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AI job boardJobs matched to youAutomated Job trackingEvery application, one boardAI resume builderTailored to each jobCover letter generatorPersonalised in secondsOutreach email generatorEmails in your own voiceJob compatibility analysisKnow your matchCompany researchInstant company briefsAI mock interviewPractice with feedbackCareer pathfinderMap where you go next
For Universities
AboutThe team and the missionBlogCareer strategy and adviceUser guidesHow to use FirstResumeEventsCareer fairs, talks and networkingContact usWe read everything
PricingJoin Community
Log inGet Started
FirstResume
AI job boardJobs matched to youAutomated Job trackingEvery application, one boardAI resume builderTailored to each jobCover letter generatorPersonalised in secondsOutreach email generatorEmails in your own voiceJob compatibility analysisKnow your matchCompany researchInstant company briefsAI mock interviewPractice with feedbackCareer pathfinderMap where you go next
For Universities
AboutThe team and the missionBlogCareer strategy and adviceUser guidesHow to use FirstResumeEventsCareer fairs, talks and networkingContact usWe read everything
PricingJoin Community
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All guides

Contents

  • Check these four
  • Fix a field
  • How far a correction reaches
  • Tips

Applications

Check and fix the job summary

Check the company name, skills and deadline FirstResume pulled out of the advert, and fix them before the rest of your application uses them.

Updated 15 September 2026 · 2 min read

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Contents

  • Check these four
  • Fix a field
  • How far a correction reaches
  • Tips

Everything else in an application reads from the Job Summary tab: the compatibility score, the tailored resume, the cover letter, the outreach emails, the interview questions. Two minutes here saves you correcting one mistake in five places.

Check these four

Company Name. The cover letter and the outreach emails address the employer by this name, and company research looks it up.

Hard Skills, Soft Skills and Other Keywords, near the bottom. Your compatibility score is measured against this list, and tailoring offers you the same list to add to your resume. A skill the advert asked for and the AI missed costs you twice.

Application Deadline. The checklist at the Saved stage asks you to confirm it, and the advert is the only place it exists.

Job Summary, the paragraph itself. If it describes some other job, press View original full job description and compare it against the text you pasted.

AT

Graduate Data Analyst @ Nimbus Analytics

SavedProgress 45%

Job Summary

Compatibility

Research

Resume

Cover Letter

Out Reach

Interview

Edit

Job Title

Graduate Data Analyst

Company Name

Nimbus Analytics Pte Ltd

Industry

Consumer Analytics

Job Function

Data and Insights

Employment Type

Full time

Arrangement

Hybrid

Hard Skills

SQLPython (pandas)DashboardingA/B testingCohort analysisTableauLooker

Soft Skills

Stakeholder reportingOwnershipWritten communicationPrioritisation

Key Requirements

SQL and Python for analysis on production data
Experience building dashboards for non technical teams
Job Summary: the advert as fields, with the extracted skills near the bottom.

Fields the advert never mentioned show a dash, and a job added without a link shows "Not Specified".

Fix a field

  1. Press the Edit pill at the bottom right of the tab.
  2. Change whatever is wrong. Add a missing skill, correct the company, type in the deadline.
  3. Press Save Changes, or Cancel to drop the lot.

Editing works on a desktop browser only. On a phone you can read the summary and nothing more.

How far a correction reaches

A fix here feeds the work you have not done yet. Correct the skills before you open Compatibility or start tailoring and both use the better list. Correct them afterwards and you are regenerating things you have already read through.

On Premium, Industry may sit at "Researching industry…" for a minute while company research runs in the background.

Tips

  • View original full job description opens the text you pasted, so you never have to go back to the job site.
  • If a section of the compatibility analysis looks wrong, come back here before you argue with the score.
  • Correcting Company Name does not rescue company research on an advert that never named the employer: Research the company.

Was this guide useful? Tell us what is missing on the contact page.

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More in applications

  • Add a job to your applications

    Paste the text of a job advert and FirstResume builds a tracked application from it, with the posting in fields and a compatibility score.

    Updated 15 September 2026 · 2 min read

  • Understand your compatibility score

    Where your score out of 100 comes from, why an honest one is more use than a high one, and how ticking the skills you have changes it.

    Updated 15 September 2026 · 2 min read

  • Research the company

    Get an AI briefing on the employer behind one application: products, culture, leadership, market position and recent news, with its sources.

    Updated 15 September 2026 · 2 min read

Your success begins here.

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AT

Jobs

SearchSaved
Filters3
N
Nimbus AnalyticsToday

Graduate Data Analyst

Singapore
Hybrid
0-2 years
$4.2k – $5.5k / month
Today
Join our insights team and turn product data into decisions. You will build dashboards, run experiments and present findings to teams across the company.Read more
V
Vertex Digital2 days ago

Junior Product Manager

London
Remote OK
0-2 years
£38k – £45k / year
2 days ago
Own the roadmap for our onboarding flows. You will work with design and engineering to ship improvements every sprint and talk to users weekly.Read more
N
Northwind Group3 days ago

Marketing Associate

Hong Kong
On-site
1-3 years
HK$22k – 28k / month
3 days ago
Run campaigns end to end across paid and organic channels, and help shape the voice of a fast-growing consumer brand.Read more
NI

Graduate Data Analyst

Nimbus Analytics

Singapore · Full-time · $4.2k – $5.5k / month

Salary

$4.2k – $5.5k / month

Experience Level

0-2 years

Job Type

Full-time

Work Arrangement

Hybrid

Requirements Summary

A degree in a quantitative field, working SQL and Python, and the curiosity to turn ambiguous questions into clear analysis. Experience with dashboards such as Tableau or Looker is a plus.

About the Job

Nimbus Analytics helps consumer teams understand how their products are used. As a Graduate Data Analyst you will sit with the insights team, own weekly reporting, and turn product questions into experiments, presenting what you find directly to decision makers.

Start preparing your application

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