1 час назад
Senior Applied ML Engineer (Fintech)
210 000 - 250 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Applied ML Engineer (Fintech): Building and scaling production-grade ML applications for risk, fraud, and business identity verification with an accent on knowledge graphs, entity resolution, and handling imbalanced data. Focus on designing robust ML infrastructure and leveraging LLMs to automate labeling and signal extraction for enterprise-scale fintech workflows.
Location: Must be based in or commutable to San Francisco or New York (Hybrid: 2 days/week in office)
Salary: $210,000 – $250,000 + Equity
Company
is a fintech startup backed by Sequoia and Y Combinator, building data infrastructure to help businesses verify identities, manage risk, and maintain compliance.
What you will do
- Deliver production ML models for fraud, trust & safety, KYB, and compliance domains.
- Tackle complex classification problems involving extreme class imbalance and sparse signals.
- Innovate in feature engineering using graph-based techniques, weak supervision, and LLMs.
- Partner with the ML infra team to design feature services, training pipelines, and serving standards.
- Implement knowledge graph solutions to enhance entity resolution and business identity verification.
Requirements
- 7+ years of production ML experience in risk, fraud, credit, or trust & safety.
- Hands-on experience building or querying knowledge graphs over business entity networks.
- Expertise in entity resolution for noisy, incomplete, or conflicting data sources.
- Strong background in classification challenges like imbalanced labels and cold start problems.
- Experience with ML infrastructure including feature stores and model management pipelines.
- Must be able to work in a hybrid model with 2 days per week in the SF or NYC office.
Nice to have
- B2B SaaS experience building ML products for enterprise customers.
- Experience building end-to-end training harnesses for automated feature engineering.
- Experience scaling ML across multiple products or risk domains.
Culture & Benefits
- Competitive compensation package including equity.
- Opportunity to influence the design and scaling of ML systems at a high-growth fintech company.
- Collaborative environment focused on in-person connection and team building.
- Work on high-impact AI-driven applications for business onboarding and identity.
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