Free tool
Interview question generator for any job description
Paste a job title or the full job description. The generator finds the skills the job asks for and writes up to 12 questions for them. Each question has a follow-up and the points a strong answer covers.
Why the same interview questions get used for every role
Writing good questions for each opening takes an hour most recruiters do not have. So one generic list gets used for a sales rep and a data analyst. Questions written from the job description test the skills that job needs, and every interviewer on the panel can ask the same ones.
What you get from one job description
Here is the generator on a Senior Backend Engineer job description, from the skills it finds to the questions an AI interview can ask for you.
Skills
It lists the skills it found in the description
A title like “Senior Backend Engineer” works. A full job description works better, because the generator reads the duties too. Remove a skill you do not need, and the others get more questions.
Senior Backend Engineer
Job description pasted
Skills found
Writing code, system design, problem solving, teamwork, leading and coaching peopleQuestions
10 questions, 2 for each skillWith follow-ups
Remove a skill to get more questions on the rest
Questions by skill
Questions come grouped by the skill they test
Some questions ask about past work. Others set up a problem to solve on the spot. You can see at a glance that each skill in the job description has its own questions.
Questions for Senior Backend Engineer
10 questions across 5 skills
Tell me about a bug you found that took more than a day to fix.
Writing code · past workA database query that took 50 ms now takes 4 seconds. What do you check?
System design · problem to solveTell me about a person on your team who was struggling. What did you do?
Coaching people · past work
Copy all 10 with one click
Follow-ups
Each question has a follow-up for vague answers
Candidates often answer with “we” and skip the details. The follow-up asks what they did themselves and how they knew it worked. Your interviewer has the next question ready instead of making one up on the spot.
Q4 · System design
Senior Backend Engineer
- Q4
A database query that took 50 ms now takes 4 seconds. What do you check?
The question
“We looked at the logs and fixed the index.”
A vague answer: “we”, and no proof it worked
How would you prove your fix worked before it goes live?
Follow-up to ask next
Every question comes with its follow-up
Strong answers
Each question lists what a strong answer covers
Under every question is a short list of points a good answer should hit. Interviewers use it to score every candidate on the same points. Keep the list for the panel and do not share it with candidates.
Q4 · A strong answer covers
Query went from 50 ms to 4 seconds
Asks what changed: data size, code or index
Reads the query plan
Tests on a copy of real data and adds an alert
Share the list with every interviewer on the panel
AI interview
Goodfit can ask the same questions in an AI interview
Load the questions into a Goodfit AI interview. Candidates answer by phone call or browser link, at any hour. Each skill gets a score out of 10 with the candidate’s own words and a link to that moment in the recording.
SPSam Porter
Senior Backend Engineer · AI interview
7.6 /10
- Writing code8/10
“I added a test that replays the bad request, so the bug cannot come back.” ▶ 02:31
- System design8/10
- Problem solving7/10
Named the tool but not how he found the cause.
- Teamwork8/10
- Coaching people7/10
FAQ
Questions about the interview question generator
Is the question generator free?
How many questions does it write?
Can I copy the questions?
Can Goodfit ask these questions for me?
Free to start
Let Goodfit ask these questions for you
Load the questions into an AI interview and send one link to every applicant. A scored report for each person is ready minutes after they finish.
- 20 free assessments
- No card needed
- Set up in minutes
DBDaniel Brooks
Your first applicant · scored minutes after the AI interview
8.0 /10
- Explains clearly8/10
“First I’d check the order, then call the customer back.” ▶ 02:14
- Handles pressure8/10
“I stayed calm and told them exactly what I could do today.” ▶ 05:40