Senior Machine Learning Engineer - Remote

Overview

Oportun is a mission-driven fintech that empowers its members with intelligent borrowing, savings, and budgeting capabilities.

In Short

• Lead the development of ML infrastructure from model training to deployment.
• Design and implement scalable ML pipelines using Databricks, PySpark, AWS SageMaker, and Python.
• Leverage FastAPI for building and deploying RESTful APIs for model serving.
• Utilize Kubernetes and Docker for containerization and orchestration.
• Integrate with databases like MongoDB, MariaDB, and DynamoDB.
• Develop and optimize real-time and batch feature pipelines.
• Deploy ML models in production ensuring high performance.
• Mentor junior engineers on best practices in ML development.
• Build and maintain automated CI/CD pipelines using Jenkins and Docker.
• Collaborate closely with data scientists and engineers.

Requirements

• 5+ years in ML system design and deployment.
• Strong proficiency in Python, PySpark, and AWS services.
• Experience with Docker and Kubernetes.
• Familiarity with monitoring tools like New Relic.
• Ability to adapt to new tools and frameworks.
• Strong problem-solving and collaboration skills.

Benefits

• Inclusive culture fostering diversity and belonging.
• Opportunity to lead technology efforts in large initiatives.
• Mentorship opportunities for career growth.
• Work with a dynamic team in a mission-driven environment.