Member of Technical Staff, MLE

AIC, Brooklyn HQ +1

What you will do

Embed on-site with design partners and manufacturers for meaningful stretches of the year — their floor is your second office.
Build trust across the full vertical, from the GM to the technician running the station. Software and hardware deployed without this trust doesn't get adopted.
Develop genuine understanding of how each partner's shop works and why — the history, constraints, people, and physics of what moves through it.
Build models on factory data. You'll be extracting reliable signal from sparse, messy data, and need to know when regression beats a neural net. You'll ship ML that touches hardware: vision for inspection, part identification, document capture and parsing, models over sensor and machine data, and systems that run on the floor.
Quantify the connection between operational areas for improvement and EBITDA: which changes on the floor move throughput, quality, margin, business development, and by how much.
Translate unstructured observation into concrete requirements, then build, ship, and maintain the software yourself and through the other technical staff you coordinate on-site and at HQ.

AIC, Brooklyn HQ +1

Embed on-site with design partners and manufacturers for meaningful stretches of the year — their floor is your second office.
Build trust across the full vertical, from the GM to the technician running the station. Software and hardware deployed without this trust doesn't get adopted.
Develop genuine understanding of how each partner's shop works and why — the history, constraints, people, and physics of what moves through it.
Build models on factory data. You'll be extracting reliable signal from sparse, messy data, and need to know when regression beats a neural net. You'll ship ML that touches hardware: vision for inspection, part identification, document capture and parsing, models over sensor and machine data, and systems that run on the floor.
Quantify the connection between operational areas for improvement and EBITDA: which changes on the floor move throughput, quality, margin, business development, and by how much.
Translate unstructured observation into concrete requirements, then build, ship, and maintain the software yourself and through the other technical staff you coordinate on-site and at HQ.