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채용SoFi

Senior Staff Data Scientist, Borrow

SoFi

Senior Staff Data Scientist, Borrow

SoFi

CA - San Francisco; NY - New York City

·

On-site

·

Full-time

·

1mo ago

필수 스킬

SQL

Python

Machine Learning

Statistics

Data Analysis

A/B testing

Causal inference

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

The Borrow Data Science team is seeking a Senior Staff Data Scientist who will help support growth in our Home Loans business by improving So Fi’s ability to execute with data. This is an exciting role for someone to leverage their analytical skills to create robust reporting, identify growth opportunities and insights, and build ML models using Snowflake, Airflow, dbt, and Sagemaker.

As a Senior Staff Data Scientist, you will serve as a data leader, balancing urgent requests, and delivering high quality projects to key stakeholders, through a clear and repeatable data informed approach. You will be a technical leader, helping the team build reliable, efficient, and scalable data foundations. You will create a culture of strong technical ownership, documenting your approach and ideas to socialize, resulting in strategies that have a wide impact within the organization. You will perform analytical deep-dives to proactively identify most impactful opportunities, and inform future experimentation design and product roadmaps.

In this role, you'll use your expertise in data analysis, statistical modeling, and machine learning to uncover insights that will directly influence product strategy and revenue growth. This role demands a strong technical foundation (SQL, Python/R, Tableau, Statistics), a deep understanding of business metrics, A/B testing, causal inference analysis, and exceptional collaboration skills.

Additionally, you are expected to work cross-functionally, including: engineering, product managers, lifecycle marketing, data science, design, operations, finance, risk, legal, compliance, and executive teams to set business objectives, define product strategy, prioritize features, and execute on them.

What you’ll do:

Identify high impact business opportunities to help members achieve their financial goals

Mentor and guide data scientists in the team by promoting best practices, strong technical decisions, coding standards, and thorough documentation.

Develop and apply machine learning models to solve business problems

Evaluate and interpret the results of data analysis

Build strong relationships with stakeholders and present insights on a regular cadence communicating findings to both technical and non-technical stakeholders.

Design and implement data collection. Build data pipelines to deploy production level datasets.

Collaborate with cross-functional teams and business leaders to understand needs and offer data-driven solutions

Act as a technical leader by mentoring and supporting the growth of less experienced team members.

What you’ll need:

Masters’ or above in quantitative areas: Statistics, Applied Mathematics, Economics, Computer Science, Engineering, or related field

10+ years of relevant experience leveraging data-driven analysis to influence key decisions, preferably in a Tech or Finance company

Proven track record of being able to work independently, and proactively engaging with business stakeholders with minimal direction and drive measurable business impact.

Experience with using Airflow and DBT to build Data Pipelines in Snowflake

Strong programming skills in SQL and Python:

Experience with building data visualizations with Tableau, Looker or other BI tools

Knowledge of varied ML algorithms, applicability to different business problems, and experience in deploying ML models at scale in production with monitoring metrics.

Ability to work in a dynamic, cross-functional environment, with a strong attention to detail;

Effective communication and presentation skills and ability to explain complex analyses in simple terms to business leaders;

Strong relationship building and collaborative skills;

Exceptional problem-solving

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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SoFi 소개

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

직원 수

San Francisco

본사 위치

$8.65B

기업 가치

리뷰

3.9

10개 리뷰

워라밸

2.8

보상

4.0

문화

4.1

커리어

3.2

경영진

3.3

68%

친구에게 추천

장점

Flexible hours and supportive management

Excellent health benefits and competitive salary

Inclusive and diverse workplace

단점

High workload and overwhelming work demands

Work-life balance challenges

Limited career advancement opportunities

연봉 정보

16개 데이터

Junior/L3

Mid/L4

Principal/L7

Senior/L5

Staff/L6

Junior/L3 · Baseline Data Scientist

0개 리포트

$206,850

총 연봉

기본급

-

주식

-

보너스

-

$175,823

$237,878

면접 경험

5개 면접

난이도

2.0

/ 5

소요 기간

14-28주

경험

긍정 0%

보통 80%

부정 20%

면접 과정

1

Application Review

2

Recruiter Screen

3

Technical Phone Screen

4

Online Assessment

5

Technical Interview

6

Behavioral Interview

자주 나오는 질문

Coding/Algorithm

Technical Knowledge

Behavioral/STAR

Past Experience