CareerPlan

Algorithm Researcher — Agentic Vision 108365

Singapore, SingaporeFull-time2026-11-10
Based in Singapore

Core

Lead full-stack algorithm R&D for post-training of Vision-Language Models (VLMs), optimizing visual perception, reducing hallucinations, and enhancing user interaction scenarios.

Role type

Senior IC algorithm researcher (agentic vision & VLM post-training)

Builds

Vision foundation models with advanced visual perception, reasoning, and execution capabilities for real-world user scenarios

Domain

Artificial Intelligence / Large Language Models / Computer Vision

Deliverable

production ML models

Required skills

Transformer architecture, LLM alignment, RLHF, Reward Modeling, distributed training, deep learning frameworks (PyTorch, TensorFlow), large-scale model training (tens/hundreds of billions parameters), Python

Preferred skills

User profiling, recommendation systems, long-context memory optimization, publications at top-tier conferences (NeurIPS, ICLR, ICML, ACL, EMNLP), open-source contributions

Technologies

Megatron-LM, DeepSpeed, vLLM, HuggingFace

Responsibilities

Lead post-training R&D for Vision-Language Models; Optimize low-level visual perception and spatial awareness; Reduce hallucinations in multimodal large models; Align models for real-world user interaction scenarios

Seniority

Senior, hands-on IC