Senior Machine Learning Engineer - Data Recommendation (capcut)

ByteDance · Big Tech · San Jose, CA · R&D

Senior Machine Learning Engineer focused on recommendation algorithms for video creation tools like CapCut and Hypic, aiming to optimize content distribution and drive user growth.

What you'd actually do

Globally optimize the core recommendation algorithms and strategies for video creation tools, including CapCut and Hypic.
Enhance user growth efficiency by optimizing the distribution of content created with CapCut, Hypic, and other similar tools.
Improve user experiences during creation by leveraging a deep understanding of user behavior and state-of-the-art machine learning technologies.

Skills

Required

Machine learning
Data structures
Algorithms
Problem analysis
Problem solving

Nice to have

Computer vision
Natural language processing
Data mining

What the JD emphasized

core recommendation algorithms
user growth efficiency
state-of-the-art machine learning technologies

Other signals

recommendation algorithms
user growth optimization
content distribution
machine learning technologies

Read full job description

Team Introduction: Our team is responsible for the recommendation algorithms of video creation tools worldwide. We oversee recommendation distribution and user growth optimization across all ByteDance apps, including Jianying, CapCut, and Hypic, to enhance content distribution efficiency and drive user growth.

Responsibilities:

Globally optimize the core recommendation algorithms and strategies for video creation tools, including CapCut and Hypic.
Enhance user growth efficiency by optimizing the distribution of content created with CapCut, Hypic, and other similar tools.
Improve user experiences during creation by leveraging a deep understanding of user behavior and state-of-the-art machine learning technologies.

Requirements

Minimum Qualifications:

Strong coding skills with a solid foundation 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.