career bridge
Ground truth
What a forward deployed engineer actually does all day, collected from people doing it, and mapped honestly against what you already bring.
You can build things. You have shipped software, or run projects, or owned a system other people depended on. What you do not have is a clear picture of what a forward deployed engineer does between nine and six, and every job description you have read was written by someone recruiting for the role, not doing it.
What you do
Stop reading about the role and go collect it. Find fifteen live forward deployed engineer postings, from the AI labs and from the companies buying from them, and paste the responsibilities into one document. Strip the boilerplate out. What is left repeats itself: deploy into a customer's environment, integrate with systems you did not design, own the outcome after the demo is over. Now find five people actually doing the job. Conference talks, engineering blogs, podcast transcripts. Write down what they say the hard part is, in their words, not your summary. Then do the uncomfortable half. Put your own last three years next to that list and mark every line as have it, adjacent to it, or do not have it. Adjacent is the interesting column, and the one people get wrong. A support engineer who has debugged a customer's integration over a screen share at 11pm has more of this job than a machine learning researcher who has never met a customer, and neither of them currently knows that. Finish by writing one page: what the role is, what you already bring, and the three gaps you will close over the next four stages. Name the gaps specifically. Weak on evaluation is a gap. Need more AI is not.
Done when
- Fifteen real postings collected, with the repeated responsibilities pulled out into a single list.
- Five practitioner accounts read or watched, with their stated hard parts written down in their words.
- Your own experience mapped line by line against that list, marked have it, adjacent, or do not have it.
- A one-page role brief exists and ends in three specifically named gaps.
- Someone who does not know your work can read the page and tell you what the job is.
What you end up with
A one-page role brief: what a forward deployed engineer does, what you already bring to it, and three named gaps. Dated, and yours.
If you get stuck
The common failure is collecting instead of deciding. Thirty postings, a beautiful spreadsheet, no page, no gaps, and a quiet feeling of progress that is not progress. The way out is a smaller number and a deadline: fifteen postings, five people, one page, this week. The second failure is grading yourself too harshly and marking everything do not have it. If you have ever shipped something into an environment you did not control, that is adjacent. Mark it as adjacent.