Algorithm Engineer (Recommendation) - Video Recommendation-Music
Responsibilities
About the Team
The TikTok Music Recommendation Team is dedicated to leveraging recommendation-related technologies to continually enhance the music ecosystem of the TikTok. At the user level, we assist listeners in discovering, enjoying, and utilizing music for video creation through personalized recommendation algorithms. At the musical level, we influence and guide music trends by improving music ecosystem and refining promotional strategies, thereby amplifying TikTok's influence within the music industry.
Responsibilities
- Understand machine learning techniques and business objectives, end-to-end own recommendation system and responsible for user can better discover and consume music in TikTok.
- Build industry leading recommendation systems for providing accurate music recommendations and high-quality music experience during the user's creation process, improving user's creative experience.
- Focus on building algorithms for music promotion, guiding music trends and amplifying TikTok Music's influence within the music industry.
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- Run experiments to test the performance of deployed models, and identifies and resolves bugs that arise in the process.
- Work together with cross functional teams, such as product managers and data analysts, to grow TikTok Muisc business.
Qualifications
Minimun Qualifications
- Bachelor's degree or above majoring in Computer Science, or related fields.
- 2 years and above relevant experience in one or more of the following areas: machine learning, recommendation systems or other related areas, with solid experience with data structures and algorithms.
- Strong coding skills in at least one of the following programming languages, e.g. Python, Java, C/C++, etc.
- Familiar with the training and deployment of one or more framework models of TensorFlow/PyTorch/MXNet.
- Able to break down and solve problems independently with good teamwork and a passion for tackling challenging problems
- Excellent business sense and communication skills, able to work with PM to promote business development
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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