ProductOverviewAI ScreeningHow We ScoreTalent RediscoveryHosted Careers PageAutomation EngineUse CasesRestaurantsTruckingAccountingWellnessManufacturingBlogClient Stories Contact Book A Demo →

How Lighthouse scores a resume

Lighthouse organizes the information in every resume, then checks it against the requirements you set. Here’s each step.

Part 1 of 3

Lighthouse reads the resume

Step 1

Lighthouse reads the resume and labels each part.

As soon as an application comes in, Lighthouse categorizes every piece of data inside the resume such as job title, company, start and end dates, education, and much more.

Job titleSenior Product Manager CompanyNorthwind Bank Dates2022 – now
Step 2

Lighthouse adds the details a resume usually leaves out.

For each job, Lighthouse works out the company’s industry, the company’s size, and whether the person was promoted.

Senior Product Manager · Northwind Bank · 2022 – now

Added by Lighthouse
IndustryBanking
Company size5,000+ employees
PromotedYes, Product Manager → Senior Product Manager
Step 3

Skills come from what the person actually did.

Lighthouse reads how someone describes their work and identifies the skills behind it. Applicants don’t need to stuff their resume with keywords to be understood.

“Launched a mobile banking app used by 2 million customers.”

Product launches Mobile apps Banking products
Part 2 of 3

You decide what matters

Step 4

You choose the requirements.

Lighthouse doesn’t decide what a good candidate looks like. You do. You tell it what the job needs.

Requirements for: Product Manager

  • Job titleProduct Manager
  • IndustryBanking
  • Company sizeStartup (under 200 employees)
  • Experience3+ years
Step 5

Every applicant is screened against your requirements.

Because each resume is already parsed and labelled, Lighthouse can check every requirement directly. It doesn’t guess, so the same resume always gets the same score.

Applicant A

  • Product ManagerSenior Product Manager at Northwind Bank
  • BankingNorthwind Bank
  • StartupLedgerly, 60 employees
  • 3+ years9 years
8.6Score 8.6 / 10

Scored on Monday: 8.6. Scored again on Friday: 8.6.

Step 6

Remove potential bias entirely.

Names, photos, email addresses and home addresses are never seen by the scoring model. These variables will never impact your candidate scores.

Jordan Ellis jordan.ellis@email.com 88 Queen St W, Toronto

Work history

Senior Product ManagerNorthwind Bank · 2022 – now

Product ManagerNorthwind Bank · 2020 – 2022

Associate Product ManagerLedgerly · 2017 – 2020

Step 7

Compare applicants side by side, and see why each one scored the way they did.

Every applicant gets a standardized profile and a score out of 10, with clear labels showing why they scored the way they did.

  1. 8.6 Applicant AMeets all 4 requirements
  2. 7.2 Applicant BMeets 3 of 4No startup experience
  3. 6.8 Applicant CMeets 3 of 4No banking experience
  4. 4.1 Applicant DMeets 1 of 4Only the industry matches
Part 3 of 3

Act on the scores

Step 8

Engage your best applicants automatically.

You can set rules that run on their own. For example: if an applicant scores 8 or higher, send them an email, invite them to book an interview, or send them an assessment.

If score is 8 or higher

  • Email sent
  • Interview invite sent
  • Assessment sent
Step 9

Change your requirements and rescore your applicants at any time.

Change your mind about what the job needs? Update the requirements and Lighthouse rescores every applicant, whether you have 7 or 700.

Industry requirement: Banking

  1. 8.6 Applicant AMeets all 4 requirements
  2. 7.2 Applicant BMeets 3 of 4No startup experience
  3. 6.8 Applicant CMeets 3 of 4No banking experience
  4. 4.1 Applicant DMeets 1 of 4Only the industry matches

What this means for your hiring team

Hire up to 2 weeks faster.

Contact your best applicants the day they apply. That makes for a better candidate experience and more accepted offers.

Save dozens of hours a week on reviewing resumes.

Every applicant is reviewed fairly, against the same requirements.

Example applicants. Names and companies are fictional.

Get started

Want to simplify your hiring process?

Book a demo and we’ll show you how Lighthouse scores applicants.