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Provision is automating construction. We build AI-native tools that help construction teams understand complex project documents, identify risk, and turn fragmented information into decisions. We are building the most ambitious vision of what is possible with AI in construction, and we expect our engineers to be AI-forward in how they build.
This role is focused on applied ML systems across the full lifecycle. You will work with engineering, product, and domain experts to improve document understanding, evidence retrieval, answer evaluation, and how we learn from customer workflows.
Introductory call (20 minutes): Provision, role fit, and your background.
Online technical interview (2 hours): a collaborative ML problem covering framing, evaluation, data, system design, and production considerations.
In‑office interview day: team meetings and whiteboarding on production ML system design.
References and offer upon mutual fit.
Provision does not use AI for applicant screening or assessment. Accommodations are available throughout the recruitment process.
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