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Machine Learning Engineer (Recommendation), CapCut

AT TikTok
TikTok

Machine Learning Engineer (Recommendation), CapCut

Singapore

Responsibilities

About The Team
The team is responsible for the recommendation algorithms of video creation tools globally, overseeing recommendation distribution and user growth optimization across all apps of CapCut, including Jianying, CapCut, Hypic, so as to enhance content distribution efficiency and user growth efficiency

Responsibilities:
- Optimize the core recommendation algorithms and strategy of video creation tools globally, including CapCut, Hypic, etc.
- Enhance user growth efficiency by optimizing distribution efficiency of content created by CapCut, Hypic, etc.
- Optimize user experiences during creation via a deep understanding of user behavior and state-of-the-art machine learning technologies.

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- Support the production of scalable and optimised AI/machine learning (ML) models
- Focus on building algorithms for the extraction, transformation and loading of large volumes of realtime, unstructured data to deploy AI/ML solutions from theoretical data science models.
- Run experiments to test the performance of deployed models, and identifies and resolves bugs that arise in the process.
- Work in a team setting and apply knowledge in statistics, scripting and programming languages required by the firm.
- Work with the relevant software platforms in which the models are deployed.

Qualifications

Minimum Qualifications:
- Strong coding skills in data structure and algorithms.
- Strong theoretical knowledge and practical experience in machine learning.
- Excellent problem analysis and solving skills, with passion for tackling challenging problems.
- Familiarity with one or more areas in machine learning, computer vision, natural language processing, or data mining.

Preferred Qualification:
- Strong practical ability, papers published in relevant competitions and top academic conferences (such as CVPR, ICCV, ECCV, etc.) are preferred.

Client-provided location(s): Singapore
Job ID: TikTok-7279056830109616441
Employment Type: Other

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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