Build global product catalog and content understanding systems, modeling products, videos, images, merchants, and brands with structured and semantic representations.
Design, train, and evaluate learned policies for manipulation and whole-body control — imitation learning, reinforcement learning, and VLA-style architectures
For training track, develop the Volcano Ark training platform, enabling both internal and external users to perform serverless post-training (e.g., Supervised Fine-Tuning (SFT) and Reinforcement Learning (RL)) on the Ark platform.
Design, build, and maintain ML infrastructure and tooling to support the full ML lifecycle (data preparation, training, evaluation, deployment, monitoring, and retraining).
Drive AI innovation in the area of Urban Solutions and Sustainability, particularly in the Sustainable HVACs domain, focusing on AI-enabled features for enhanced user comfort, wellbeing, and indoor air quality.
Perform a focused literature review of representative computer vision methods for segmentation, object detection and image classification applicable to medical datasets
Support the deployment, configuration, and maintenance of high-end servers, storage servers, networking equipment, and software components in secure environments.
For large-model training and evaluation scenarios, participate in formulating and continuously iterating data quality standards, judgment rules, and acceptance criteria.
Solution Delivery: Work with internal customers to understand business problems, shape feasible AI solution options, validate value through prototypes, and deliver solutions into productive use.
Design, build, and productionize agentic systems (multi-step reasoning, tool orchestration, guardrails) for materials science search, Q&A and information extraction.
Contribute to analytical work across asset class and strategy teams including macro, equities, fixed income, alternatives to support the team's investment views.