Promotion Intelligence Algorithm Engineer

Join to apply for the Promotion Intelligence Algorithm Engineer - Marketplace Intelligence role at Shopee

Continue with Google Continue with Google

Join to apply for the Promotion Intelligence Algorithm Engineer - Marketplace Intelligence role at Shopee

Get AI-powered advice on this job and more exclusive features.

Sign in to access AI-powered advices

Continue with Google Continue with Google

Continue with Google Continue with Google

Continue with Google Continue with Google

Continue with Google Continue with Google

Continue with Google Continue with Google

Continue with Google Continue with Google

About The Team

The mission of the Marketplace Intelligence team is to build sustainable and scalable data products to promote the business and mission of Shopee marketplace by analyzing massive item and user related data, producing reliable predictive business insights and data-driven services, maximizing the effectiveness of marketing campaigns as well as providing personalized e-commerce experiences based on all-round item profiling and user profiling data and information.

• Work closely with the promotion product team, business partners, and internal stakeholders to identify marketplace growth challenges, uncover actionable insights, and deliver practical, scalable solutions based on large-scale user and product data.
• Drive the development and optimization of smart voucher dispatching strategies across various campaign scenarios by leveraging advanced deep learning, causal inference, and operations research techniques
• Collaborate with product and engineering teams to design and build end-to-end machine learning pipelines to power data-driven decision-making for promotions and campaign planning.
• Work on core solutions related to personalized recommendations, promotion and voucher configuration optimization, campaign budget planning, and product demand forecasting.
• Develop, iterate, and maintain machine learning models, including those based on deep learning, reinforcement learning, and multi-armed bandit frameworks, applied in areas such as recommendation, search, and ads ranking.
• Conduct rigorous online and offline evaluations, including A/B testing, to ensure model effectiveness and business impact.
  

About The Team
The mission of the Marketplace Intelligence team is to build sustainable and scalable data products to promote the business and mission of Shopee marketplace by analyzing massive item and user related data, producing reliable predictive business insights and data-driven services, maximizing the effectiveness of marketing campaigns as well as providing personalized e-commerce experiences based on all-round item profiling and user profiling data and information.
Job Description

• Work closely with the promotion product team, business partners, and internal stakeholders to identify marketplace growth challenges, uncover actionable insights, and deliver practical, scalable solutions based on large-scale user and product data.
• Drive the development and optimization of smart voucher dispatching strategies across various campaign scenarios by leveraging advanced deep learning, causal inference, and operations research techniques
• Collaborate with product and engineering teams to design and build end-to-end machine learning pipelines to power data-driven decision-making for promotions and campaign planning.
• Work on core solutions related to personalized recommendations, promotion and voucher configuration optimization, campaign budget planning, and product demand forecasting.
• Develop, iterate, and maintain machine learning models, including those based on deep learning, reinforcement learning, and multi-armed bandit frameworks, applied in areas such as recommendation, search, and ads ranking.
• Conduct rigorous online and offline evaluations, including A/B testing, to ensure model effectiveness and business impact.
  

Requirements

• Master or PhD in Computer Science, Engineering, Mathematics, Statistics, Biostatistics or other fields related to data mining preferred.
• 2+ years of relevant industry experience in at least one programming language (e.g., Python, Golang, Scala) and Unix/Linux system and comfortable working with large datasets and conducting complex data analysis using SQL, Python or R.
• Knowledge in optimisation, classical machine learning (classification, regression, clustering, etc), deep learning, reinforcement learning.
• Experience in Tensorflow/Pytorch machine learning framework, distributed data processing framework (e.g., Hadoop, Spark) and conducting production environment A/B test.
• Practical project experience of uplift modeling, deep learning based recommendation systems (matching, pre-ranking, ranking, etc) in fields such as search, recommendation or ads , online and offline optimisation (multi-armed bandit, reinforcement learning) preferred.
• Good communication skills with demonstrated ability to deliver and explain technical content to stakeholders.
• Ability to deliver quality work under a tight timeline
• Teamwork mindset and ability to work closely with cross-functional teams.

Seniority level

• Seniority level Mid-Senior level

Employment type

• Employment type Full-time

Job function

• Job function Information Technology
• Industries Software Development, Internet Marketplace Platforms, and Technology, Information and Internet

Referrals increase your chances of interviewing at Shopee by 2x

Get notified about new Algorithm Engineer jobs in Singapore, Singapore .

Software Engineer, Algorithm Engineering - 2025 Start Algorithm Engineer, TikTok Search - 2025 Start Algorithm Engineer, Search Guide (Campus Recruitment 2025) Algorithm Engineer, Search - NLP (Campus Recruitment 2025) Machine Learning Engineer Intern (Trust & Safety) - 2025 Algorithm Engineer Intern, Search Ranking (Aug - Dec 2025) Algorithm Engineer Intern, Paid Ads - Brand & Live Ads (Summer 2025) Machine Learning Engineer (CV/NLP/Multimodal/LLM), TikTok Global E-Commerce - 2025 Start

Queenstown, Central Singapore Community Development Council, Singapore 5 months ago

Algorithm Engineer, Marketplace Intelligence & Data - NLP (Campus Recruitment 2025) Machine Learning Engineer, e-commerce (TikTok) - 2025 Start Algorithm Engineer (NLP) - TikTok Search Algorithm Engineer Intern, Search Guide (May - Dec 2025) Machine Learning Engineer, TikTok Search Ranking - 2025 Start Machine Learning Engineer-Fresh-Grad(A29705) Machine Learning Engineer, TikTok Search - 2025 Start LLM/MLLM Algorithm Engineer, TikTok E-commerce Machine Learning Engineer,Dedup (TikTok) - 2025 Start

We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.

#J-18808-Ljbffr

---