Employability research
Future Skills Radar.
October 2026 — based on 260,690 job postings analyzed
We analyze job postings from companies like Stripe, Cloudflare, NVIDIA, Salesforce, Spotify, and 200+ other global growth companies. AI classifies every posting into skills, professions, industries, and seniority levels to show what the market actually demands right now.
Tech-heavy roles still dominate the boards. AI is on top with 3 713 postings, 89.7 per 1 000 in September 2026. Close behind sit machine learning, cloud, cybersecurity and Python, each around 25 per 1 000 or more.
But the data also highlights evergreen commercial work. Sales skills show up in 2 310 postings, 55.8 per 1 000, and customer service in 2 142 postings, 51.7 per 1 000. Project management appears in 964 postings, 23.3 per 1 000 alongside strong demand for account executives and operations leads.
What to focus on
- →AI: mentioned in 3 713 postings in September 2026, 89.7 per 1 000 postings.
- →Sales: mentioned in 2 310 postings in September 2026, 55.8 per 1 000 postings.
- →Customer Service: mentioned in 2 142 postings in September 2026, 51.7 per 1 000 postings.
- →Data Analysis: mentioned in 1 628 postings in September 2026, 39.3 per 1 000 postings.
- →Project Management: mentioned in 964 postings in September 2026, 23.3 per 1 000 postings.
Skills in demand
Learn together
These skills appear together in job postings. Learning them as a set makes you more competitive.
Professions in demand
Generated October 1, 2026 — Data from tyomarkkinadata.fi
Want the interactive version?
The full Työmarkkinadata platform has AI chat, real-time filtering, and training recommendations.