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CircuitHub seeks an optimization-focused engineer to build decision models for scheduling orders and machines, simulate how work moves through the line, and support costing and pricing of jobs. A quantitative background with real optimization and simulation work that changed actual decisions, plus Python and SQL solid enough for others to depend on, is essential.
Curiosity about physical manufacturing matters, since the models must match what happens on the factory floor.
This role builds the decision models behind a robot-run circuit board factory: scheduling orders and machines, simulating how work moves through the line, costing and pricing jobs, and deciding what parts to stock. A strong candidate has a quantitative background with real optimisation and simulation work that changed actual decisions, plus Python and SQL solid enough for others to depend on. Curiosity about physical manufacturing matters, since the models must match what happens on the factory floor.
How it fits the AI era
Coding agents are part of the daily toolset here, so the engineer directs them and stays accountable for the output. The judgement about which model fits a messy factory problem, and when a simple rule beats a solver, remains human. Models also have to be checked against what actually happened, which keeps the work grounded in reality rather than theory.
How it builds AI experience
Working alongside Claude Code and Codex on production planning and quoting systems builds hands on experience of agent assisted engineering with real stakes. The role also grows the skill of validating model output against factory results, which is the part agents cannot do alone. A candidate can prepare by practising optimisation and simulation projects in Python and showing how predictions held up against real data.
Worth showing
This is our own read, written from the employer's posting and the company's Spotlight. The employer's posting is the source of truth for the role.
About CircuitHub
CircuitHub provides on-demand printed circuit board manufacturing and assembly powered by automated factory robotics.