Modeling the optimal demand for freelance-applications of the IT enterprise by the Monte Carlo method
The research on the empirical distribution range of the freelance-applications demand at the IT company has been carried out, which is an important factor of the IT professionals work efficiency. For the Monte Carlo method realization, for simulating the random process - the demand for freelance-applications represented by a variation series, the sequences of the random numbers was generated, moreover, their distribution density is the same as in the distribution law which is under consideration. To verify the correctness of the hypothesis that the distribution of freelance applications demand statistics at IT company is subject to the Poisson distribution law, the Pearson criterion of consistency with a significance level of 0.05 was used. This made it possible to find the number of IT company staff members by calculating their optimal number for IT company by using the Monte Carlo method, which optimizes the need in staff for ensuring the effective work of IT company.