9 hours ago

Machine Learning Engineer (User Growth & Intelligent Marketing) - Global e-Commerce

✓ Verified Job

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

Source: Company careers pageValidated by: Fursa AI

Last checked: 9 hours agoStatus: Live

Job Summary

Build and optimize TikTok e-commerce growth and marketing algorithms, including user value modeling, personalized messaging, recommendation systems, and intelligent marketing. Develop user lifecycle data/value systems for TikTok Mall growth, implement user growth engines like push notifications and recommendation handling, and improve recall/sorting for new-user recommendations. Apply uplift modeling and operations research to increase e-commerce DAU, penetration, and GMV growth.

Location: Singapore

Employment Type: Full time

Job Function: Data Science & Machine Learning

Seniority: Mid level

Key Responsibilities

•Optimize TikTok e-commerce growth and marketing algorithms, including user value modeling, personalized messaging, recommendations, and intelligent marketing.
•Establish user lifecycle data and value systems to address core pain points and business challenges for TikTok Mall user growth.
•Implement product and technical solutions for user growth engines, such as personalized push notifications/emails and recommendation handling, to increase DAU and penetration.
•Optimize recall/sorting for new user recommendations to improve relevance and accuracy/diversity of traffic handling and recommendations.
•Optimize intelligent marketing algorithms using uplift models and operations research to improve marketing efficiency and drive e-commerce GMV growth.

Key Requirements

•Bachelor's degree or higher in Computer Science, Computer Engineering, Mathematics, or a related technical field.
•Experience in C++ and Python, with at least one big data tool (e.g., Hive SQL, Spark, MapReduce).
•Experience with at least one deep learning tool (e.g., TensorFlow or PyTorch).
•Strong foundation in algorithms and data structures with excellent coding skills.
•At least 3 years of relevant experience in user growth or intelligent marketing; strong learning ability and good communication/teamwork skills.

Experience:3+ yearsUser growthIntelligent marketingRecommendation systemsAdvertisingE-commerceOperations research

Education:Bachelor's

Skills:Learning abilityCuriosityCommunicationTeamworkCodingProblem-solving

Tech Stack:C++PythonHiveSQLSparkMapReduceTensorFlowPyTorchBig DataDeep Learning

Company Brief

TikTok

Short-form video platform that lets users create, share, and discover entertainment content through algorithmic recommendations. It also offers advertising and creator tools for brands, influencers, and businesses.

Industry: Digital Media

Company Size: Enterprise (1,001+ employees)

Growth: Scaleup

Headquarters: Singapore, Singapore

Founded: 2016

Website LinkedIn

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TikTok

9 hours ago

Machine Learning Engineer (User Growth & Intelligent Marketing) - Global e-Commerce

✓ Verified Job

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

Source: Company careers pageValidated by: Fursa AI

Last checked: 9 hours agoStatus: Live

Job Summary

Location: Singapore

Employment Type: Full time

Job Function: Data Science & Machine Learning

Seniority: Mid level

Key Responsibilities

•Optimize TikTok e-commerce growth and marketing algorithms, including user value modeling, personalized messaging, recommendations, and intelligent marketing.
•Establish user lifecycle data and value systems to address core pain points and business challenges for TikTok Mall user growth.
•Implement product and technical solutions for user growth engines, such as personalized push notifications/emails and recommendation handling, to increase DAU and penetration.
•Optimize recall/sorting for new user recommendations to improve relevance and accuracy/diversity of traffic handling and recommendations.
•Optimize intelligent marketing algorithms using uplift models and operations research to improve marketing efficiency and drive e-commerce GMV growth.

Key Requirements

•Bachelor's degree or higher in Computer Science, Computer Engineering, Mathematics, or a related technical field.
•Experience in C++ and Python, with at least one big data tool (e.g., Hive SQL, Spark, MapReduce).
•Experience with at least one deep learning tool (e.g., TensorFlow or PyTorch).
•Strong foundation in algorithms and data structures with excellent coding skills.
•At least 3 years of relevant experience in user growth or intelligent marketing; strong learning ability and good communication/teamwork skills.

Experience:3+ yearsUser growthIntelligent marketingRecommendation systemsAdvertisingE-commerceOperations research

Education:Bachelor's

Skills:Learning abilityCuriosityCommunicationTeamworkCodingProblem-solving

Tech Stack:C++PythonHiveSQLSparkMapReduceTensorFlowPyTorchBig DataDeep Learning

Company Brief

TikTok

Industry: Digital Media

Company Size: Enterprise (1,001+ employees)

Growth: Scaleup

Headquarters: Singapore, Singapore

Founded: 2016

Website LinkedIn