T

TikTok

Short-form video platform with ads

Software Engineer Graduate - Recommendation Infrastructure

Applied Machine LearningConfirmed live in the last 24 hours
Full-timeSan Jose, CA, USAIn-person

About the Job

Requirements

  • Complete or have recently completed a Bachelor's degree in Computer Science or a related discipline.
  • Have strong programming skills, good code design and style, and familiarity with at least one of Go, C++, Java, or Python.
  • Have a solid understanding of data structures, algorithms, operating systems, computer networking, and distributed or scalable systems design.

Responsibilities

  • Participate in the design of the recommendation system to enhance development efficiency, performance, scalability, and recommendation effectiveness.
  • Build and maintain high-performance, high-availability online services, including retrieval, ranking orchestration, feature, and index services, for the TikTok recommendation system.
  • Build efficient and reliable data pipelines for candidate generation, profile generation, and training-example generation.
  • Optimize performance in the storage, computing, or application layer, including latency (P99), throughput, and resource cost at scale.
  • Troubleshoot production issues and build mechanisms that ensure operational stability, including capacity planning, disaster recovery, and monitoring.
  • Collaborate with machine learning engineers to productionize models efficiently and safely.

Desired Qualifications

  • Have an interest in recommendation systems and an understanding of their principles or execution processes.
  • Have internship experience in performance optimization or architecture work in high-traffic scenarios.
  • Be familiar with RPC frameworks, caching, or large-scale storage and messaging systems such as Redis and Kafka.

About the Company

TikTok

Short-form video platform with ads

TikTok is a short-form mobile video platform that lets people create, discover, and share quick videos. Users upload vertical clips, edit them with built-in tools, and browse a personalized feed powered by an algorithm that highlights relevant content. Advertisers can use in-feed ads, branded hashtags, and the Business Center to plan and measure campaigns, making it easy for brands to reach a global audience. Its goal is to inspire creativity and bring joy by helping people express themselves and by connecting brands with a wide audience.

Company size
10,001+
Company stage
Grant
Total funding
$740K
Headquarters
Santa Monica, CA
Founded
2016

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