Meta Platforms, Inc. is looking to solve problems related to massive social data and prediction, such as payment fraud, click-through or conversion rate prediction, click-fraud detection, ads/feed/search ranking, text/sentiment classification, collaborative filtering/recommendation, or spam detection.
Requirements
- Coding in C, C++, Java, or C
- Implementing web interfaces using JavaScript, HTML, or CSS
- Conducting design and code reviews
- Object- oriented software development
- Software development tools: Code editors (VIM or Emacs), and revision control systems (Subversion, GIT, or Perforce)
- Linux, UNIX, or other *nix-like OS as evidenced by file manipulation, advanced commands, and shell scripting
- Machine Learning Frameworks: PyTorch, MXNet, or Tensorflow
Responsibilities
- Research, design, develop, and test operating systems-level software, compilers, and network distribution software for massive social data and prediction problems.
- Work on a range of ranking, classification, recommendation, and optimization problems such as payment fraud, click-through or conversion rate prediction, click-fraud detection, ads/feed/search ranking, text/sentiment classification, collaborative filtering/recommendation, or spam detection.
- Work on problems of moderate scope, develop highly scalable systems, algorithms and tools leveraging deep learning, data regression, and rules based models.
- Suggest, collect, analyze and synthesize requirements and bottleneck in technology, systems, and tools.
- Develop solutions that iterate orders of magnitude with a higher efficiency, efficiently leverage orders of magnitude and more data, and explore state-of-the-art deep learning techniques.
- Adapt standard machine learning methods to best exploit modern parallel environment such as distributed clusters, multicore SMP, and GPU.
- Develop highly scalable systems, algorithms and tools
Other
- Master’s degree (or foreign equivalent) in Computer Science, Engineering, Mathematics, or a related field
- Completion of a university-level course, research project, or internship involving relevant technical skills
- Equal Employment Opportunity employer, does not discriminate based upon race, religion, color, national origin, sex, etc.
- Reasonable accommodations for qualified individuals with disabilities and disabled veterans in the job application procedures
- Individual compensation is determined by skills, qualifications, experience, and location
