
Leading short-form video platform
Machine Learning Engineer, Search Recommendation
보상
$118,657 - $259,200
복지 및 혜택
•무제한 휴가
•육아휴직
필수 스킬
Python
TensorFlow
PyTorch
About Us
Tik Tok is the leading destination for short-form mobile video and our mission is to inspire creativity and bring joy.
Size: 5001-10000 employees
Industry: Entertainment & Gaming, Social Media, Technology
Responsibilities
About the Team:
The Search Growth team is at the forefront of developing the search recommendation algorithm for Tik Tok's rapidly expanding global e-commerce enterprise. Utilizing cutting-edge machine learning technology, advanced NLP, CV, recommendation, and multi-modal technology, we're shaping a pioneering engine within the industry. Our objective is to deliver the ultimate e-commerce search experience to over 1 billion active Tik Tok users worldwide. Our mission: to create a world where "there are no hard-to-sell, overpriced products."
Responsibilities:
- What You'Il Do
- Enhance search recommendation services and models for Tik Tok, driving increased search traffic on Tik Tok and Tik Tok Mall, while also improving user's search understanding.
- Optimize the recommender system based on hyperscale machine learning models, covering a range of tasks from recall/first-stage ranking to final-stage ranking in the end-to-end workflow.
- Explore the upper limits of short text recommendation and general recommendation technology, with a focus on the interaction between recommendation and NLP technology.
Qualifications
- Minimum Qualifications
- 3+ years of work experience in machine learning. Good product sense with a focus on user experience.
- Bachelor or advanced degree in computer science or a related technical discipline.
- Excellent coding skills. Solid knowledge of data structure and algorithms.
- Excellent in analysis, modeling and problem-solving, and can see the essence of problems from complex data.
Job InformationFor Pay Transparency Compensation Description (annually)
The base salary range for this position in the selected city is $118657 - $259200 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 may vary depending on the nature of employment and the country work location. Employees have day one access to medical, dental, and vision insurance, a 401(k) savings plan with company match, paid parental leave, short-term and long-term disability coverage, life insurance, wellbeing benefits, among others. Employees also receive 10 paid holidays per year, 10 paid sick days per year and 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.
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:
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Interacting and occasionally having unsupervised contact with internal/external clients and/or colleagues;
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Appropriately handling and managing confidential information including proprietary and trade secret information and access to information technology systems; and
-
Exercising sound judgment.
Email Address
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Client-provided location(s): San Jose, CA
Job ID: Tik Tok-7269820284705524023
Employment Type: OTHER
Posted: 2024-12-06T16:21:39
Apply on company site
Perks and Benefits
Health and Wellness
- Health Insurance
- Dental Insurance
- Vision Insurance
- HSA
- Life Insurance
- Fitness Subsidies
- Short-Term Disability
- Long-Term Disability
- On-Site Gym
- Mental Health Benefits
- Virtual Fitness Classes
Parental Benefits
- Fertility Benefits
- Adoption Assistance Program
- Family Support Resources
Work Flexibility
- Flexible Work Hours
- Hybrid Work Opportunities
Office Life and Perks
- Casual Dress
- Snacks
- Pet-friendly Office
- Happy Hours
- Some Meals Provided
- Company Outings
- On-Site Cafeteria
- Holiday Events
Vacation and Time Off
- Paid Vacation
- Paid Holidays
- Personal/Sick Days
- Leave of Absence
Financial and Retirement
- 401(K) With Company Matching
- Performance Bonus
- Company Equity
Professional Development
- Promote From Within
- Access to Online Courses
- Leadership Training Program
- Associate or Rotational Training Program
- Mentor Program
Diversity and Inclusion
- Diversity, Equity, and Inclusion Program
- Employee Resource Groups (ERG)
Company Videos
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TikTok 소개

TikTok
Late StageWhile TikTok remains accessible to civilians in most countries and regions, a minority — including India, Iran, China, and Afghanistan — have imposed nationwide bans. In the United States, legislation providing for a full ban was enacted but not implemented because of a restructure of U.S.
10,001+
직원 수
Los Angeles
본사 위치
$220B
기업 가치
리뷰
10개 리뷰
3.8
10개 리뷰
워라밸
2.8
보상
4.0
문화
4.2
커리어
3.5
경영진
2.5
72%
지인 추천률
장점
Great team dynamics and support
Innovative and creative culture
Good learning opportunities
단점
Poor work-life balance and long hours
High stress and overwhelming workload
Management and leadership issues
연봉 정보
58개 데이터
Junior/L3
Mid/L4
Senior/L5
Junior/L3 · ANTI-FRAUD DATA ANALYST - USDS
1개 리포트
$143,750
총 연봉
기본급
$125,000
주식
-
보너스
-
$143,750
$143,750
면접 후기
후기 2개
난이도
4.0
/ 5
소요 기간
21-35주
경험
긍정 0%
보통 0%
부정 100%
면접 과정
1
Application Review
2
Recruiter Screen
3
Online Assessment
4
Behavioral Interview
5
Final Round
6
Offer
자주 나오는 질문
Coding/Algorithm
Behavioral/STAR
Technical Knowledge
Culture Fit
최근 소식
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·
1w ago
How TikTok is reshaping discovery for potential Broadway audiences - Broadway News
Broadway News
News
·
1w ago
Leah Remini asks the TikTok children to please stop running into the Scientology building - AV Club
AV Club
News
·
1w ago
TikTok tests AI Remix option. What it is, how to opt out. - Mashable
Mashable
News
·
2w ago