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Tech Lead Manager - Large Vision Model Systems

TikTok

Tech Lead Manager - Large Vision Model Systems

TikTok

San Jose, CA

·

On-site

·

Full-time

·

1mo ago

Compensation

$208,800 - $616,000

Benefits & Perks

Competitive salary and equity package

Comprehensive health, dental, and vision insurance

Parental leave

Generous paid time off and holidays

Equity

Healthcare

Parental Leave

Required Skills

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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About TikTok

TikTok

TikTok

Late Stage

A 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

Mid/L4 · 2D 3D Artist

1 reports

$195,000

total / year

Base

$150,000

Stock

-

Bonus

-

$195,000

$195,000

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