ByteDance

2 days ago

Machine Learning Engineer Graduate (Global E-Commerce, Platform Governance) - 2026 Start (BS/MS)

✓ Verified Job

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

Source: Company careers pageValidated by: Fursa AI

Last checked: 1 hour agoStatus: Live

Job Summary

Build and deploy machine learning and graph/sequence models to detect risks and low-quality merchants, products, and creators across ByteDance’s e-commerce ecosystem. You’ll develop data models that improve product experience and operational efficiency, contribute to large-scale network and graph learning infrastructure, and apply cutting-edge ML techniques for scalable, optimized production systems. You must commit to an onboarding date by end of 2026.

Location: Singapore

Workplace: Onsite

Employment Type: Full time

Job Function: Data Science & Machine Learning

Seniority: Graduate level

Key Responsibilities

•Use algorithms to mine, identify, and predict risks and low-quality merchants, products, and creators in e-commerce scenarios.
•Identify events and behaviors affecting product experience and efficiency, and build data models to support a favorable ecosystem and business operations.
•Contribute to data building and model development for entities such as e-commerce live streaming/video, products, merchants, and creators, including content understanding and multimodal representation.
•Participate in building a large-scale graph storage and graph learning platform to improve relationship building and governance in the e-commerce community.
•Research and implement cutting-edge machine learning/graph learning/sequence learning technologies and support scalable, optimized ML models for production.

Key Requirements

•Completing or recently completed a Bachelor’s/ Master’s degree in Software Development, Computer Science, Computer Engineering, or related technical discipline.
•Strong coding skills and familiarity with deep learning/graph neural network/machine learning frameworks such as PyTorch, TensorFlow, DGL, pyg, or sklearn.
•Knowledge of machine learning/graph learning/sequence learning algorithms (e.g., graph modeling, node/subgraph classification, community mining, representation learning, self-supervised/semi-supervised learning).
•Relevant industry experience with a solid theoretical foundation in machine learning.
•Ability to apply ML techniques in practical business scenarios (as implied by the role and preferred focus areas).

Skills:TeamworkCommunication

Tech Stack:PyTorchTensorFlowDGLPygSklearnNumpyPandasHiveSparkHadoop

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 Engineer Graduate (Global E-Commerce, Platform Governance) - 2026 Start (BS/MS)

✓ Verified Job

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

Source: Company careers pageValidated by: Fursa AI

Last checked: 1 hour agoStatus: Live

Job Summary

Location: Singapore

Workplace: Onsite

Employment Type: Full time

Job Function: Data Science & Machine Learning

Seniority: Graduate level

Key Responsibilities

•Use algorithms to mine, identify, and predict risks and low-quality merchants, products, and creators in e-commerce scenarios.
•Identify events and behaviors affecting product experience and efficiency, and build data models to support a favorable ecosystem and business operations.
•Contribute to data building and model development for entities such as e-commerce live streaming/video, products, merchants, and creators, including content understanding and multimodal representation.
•Participate in building a large-scale graph storage and graph learning platform to improve relationship building and governance in the e-commerce community.
•Research and implement cutting-edge machine learning/graph learning/sequence learning technologies and support scalable, optimized ML models for production.

Key Requirements

•Completing or recently completed a Bachelor’s/ Master’s degree in Software Development, Computer Science, Computer Engineering, or related technical discipline.
•Strong coding skills and familiarity with deep learning/graph neural network/machine learning frameworks such as PyTorch, TensorFlow, DGL, pyg, or sklearn.
•Knowledge of machine learning/graph learning/sequence learning algorithms (e.g., graph modeling, node/subgraph classification, community mining, representation learning, self-supervised/semi-supervised learning).
•Relevant industry experience with a solid theoretical foundation in machine learning.
•Ability to apply ML techniques in practical business scenarios (as implied by the role and preferred focus areas).

Skills:TeamworkCommunication

Tech Stack:PyTorchTensorFlowDGLPygSklearnNumpyPandasHiveSparkHadoop

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