Employability research
Future Skills Radar.
September 2026 — based on 252,492 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.
AI shows up in 3,708 postings in August 2026 (87.4 per 1,000). Python, cloud, machine learning and cybersecurity all clear the 20-per-1,000 line, so technical ads keep circling around data-heavy stacks.
Non-tech is just as busy. Customer Service appears in 2,988 postings (70.5 per 1,000), Sales in 2,964 and B2B SaaS in 2,688. Project Management lands 1,094 mentions. On the role side Software Engineer still tops at 4,521 postings, but Account Executive is next with 2,566 and Operations with 1,332.
What to focus on
- →AI: mentioned in 3,708 postings in August 2026, 87.4 per 1,000 postings.
- →Customer Service: mentioned in 2,988 postings in August 2026, 70.5 per 1,000 postings.
- →Sales: mentioned in 2,964 postings in August 2026, 69.9 per 1,000 postings.
- →Project Management: mentioned in 1,094 postings in August 2026, 25.8 per 1,000 postings.
- →Cybersecurity: mentioned in 906 postings in August 2026, 21.4 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 September 26, 2026 — Data from tyomarkkinadata.fi
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