About the role

Aplyr's Quick Take

This role is about leading the development of SoFi's Fraud, Risk, and Machine Learning platform. You'll be responsible for creating a strategic roadmap, improving model deployment processes, and ensuring smooth integration across teams. It's an individual contributor role focused on product management with a strong emphasis on technical and operational aspects.

Good fit

Ideal candidates have extensive experience in product management, particularly in tech or financial services, and a solid understanding of machine learning and risk management. A collaborative working style and the ability to navigate complex technical environments will help you thrive.

Worth noting

The role emphasizes transforming backend processes into a user-friendly platform, which suggests a significant focus on usability and developer experience. The position may involve high-pressure situations given the critical nature of fraud and risk management in finance.

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

At SoFi, we’re on a mission to help our members get their money right. We are seeking a Principal Product Manager to lead the strategy and roadmap for our Fraud, Risk & ML Platform. This platform is the unified foundation for event-driven decisioning, risk-based interdictions, real-time feature stores, and self-serve ML capabilities across the enterprise.

You will shape SoFi’s risk and ML future, transforming complex backend processes into a seamless, self-serve platform that powers real-time decisioning for every SoFi product. Your goal is to accelerate organizational adoption of machine learning and expedite business growth by simplifying the integration of complex risk defenses that protect our members and the business.

What You’ll Do

Strategic Roadmap: Own the multi-year vision for the Fraud, Risk & ML Platform, focusing on self-serve onboarding, reliability at scale, and superior developer experience.
The "Model Factory": Direct the MLOps lifecycle to reduce model time-to-market from months to weeks. You will enable teams to build, deploy, and monitor ML models at enterprise scale.
Platform Integration: Partner with internal product teams to identify friction in platform adoption and build features that eliminate integration pain points.
Stakeholder Alignment: Drive onboarding for Fraud, AML, and Policy Engine use cases by aligning with Fraud, Risk, Data Science, and Infrastructure stakeholders on usage patterns, signals, features, and treatments, and guide execution teams to successfully deliver on those goals.
Platform-as-a-Service: Drive Developer Experience (DX) as a core product feature; define clean APIs, versioning, SLAs, and documentation to reduce critical-path dependencies.
Governance & Scalability: Establish a federated extension model for custom events, features, challenges, & actions to enable safe extensibility and cross-product reuse.
Metrics & Impact: Define and track success metrics, including time-to-onboard, model deployment velocity, decision quality (e.g. precision/recall/F1), step‑up completion/abandon rates, and platform reliability.
Flex into adjacent fraud initiatives, helping cover the gray space between domain detection/prevention improvements and platform onboarding/utilization.
Evangelism: Educate partner teams on platform capabilities to ensure SoFi is fully leveraging centralized infrastructure rather than building bespoke silos.

What You’ll Need

7+ years of Product Management experience: with a focus on platform, infrastructure, or developer-facing products
Technical fluency: Deep familiarity with APIs, event-driven systems (sync/async), high-throughput data pipelines, ML lifecycle (training, features, deployment, monitoring), risk decisioning engines/workflows
ML Infrastructure: Proven experience operationalizing models in production using tools like Snowflake, Flink/streaming, Kafka, or AWS/SageMaker
Platform mindset: A strong bias for normalization and generic, self-serve capabilities over bespoke builds.
Exceptional Communication & Evangelism: ability to translate complex risk policy, business goals, and technical constraints into precise platform requirements, while rallying teams around a clear, forward-looking platform roadmap and strategy.
Adaptive leadership: team‑first, able to navigate the gray space between domain‑specific fraud detection and horizontal platform utilization
Direct experience with fraud and risk detection and prevention challenges and techniques.

Nice to Have

Experience with risk decisioning, rules engines, risk mitigations and step-up challenges.
Experience in FinTech or highly regulated financial environments.
Background in building or scaling Generative AI for task‑automating agents (agentic workflows)
Direct experience partnering with Data Science and MLEs to productionalize real-time scoring.

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 SoFi page!

SoFi 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

SoFi is committed to an inclusive culture. As part of this commitment, SoFi 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.

Skills & Tags

go aws machine learning ai backend mobile data product

Aplyr's read

SoFi blends technology and finance to empower individuals with tailored financial solutions, attracting tech-savvy professionals eager to innovate in personal finance.
Synthesized from recent postings & public sources

What's promising

•SoFi offers a diverse range of financial products, appealing to a wide customer base.
•The company invests heavily in technology, attracting skilled engineers and tech professionals.
•SoFi's focus on personalized financial advice sets it apart in the digital finance sector.

What to watch

•SoFi operates in a highly competitive market with numerous established financial institutions.
•Regulatory changes in the financial sector could impact SoFi's operations and growth.
•Limited public information about SoFi's long-term profitability and financial stability.

Why SoFi

•SoFi integrates social elements into finance, creating a community-focused financial experience.
•The company offers a unique blend of financial products and tech-driven solutions.
•SoFi's personalized financial advice leverages technology to tailor services to individual needs.

Aplyr’s read is generated by AI from public sources. Was it useful?

About SoFi

SoFi

sofi.com

View company

SoFi, short for Social Finance, is a personal finance company that provides a range of financial products including student and personal loans, mortgage refinancing, and investment management services. The company aims to help individuals achieve financial independence and success through innovative technology and personalized financial advice.