Software Engineer, Machine Learning

Meta is seeking a Software Engineer, Machine Learning to join its team in Singapore. The ideal candidate will have industry experience working on a range of recommendation, classification, and optimization problems. You will bring the ability to own the whole ML life cycle, define projects and drive excellence across teams. You will work alongside the world’s leading engineers and researchers to solve some of the most exciting and massive social data and prediction problems that exist on the web. **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 * Adapt standard machine learning methods to best exploit modern parallel environments (e.g., distributed clusters, multicore SMP, and GPU) * 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 * Develop highly scalable classifiers and tools leveraging machine learning, data regression, and rules based models * Suggest, collect and synthesize requirements and create effective feature roadmap * Code deliverables in tandem with the engineering team