MiddeskHighlight
Summary
About the Role
About You
- 7+ years applied ML experience in risk, fraud, trust & safety, compliance, or adjacent high-stakes domains.
- Proven track record of shipping ML models from research to production in external-facing products.
- Expertise in classification with real-world challenges such as imbalanced labels and sparse signals.
- Hands-on ML infrastructure experience including feature stores and ML training/serving pipelines.
- Ability to set technical direction and mentor peers.
- B2B SaaS experience, ideally building ML products for enterprise customers.
- MLE/engineering collaboration experience or direct MLE work on ML pipelines and services.
- Familiarity with graph, LLM-based feature generation, or AI agent workflows.
- Experience scaling ML across multiple products or risk domains.
Middesk's mission is to enable every business to access the products and services they need to grow and thrive. We believe that if we can make it easy for a business to access financial products, hire new employees, and transact with other businesses, that we increase the odds of success for that business to contribute to its community and the broader economy. Our Identity product provides accurate, complete information that financial services companies need to make efficient onboarding decisions. Our Agent product makes it easy for employers to file with the state and federal agencies needed to establish their business across the country. Our customers include Affirm, Brex, Plaid, Mercury, Divvy, Rippling, Gusto, and others. Based in San Francisco, CA, Middesk is backed by Sequoia Capital, Accel Partners, and Y Combinator.