“Order Exchange” as an innovative recruitment mechanism for the catering market.
Reference number of the aid programme: SA.42799(2015/X), help_de_minimis: §42 of the Regulation of the Minister of Infrastructure and Development of 10 July 2015 on the granting by the Polish Agency for Enterprise Development financial assistance under the Operational Programme Intelligent Development 2014-2020The subject of this project is to develop a new service in the form of the first service on the catering market “the exchange of orders” in real time. The new service created as part of the project will be implemented into the existing GastroJob application. The scope of the project will cover a number of works that will be commissioned to the research unit: I. Feasibility study and evaluation of the possibility of implementing machine learning in Project II. Identification and mapping of processes III. Identification of available technologies IV. Preparation of prototype V prototype specifications. Preparation of engine prototype machine learning based on predefined algorithm VI. Development of a prototype alert system based on recommendations from the labour exchange VII. Implementation of the Beta application GastroJob VIII. Tests with IX users. Preparation for implementation The result of the project will be the development of “contracts exchange” with the following functionalities: — Use of artificial intelligence methods in determining the amount of remuneration. By using machine learning on a set of data from previous recruitments, we will be able to create a new algorithm that changes linearly, in real time, taking into account the current demand for work on specific jobs, a specific day and time. — Mechanism of matching the offer to the employee. The artificial intelligence model will be used to examine the correlation between the current workflow and the opportunity to find new jobs. As a result, the mechanism will match candidates to tenders on the basis of their skills, assessments of existing employers, portfolios and performance indicators. It will be a product innovation on scales