
Data-Driven Innovator
1 day ago
Unlock Your Potential as a Machine Learning Engineer
At our innovative organization, we're dedicated to harnessing the power of data science to drive meaningful impact. With a presence in emerging markets worldwide, our mission is to provide fair financial access to everyone.
We're a forward-thinking company that leverages machine learning to reduce the cost of delivering financial services. Our team is led by industry experts, and we present a rich opportunity for growth in rapidly evolving markets.
We value diversity and are committed to creating an inclusive working environment where individuals from all backgrounds can thrive.
Job Overview
As a Machine Learning Engineer, you'll collaborate closely with other Engineers, Product Managers, and underwriters to develop, improve, and deploy machine learning models and solve optimization problems. We utilize machine learning extensively in our credit product, where it's used for underwriting and loan servicing decisions.
Machine learning sits at the intersection of computer science, statistics, operations research, and data science. At our organization, we believe that impactful machine learning needs to be closely embedded into the rest of the product development and software engineering process.
Key Responsibilities
- Credit Decisions: You'll build signals from unstructured and structured data to identify good borrowers.
- Customer Service: You'll automate customer service interactions using machine learning and NLP.
- Fraud Prevention: You'll identify patterns of fraudulent behavior and build models to detect and prevent these behaviors.
Requirements
- 2+ years of hands-on experience building software in a production environment, preferably in a startup or early-stage team.
- Excellent software engineering and programming skills, especially Python and SQL.
- A diverse range of data skills, including experimentation, statistics, and machine learning, and have used these skills to inform business decisions.
What We Offer
- A mission-driven, fast-paced, and entrepreneurial environment.
- A competitive salary and equity package.
- A collaborative and flat company culture.
Grow with Us
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