01
Discover jobs publicly
Search current roles across supported markets before you even create an account. Discovery starts open, then becomes more useful once you save roles.
Workspace + jobs layer + reusable AI support
CareerLayer helps you search smarter, tailor faster, and build a stronger application workflow over time.
Browse public jobs, save promising roles, build a reusable candidate profile, and get AI support grounded in the roles you actually want to pursue.
Career intelligencePublic jobs discoverySaved rolesPrivate workspace
Career workspace
LiveCareerLayer
A career workspace for discovering jobs, saving roles, and building stronger applications over time.
Example saved roles
WorkspaceProduct Analyst
Stockholm · Hybrid
AI Operations Associate
Oslo · Remote
CareerJobsWorkspaceAI support
Why it works
More than a generic AI helper
Generic AI can analyze a CV once. CareerLayer becomes more useful over time because it connects your profile, saved roles, current jobs data, and AI output into one structured workflow.
- • Public jobs discovery brings users in
- • Saved roles and profile keep the product useful between sessions
- • AI support becomes more grounded in real opportunities
- • Rollout can stay focused without limiting the long-term brand
Jobs → Workspace
Discovery first, then structure
The jobs page brings useful opportunities into the product. The workspace turns those opportunities into a reusable process.
- • Public jobs page for acquisition
- • Save interesting roles into your account
- • Use live jobs context inside AI support
- • Build a stronger workflow over time
Workflow
From job discovery to a persistent career workspace.
02
Save jobs into your workspace
Move relevant roles into your private workspace, where your profile, saved jobs, and search context stay connected between sessions.
03
Generate reusable support
Create fit briefs, stronger CV bullets, and better interview preparation using your materials and current jobs context.
What CareerLayer is
A structured layer between you and the job market.
01
Not just CV analysis
CareerLayer is designed as a persistent workspace rather than a one-off upload-and-analyze tool.
02
Better search discipline
The jobs layer creates a cleaner route from discovery to action, so promising roles do not disappear into browser tabs.
03
Stronger long-term fit
Your profile, saved roles, preferences, and job market context become more useful together over time.
Current version
What this product includes
- • Public jobs page
- • Sweden jobs ingestion pipeline
- • Profile save and load
- • Saved jobs workflow
- • Account-based returning-user flow
- • Login, signup, and password reset
Future intelligence
Built to preserve career-market context
CareerLayer keeps jobs and raw source data instead of throwing it away. Later, this can support analytics on which companies are hiring, what skills are requested, which roles are growing, and how the market changes over time.
- • Job history preserved for data mining
- • Raw source records kept for future cleaning
- • Expired jobs can be hidden without deletion
- • Future AI layer can analyze trends and career paths