The way your income is taxed may differ depending on whether you have a fellowship, whether you are being paid from a grant, whether you have a regular contract of employment, etc. The tax rules are complicated so ask advice from your tax office.
For more detailed information on tax issues, follow these links:
Finnish Tax Administration
European Commission, taxation and custom unions