in Cleveland , Ohio, US, with a workforce of 10001+ employees. Its website is https//www.key.com.