Role overview
As a Feed Algorithmics Engineer at Bluesky, you will design, develop, and maintain machine learning systems for various parts of our stack. You will work on systems that directly impact the user's experience on the network, whether through content recommendation, spam detection, or automated labeling. Your work will augment the team's abilities to make the network a good place for all our users.
Responsibilities
- Design and implement machine learning models to improve personalized content recommendations, spam detection, labeling, and more.
- Work with the giant open dataset, the Bluesky social graph, and its content.
- Run machine learning tests and experiments, documenting findings and results for future iterations.
- Ensure algorithms deliver accurate user recommendations and optimized experiences.
- Train, retrain, and monitor machine learning systems to maintain model effectiveness.
- 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.
Tags & focus areas
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