Senior R&D Engineer (GUI Autonomous Agents)

About Agentic Labs Agentic Labs is at the forefront of the next frontier in Artificial Intelligence:

Action

While LLMs have mastered text, we are building intelligent agents capable of perceiving, reasoning, and executing complex tasks across graphical user interfaces (GUIs). Our mission is to bridge the gap between digital intent and execution, creating agents that use computers just as humans do.

The Role We are looking for an exceptional R&D Engineer to join our core team in Singapore. In this role, you will lead the research and development of multimodal AI agents capable of understanding UI layouts, interpreting visual context, and performing accurate actions (clicks, types, scrolls) across Android environments.

You will work at the intersection of Computer Vision, Natural Language Processing, and Reinforcement Learning, translating state‑of‑the‑art research into robust, deployable agents.

Key Responsibilities

Core Research & Algorithm Design:

Design and train Large Multimodal Models (LMMs) specifically optimized for GUI grounding, screen parsing, and action prediction.

Agent Framework Development:

Build end‑to‑end pipelines for autonomous agents, including environment observation, planning, critique, and execution loops.

State‑of‑the‑Art Implementation:

Keep abreast of the latest advancements in GUI agents (e.g., DroidRun、Surfer 2、AutoGLM). Reproduce, improve, and adapt SOTA methods for our specific use cases.

Evaluation & Benchmarking:

Design rigorous evaluation frameworks to measure agent success rates, reliability, and safety in real‑world software environments.

Publications & IP:

Contribute to the company’s intellectual property portfolio and publish findings in top‑tier conferences or journals when applicable.

Requirements

Education:

Ph.D. or Master’s degree in Computer Science, Artificial Intelligence, Robotics, or a related field.

Publication Record:

A proven track record of research publications in top‑tier AI/ML conferences (e.g.,

CVPR, NeurIPS, ICLR, ICML, ACL, AAAI, CHI , etc.). Please include a link to your Google Scholar profile or portfolio in your application.

Coding Skills:

Strong software engineering skills in Python, with experience in large‑scale model training and data processing.

Fluent Chinese communication skills

enabling close collaboration with China-based teams

Preferred Qualifications (Bonus)

Experience specifically with

GUI Agents .

Background in

Reinforcement Learning

(RLHF, PPO) for agent fine‑tuning.

Experience evaluating agents on benchmarks like World of Bits, MiniWob++, or OSWorld.

History of contributing to open‑source AI projects.

Deep understanding of

Vision‑Language Models (VLMs)

and Transformer architectures.

Proficiency in deep learning frameworks (PyTorch or JAX).

Experience with

Object Detection ,

OCR , or

UI Understanding

tasks.

Why Join Agentic Labs?

Impact:

Work on 0‑to‑1 technology that fundamentally changes Human‑Computer Interaction (HCI).

Culture:

A research‑driven environment that values scientific rigor and engineering excellence.

Compensation:

Competitive salary package commensurate with experience and technical depth.

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