Machine Learning Engineer - Integrity and Anti-Abuse Facebook
Seattle, WA

Job Description

Facebook is seeking Machine Learning Engineers to join our engineering team. The ideal candidate will have industry experience working on a range of classification, ranking and optimization problems, e.g. payment fraud, abuse detection, click-fraud detection, quality-based ranking, bad actor behavior modeling, adversarial ML, or spam detection. The position will involve taking these skills and applying them to some of the most exciting and massive social data, actor and content understanding problems that exist on the web.

RESPONSIBILITIES

* Develop situational awareness in a highly adversarial environment and keep Facebook's anti-abuse capabilities ahead of our attackers



Develop highly scalable classifiers and tools leveraging machine learning, data regression, and rule-based models

Suggest, collect and synthesize requirements and create effective feature roadmap

Apply state-of-the-art ML techniques to a broad range of products and use cases

Extend state-of-the-art ML on areas such as actor profiling, content understanding (text, image, video, audio, web) as well as new adversarial ML techniques

Analyze the latest attacker techniques and apply solutions to detect them holistically and stop them proactively

Take a leadership role in driving anti-abuse initiatives across the company

MINIMUM QUALIFICATIONS

* MS degree or Ph.D. degree in Computer Science or related quantitative field



5+ years of industry engineering experience in one or more of the following areas: machine learning, anomaly detection, recommendation systems, pattern recognition, data mining, content understanding or artificial intelligence

Experience performing data analysis and translating the results into business recommendations

Experience with Hadoop/HBase/Pig or MapReduce/Sawzall/Bigtable

Knowledge developing and debugging in C/C++ and Java

Experience with scripting languages such as Perl, Python, PHP, and shell scripts

Facebook is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, you may contact us at accommodations-ext@fb.com.