What does a forward-deployed engineer actually do?
A day-by-day account of an industrial AI deployment: the night-shift Excel, the miscalibrated sensor, the conversation with the production chief — and a working system in weeks.
From the observatory
Analysis of the Industrial FDE market: what the role actually is, what it pays, and where the demand is heading. Data with sources — no bootcamp marketing.
Industrial FDE salaries: what the 2026 data says
Base ranges by level and sector across the searches in our pool, what pushes a role to the top of its band, and how the ranges compare with adjacent titles.
FDE vs. solutions engineer: the difference is the plant
Two titles that look interchangeable on paper and are not: who owns the outcome, who owns the demo, and why the market prices them differently.
Read the market. Then join it.
One interview puts your profile in front of every matching search — current and future.
Join the Industrial FDE talent pool — free