Job Summary
We are seeking a Machine Learning Engineer to design and develop advanced machine learning models that predict and model creditworthiness, transaction labeling, identity mapping, underwriting, cash flow, lease renewals, and other key financial factors.
This role will work closely with the Data Analytics and Data Engineering teams to ensure the models are trained on high-quality data and integrated into production systems.
The ideal candidate will have a strong understanding of statistical and machine learning techniques for predictive modeling, classification, and regression.
Responsibilities
* Design and develop machine learning models using Python and SQL
* Work with large-scale datasets generated from AWS and Snowflake environments
* Collaborate with Data Analytics and Data Engineering teams to integrate models into production systems
* Translate model insights into actionable strategies that drive business decisions and financial inclusion
* Couch and mentor fellow data analysts and data engineers
* Ensure efficient delivery through effective planning, prioritizing, and developing, testing, and releasing work
Requirements
* Master's degree in mathematics, statistics, economics, computer science, or other quantitative disciplines with a focus on data analysis
* Strong experience in AI and ML in the financial technology or service industry, including working with credit and financial datasets
* Proven track record in building and deploying machine learning models, with a strong understanding of the theory and tradeoffs behind these techniques
* Proficiency in statistical and machine learning techniques for predictive modeling, classification, and regression
* Very strong knowledge of Python and SQL
* Strong experience with AWS cloud services and tools, including AWS SageMaker for model development, training, and deployment
* Experience implementing DataOps, MLOps, and/or DevSecOps in the AI, ML, and software development lifecycle
* Experience working with LLM frameworks such as HuggingFace libraries and with agent-based frameworks such as LangChain and Mirascope
* Familiarity with Snowflake for cloud data warehousing, data integration, and efficient handling of large-scale data storage and processing
About Us
We offer competitive salary, remote first work environment, and a range of benefits designed to support your personal and professional growth.
Benefits
* Competitive Salary
* Remote First Work Environment