Senior Machine Learning Engineer

Building AGI for banking, replacing legacy technology with AI-native systems that automate 90% of manual work.
$150,000 - $250,000
Machine Learning
Senior Software Engineer
In-Person
1 - 10 Employees
4+ years of experience
AI · Finance

Description For Senior Machine Learning Engineer

Casca is revolutionizing the banking industry by building AGI-powered solutions that automate 90% of manual processes. As a Senior Machine Learning Engineer, you'll be working on their AI-native Loan Origination System featuring Sarah, an AI Agent that handles small business loan applications. The company, founded by an all-Stanford team including Lukas (Stanford MBA) with experience growing a banking software company to $150M+ ARR, and Isaiah (Stanford CS) who built a conversational AI platform handling 20M+ conversations annually, is focused on making bank funding more accessible to small businesses.

The role offers an opportunity to directly impact the financial landscape for 30M+ small businesses in the US by creating more efficient, affordable funding solutions. You'll be working with cutting-edge AI technology, developing features that automate thousands of real-world conversations, and implementing engineering best practices in a fast-paced startup environment.

The company culture emphasizes ownership and excellence, with a team of former competitive athletes and gamers who are driven to succeed. You'll be contributing to a mission-critical platform that helps banks operate more efficiently while making financial services more accessible to small businesses. The position requires expertise in machine learning, natural language processing, and full-stack development, offering the chance to work with modern technologies including Python, LangChain, React, and TypeScript.

This is an ideal opportunity for an experienced engineer who wants to make a significant impact in the intersection of AI and banking, working directly with founders who have proven track records in both technology and business scaling.

Last updated 7 hours ago

Responsibilities For Senior Machine Learning Engineer

  • Contribute to software platform that automates the lending process
  • Develop and own new features that increase value for customers
  • Propose improvements to AI system, software architecture and design patterns
  • Drive engineering best practices
  • Leverage automated testing and CI/CD for rapid product iteration

Requirements For Senior Machine Learning Engineer

Python
TypeScript
PostgreSQL
React
Node.js
  • 4+ years of experience in software engineering
  • Strong skillset in natural language processing, machine learning and full-stack development
  • Proven track record of planning and executing significant projects
  • Solid understanding of modern programming languages and AI frameworks
  • Experience with database technologies (Postgres) and cloud platforms (AWS)
  • Strong problem-solving skills and innovative thinking
  • Excellent communication skills and collaborative team spirit

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