Feed Algorithmics Engineer

Role overview

Responsibilities

• check_circle Design and implement machine learning models to improve personalized content recommendations, spam detection, labeling, and more.
• check_circle Work with the giant open dataset, the Bluesky social graph, and its content.
• check_circle Run machine learning tests and experiments, documenting findings and results for future iterations.
• check_circle Ensure algorithms deliver accurate user recommendations and optimized experiences.
• check_circle Train, retrain, and monitor machine learning systems to maintain model effectiveness.
• check_circle Operate and run machine learning systems at scale in production environments.

Basic qualifications

• 3+ years of recent experience in machine learning or data science roles.
• Proficiency in Python and experience with PyTorch and related modules.
• Willingness and a knack for rapid experimentation.
• Familiarity with data structures, data modeling, and software architecture.
• Experience with high-scale technologies.
• Experience in recommendation systems, user behavior modeling, and social graph analysis.
• Familiar or proficient with Golang, our ML code interfaces with it heavily
• Ability to extend and optimize existing machine learning libraries and frameworks.
• Excellent time management and organizational skills.
• Strong communication skills and a collaborative mindset for working with cross-functional teams.