Job Information
Meta Software Engineer, Machine Learning in Singapore
Summary:
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.
Required Skills:
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
Minimum Qualifications:
Minimum Qualifications:
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.
Preferred Qualifications:
Preferred Qualifications:
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
Industry: Internet