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职位TikTok

Tech Lead Manager - Large Vision Model Systems

TikTok

Tech Lead Manager - Large Vision Model Systems

TikTok

San Jose, CA

·

On-site

·

Full-time

·

2mo ago

薪酬

$208,800 - $616,000

福利待遇

Equity

Healthcare

Parental Leave

必备技能

React

TypeScript

Node.js

Team Introduction

  • The Intelligent Creation
  • AI Platform team is a team focusing on building advanced end-to-end AI production pipelines, including deep learning model training, optimization, deployment and applications. We provide AI capabilities to empower content creation and consumption on Tik Tok and serve billions of users.

The team is looking for a strong software engineer leader who can take initiatives and lead teams to design and implement highly efficient engineering systems for generative AI tasks, including but not limited to model training and optimization, model deployment with efficient hardware consumption, and applications such as image/video processing and interactive editing.

Responsibilities

  • Lead and mentor a team of AIGC engineers to support Tik Tok for large vision model engineering including data, inference service and applications.
  • Drive the design and evolution of large-scale distributed systems that power vision and generative AI models for Tik Tok products.
  • Collaborate with algorithm and product teams to build and scale large vision and generative AI systems, delivering cutting-edge AIGC capabilities to Tik Tok products.

Qualifications

Minimum Qualifications

  • B.S./M.S./Ph.D. in Computer Science or related fields with 7+ years of software development experience.
  • 5+ years of Python/C/C++/Go experience.
  • Experience in designing large-scale service systems or model serving platforms with deep learning components, familiar with RPC frameworks, high-concurrency systems, and distributed architectures.
  • With at least 5 years in a leadership or technical lead role.
  • Excellent communication and teamwork skills.
  • Familiar with transformer-based and diffusion-based generative models, and understanding of large vision or multimodal foundation model systems.

Compensation

The base salary range for this position in the selected city is $208,800 - $616,000 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, 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.

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:

  1. Interacting and occasionally having unsupervised contact with internal/external clients and/or colleagues;
  2. Appropriately handling and managing confidential information including proprietary and trade secret information and access to information technology systems; and
  3. Exercising sound judgment.

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关于TikTok

TikTok

TikTok

Late Stage

A 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

Mid/L4 · 2D 3D Artist

1份报告

$195,000

年薪总额

基本工资

$150,000

股票

-

奖金

-

$195,000

$195,000

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