WHERE DO I FIT?

Find your FDE path.

Ten questions. Transparent scoring. No account, no AI judgment, and no fake precision.

01Where are you starting?

Software / AI engineerSolutions / architectureWorking FDE

02What do you most want to own?

A production AI workflowA data-backed enterprise applicationA fast, reliable model endpoint

03How close do you want to work with users?

Embedded in their workflowWith technical platform teamsMostly behind the product boundary

04Which debugging problem sounds best?

Model + context + tools + UXData + identity + integrationsLatency + throughput + scaling

05What is your strongest base today?

Full-stack / backend codeArchitecture / APIs / cloudML systems / infrastructure

06What do you most need to build?

Discovery and customer ownershipDurable production AI systemsEvaluation and evidence

07What kind of work rhythm fits you?

Rapid workflow iteration with usersLonger enterprise integration arcsDeep performance investigation

08What proof would you enjoy producing?

A failure-tested agentA governed integration architectureA serving benchmark

09Which environment interests you?

Business operationsEnterprise cloud and dataGPU and compute infrastructure

10What is the immediate goal?

Move into my first FDE roleChoose an FDE specializationGrow into senior scope