drjobs Staff Analyst, Model Risk Management

Staff Analyst, Model Risk Management

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1 Vacancy
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Job Location drjobs

New York City, NY - USA

Monthly Salary drjobs

Not Disclosed

drjobs

Salary Not Disclosed

Vacancy

1 Vacancy

Job Description

The role

SoFis Model Risk Management (MRM) team has responsibility for assuring that all quantitative models used at SoFi are conceptually sound and are appropriately used and monitored. A major activity in support of this objective is independent validations of all models and ultimately approving models for use or requiring rework. Other activities include conducting reviews of periodic model performance monitoring reports approving model changes classifying models into risk tiers and driving adoption of modeling best practices.
The Staff Analyst Model Risk Management will perform highly visible and important work and will touch virtually all functional areas within SoFi.

What youll do:

The Staff Analyst Model Risk Management will spend a majority of their time performing critical reviews of (or validating) quantitative models planned for use at SoFi. The analyst will read model documentation and engage in dialogue with model developers to understand how the model was built and how it functions. The analyst will assess the suitability of data used to build the model the conceptual soundness of the modeling approach and the appropriateness of the testing protocols and diagnostic metrics used on the model. The analyst will review results of diagnostic testing and analysis performed by the model owner and will conduct confirmatory or additional work as needed to have confidence in the model. The analyst will summarize their work and findings in a detailed written report which will include formal recommendations and any required remediation work.

The models to be validated will cover a range of statistical approaches from basic regression to cuttingedge machine learning algorithms. The models will also span multiple areas of the business from credit risk scorecards to models used for optimizing backoffice operational processes.

What youll need:
Strong analytical skills with formal training in statistical analysis

Background in machine learning and artificial intelligence models; knowledge of both theory and application to different use cases

Strong writing skills; ability to communicate technical concepts in understandable terms

Proficiency in Python or R

Selfstarter who is comfortable working both alone and closely with teammates and business partners

6 years of related experience with a Bachelors degree in a quantitative discipline; or 3 years and a Masters degree; or a PhD without experience; or equivalent experience

Nice to have:
Priorexperiencewith the model risk managementfunctionin a banking environment


Required Experience:

Staff IC

Employment Type

Full-Time

Company Industry

About Company

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