Junior AI Solution Developer
Support the development of AI solutions for improved public service delivery.
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Overview
Support the development of AI solutions for improved public service delivery.
You have:
- Foundational knowledge of Python and common data or machine-learning libraries (e.g., pandas, scikit-learn, NLTK/spaCy, PyTorch or TensorFlow).
- Understanding of core machine-learning and natural language processing (NLP) concepts, including text classification and sentiment analysis.
- Exposure to building or consuming APIs and to deploying models or applications (e.g., Flask/FastAPI, Docker, or cloud services).
- Familiarity with version control (Git/GitHub) and collaborative software development practices.
- Interest in responsible and ethical AI, data privacy, and application of AI to public sector services.
- Ability to work with English and Kiswahili language data.
- Strong analytical and problem-solving skills, learn quickly, work independently, and deliver quality outputs within agreed timelines.
Contract
This is a UNV contract. More about UNV contracts.
Potential interview questions
| Describe a time when you had to develop a machine-learning model from scratch. What challenges did you face? | To assess your technical experience in machine-learning development. | Provide specific details about the project, your role, and how you overcame obstacles. |
| Can you explain how you would approach building a sentiment analysis tool? | To evaluate your understanding of the sentiment analysis process and related technologies. | Pro members can see the explanation. |
| Tell me about a time you received feedback on a project. How did you incorporate it into your work? | Pro members can see the explanation. | Pro members can see the explanation. |
| How do you ensure data privacy in your development work? | Pro members can see the explanation. | Pro members can see the explanation. |
| Describe your experience working with APIs. Can you give an example? | Pro members can see the explanation. | Pro members can see the explanation. |
| How do you approach collaboration in a team setting, especially in a remote environment? | Pro members can see the explanation. | Pro members can see the explanation. |
| What is your understanding of responsible AI, and why is it important? | Pro members can see the explanation. | Pro members can see the explanation. |
| Can you provide an example of a problem you have solved using data analysis? | Pro members can see the explanation. | Pro members can see the explanation. |
Added 2 months ago
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Updated 1 month ago
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Source:
unv.org