Job hunting now · 6 min read
How do I get a person to read my application past AI screening?
How AI screening tools rank applications, what helps your CV get through, why people still matter most, and your rights where AI is used in hiring.
The short answer
Many employers use software to sort applications, from applicant tracking systems that filter by keywords and questions to AI tools that rank or score candidates. To get through, use a simple format, mirror the job post's key terms where they're true for you, answer screening questions carefully, and apply early. The surest way past screening is a person: a referral, a message to the hiring manager or a recruiter conversation puts your application in front of someone who reads it. Some places, such as New York City, require employers to audit AI hiring tools for bias and tell candidates when they're used.
Key takeaways
- Screening tools sort by keywords, answers and sometimes AI scores.
- A clean format and honest keyword overlap help your CV get read.
- Referrals and direct messages get a person to read it.
- Some laws require notice and bias audits for AI hiring tools.
On this pageWhat screening tools actually do
What screening tools actually do
| Step | What happens |
|---|---|
| Knockout questions | Required answers, such as right to work, filter people out |
| Keyword search | Recruiters search the database for skills and titles |
| Ranking or scoring | Some tools rank applications by similarity to the post |
| Assessments | Online tests or recorded video interviews |
| Human review | A recruiter reads the top of the list |
Make your CV easy to read
- Use a simple one-column layout with standard headings.
- Save as Word or a text-based PDF, not an image.
- Put a short summary at the top that uses the job title.
- Mirror the post's key skills and tools where they're true for you.
- Write job titles and dates clearly.
Answer screening questions carefully
Knockout questions are where many applications end. Read each one, answer honestly, and don't rush salary or availability fields. If a question is unclear, answer in the most accurate way and explain in a cover letter or message.
Get a person involved
- Ask someone at the company to refer you.
- Message the hiring manager with a short, specific note.
- Reply to recruiters who reach out, even if the role isn't quite right.
- Attend company events and follow up with people you meet.
Your rights
In New York City, employers that use automated employment decision tools must commission bias audits, publish a summary and notify candidates. Illinois requires notice and consent for AI analysis of video interviews. The EU AI Act treats AI used in recruitment as high-risk. If you need an adjustment because of a disability, such as an alternative to a timed test, ask for it.
Illustrative example
Femi applies to 40 roles in a month with a two-column designed CV and gets two replies. He switches to a plain one-column layout, adds the post's tools to his summary where he's used them, and asks two former colleagues for referrals. Over the next month he gets seven replies, five from referred applications.
Recorded video and AI interviews
Some screening now happens through recorded video or AI interviewers. Treat them like a real interview: test your camera and sound, use a quiet room, and answer in clear, structured stories. Check the instructions for time limits and retakes. If a tool feels unfair or inaccessible, contact the recruiter and ask for an alternative.
What happens to the gaps
Applying shows you what employers want that you can't show yet: a must-have your CV doesn't mention, or a question you couldn't answer well. Hand the job from OffLadder CV to Laddie, our AI coach, and it turns each one into three steps:
- Learn the skill: a short lesson on what the post asks for, starting from the basics.
- Try the work: a 15-minute task taken from the job itself, so you have a real example to talk about.
- Practise the interview: a five-question mock interview for that role, weighted to the parts you're least sure of.
The conversation stays in your OffLadder account. Once you've done the work, add it to your CV in your own words, and the next post you tailor for can point to it.
Questions people ask
- Does AI reject most CVs automatically?
- Not usually on its own. Many systems rank or filter, and a recruiter then reviews the top of the list. Knockout questions, such as work authorisation or required licences, can screen people out automatically.
- Should I hide keywords in white text?
- No. Modern systems and recruiters spot it, and it looks dishonest. Use the job post's real terms where they describe your experience.
- Can I use AI to write my CV for screening?
- You can use AI to help draft and tailor, but check every line is true and sounds like you. Recruiters see many generic AI-written CVs.
- Can I ask if AI is used to screen me?
- Yes. You can ask the recruiter. In New York City, employers using automated tools must tell candidates and publish bias audit results. In the EU, AI used for hiring is classed as high-risk under the AI Act.
- Does applying early help?
- Often. Some recruiters review as applications arrive and close a role once they have enough strong candidates.
- What if I have a career gap or change?
- Address it in a short summary line and lean on referrals. Screening tools read dates and titles literally, while people can understand a story.
- Should I apply to many roles at one company?
- Pick the one or two you're best qualified for. Many applications to one employer can look unfocused, and recruiters see them all.
- Do cover letters get read by screening software?
- Sometimes they're parsed for keywords, and sometimes only a person reads them. Keep them short, specific and written for a human.
Exercises are practice, not evidence of career fit or a qualification. How to read our guides and report a correction.
Sources
- Automated employment decision tools · NYC Department of Consumer and Worker Protection
- Future of Recruiting · LinkedIn Talent Solutions
How this page is written
Sources support the factual background, not a guarantee that an exercise predicts career fit. Fictional practice material is labelled. Dates record content updates; no independent expert review is implied. More about OffLadder.