Making high-volume remote job applications faster without removing candidate control
REMOTE EDGE
Remote Edge helps remote job seekers turn their résumé into a job profile, identify genuinely relevant remote opportunities and reduce repetitive application work through intelligent browser-assisted autofill and application tracking.
- AI
- Product Strategy
- Automation
- Privacy
- JobTech
01
Upload résumé
One file instead of a long form.
02
Build profile
Parsed into a reusable job profile.
03
Find eligible roles
Remote roles the candidate can actually apply to.
04
Apply faster
Repetitive inputs filled in for review.
05
Track automatically
Submitted applications logged in one place.
Project overview
- Project
- Remote Edge
- Product type
- AI-powered remote job search and application platform
- My role
- Lead Product Manager
- Stage
- Live MVP
- My focus
- Competitive analysis, product strategy, MVP scoping, requirements for the browser extension and location matching, privacy decisions and testing across ATS environments.
01
The Problem
Remote job searching creates repeated friction for candidates.
- Long, repetitive ATS application forms
- The same screening questions across different applications
- Manual application tracking
- “Remote” roles that are actually country-restricted
- Difficulty identifying worldwide, visa-sponsored or relocation-friendly opportunities
How might we reduce repetitive application work while helping candidates find roles they are actually eligible to apply for?
02
Product Strategy
One journey, end to end
- Upload résumé
- Build profile
- Find eligible remote roles
- Apply faster
- Track automatically
The target users include global remote job seekers and international candidates who need greater clarity around location restrictions, sponsorship and relocation.
03
Core Product Experience
Rather than a list of features, each capability exists to remove work from one stage of the same application journey.
Set up
AI profile builder
Parses a résumé so candidates don't rebuild their history by hand.
Find
Remote job discovery
Distinguishes worldwide remote roles from those restricted by country, offering relocation or providing visa sponsorship.
Apply
Chrome autofill extension
Reduces repetitive form filling across career portals and ATS forms.
Apply
Screening answer memory
Remembers recurring application choices securely, so they aren't retyped.
Track
Automatic application tracker
Applications submitted through the extension can be logged into the candidate dashboard.
Profile setup feeds discovery, discovery feeds the extension and the extension feeds tracking, so effort spent once is reused across every later application.
04
Assist, Don't Take Over
One of the most important product decisions was not to create a completely autonomous application bot.
Automate the repetition, not the candidate's judgement.
01 · System
Fills recurring fields and known answers.
02 · Candidate
Reviews the prepared application.
03 · Candidate
Approves and submits.
This keeps the candidate in control of application quality, including what is claimed, what is tailored and what is finally sent. It still removes the repetitive typing that makes applying to many roles exhausting.
05
Privacy as a Product Decision
Recurring screening answers can contain sensitive information such as:
- Work authorisation
- Sponsorship requirements
- Notice period
- Candidate preferences
Rather than treating privacy as an afterthought, the product direction prioritised protection on the candidate's device for recurring choices.
How a saved answer travels
- Candidate answer
- Protection on the candidate's device
- Autofill when needed
Convenience should not require unnecessary centralisation of sensitive candidate information.
06
Solving the “Remote” Problem
A major discovery was that remote does not always mean work from anywhere. The product therefore classifies opportunities rather than lumping them together.
Worldwide remote
Open to candidates in any location.
Country-restricted
Advertised as remote, but limited to specific countries.
Visa sponsored
Employer supports work authorisation.
Relocation offered
Employer supports moving to the role's location.
This reduces the time international candidates spend opening jobs they cannot actually apply for, and makes eligibility a first-class part of discovery instead of something buried in the job description.
07
My Role
As Lead Product Manager, I worked across the product from research through to testing.
01
Research
02
Product strategy
03
MVP definition
04
Requirements
05
Prioritisation
06
Delivery
07
Testing
- Competitive analysis
- Defining product requirements
- Mapping user journeys
- MVP scoping and prioritisation
- Defining requirements for the browser extension
- Defining location matching requirements
- Privacy requirements
- Working with design and engineering
- Testing application flows across ATS environments
08
Product Trade-offs
How much of the application should the product automate?
Option A
Full application automation
Faster, but less candidate oversight and greater risk of inaccurate submissions.
Option B
Controlled auto-fill
Automates repetitive inputs while keeping the candidate responsible for reviewing and submitting.
Decision
Controlled auto-fill
Application quality stays with the person whose name is on the application.
Where should recurring screening answers live?
Option A
Centralised answer storage
Potentially simpler cross-device access, but greater sensitivity and privacy considerations.
Option B
Client-side protection
Keeps recurring candidate choices closer to the user.
Decision
Privacy-first approach
Convenience shouldn't require unnecessary centralisation of sensitive candidate information.
09
The Product Journey
Résumé to tracked application
Résumé upload
AI profile
Eligible remote jobs
Chrome extension
Auto-filled application
Candidate review
Submit
Application tracker
Each step hands something useful to the next one, which is what turns a set of features into a single connected workflow.
10
Outcome
1,000+
active users on the live product.
Verified product figure
Remote Edge brings job discovery, application assistance and application tracking into one connected workflow, reducing repetitive work while keeping candidates in control.
Other performance figures are deliberately left out of this case study until they can be substantiated from product data.