Lead AI Systems Architect – Closed-Loop Discovery

Galatek Life Sciences; Singapore; On-site; SGD 180,000 - 260,000; Full time

Job summary

Galatek Singapore is seeking a Lead AI Systems Architect (Closed-Loop Discovery) to own the 0 to 1 design of an AI platform for translating scientific intent into executable experiments. You will bridge NL reasoning, multi-modal ML, and dynamic planning to power advanced laboratory automation in a semiconductor context.

The role requires building robust, production-grade architectures for real-world data streams, with emphasis on uncertainty quantification and active learning to accelerate

Qualifications

• 8+ years hands-on AI/ML in production environments.
• Experience building feedback-driven closed-loop systems.
• Proficient with LLM agents and planning engines.
• Experience handling multi-modal data and uncertainty.

Responsibilities

• Architect and implement production-grade AI system architectures.
• Ensure reliability under real-world laboratory constraints.
• Translate scientific goals into executable objectives and plans.
• Develop dynamic planners and active learning loops to accelerate discovery.

Skills

8+ years AI

Closed-loop systems

Active learning

Multi-modal ML

Tools

LLM agents

Decision engines

Planning frameworks

Job description

Galatek Singapore is seeking a Lead AI Systems Architect (Closed-Loop Discovery) to own the 0 to 1 design of an AI platform for translating scientific intent into executable experiments. You will bridge NL reasoning, multi-modal ML, and dynamic planning to power advanced laboratory automation in a semiconductor context.

The role requires building robust, production-grade architectures for real-world data streams, with emphasis on uncertainty quantification and active learning to accelerate