Meta is seeking a Software Engineer to apply their skills to massive social data and prediction problems on the web, focusing on areas like payment fraud, click-through rate prediction, and recommendation systems.
Requirements
- 12+ years of experience in programming languages (Python, C++, or Java) with technical background.
- 8+ years of experience in one or more of the following areas: machine learning, recommendation systems, pattern recognition, data mining or deep learning based methods.
- Experience in programming languages (Python, C++, or Java) with technical background.
- Experience in machine learning, recommendation systems, pattern recognition, data mining or deep learning based methods.
Responsibilities
- Develop highly scalable classifiers and tools leveraging machine learning, data regression, and rules-based models.
- Adapt standard machine learning methods to best exploit modern parallel environments (e.g. distributed clusters, multicore SMP, and GPU).
- Drive the team's goals & technical direction to pursue opportunities that make your larger organization more efficient.
- Effectively communicate complex features & systems in detail.
- Understand industry & company-wide trends to help assess & develop new technologies.
- Suggest, collect and synthesize requirements and create an effective feature roadmap.
Other
- Experience leading projects with industry-wide impact.
- Experience communicating and working across functions to drive solutions.
- Experience in mentoring/influencing engineers across organizations.
- Proven track record of planning multi-year roadmap in which short-term projects ladder to the long-term vision.
- Experience in driving large cross-functional/industry-wide engineering efforts.
