🔍Personalized Job Feed & Search
Access thousands of opportunities across all industries in Finland. Your feed is personalized based on your profile preferences (job categories, locations, languages, skill levels). Use the unified search with advanced filters to narrow down by keywords, job level, job type, city, and language.
What This Feature Does
Personalized Job Feed & Search brings aggregated job listings from multiple sources into a single interface tailored for Finland. Your feed is driven by your profile preferences and supports powerful search and filtering.
Key Capabilities
For You Feed
Jobs personalized by your job categories, locations, languages, and skill levels (from Settings → Preferences)
Updates when you change preferences
Category Feeds
Browse jobs by category (e.g. Information Technology, Healthcare, Hospitality)
Switch categories from the sidebar or feed
Curated feeds for your profession and career goals
Unified Search
Keyword search (min 2 chars, max 100)
Filters: company, category, pagination
Advanced filters (in the UI):
Job levels: Intern, Junior, Mid-Senior, Senior
Job types: Full-time, Part-time, Contract, Freelance, Remote, Hybrid
Cities: Finland cities
Languages: Finnish, English, Swedish
Sort options for relevance and recency
Data Quality
Jobs are cleaned, normalized, and categorized using a Hybrid rules (AI classification approach + Keywords embedding)
Each listing links to the original job source where you complete your application
Few percentage of job cateogies might be under incorrect classification. Users can hide or report those.
How to Use
Complete onboarding and set preferences so your For You feed is relevant
Use the Dashboard (Feed) to browse personalized or category-based jobs
Use the Search page to run keyword searches with advanced filters
Click through to the original job page to read full details and submit your application
Best Practices
Start broad, then narrow - Use Jobkeskus to get a broad view, then refine with filters
Save promising opportunities immediately so you don't lose track
Check notifications regularly - New listings appear as sources are updated every hour
Clear search cache after engagement (Update preferences from Settings → Preferences) if results feel stale
Last updated