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Own the model governance program for Plaid's Credit products, ensuring credit score and insights models are sound, validated, well-documented, and fit for their intended use. Work independently with Product, Data Science, and Engineering teams to assess model performance, identify risks, and drive improvements. Requires 7+ years building and owning a model governance program, deep knowledge of credit models, strong understanding of machine learning concepts like XGBoost, and ability to independently challenge model owners. Based in San Francisco with offices in New York, Seattle, Washington D.C., Raleigh, London, and Amsterdam; remote eligibility not specified.
Written from this posting by Neural Jobs AI. The full description is below.
We believe that the way people interact with their finances will drastically improve in the next few years. We’re dedicated to empowering this transformation by building the tools and experiences that thousands of developers use to create their own products. Plaid powers the tools millions of people rely on to live a healthier financial life. We work with thousands of companies like Venmo, SoFi, several of the Fortune 500, and many of the largest banks to make it easy for people to connect their financial accounts to the apps and services they want to use. Plaid’s network covers 12,000 financial institutions across the US, Canada, UK and Europe. Founded in 2013, the company is headquartered in San Francisco with offices in New York, Seattle, Washington D.C., Raleigh, London, and Amsterdam.
We drive the evolution of Model Governance for Plaid’s Credit products. We work closely with Plaid’s Credit insights team, including Product, Data Science, and Engineering, to support the development and responsible use of next-generation Credit scores and attributes based on cash flow and Plaid’s network.
As the Model Governance Lead, Credit, you will own and execute the Model Governance program for Plaid’s Credit products. You will help ensure that the models supporting Plaid’s Credit Score and Insights products are conceptually sound, appropriately validated, well-documented, and fit for their intended use.
You will work independently while partnering closely with model owners and cross-functional stakeholders. You will provide thoughtful challenge, identify risks and limitations, and help teams improve models and governance practices over time.
Building and evolving a model risk governance framework for an important Credit product portfolio.
Independently assessing the conceptual soundness, data, features, performance, stability, and intended use of credit models.
Identifying model weaknesses and translating them into clear, actionable remediation plans.
Partnering with Product, Data Science, and Engineering teams to strengthen model development and validation practices.
Creating clear, rigorous documentation that helps customers understand and trust the models behind Plaid’s Credit products.
Bringing curiosity, sound judgment, and constructive challenge to complex modeling decisions.
Helping shape responsible use of machine learning as Plaid develops new Credit scores and attributes.
7+ years of experience building and owning a model governance program.
Experience in model validation, model risk management, model development, or Data Science.
Deep knowledge of models built for credit purposes.
Strong understanding of machine learning modeling concepts and techniques, such as XGBoost, and what constitutes rigorous, defensible model validation.
Familiarity with newer modeling techniques, such as foundation models and neural networks.
Experience assessing data and feature inputs, conceptual soundness, model performance, stability, limitations, and appropriateness of use.
A genuinely independent, detail-oriented, and curious mindset.
Comfort providing meaningful challenge to model owners and stakeholders rather than simply documenting their work.
Experience working at a FinTech is a plus.
Our mission at Plaid is to unlock financial freedom for everyone. To support that mission, we seek to build a diverse team of driven individuals who care deeply about making the financial ecosystem more equitable. We recognize that strong qualifications can come from both prior work experiences and lived experiences. We encourage you to apply to a role even if your experience doesn't fully match the job description. We are always looking for team members that will bring something unique to Plaid!
Plaid is proud to be an equal opportunity employer and values diversity at our company. We do not discriminate based on race, color, national origin, ethnicity, religion or religious belief, sex (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender, gender identity, gender expression, transgender status, sexual stereotypes, age, military or veteran status, disability, or other applicable legally protected characteristics. We also consider qualified applicants with criminal histories, consistent with applicable federal, state, and local laws. Plaid is committed to providing reasonable accommodations for candidates with disabilities in our recruiting process. If you need any assistance with your application or interviews due to a disability, please let us know at [email protected].
Please review our Candidate Privacy Notice here.
Additional compensation in the form(s) of equity and/or commission are dependent on the position offered. Plaid provides a comprehensive benefit plan, including medical, dental, vision, and 401(k). Pay is based on factors such as (but not limited to) scope and responsibilities of the position, candidate's work experience and skillset, and location. Pay and benefits are subject to change at any time, consistent with the terms of any applicable compensation or benefit plans.
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Plaid provides financial data infrastructure that connects consumer bank accounts and other financial accounts to digital applications. Developers use its APIs to support account linking, transaction data, identity verification, payments, lending, credit decisions, income verification, and fraud prevention. The company sits between financial institutions and fintech products, standardizing access to account information and payment rails with user permission. Plaid serves consumer apps, lenders, banks, payment companies, and enterprises building embedded financial experiences.
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