The paper discusses practices of science and technology priority setting with respect to national and global challenges. General approaches to priority setting with particular focus on types of priorities, selection criteria, methodologies and formal procedures are illustrated on international experience (for Germany and the UK). Recent developments and problems to be resolved in S&T priority setting are analysed in detail for the case of Russia. The solutions suggested target ensuring practical applicability, objectivity, and transparency of priority setting procedures and results.