Role Intelligence
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Dig into role & companyFill every résumé gap
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Localised for the Hong Kong market — role intel, a tailored résumé and real-time interview practice in 2 minutes!
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- 01
Paste a Job, See Your Match
Match Score ReadyPaste a Job Post linkSee matchor paste the job description- AI EngineerRACVStudent FriendlyIANG visa checkedEmployer sponsored4.9
- AI EngineerRACVStudent FriendlyIANG visa checkedEmployer sponsored
- 02
Generate Tailored Resume
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Mock Interview
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10,000+Live Hong Kong roles
3×More Interviews
90%Less time per application
100+Interviews landed every day
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Role-Tailored Résumé
Offer Lai
Melbourne, VIC | admin@offerunderway.com
7 May 2026
Hiring Manager
Northstar Digital
Application for Senior AI Engineer position
Dear Hiring Manager,
I am applying for the Senior AI Engineer role at Northstar Digital because it needs someone who can My recent work has focused on production-ready AI services with evaluation, safe tool use, and engineering discipline behind the prompt layer.
At Lumen Labs, I built coordinating specialist agents across planning, QA, and feedback loops. I paired it with LangSmith evaluation, FastAPI services, and a TypeScript SDK so teams could monitor quality and integrate safely.
What draws me to Northstar Digital is the practical focus: useful AI systems, not just demos. That fits how I like to work,
and bring adjacent evidence from Azure/GCP delivery, CI/CD, observability, and responsible AI guardrails. I would welcome the opportunity to discuss how I could support Northstar Digital's next stage of AI delivery.
Kind regards,
Offer Lai
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Meet Offer Lai
AI tailors. You approve every change.
Ask in one sentence — Offer Lai edits your resume, cover letter and career database, with every change highlighted to keep or undo.
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Grounded in your career database and powered by cutting-edge AI models — your personal agent workforce, under your command.
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OfferUnderway Your #1 Choice
Features
Batch apply, fast volume applications
Localised for overseas applicants in Hong Kong
Story-Bank
Mock Interview
Verifiable evidence from real users
Quality applications, high quality
Smart learning, personalised for you
Auto one-click experience fill
Interview practice and personalised tips
Career Coach periodic debriefs
ATS résumé templates that have landed countless interviews
Price advantage
ResumeAI
JobAI
JobHunt
| Features | ResumeAI | JobAI | JobHunt | |
|---|---|---|---|---|
Batch apply, fast volume applications | ||||
Localised for overseas applicants in Hong Kong | ||||
Story-Bank | ||||
Mock Interview | ||||
Verifiable evidence from real users | ||||
Quality applications, high quality | ||||
Smart learning, personalised for you | ||||
Auto one-click experience fill | ||||
Interview practice and personalised tips | ||||
Career Coach periodic debriefs | ||||
ATS résumé templates that have landed countless interviews | ||||
Price advantage |
User feedback
85% of us landed at least 1 interview within 1 month
Lee, great news — I received an internship offer from Dior, and I also have an interview with Tencent.
Anonymous job seeker
Internship job seeker
Since I started using your platform, the market has never felt this hot. I also applied for a school placement and got an interview. I heard only three people were shortlisted.
Anonymous job seeker
Placement applicant
I graduate next semester. When I start looking for a full-time role, I'll use the negotiation guide on your platform. I'm genuinely touched. It's so useful.
Anonymous job seeker
Graduating student
I think it works great to get a job
Wesley
Finance Graduate
Great — I applied to 15 roles today and it was much more efficient. I think the biggest value is automated résumé tailoring.
Andrew Li
Self-use product feedback
The intel match score opened a new way of thinking. I had a vague sense of why I kept applying with no reply, or getting rejected too often. This clarified it!
Community user
Match-score feedback
Often you're not lacking experience — you just don't know that what you've already done can be framed to strongly match the role you're applying for.
OfferUnderway power user
I used OfferUnderway to apply to 13 roles and got 1 interview. The Hilton Event Coordinator résumé was generated entirely on the web and submitted directly. Really fast.
Ling
Australian job seeker
I used OfferUnderway to apply for Apple's AI/ML Data Operations role and got a screening the next day. The role was more entry-level, but the résumé really helped me get the interview.
OfferUnderway user
AI/Data job seeker
I tried the whole flow myself this afternoon, casually applied to one role, and actually got an HR call before end of work. I was shocked Australia could move that fast. My favourite part is the LinkedIn edit section.
Australian user
I got two emails saying an employer had viewed my résumé — and both times a phone interview followed. A 100% hit rate. Honestly, without this, recruiters would never even see my résumé.
Yuan
Graduate
Like the founder said — job hunting comes down to two steps. I think OfferUnderway perfectly solves the CV part. If AI is reviewing the content, AI should be targeting it.
Andrew Li
CV tailoring feedback
OfferUnderway is highly tailored — it makes you aware of things to fine-tune. Sometimes I apply so fast I don't even want to read the Job Post myself.
Andrew Li
Job Post match and tailoring
Great — I applied to 15 roles today and it was much more efficient. I think the biggest value is automated résumé tailoring.
Andrew Li
Batch tailored résumés
The voice mock caught my rambling first. After two practice runs, I felt steady going into the real interview.
Mei
Mock interview practice
Résumé, analysis, and interview prep in one flow is really convenient
Tangyuan
End-to-end workflow
I struggled for a long time too, so I'll keep going. I hope I can come back and leave you a great review every day!
Anonymous job seeker
Job seeker
Anxiety of 'Can't find a job'? Turn it into Joy of 'Which OFFER should I accept'?
FAQ
FAQ
01Can it really improve my chances of getting interviews?
Absolutely. The whole workflow is built from accumulated experience and optimisation aimed at maximising your interview chances. Compared with mass-applying one generic résumé — or even using the most advanced AI without job-search tuning, which only gets you to average — OfferUnderway's professional AI wins on application quality and lands more interview OFFERs.
02Why OfferUnderway, but not other AI?
Often you're not lacking experience — you just don't know how to package it into a résumé that gets interviews. OfferUnderway has been continuously optimised for job search and is very mature across the board. Within the first month after launch, it helped many users land interview OFFERs. Companies now use AI to screen résumés — when everyone uses generic AI, professional tools like OfferUnderway stand out.
03Is this just an AI résumé generator?
No. Offer Underway doesn't just rewrite your résumé — it compares your full career history with the target Job Post, explores intel, finds gaps, improves wording, then generates the final optimised résumé. All of this data also feeds your interview prep.
04Will the generated résumé look fake or too AI-written?
No. Most people use AI now, but without job-search tuning, AI only reaches average internet-level results (which is actually quite low). Our goal is the strongest AI to help you stand out and beat competitors. In today's job search, you only get a chance with a human recruiter if you pass ATS and AI screening first — we maximise your interview OFFERs.
05Can it help me pass AI screening?
Yes. Offer Underway optimises keywords and wording based on the role, specifically for AI screening systems. We've already landed 3 interview opportunities within one week using this system and built-in templates.
06Can I use it for job search in Hong Kong?
We focus on Hong Kong job search and Hong Kong résumé requirements: clear responsibilities, quantified results, keyword alignment, ATS-friendly format, and evidence mapped to the target role.
07Which countries and regions do you support?
Our AI adapts to 9+ regions, including Australia, the US, the UK, Canada, New Zealand, Singapore, Hong Kong, China and Japan. Paste any job description and your application pack comes back in that country's spelling and résumé conventions. The curated job feed and visa-sponsorship data are Australia-first for now, with more regions on the way.
08What if I don't have strong local Hong Kong experience?
It works. The system helps turn overseas experience, course projects, internships, volunteer work, part-time jobs, and personal projects into expressions Hong Kong recruiters understand more easily. Many overseas job seekers have already used OfferUnderway to get interviews.
09What if I don't know what to put on my résumé?
Paste and upload your current experience and project summaries. Offer Underway tailors a résumé for the specific role you're applying to, shows what's missing, asks follow-up questions, and turns your answers into stronger bullet points. We also have Career Coach debriefs to help you plan concrete next actions.
10Will Offer Underway remember my experience and get more accurate over time?
Yes. It remembers and keeps learning your career profile — the more you use it, the more accurate it gets. New project experience, follow-up answers, and Career Coach debriefs continuously update your private career profile so your applications get more accurate.
11Can I use Offer Underway to prepare after I get an interview?
Absolutely. We turn the Job Post and the résumé you applied with into high-probability interview questions, your own STAR stories, red-flag quick-strengthen points, and Career Coach debriefs — so you know exactly what to revise before the real interview and improve your chance of landing an OFFER.
12How does Offer Underway judge whether my résumé is actually right?
Offer Underway doesn't just judge whether the résumé looks good, and it doesn't simply stuff ATS keywords. We first analyse your capability model, work history, and target Job Post, then check hard gates, keyword coverage, project evidence, results data, and whether human recruiters can quickly understand the proof. Only then do we generate tailored materials and save new experience to your career memory for sharper future applications.
13Do I need to delete and re-upload my old résumé for every different role?
We don't recommend deleting and starting over each time. The better approach is adding new projects, wins, and role-specific details to supplemental experience. Deleting or replacing experience resets part of what the system has learned about your background — which hurts the learning that makes it more accurate over time.
14If I write the same experience differently for different roles, will it confuse the memory base?
No. The system merges this information — different expressions for the same experience can add new perspective. When generating future résumés, it picks the most suitable evidence and wording for the target Job Post. We encourage you to keep updating your career library.
15If my match score is low, should I skip the application?
Read the analysis first — don't just look at the score. Are you missing keywords, wording, project evidence, or is the role direction itself not aligned? If you can close the gaps, optimise first then apply; if it's genuinely not a fit, you can still download the résumé and apply quickly — keep it under 2 minutes.
16Will my role match score change?
You can use OfferUnderway's supplemental experience feature to optimise — it can significantly improve your role match score and help you land interviews.
17Can I reorder and save the generated résumé?
Yes. By default we try to show work experience in reverse chronological order as common for Hong Kong résumés, and you can manually adjust order for specific role requirements. Remember to save or download after editing so changes aren't lost when you leave the page.
18Will the platform generate the best résumé for this specific role?
Yes. Offer Underway reads your career memory, target Job Post, and follow-up answers, selects the most relevant evidence from your history, and generates a role-specific résumé — not a simple reuse of one generic version.
19Do I need to create multiple resumes?
No. Keep My Profile as one complete, accurate record of everything you've done. For each application, the AI selects the most relevant experience from it and builds a resume for that specific job. If you have other resume files or new wins, add them to your profile as supporting material.
20Do I need to prepare a résumé template?
No. We continuously update résumé templates — each one is tested and optimised for ATS and AI screening systems. You can use them directly without preparing your own template.
21If I'm not qualified enough, will it over-package me?
No. Offer Underway optimises wording and automatically helps fill experience gaps. For example, if your résumé only has Google Sheets projects but the Job Post values Excel more, we write adjacent experience and learning paths honestly, turn gaps into next-step projects and action plans, and help you land interviews and OFFERs.
More questions? Contact us by email
Support: admin@offerunderway.com