採用
Benefits & Perks
•Remote work flexibility
•Annual team offsites
•Top Tier compensation with equity
•Learning and development stipend
•Health, dental, and vision coverage
Required Skills
TensorFlow
PyTorch
Airflow
Responsibilities
Tik Tok-Data Video Recommendation Team is responsible for the personalized recommendation algorithms for Tik Tok's hundreds of millions of global users. Here, you will collaborate with top algorithm engineers in the industry, leveraging your expertise in deep learning, recommendation algorithms, and large models to continuously transform and enhance the Tik Tok user experience and content ecosystem.
- Build industry leading recommendation system, develop highly scalable classifiers and tools leveraging machine learning
- Understand product objectives and machine learning techniques, improve model and recommendation strategy
- Understand user behavior and apply Machine Learning algorithms to optimize push notification and production experience
- Work with Tik Tok cross functional teams to grow Tik Tok in important regional markets
Qualifications
Minimum Qualifications
- Bachelor's degree or above in computer science or a related technical discipline
- Solid experience with data structures or algorithms
- Software development experience through hands on coding in a general purpose programming language
- Experience in one or more of the following areas: machine learning, recommendation systems, data mining or other related areas
- Strong communication and teamwork skills
- Passion about technologies and solving challenging problems
Preferred Qualifications
- Minimum 3 years of relevant work experience from a large-scale internet business
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About TikTok

TikTok
Late StageA short-form video entertainment app and social network platform
10,001+
Employees
Los Angeles
Headquarters
$220B
Valuation
Reviews
3.1
3 reviews
Work Life Balance
1.5
Compensation
2.0
Culture
1.2
Career
1.8
Management
1.0
5%
Recommend to a Friend
Pros
Limited positive feedback available
Company size allows for potential opportunities
Technology platform experience
Cons
Mass layoffs and poor handling of terminations
Unprofessional management and HR behavior
Exposure to traumatic content without adequate support
Salary Ranges
52 data points
Mid/L4
Senior/L5
Mid/L4 · Applied AI Product Data Scientist
1 reports
$273,000
total / year
Base
$210,000
Stock
-
Bonus
-
$273,000
$273,000
Interview Experience
4 interviews
Difficulty
3.5
/ 5
Duration
21-35 weeks
Experience
Positive 0%
Neutral 25%
Negative 75%
Interview Process
1
Application Review
2
Recruiter Screen
3
Online Assessment
4
Technical Phone Screen
5
Onsite/Virtual Interviews
6
Team Matching
7
Offer
Common Questions
Coding/Algorithm
System Design
Behavioral/STAR
Technical Knowledge
Data Structures
News & Buzz
25-Year-Old TikTok Star Khaby Lame Sells His Media Company for Nearly $1B - observer.com
Source: observer.com
News
·
5w ago
TikTok users say they're being censored after new owners were announced. The company says it's a tech issue. - Reason Magazine
Source: Reason Magazine
News
·
5w ago
TikTok users can't upload anti-ICE videos. The company blames tech issues
HN
·
5w ago
·
1,490
·
1000
TikTok is investigating why some users can't write 'Epstein' in messages - NPR
Source: NPR
News
·
5w ago