招聘
薪酬
$177,688 - $341,734
福利待遇
•Parental Leave
•Equity
•Healthcare
•Remote Work
必备技能
SQL
PyTorch
Apache Spark
About the Team
The Data-Search-Tik Tok-Local Services team enhances local services by improving user discovery of hospitality, dining, and leisure experiences while driving ecosystem growth. They leverage large-scale machine learning to refine search and recommendation systems, focusing on personalized relevance, CTR/CVR prediction, and optimized conversion efficiency for billions of users.
Responsibilities
- Support the local video service business to enhance user discovery of life services such as hospitality, dining, and leisure
- Improve the search experience in local services and promote ecosystem growth
- Utilize large-scale machine learning techniques in search and recommendation scenarios with billions of users to:
- Improve user shopping experiences
- Enhance conversion efficiency
- Design and implement local services search algorithms across the full stack, including:
- Query analysis, relevance, recall, coarse ranking, fine ranking, and blended ranking
- Personalized behavior modeling for relevance computation
- CTR (Click-Through Rate) prediction, CVR (Conversion Rate) prediction
- Vector recall and value blending
Minimum Qualifications
- Excellent analytical and problem-solving skills
- Strong foundation in machine learning and deep learning, with experience in NLP (Natural Language Processing)
- Exceptional coding skills with solid knowledge of data structures and algorithms
- Proficiency in Linux development environments
Preferred Qualifications
- Prior experience in search, recommendation, or advertisement algorithms
- Familiarity with local life services and e-commerce businesses
Compensation
The base salary range for this position in the selected city is $177,688 - $341,734 annually.
Compensation may vary outside of this range depending on a number of factors, including a candidate's qualifications, skills, competencies and experience, and location. Base pay is one part of the Total Package that is provided to compensate and recognize employees for their work, and this role may be eligible for additional discretionary bonuses/incentives, and restricted stock units.
Benefits
Benefits may vary depending on the nature of employment and the country work location. Employees have day one access to:
- Medical, dental, and vision insurance
- 401(k) savings plan with company match
- Paid parental leave
- Short-term and long-term disability coverage
- Life insurance
- Wellbeing benefits
- 10 paid holidays per year
- 10 paid sick days per year
- 17 days of Paid Personal Time (prorated upon hire with increasing accruals by tenure)
The Company reserves the right to modify or change these benefits programs at any time, with or without notice.
Additional Information for Los Angeles County (Unincorporated) Candidates
Qualified applicants with arrest or conviction records will be considered for employment in accordance with all federal, state, and local laws including the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act. Our company believes that criminal history may have a direct, adverse and negative relationship on the following job duties, potentially resulting in the withdrawal of the conditional offer of employment:
- Interacting and occasionally having unsupervised contact with internal/external clients and/or colleagues
- Appropriately handling and managing confidential information including proprietary and trade secret information and access to information technology systems
- Exercising sound judgment
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关于TikTok

TikTok
Late StageA short-form video entertainment app and social network platform
10,001+
员工数
Los Angeles
总部位置
$220B
企业估值
评价
3.8
10条评价
工作生活平衡
2.8
薪酬
3.7
企业文化
4.1
职业发展
3.2
管理层
2.9
68%
推荐给朋友
优点
Great team dynamics and support
Innovative and creative culture
Good learning opportunities
缺点
Work-life balance challenges
Fast-paced and stressful environment
High expectations and tight deadlines
薪资范围
49个数据点
Mid/L4
Senior/L5
Mid/L4 · Applied AI Product Data Scientist
1份报告
$273,000
年薪总额
基本工资
$210,000
股票
-
奖金
-
$273,000
$273,000
面试经验
2次面试
难度
4.0
/ 5
时长
21-35周
体验
正面 0%
中性 0%
负面 100%
面试流程
1
Application Review
2
Recruiter Screen
3
Online Assessment
4
Behavioral Interview
5
Final Round
6
Offer
常见问题
Coding/Algorithm
Behavioral/STAR
Technical Knowledge
Culture Fit
新闻动态
Hollywood wants to be TikTok. TikTok wants to be TV - Axios
Axios
News
·
3d ago
Hundreds of Fake Pro-Trump Avatars Emerge on Social Media - The New York Times
The New York Times
News
·
3d ago
Firefighters warn parents about dangerous TikTok trends sending kids to hospitals - WFSB
WFSB
News
·
3d ago
QVC prepares for bankruptcy protection in the era of influencers, TikTok and Temu - Chicago Tribune
Chicago Tribune
News
·
4d ago