Welcome to this coding exercise. We hope you enjoy doing this exercise as much as we did while preparing it. Please read carefully this document and don’t hesitate in asking any questions you might have.
The problem has been designed so the solution can be done incrementally. We recommend you work on the deliverables in the order they have been defined, so you can start with a basic solution and then go for the extra requirements.
Good luck!
The temporary recruitment agency called TeneJob wants to optimize the way they assign their workers to the different shifts of the jobs they work with.
In order to help them with this mission, you need to build an API endpoint that will accept a list of workers and shifts and return the best pairing options.
The problem has 3 main entities: Worker, Shifts, and Matchings.
A Worker has a weekly availability which is the days of the week (not including weekends) they can work. For example, a worker might only be able to work on Mondays and Wednesdays. Also, a worker might have a payrate, which is the amount of money paid to him for each shift he works on.
A Shift is a piece of work that needs to be done by a worker. To simplify the problem, you can consider a shift takes a whole day to be completed.
A Matching is the pairing of one worker with one shift. Two rules apply to shifts:
- A worker can only work on one shift during the same day
- A shift can only be matched with one worker
- REQUIRED: Provide an API endpoint that receives a list of workers and a list of shifts and returns the optimal list of matchings. A list of matchings is optimal if each worker is paired with at least one shift. Keep in mind that in some scenarios, your algorithm won't able to get an optimal solution. In that case, you should be able to detect the situation and return a message indicating this.
You will need to provide a dockerized system we can run as a docker container, to test your solution. This requirement is mandatory , we won’t be evaluating any solution that cannot be tested using docker container.
Optionally, you can try to deploy your dockerized application in some free service like Heroku, just to make easier the evaluation from our side.
You’re free to build this API in any language you consider appropriate, using any web server, framework or library you want to add.
The endpoint input and output should be sent in JSON format and it need to be REST compliant. The structure and an example of these are provided as an example in a separate file alongside this document.
Please provide any documentation you consider necessary for us to test your endpoint (e.g. port number, known limitations).
We will be focusing on reviewing the following aspects of your solution:
- How organized your code is, the structure of your application, and design patterns
- The efficiency of your method to generate the matchings
- Documentation and code readability
- Good development practices: o Unit tests o Input data validation o Error handling o ...
Please submit your solution as a zipped git repository or upload it to any cloud code repository (preferable Github or Gitlab).