We are hiring ML engineers and research scientists at all levels to build state-of-the-art recommendations on Facebook for both News Feed and Video & Reels. Videos (Reels, long videos, and Live streams) are increasingly the formats of choice across the social media industry. In addition, AI-recommended content from accounts you don't follow is now the fastest growing category of content on Facebook's feed. Making all these formats & product surfaces successful is a top priority for Facebook.
Software Engineer, Machine Learning Responsibilities:
- Play a critical role in setting the direction and goals for a sizable team, in terms of project impact, ML system design, and ML excellence
- Understand industry & company-wide trends to help assess & develop new technologies
- Re-evaluate the tradeoffs of already shipped features/ML systems, and you are able to drive large efforts across multiple teams to reduce technical debt, designing from first principles when appropriate
- Leading a team from a technical perspective to develop ML best practices and influence engineering culture
- Be a go-to person to escalate the most complex online/production performance and evaluation issues, that require an in depth knowledge of how the machine learning system interacts with systems around it
- Suggest, collect and synthesize requirements and create effective feature roadmap
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- Experience with developing machine learning models at scale from inception to business impact
- Experience leading projects with industry-wide impact
- Vast experience communicating and working across functions to drive solutions
- Experience demonstrating technical leadership working with teams, owning projects, defining and setting technical direction for projects
- Significant experience in one or more of the following areas: machine learning, recommendation systems, pattern recognition, NLP, data mining, or artificial intelligence
- Knowledge developing and debugging in C/C++ and Java, or experience with scripting languages such as Python, Perl, PHP, and/or shell scripts
- Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
- Exposure to architectural patterns of large scale software applications
- Experience in shipping products to millions of customers or have started a new line of product
Meta builds technologies that help people connect, find communities, and grow businesses. When Facebook launched in 2004, it changed the way people connect. Apps like Messenger, Instagram and WhatsApp further empowered billions around the world. Now, Meta is moving beyond 2D screens toward immersive experiences like augmented and virtual reality to help build the next evolution in social technology. People who choose to build their careers by building with us at Meta help shape a future that will take us beyond what digital connection makes possible today-beyond the constraints of screens, the limits of distance, and even the rules of physics.