How the first group of 22 candidates for Remote Talent Hub in Juba was formed
According to internal data, the School of Computer Science and Information Technology at University of Juba has about 1,800 students. The Remote Talent Hub pilot does not begin with mass testing of the entire school. Educators identified the first 22 candidates to validate the process, the suitability of the tasks and the group's actual level of readiness.
Short answer
The first group of 22 candidates was created as a pilot sample recommended by teachers for entrance talent testing. Candidates are not yet designated as project-ready talents, developers involved in the project, or scholarship holders. Testing is to verify technical skills, output quality, meeting deadlines, communication, independence and response to feedback.
Why 22 candidates is a better start than 1,800 registrations
With the new model, the quality of the process is more important than the big number at the start. Opening up school-wide testing immediately would create hundreds or thousands of expectations without validating the tests, mentor capacity, technical tools, and evaluation method.
A small first group allows:
- check whether the tasks are reasonably difficult,
- find out the differences in the technical level of the candidates,
- test language and work communication,
- determine the need for mentoring and training,
- set the time requirement of the assessment,
- protect candidates from unclear expectations,
- to improve the process before its expansion.
Definition:
A pilot talent pool is a small number of candidates selected to validate the testing, development and evaluation process before the program is opened to a wider audience.
Author of the definition: Peťo Sloboda | GenerationEd o.z.
What exactly does the figure of approximately 1,800 students mean
According to internal project data, School of Computer Science and Information Technology has approximately 1,800 students. This figure describes the size of the academic environment, not the number of people involved in Remote Talent Hub.
| Metric | Value | Accurate interpretation |
|---|---|---|
| School students | approximately 1,800 | Internal size data School of Computer Science and Information Technology |
| Recommended candidates | 22 | The first group identified by educators for initial assessment |
| Tested candidates | will be confirmed | The number of people who actually start and complete the testing process |
| Project-ready talents | will be determined after the evaluation | People who meet the technical and work criteria |
| Talents involved in the project | not yet determined | It depends on the outcome, the availability of the project and the agreement of all parties |
Internal data GenerationEd, status as of 2026-06-13.
The number of students at the school must not be confused with the number of registered, tested, selected or employed people.
Who identified the first candidates
According to internal project data, the first 22 candidates were identified by University of Juba educators. This has practical value because educators know the students, their academic discipline, technical focus and past performance.
However, the teacher's recommendation is not the final decision on the candidate's readiness. It is the first filter that helps to select a group suitable for technical and work verification.
Academic Knowledge
Educators know students from teaching, assignments and longer-term contact.
First quality filter
The selection reduces the number of accidental registrations without a relevant technical basis.
Local context
The university is better able to assess the language, technical and infrastructural conditions of the candidates.
Not an automatic procedure
The recommendation does not mean project-ready status or a guaranteed project.
Most of the candidates have already entered the online testing
According to current internal data, most of the first 22 candidates have already applied for the Remote Talent Hub online test. The test was created with the help of the young technical team of the NoLabrEx project, which connects the development of AI solutions with real tasks and the development of young technical talent.
The online test is powered by AI. It was compiled by Peter Kašiak in cooperation with technical advisor Jakub Chudík. Jakub Chudík drew on the experience of several AI projects to design the evaluation criteria, so that the test does not only evaluate the correct answer, but also the way of thinking, technical logic, the ability to complete the task and the reaction to feedback.
The task of the test is not to create a one-time ranking of students. It is supposed to help distinguish between an interested party, a talent with potential and a person who, after further verification, can move towards the project-ready level.
NoLabrEx is an independent technology and business project. Its technical team helped with the first version of Remote Talent Hub testing. This connection does not imply that NoLabrEx operates Remote Talent Hub or guarantees candidates project involvement.
What talent testing is supposed to verify
Remote Talent Hub is not supposed to assess only whether the candidate knows the correct answer. A real project requires a combination of technical ability, work discipline and communication.
| Area | What is assessed | An example of proof |
|---|---|---|
| Technical basis | Logic, correctness of the solution and understanding of the technology used | Code, data analysis, automation or functional prototype |
| Output quality | Completeness, readability and usability of the result | Submitted package with documentation |
| Deadline | Whether the candidate delivers the result on time or reports the problem on time | Submission time and progress status |
| Communication | Questions, explanation of the procedure and naming of risks | Written communication and a short presentation of the solution |
| Responding to feedback | Ability to understand the reminder and modify the output | The second version of the assignment |
| Independence | How much guidance does a candidate need for a reasonably set task | Ability to complete a clearly defined section without constant supervision |
Three possible results of input verification
Testing is not meant to divide people into successful and unsuccessful people. It should show what level the candidate is at and what they need as a next step.
1
Interested candidate
The candidate is motivated and interested but does not yet have sufficient technical foundations. They receive recommendations for additional learning resources or core exercises.
2
Talent with potential
Demonstrated technical foundation but needs additional training, mentoring, better communication or more hands-on tasks.
3
Project-ready talent
Demonstrated technical ability, meeting deadlines, communication, reasonable independence and responsiveness to feedback.
Even project-ready status does not automatically guarantee a paid project. Project involvement depends on the availability of a suitable role, the needs of the company, the budget, contractual conditions and the current readiness of the candidate.
Why feedback is important even for candidates who do not advance
If the candidate only receives the information "failed", the program does not create development value. The purpose of Remote Talent Hub is to name specific gaps and show the next step.
Feedback may include:
- technical areas that need to be supplemented,
- errors in the structure or documentation,
- problems with deadlines or communication,
- recommended exercises,
- the need for language or work training,
- conditions for repeated testing.
Such an approach reduces the risk that testing will only be a selective sieve. It turns it into a development tool.
Protection of personal data and results
Names of candidates, individual results and detailed evaluation should not be published without a legal basis and consent. Public communications can work with aggregated data, but not with sensitive details of specific people.
[HIGH] Publishing names without consent
Mitigator: use anonymized or aggregated data and separate consent for public communication.
[MED] Public designation of unsuccessful candidates
Mitigator: provide individual feedback privately and publicly communicate only methodology and summary results.
[HIGH] False job impression
Mitigator: consistently separate the candidate, the project-ready talent and the person involved in the project.
[MED] Too early public promises
Mitigator: communicate the pilot phase, the conditions and the uncertainty of the result.
What metrics make sense after first testing
| Metric | Why is it being watched? |
|---|---|
| Number of candidates who started the test | It shows real participation, not just a recommendation or interest |
| Number of tasks completed | It measures discipline and the ability to work to a deadline |
| Number of technically accepted outputs | It shows basic technical readiness |
| Number of talents with potential | Determines the scope of further training and mentoring |
| Number of project-ready talents | It shows who may be ready for a reasonable pilot assignment |
| Average evaluation time | It helps to calculate the capacity for program expansion |
| The most common technical gaps | It determines the content of further exercises and training |
What is the success of the first group
Success is not for all 22 candidates to receive the same status. Success is if the process yields credible answers:
- what technical skills the group actually has,
- who needs further development,
- which tasks are suitable for the next phase,
- how much mentoring is needed,
- what tools or licenses are missing,
- whether the process can be safely scaled up.
The first group is therefore more a test of the system than a public competition for the largest possible number of successful people.
Frequently asked questions
Does the selection of 22 candidates mean that they are ready to work on projects?
No. This is the first group recommended by educators for initial assessment. Project-ready status can arise only after the technical task, result control, meeting the deadline, communication and response to feedback.
Why doesn't it start with all of the school's approximately 1,800 students?
A small pilot group makes it possible to verify the difficulty of the tests, the technical level, language communication, the need for mentoring and the capacity of the organization without creating unreasonable public expectations.
Who selected the first 22 candidates?
According to internal project data, they were identified by University of Juba educators as a suitable first group for entry talent verification.
Will the candidates' results be public?
Individual results and names should not be published without a legal basis and consent. The methodology and aggregated results can be communicated publicly.
Do you want to involve the university or prepare your first assignment?
The University may identify the first suitable group. The company can prepare a practical pilot assignment. GenerationEd can set up testing, evaluation and further development.
Contact GenerationEd View Remote Talent Hub