Empirical Job Advertisement Analysis2026
IT Support Skills in Demand in Finland
Technical skills, Microsoft technologies, languages, ITSM, networking and work-model signals in a frozen Finnish sample.
RESEARCH & PUBLICATIONS · 2026
Independent research on IT skills, systems and the future of support.
A transparent publication series combining verified Finnish job-advertisement analysis with evidence reviews and career-pathway research.
6Independent research projects
3Empirical job-advertisement studies
2Evidence reviews and pathway studies
01 — RESEARCH & PUBLICATIONS
Evidence presented with scope, method and limitations.
Each project is linked to its own public repository and final PDF. Sample sizes are shown individually; discovery pools are not presented as analytical observations.
Empirical Job Advertisement Analysis2026
Cybersecurity Skills in Demand in Finland
SOC/SIEM, IAM, cloud security, vulnerability management, standards, languages and security-certification signals.
Evidence Review2026
The Role of Artificial Intelligence in Modern IT Support
Benefits, risks, ticket classification, chatbots, human oversight, privacy, security and future Help Desk skills.
Focused Re-analysis2026
Microsoft 365, Entra ID and Intune Skills
A focused re-analysis of Microsoft, identity and endpoint-management signals in the master Finnish IT Support dataset.
Exploratory Empirical Analysis2026
Remote IT Support Jobs in Europe
Remote and hybrid IT Support evidence across Europe with skills, languages, location and employment-requirement scope.
N = 2 · Exploratory study · Not representative of the European market.
Evidence-Based Career Pathway Analysis2026
From Help Desk to Cybersecurity
Transferable skills and non-linear pathways from IT Support through systems, cloud, IAM, SOC and cybersecurity.
02 — METHOD & REPRODUCIBILITY
Research with visible boundaries.
Job-advertisement projects preserve individual URLs, source registers, inclusion/exclusion decisions, frozen datasets, data dictionaries and generated charts. Evidence-review projects preserve evidence tables with authorities, dates, evidence scope and limitations.
Independent research statement: These are independent research projects by Md Arafat Hossain. Business College Helsinki is referenced only as the author's former educational institution and did not author, supervise, fund, approve, publish or endorse these studies.
AI disclosure: AI-assisted tools were used for selected research-support activities, including information discovery, organization, language refinement, and document preparation. The author retained responsibility for source verification, research decisions, interpretation, and the final published work.