Machine Learning Engineer

May 22, 2023

Refuel Operating Company, LLC

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Refuel is a buy-and-build platform focused on the highly fragmented retail fuel distribution sector.

1001 - 5000

Description

• Develop the core machine learning algorithms powering our platform, in domains such as representation learning, clustering and outlier detection in high dimensional spaces, improving label quality in real-world datasets, and active learning. • Keep up with state-of-the-art research in machine learning for content understanding. • Apply state of the art deep learning models developed internally and from the research community to solve problems for our customers. • Work closely with the rest of our engineering and design teams to identify feature and scalability improvements to our product. • Help define and evolve our engineering stack as we scale the product. • Help us hire a world-class team and mentor new team members.

Requirements

• Experience building ML applications for unstructured data (image, video, text, audio streams) including data collection, model development and deployment. • Familiarity with Python programming language. Hands-on experience with at least one of the popular deep learning frameworks like PyTorch and TensorFlow is a big plus. • Strong communication skills and enjoy working in a collaborative environment. We encourage open discussion and want the best ideas to win. • A curiosity about the early startup and company building journey. • Bonus: experience working with Machine learning stack in AWS, or published research in machine learning or related fields at conferences/journals

Benefits

• Competitive salary • Meaningful equity in the company • Opportunity to create a massive impact on the product and company as a member of the early team