CareerPlan

Algorithm Research Intern — Agentic Vision 108335

Singapore, SingaporeInternship2026-11-03 → 2026-11-05
Based in Singapore

Core

Research and development on Agentic Vision for Hunyuan multimodal foundation models, focusing on visual reasoning post-training and spatial intelligence.

Role type

Research intern (Agentic Vision / Multimodal Foundation Models)

Builds

Multimodal post-training methods, verifiable data synthesis pipelines, and interactive sandboxes for visual reasoning agents.

Domain

Artificial Intelligence / Computer Vision / Multimodal Foundation Models

Deliverable

production ML models

Required skills

Deep learning, algorithm implementation, PyTorch, distributed training, visual reasoning, reinforcement learning (PPO/GRPO), reward modeling, system-level design, experimental analysis

Preferred skills

Experience with verl, OpenRLHF, Megatron, RLVR, data mixture optimization, embodied spatial planning

Technologies

PyTorch, PPO, GRPO, OPD, verl, OpenRLHF, Megatron, rendering engines, code sandboxes

Responsibilities

Conduct R&D on visual reasoning post-training; develop multimodal post-training methods; build verifiable data synthesis pipelines; build interactive sandboxes; develop evaluation and error attribution methods.

Seniority

Intern