ByteDance

2 days ago

Machine Learning Researcher-Search-Soaring Star Talent Program

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI

Last checked: 34 minutes agoStatus: Live

Job Summary

Research and build next-generation search algorithms and architectures for Douyin, Toutiao, and Xigua Video, covering NLP and NER, cross-modal (vision + language) retrieval, and large-scale streaming ML for personalized ranking and recommendations. Work on generative retrieval and LLM-based query understanding, and improve high-availability online services and distributed systems performance, including indexing efficiency, memory/disk optimization, and resource utilization.

Location: Singapore

Workplace: Onsite

Employment Type: Full time

Job Function: Data Science & Machine Learning

Key Responsibilities

•Innovate search algorithm and architecture R&D for products and businesses, using end-to-end machine learning modeling.
•Advance NLP capabilities across tasks such as word segmentation, NER, and multimodal pre-training.
•Develop cross-modal matching for semantic understanding and multimodal video retrieval.
•Research large-scale streaming ML for personalized ranking and recommendation in search.
•Design and optimize distributed and machine learning systems for high-scale data, including indexing efficiency and online service performance.

Key Requirements

•PhD (doctor degree) preferred in fields such as artificial intelligence, computer science, natural language processing, or computer vision.
•Experience or published papers in top AI conferences, or deep research experience.
•Strong foundation in machine learning/deep learning algorithms and coding skills.
•Proficiency in C/C++ or Python.
•Good team communication and collaboration skills.

Education:PhD / Doctorate in artificial intelligence, computer science, natural language processing, computer vision

Skills:Team communicationCollaborationResearch mindsetPassion for technologyIntellectual curiosity

Tech Stack:Machine LearningDeep LearningNLPNamed Entity Recognition (NER)Computer Vision (CV)MultimodalLarge Language Models (LLMs)Generative RetrievalRanking AlgorithmsRecommendation SystemsDistributed SystemsC++CPythonIndex compressionRecall modelingQuery analysisBatch-stream integrated systemsHigh-performance computing

Company Brief

ByteDance

Develops consumer internet and content platforms, including TikTok and other apps for short-form video, news, and entertainment. It also builds advertising, commerce, and creator tools that connect audiences, brands, and publishers across global markets.

Industry: Digital Media

Company Size: Enterprise (1,001+ employees)

Revenue: USD 1B+

Growth: Established Company

Headquarters: Beijing, China

Founded: 2012

Website LinkedIn

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ByteDance

2 days ago

Machine Learning Researcher-Search-Soaring Star Talent Program

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI

Last checked: 34 minutes agoStatus: Live

Job Summary

Location: Singapore

Workplace: Onsite

Employment Type: Full time

Job Function: Data Science & Machine Learning

Key Responsibilities

•Innovate search algorithm and architecture R&D for products and businesses, using end-to-end machine learning modeling.
•Advance NLP capabilities across tasks such as word segmentation, NER, and multimodal pre-training.
•Develop cross-modal matching for semantic understanding and multimodal video retrieval.
•Research large-scale streaming ML for personalized ranking and recommendation in search.
•Design and optimize distributed and machine learning systems for high-scale data, including indexing efficiency and online service performance.

Key Requirements

•PhD (doctor degree) preferred in fields such as artificial intelligence, computer science, natural language processing, or computer vision.
•Experience or published papers in top AI conferences, or deep research experience.
•Strong foundation in machine learning/deep learning algorithms and coding skills.
•Proficiency in C/C++ or Python.
•Good team communication and collaboration skills.

Education:PhD / Doctorate in artificial intelligence, computer science, natural language processing, computer vision

Skills:Team communicationCollaborationResearch mindsetPassion for technologyIntellectual curiosity

Company Brief

ByteDance

Industry: Digital Media

Company Size: Enterprise (1,001+ employees)

Revenue: USD 1B+

Growth: Established Company

Headquarters: Beijing, China

Founded: 2012

Website LinkedIn