Algorithm Research Intern (Agentic Vision)

Location: Singapore-CapitaSky, Singapore; remote

Company

hirify.global’s Technology Engineering Group supports technology and operational platforms, infrastructure R&D, networking, devices, data centers, and business innovation across Asia.

What you will do

• Research and develop Agentic Vision for Hunyuan multimodal foundation models, focusing on visual reasoning post-training.
• Integrate visual perception, planning, tool and code execution, environment feedback, and self-correction for interactive visual reasoning with images and video.
• Advance fine-grained perception, diagram reasoning, 3D spatial understanding, visual logic, and embodied spatial planning.
• Develop post-training methods including cold-start SFT, PPO/GRPO, OPD, verifiers, and reward models.
• Build verifiable data synthesis pipelines, interactive code and visual-tool sandboxes, evaluation methods, and continuous data and model improvement loops.

Requirements

• Master’s degree or higher in Computer Science, Artificial Intelligence, Computer Vision, Machine Learning, Mathematical Statistics, or a related field.
• Strong foundations in deep learning and algorithm implementation, proficiency in PyTorch, and experience with distributed training.
• Research or industry experience in multimodal foundation models, visual reasoning, multimodal agents, or reinforcement learning for post-training.
• In-depth practical experience in one or more of SFT, PPO/GRPO, OPD, RLVR, or reward modeling.
• Strong system-level design and end-to-end execution skills across data, tool environments, reward mechanisms, training strategies, and evaluation protocols.
• Interest in multimodal reasoning, Agentic Vision, and spatial intelligence, with the ability to follow frontier research, make independent technical judgments, and validate ideas through experiments.

Nice to have

• Experience with verl, OpenRLHF, Megatron, or related frameworks.

Culture & Benefits

• Part-time employment.
• Remote workplace arrangement associated with Singapore-CapitaSky, Singapore.
• Equal employment opportunity and an inclusive environment supporting diverse voices and individual and shared goals.