---
title: 'Head of Data Science, Identity Graph at Socure'
canonical: 'https://feeny.ai/job/head-of-data-science-identity-graph-socure-san-francisco-dfppqg5cjc41'
type: 'job'
last_seen: '2026-11-05'
---

# Head of Data Science, Identity Graph at Socure

- **Company:** [Socure](https://feeny.ai/companies/socure)
- **Location:** San Francisco, CA
- **Compensation:** $250k–$300k
- **Employment:** full-time
- **Work type:** hybrid
- **Posted:** 2026-07-27
- **Last confirmed live:** 2026-11-05
- **Apply:** https://jobs.ashbyhq.com/socure/b381b846-64df-48ac-9b37-c939255f1e90/application

**Skills:** Machine Learning, Deep Learning, Graph Neural Networks, Entity Resolution, Large-scale Data Systems, Agentic System Design, Apache Spark, Python, PyTorch, KYC/AML, Fraud Detection, Risk Modeling, Identity Verification, Graph ML Frameworks, Customer-facing public speaking

> Lead the Data Science function for Identity & Compliance, building AI-powered identity verification, and compliance solutions. Drive the development of intelligent, agent-driven systems using machine learning and graph intelligence to automate identity decisioning and fraud detection.

## Job description

Why Socure? Socure is building the identity trust infrastructure for the digital economy — verifying 100% of good identities in real time and stopping fraud before it starts. The mission is big, the problems are complex, and the impact is felt by businesses, governments, and millions of people every day. We hire people who want that level of responsibility. People who move fast, think critically, act like owners, and care deeply about solving customer problems with precision. If you want predictability or narrow scope, this won’t be your place. If you want to help build the future of identity with a team that holds a high bar for itself — keep reading.

WHY SOCURE? Socure is building the identity trust infrastructure for the digital economy. We verify 100% of good identities in real time and stop fraud before it starts. The mission is big, the problems are complex, and the impact is felt by businesses, governments, and millions of people every day. We hire people who want that level of responsibility. They move fast, think critically, act like owners, and care deeply about solving customer problems with precision. If you want predictability or narrow scope, this won’t be your place. If you want to help build the future of identity with a team that holds a high bar for itself, keep reading.

## ABOUT THE ROLE

We are seeking a driven, innovative leader to own the data science vision and execution for Socure’s Identity Graph. The graph is the foundation of our identity products. It determines how accurately and completely we can resolve, link, classify, and understand real people across billions of signals. You will lead the Identity Graph Data Science team across entity resolution, entity linking, graph ontology, identity classification, and identity enrichment. You will set the technical direction, build and grow the team, and turn hard, ambiguous problems into scalable, production-grade systems. This role requires a leader who sets a high bar for execution and thrives in ambiguity.

## WHAT YOU’LL DO

- Own and drive the data science vision for the Identity Graph, delivering measurable gains in accuracy, coverage, latency, and customer impact.
- Lead, build, and develop a high-performing team of data scientists and applied researchers, fostering technical excellence, speed, and accountability.
- Entity Resolution: Drive state-of-the-art approaches to resolving records and signals into unique, high-confidence identities at global scale.
- Entity Linking: Advance the models that connect identities to the attributes, devices, addresses, and other entities that make up the graph.
- Graph Ontology: Define and evolve the schema, relationships, and semantics of the graph so it stays consistent, extensible, and useful across products.
- Identity Classification: Build models that classify identities and the evidence behind them, including corroborated identities, thin files, PII fragments, and synthetic identities.
- Enrichment and Derived Attributes: Lead development of derived attributes and inferences, such as lifestyle indicators and marital status, that extend what the graph can tell us about an identity.
- Apply deep learning, representation learning, and graph learning (including GNNs and link prediction) to structured, unstructured, and network data.
- Own the end-to-end model lifecycle: data strategy, feature engineering, development, evaluation, deployment, and monitoring.
- Partner closely with Product, Engineering, Risk, and Go-to-Market to translate business needs into scalable solutions that deliver customer value.
- Ensure alignment with regulatory and privacy requirements, balancing model performance with explainability, auditability, and governance.
- Raise the bar on experimentation and execution velocity while maintaining high standards for reliability and impact.
- Serve as a trusted technical leader with customers, partners, and internal stakeholders, and represent Socure externally as a thought leader in identity and applied AI.

## WHAT YOU BRING

- Advanced degree (MS/PhD preferred) in Computer Science, Statistics, Mathematics, Engineering, or a related field.
- 10+ years of experience in data science and machine learning, with a strong track record of delivering production-grade systems at scale.
- Team management experience required. You have led and scaled high-performing data science teams, including hiring, developing, and retaining senior talent.
- Deep expertise in entity resolution, record linkage, and entity linking on large, noisy, heterogeneous datasets.
- Strong experience with graph data modeling, ontology design, and graph ML (GNNs, link prediction, community detection).
- Experience with identity classification or risk problems such as synthetic identity detection, thin-file or fragmentary identity handling, or fraud modeling.
- Experience building enrichment or inference models on top of identity or consumer data, with attention to accuracy, bias, and privacy.
- Hands-on experience with Apache Spark and large-scale distributed data systems.
- Proficiency in Python and modern ML frameworks (e.g., PyTorch). Familiarity with graph ML frameworks is a plus.
- Significant experience in identity verification, KYC/AML, fraud detection, or adjacent fintech domains is strongly preferred.
- Demonstrated ability to drive ambiguous, high-impact problems to production, balancing speed, rigor, and business outcomes.
- Ability to explain complex models and trade-offs clearly to technical and non-technical audiences, including customers and executives.

## WHAT YOU’LL GET

- Work on some of the most challenging and impactful problems in identity and fraud prevention.
- Build the industry-defining identity graph at the heart of Socure’s products.
- Join a fast-moving, high-caliber team that values innovation and ownership.
- Competitive compensation, equity, and benefits.
- Opportunity to shape the future of digital identity at global scale.

Please note that we can only hire within ~45 miles of San Francisco, New York, Seattle, Miami. We are unable to provide sponsorship support now or in the future. Socure is an equal opportunity employer that values diversity in all its forms within our company. We do not discriminate based on race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status. If you need an accommodation during any stage of the application or hiring process, including interview or onboarding support, please reach out to your Socure recruiting partner directly.

Socure is an equal opportunity employer that values diversity in all its forms within our company. We do not discriminate based on race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status. If you need an accommodation during any stage of the application or hiring process—including interview or onboarding support—please reach out to your Socure recruiting partner directly.

Follow Us! [YouTube](https://www.youtube.com/c/Socure) | [LinkedIn](https://www.linkedin.com/company/socure/) | https://x.com/socureme | [Facebook](https://www.facebook.com/socure/)

## About Socure

## Company Overview
- **One-liner**: Socure provides an AI-powered platform for digital identity verification, fraud prevention, and risk decisioning, used by enterprises and government agencies to verify consumers, businesses, and employees.
- **Entity Type**: Private (Series E)
- **Headquarters**: Incline Village, Nevada, USA
- **Founded**: 2012
- **Founders**: Johnny Ayers (CEO)

## Core Business
- **Primary industry/industries**: Digital Identity Verification, Fraud Prevention, Risk Decisioning, RegTech
- **Target customers**: B2B — primarily Enterprise and Government. Serves financial services (18 of top 20 banks), government agencies (13 U.S. states, 2 federal agencies), gaming/sportsbooks, healthcare, telecom, e-commerce, marketplaces, and fintechs.
- **Mission or purpose**: To verify 100% of good identities and eliminate identity fraud.

## Products & Services
- **RiskOS®**: The company’s core AI platform for identity and risk decisioning. It is a fully vertically integrated platform that allows customers to design, test, and deploy identity, risk, compliance, age assurance, and authentication workflows across the entire customer journey.
- **Predictive Risk Score Solution**: A risk scoring solution that provides real-time fraud protection and decisioning.
- **Effectiv (Acquired)**: An end-to-end identity fraud and payment risk management solution that adds transaction monitoring, credit underwriting, and Know-Your-Business (KYB) capabilities to the Socure platform.
- **FedRAMP Authorized Solution**: A version of the platform authorized for use by U.S. federal government agencies.

## Market Standing
- **Valuation/Market Cap**: Not publicly available (Private company).
- **Key Metric**: Serves over 3,000 customers. The company has access to an identity graph of hundreds of billions of records and over 40 billion historical known outcomes.
- **Notable Investors/Partners**: Investors are not explicitly listed on the provided sources, but the customer base includes Capital One, Citi, Chime, SoFi, Lili, Green Dot, Robinhood, Dave, Gusto, Poshmark, Uber, DraftKings, PrizePicks, and the State of California.
- **Growth Signals**: 
    - Achieved **FedRAMP Authorization** in April 2025, a significant milestone for selling to U.S. federal government agencies.
    - Acquired **Effectiv** to expand into payment risk management and credit underwriting.
    - Customer base includes 18 of the top 20 banks and 500+ fintechs.
    - Over 130 public sector organizations as customers.
    - Listed 100 open positions across the company.

## Competitive Advantages
- **Vertically Integrated Platform**: Socure claims to be the industry’s only fully vertically integrated identity and risk platform, which it says delivers unparalleled auto-approval and fraud capture rates.
- **Massive Data Graph**: Its identity graph of hundreds of billions of records and 40 billion historical outcomes provides a deep data moat that is difficult for competitors to replicate.
- **Breadth of Use Cases**: The platform supports virtually any industry and use case, from workforce verification to prediction markets, making it a versatile partner.
- **Government Authorization**: FedRAMP authorization gives it a unique and defensible position in the public sector market.

## Strategic Focus
- **Government Expansion**: With the recent FedRAMP authorization, a major focus is expanding into federal and state government programs.
- **Platform Expansion**: Integrating the Effectiv acquisition to offer a more comprehensive suite covering identity, payments, and credit risk.
- **AI Innovation**: Continuing to leverage AI on "offense" to keep pace with the fast-moving AI threat landscape (deepfakes, synthetic identity fraud).

## Why Work Here
- **Remote-First Culture**: Socure is a remote-first company with talent hubs in San Francisco, Seattle, New York, Washington DC, Miami, London, Chennai, Bangalore, and Hyderabad. Employees have flexibility and autonomy.
- **High-Impact Work**: The company tackles hard problems in digital identity and fraud, which are central to trust in the digital world. The culture emphasizes high performance and purpose.
- **Benefits**: 
    - Market-competitive base salary and performance bonuses.
    - Equity for all full-time employees.
    - Comprehensive medical, dental, and vision insurance.
    - Mental health support.
    - 401(k) with company match.
    - Flexible PTO and generous paid parental leave.
    - Professional development stipend.
    - Work-from-home stipend and Deskpass access for coworking.
    - Hackathons to fuel innovation.
- **Growth & Development**: Internal mobility and career pathing opportunities, access to the latest technology.
- **Team Size**: Approximately 386 total employees (per Built In), with 100 open positions signaling strong growth.

## Sources
1. [socure.com](https://www.socure.com/)
2. [socure.com](https://www.socure.com/company/careers)
3. [socure.com](https://www.socure.com/company)
4. [jobs.ashbyhq.com](https://jobs.ashbyhq.com/socure?source_page=%2Fcompany%2Fcareers)
5. [builtin.com](https://builtin.com/company/socure)

## Other roles at Socure

- [Senior Post-Sales Solution Consultant, Federal Public Sector](https://feeny.ai/job/senior-post-sales-solution-consultant-federal-public-sector-socure-washington-z02q6tcc65s4) — Washington, DC
- [Post-Sales Associate Solution Consultant, SLED (West)](https://feeny.ai/job/post-sales-associate-solution-consultant-sled-west-socure-san-francisco-bn7m5jngd4qp) — San Francisco, CA
- [Executive Creative Director](https://feeny.ai/job/executive-creative-director-socure-san-francisco-edn720r7cnk9) — San Francisco, CA
- [Senior Technical Program Manager, Partner Ecosystem](https://feeny.ai/job/senior-technical-program-manager-partner-ecosystem-socure-united-states-xzagbtqknfan) — United States
- [Product-Led Growth Marketer](https://feeny.ai/job/product-led-growth-marketer-socure-san-francisco-84zv30c95n4d) — San Francisco, CA
- [Strategic Alliance Director](https://feeny.ai/job/strategic-alliance-director-socure-united-states-61gvk8t8bm91) — United States
- [Associate Solution Consultant](https://feeny.ai/job/associate-solution-consultant-socure-new-york-y8v3zwkfmjdy) — New York, NY
- [IT Support Engineer](https://feeny.ai/job/it-support-engineer-socure-san-francisco-zz0kp08fpzv3) — San Francisco, CA
- [Head of GTM, Fintech](https://feeny.ai/job/head-of-gtm-fintech-socure-san-francisco-xppgakv48wdd) — San Francisco, CA
- [Marketing Development Representative](https://feeny.ai/job/marketing-development-representative-socure-new-york-37ea2qxgwmbe) — New York, NY