Algorithm Engineer - TikTok Location Based Services (Singapore)
Responsibilities
TikTok LBS Platform's goal is to build a global high-quality LBS database and high-performance LBS services that connects TikTok 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 TikTok local services.
- Build geocoding database, geocoding service, and IP Location service to support TikTok 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 WiFi, optimize location strategies, and continuously improve location accuracy.
- Responsible for mining and tagging global user profiles to understand users' behaviors.
Want more jobs like this?
Get Software Engineering jobs in Singapore delivered to your inbox every week.
- Apply big location data to provide customized solutions with higher efficiency, better results, and lower costs for TikTok'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.
- Experience in IP, base station, WiFi 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.
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 TikTok.