Careers
What AI engineering job descriptions actually ask for
We read 57 current AI engineering job posts. Most ask for years of software work, not years of AI. What they really want: evals, failure modes and shipping.
· Prafull B.
Qohort notes
The questions engineers ask us.
What AI engineering work is, what the roles ask for, and how to get there. Each note answers a question someone brought to us.
Careers
What is a forward deployed engineer?
An engineer who sits with the client's team, learns how the work gets done and builds AI into it. Where the role came from, what it asks for, and who it suits.
· Prafull B.
Careers
Why does every tech job description mention AI now?
In tech, one in five job posts or more mentions AI, and nearly half in data roles. Why it happened, how to tell real demand from copy-paste, and what to build.
· Prafull B.
Building in public
Why I'm building QuizzaHut 2, an open-source job-hunt CLI
Job seekers juggle a tracker, a resume, a chat and a sheet. Why the new QuizzaHut is an open-source agentic CLI, and why it won't auto-apply on LinkedIn.
· Prafull B.
Careers
Why AI engineering pays more, and what would change it
Companies pay for people who can make AI work inside a product. Why there are few of them, what the hiring data shows, and what keeps its value.
· Prafull B.
Careers
What gets an AI engineering profile a reply
One real project, explained well, does more than twenty certificates. What a reviewer looks for, and how to answer 'what broke in production?'
· Prafull B.
Community
The QuizzaHut story: 3,000 members in 3 days, no ads
A Telegram bot we built for our CDAC exams, what it taught me about building for a community, and why I'm building it again for the job hunt.
· Prafull B.
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