Senior Algorithm Engineer – Recommendation System

Senior Algorithm Engineer – Recommendation System (Customer Service Chatbot) Join to apply for the Senior Algorithm Engineer – Recommendation System (Customer Service Chatbot) role at Shopee Senior Algorithm Engineer – Recommendation System (Customer Service Chatbot) 4 days ago Be among the first 25 applicants Join to apply for the Senior Algorithm Engineer – Recommendation System (Customer Service Chatbot) role at Shopee About The TeamWe are the Customer Service Chatbot team at Shopee Singapore, committed to developing multilingual, intelligent dialogue systems that serve a wide range of consumers and sellers. Our focus lies in applying advanced AI technologies—including recommendation systems, Large Language Models (LLMs), autonomous agents, and reinforcement learning—to customer service scenarios, continuously enhancing interaction quality and user experience. About The TeamWe are the Customer Service Chatbot team at Shopee Singapore, committed to developing multilingual, intelligent dialogue systems that serve a wide range of consumers and sellers. Our focus lies in applying advanced AI technologies—including recommendation systems, Large Language Models (LLMs), autonomous agents, and reinforcement learning—to customer service scenarios, continuously enhancing interaction quality and user experience.Job DescriptionDesign and develop core components of the chatbot’s intent recommendation and to-agent smart system, with emphasis on user behavior sequence modeling and causal inference to enhance recommendation accuracy and relevance with consideration of agent cost. Modeling user’s CS behavior based on user profiles and historical interaction data in Shopee’s e-commerce customer service ecosystem to accurately infer user’s true intent. Collaborate with product managers, operations specialists, and backend engineers to ensure seamless integration and successful deployment chatbot recommendation systems. Stay up to date with advancements in recommendation technologies—including generative recommendation, retrieval-augmented generation (RAG), supervised fine-tuning (SFT) — and apply them to improve the chatbot’s core capabilities. RequirementsMaster’s degree or above in Computer Science, Artificial Intelligence, or a related discipline. Solid experience with the architecture and optimization of end-to-end recommendation systems, including retrieval, coarse ranking, fine ranking, and hybrid ranking stages. Familiarity with mainstream recommendation models (e.g., FM, DIN, DIEN, MMoE, SIM) as well as LLM-based generative recommendation models (e.g., HSTU, NoteLLM). Proficient in Python and experienced with deep learning frameworks such as PyTorch or TensorFlow. Strong analytical and problem-solving abilities, with a passion for building intelligent, user-centric products. Experience in training and fine-tuning large language models using techniques such as supervised fine-tuning (SFT) or reinforcement learning (RL). Prior experience developing or optimizing algorithms for large-scale recommendation, search, or advertising systems. Experience in chatbot algorithm development is a strong plus. 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 Sign in to set job alerts for “Algorithm Engineer” roles. Algorithm Engineer, TikTok Search - 2025 Start LLM Algorithm Engineer - Item QC (Fresh Grad 2025) Algorithm Engineer, Paid Ads (Campus Recruitment 2026) Queenstown, Central Singapore Community Development Council, Singapore 6 months ago Algorithm Engineer Intern, Search Guide (May - Dec 2025) Algorithm Engineer, TikTok E-Commerce (Knowledge Graph) - 2025 Start Machine Learning Engineer-Fresh-Grad(A29705) Algorithm Engineer-TikTok E-Commerce (Conversational AI) Algorithm Engineer, Anti-fraud (Campus Recruitment 2026) Machine Learning Engineer, TikTok Search - 2025 Start Algorithm Engineer, Marketplace Intelligence & Data - Chatbot (Campus Recruitment 2026) Algorithm Engineer Graduate (TikTok LBS Singapore) - 2026 Start (BS/MS) Algorithm Engineer Intern, Search NLP (Aug-Dec 2025) Algorithm Engineer, Recommendation (Campus Recruitment 2026) Algorithm Engineer, TikTok Search - 2025 Start (PhD) Machine Learning Engineer (Search E-Commerce) Intern, TikTok Global E-Commerce - 2025 Start Machine Learning Engineer, TikTok Search Ranking - 2025 Start Algorithm Engineer, Marketplace Intelligence & Data - Listing Intelligence (Campus Recruitment 2026) 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