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Staff Data Scientist - Loss Forecasting & Portfolio Analytics

SoFi

Staff Data Scientist - Loss Forecasting & Portfolio Analytics

SoFi

CA - San Francisco

·

On-site

·

Full-time

·

1w ago

Required Skills

Python

SQL

Tableau

Data Analysis

Machine Learning

Statistical Analysis

Credit Loss Forecasting

Employee Applicant Privacy Notice

Who we are:

Shape a brighter financial future with us.

Together with our members, we’re changing the way people think about and interact with personal finance.

We’re a next-generation financial services company and national bank using innovative, mobile-first technology to help our millions of members reach their goals. The industry is going through an unprecedented transformation, and we’re at the forefront. We’re proud to come to work every day knowing that what we do has a direct impact on people’s lives, with our core values guiding us every step of the way. Join us to invest in yourself, your career, and the financial world.

The role

We are looking for a Credit Risk Manager/Staff Data Scientist to join our Loss Forecasting and Risk Analytics Team within Sofi’s Credit team. This team member will work in the team that is responsible for forecasting losses across various So Fi lending products, including Personal Loans, Student Loan Refinances and Private Student Loans. The Staff Data Scientist will contribute to the performance analysis of So Fi lending products using empirical measurements, develop quantitative and machine learning models to forecast losses and provide insights into the drivers for losses. She/He will also collaborate with the Business Unit, Finance, Accounting, Credit, and Independent Risk Management groups. This position requires knowledge of data analytics and modeling using Python and machine learning/analytical packages, as well as strong problem-solving and communication skills. The ideal candidate will have expertise in analyzing large datasets and developing models using Python, SQL, and other statistical analysis packages to get to the truth behind the data.

By joining So Fi, you'll become part of a forward-thinking company that is transforming financial services for the better. We offer the excitement of a rapidly growing startup with the stability of an industry-leading leadership team.

What you’ll do:

Develop loss projections for So Fi’s lending products, including Personal Loans, Student Loan Refinances, and Private Student Loans.

Draw strategic insights from data using statistical analysis tools to inform decisions and support So Fi’s overarching strategic goals relative to loss prevention and profit optimization. Bring new ways of thinking, data sources, technologies, and capabilities to So Fi.

Develop stress testing framework using macroeconomic data to provide insights into the business and enable the company to plan proactively for economic downturns.

Improve forecasting accuracy and productivity. Ensure good documentation and control of forecasting methodologies and procedures.

Explore external credit data to identify trends in the market and industry.

Work with Business Units, Operations, Product, Capital Markets, Finance, Accounting, and Risk partners to ensure correct loss expectations and trends of losses are communicated effectively and executed appropriately.

Be inspired by dynamic leaders and our rapidly growing business. We are recruiting the best, brightest, and most passionately quantitative team members.

What you’ll need:

7+ years of related experience with a Master’s or PhD degree

Proven advanced analytical and technical skills in conducting sophisticated data analysis and building loss forecasting models and projections

Business acumen and work experience in the consumer lending business (loans or credit cards)

Proficient in Python, SQL & Tableau

Strong communication and presentation skills. Demonstrated ability to synthesize and communicate analysis to business partners and senior management

High motivation to drive results, eager to learn, and able to work collaboratively in a fluid environment

Prior experience in credit loss forecasting is a must

Nice to have:

Experience using credit bureau sandbox data

Experience in developing credit risk strategies

Compensation and Benefits

The base pay range for this role is listed below. Final base pay offer will be determined based on individual factors such as the candidate’s experience, skills, and location.

To view all of our comprehensive and competitive benefits, visit our Benefits at So Fi page!
So Fi provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion (including religious dress and grooming practices), sex (including pregnancy, childbirth and related medical conditions, breastfeeding, and conditions related to breastfeeding), gender, gender identity, gender expression, national origin, ancestry, age (40 or over), physical or medical disability, medical condition, marital status, registered domestic partner status, sexual orientation, genetic information, military and/or veteran status, or any other basis prohibited by applicable state or federal law.
The Company hires the best qualified candidate for the job, without regard to protected characteristics.
Pursuant to the San Francisco Fair Chance Ordinance, we will consider for employment qualified applicants with arrest and conviction records.
New York applicants: Notice of Employee Rights
So Fi is committed to an inclusive culture. As part of this commitment, So Fi offers reasonable accommodations to candidates with physical or mental disabilities. If you need accommodations to participate in the job application or interview process, please let your recruiter know or email accommodations@sofi.com.
Due to insurance coverage issues, we are unable to accommodate remote work from Hawaii or Alaska at this time.

Internal Employees

If you are a current employee, do not apply here - please navigate to our Internal Job Board in Greenhouse to apply to our open roles.

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About SoFi

SoFi

SoFi

Public

SoFi Technologies, Inc. is an American financial technology company. Founded in 2011 by Stanford University students, it operates as a nationally chartered online bank and is a technology provider to other financial institutions. SoFi is the largest U.S.

1,001-5,000

Employees

San Francisco

Headquarters

Reviews

3.3

25 reviews

Work Life Balance

3.2

Compensation

4.1

Culture

3.4

Career

3.6

Management

3.3

65%

Recommend to a Friend

Pros

Great benefits and compensation

Understanding and caring management

Remote work flexibility

Cons

Long hours and high workload stress

Poor communication between departments

Bureaucratic processes and red tape

Salary Ranges

6 data points

Junior/L3

Principal/L7

Senior/L5

Staff/L6

Junior/L3 · Baseline Data Scientist

0 reports

$206,850

total / year

Base

-

Stock

-

Bonus

-

$175,823

$237,878

Interview Experience

6 interviews

Difficulty

2.7

/ 5

Duration

14-28 weeks

Offer Rate

33%

Experience

Positive 33%

Neutral 50%

Negative 17%

Interview Process

1

Application Review

2

Online Assessment

3

Recruiter Screen

4

Technical Interview

5

Behavioral Interview

6

Onsite/Virtual Interviews

7

Offer

Common Questions

Coding/Algorithm

Technical Knowledge

Behavioral/STAR

System Design

Culture Fit