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Data Infrastructure Architect for Ads Machine Learning

1 week ago


San Jose, California, United States TikTok Full time
About TikTok
TikTok is the leading destination for short-form mobile video, inspiring creativity and bringing joy to over 1 billion users. Our global offices span across Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul, and Tokyo.

Why Work with Us
We're a diverse and inclusive community that celebrates unique perspectives. Our mission is to create an environment where employees feel valued for their skills, experiences, and individuality. We're passionate about innovation and committed to driving engineering efforts across various teams and organizations.

The Ads System
Our ads system operates on a massive scale, serving millions of advertisers, clients, and influencers worldwide. The quality of our ads highly depends on handling vast amounts of data, with machine learning playing a crucial role in improving ad quality. The Ads machine learning data platform team builds efficient and stable infrastructure for collecting and processing data used in machine learning training, serving, and privacy enforcement. We're looking for a seasoned Data Infrastructure Architect to join our team.

Your Responsibilities
* Lead projects focused on building scalable and reliable ML-oriented data infrastructure systems
* Provide technical guidance and leadership to team members and project peers
* Communicate effectively with cross-functional teams, organizations, and stakeholders to drive engineering efforts
* Drive innovation, introducing new ideas and technologies

Your Qualifications
* Bachelor's degree in computer science or related fields
* At least 7 years of hands-on experience with complex and scalable machine learning systems
* 2+ years of experience as a tech lead
* Strong Computer Science fundamentals (algorithms, data structures, software design) and problem-solving skills
* Proficient coding skills and good understanding of algorithms, especially causal inference, uplift model, and deep learning
* Experience managing projects

PREFERRED REQUIREMENTS
* Experience in the Ads domain
* Experience with large-scale data processing infrastructure
TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives.