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Algorithm Engineer - TikTok Location Based Services (Singapore)

TikTok

Algorithm Engineer - TikTok Location Based Services (Singapore)

TikTok

Singapore

·

On-site

·

Full-time

·

1mo ago

Benefits & Perks

Team events and activities

401(k) matching

Professional development budget

Comprehensive health, dental, and vision insurance

Flexible work arrangements

Parental leave

Learning

Healthcare

Flexible Hours

Parental Leave

Required Skills

TypeScript

Python

PostgreSQL

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

View Company Profile

Responsibilities

Tik Tok LBS Platform's goal is to build a global high-quality LBS database and high-performance LBS services that connects Tik Tok users with nearby merchants and local services.

  • Build a global POI (Point of Interest) database, multi source POI integration and POI nearby search service to support Tik Tok local services.
  • Build geocoding database, geocoding service, and IP Location service to support Tik Tok local services and monetization product

Here, you'll be exploring cutting-edge technology alongside experts, pushing the boundaries of imagination. Here, every line of your code will serve billions of users. Here, the team is professional and driven, with a collaborative atmosphere that is equal and relaxed.

  • Build location models based on multi-source data such as GPS, IP, base stations, and Wi Fi, optimize location strategies, and continuously improve location accuracy.
  • Responsible for mining and tagging global user profiles to understand users' behaviors.
  • Apply big location data to provide customized solutions with higher efficiency, better results, and lower costs for Tik Tok's commercialization, local services, e-commerce, and other businesses to continuously enhance industry competitiveness.

Qualifications

Minimum Qualifications:

  • Strong programming skills, solid foundation in data structures and algorithms, and excellent system design capability.
  • Solid knowledge of machine learning and deep learning theories, with hands-on experience and understanding of common problems and solutions in model iteration optimization.

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  • Experience in IP, base station, Wi Fi network location optimization, with deep understanding of systematic construction and optimization of location capabilities domestically or overseas.

Preferred Qualifications:

  • Good communication and requirement understanding skills to efficiently collaborate with PMs for project iteration.
  • Strong sense of ownership, good learning ability, and capability to grow rapidly with the team.
  • Experience in overseas location and spatiotemporal data mining is preferred.

Client-provided location(s): Singapore

Job ID: Tik Tok-7502389963713022226

Employment Type: OTHER

Posted: 2025-05-13T12:28:10
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

Hear directly from employees about what it is like to work at Tik Tok.

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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

Junior/L3

Junior/L3 · Anti-Fraud Data Analyst

3 reports

$143,750

total / year

Base

$125,000

Stock

-

Bonus

-

$126,500

$163,300

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