CareerPlan

AI Agent Machine Learning Engineer Graduate (Global E-Commerce, Supply Chain and Logistics) - 2027 Start (PhD)

SingaporeFull-time2026-09-13 → 2026-10-20

Core

Develop deep learning, operations research, and LLM-based AI Agent systems to optimize global e-commerce supply chain, logistics, inventory, and merchant growth.

Role type

PhD-level AI Agent Machine Learning Engineer

Builds

Intelligent AI Agents, logistics knowledge graphs, time-series forecasting models, and merchant growth algorithms

Domain

Global E-Commerce, Supply Chain, and Logistics

Deliverable

production ML models

Required skills

Deep learning, operations research, LLMs (Continual Pre-Training, SFT, RL), time series forecasting, NLP, Python, Java, TensorFlow, PyTorch

Preferred skills

Hands-on experience with LLMs and AI Agents in business scenarios, publications at top-tier AI conferences (KDD, NeurIPS, ICML, etc.), data mining competition experience

Technologies

Python, Java, TensorFlow, PyTorch

Responsibilities

Develop deep learning and operations research models for supply chain and logistics; Pioneer domain-specific LLMs and design AI Agents for autonomous issue resolution; Predict ETA and logistics events using deep learning and knowledge graphs; Forecast sales and demand using time series techniques; Build merchant mining and growth recommendation systems; Optimize merchandise traffic, conversion, and pricing strategies.

Seniority

PhD, Research & Development