Job Title: Expressions of Interest: Junior Research Engineer, OPENAI – TCIS
Location: Abidjan, Côte d’Ivoire
Work Style: Remote
Consultant Type: Junior Consultant
Job Family: Information Technology
Department issuing the request: Corporate Information Technology Services (TCIS)
Duration of the Assignment: 6 Months (The renewal will be subject to the performance of the consultant and the availability of the budget)
Tentative Date of commencement: 02 May 2023.
Detailed Terms of Reference for the Assignment: The TOR is in annex 1 attached below
Brief Description of the Assignment
- The African Development Bank Group (AfDB) wishes to recruit a Junior Research Engineer to assist on a specific R&D1 project. He will support the development and testing algorithms, integrating machine learning models with applications, and providing support to end-users.
- The engineer will support the fine-tuning of openai models (text-davinci, gpt-3.5-turbo) for a given task and delivering a high-quality and efficient solution.
Introduction
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- The African Development Bank Group (AfDB) wishes to recruit a Junior Business Intelligence Developer.
- He/She will be responsible for developing and maintaining business intelligence solutions that support data analysis, reporting, and decision-making processes.
- He/She will work closely with other members of the development team to design, develop and maintain data models, ETL2 processes, dashboards, and reports.
- He/She will also collaborate with end-users to gather requirements and provide support as needed.
Supervision of the Mission:
- The consultant will perform the assignment under the supervision of the Business Intelligence Team Lead within Corporate Application Services (TCIS.1) division.
- The assignment can start as soon as possible.
Scope of Work
- Understanding the basics of openai language models and fine-tuning, prompt engineer.
- Preparing the dataset from AfDB knowledge base for fine-tuning.
- Fine-tuning the language model using the prepared dataset.
- Evaluating the performance of the fine-tuned model on the given task.
- Optimizing the model for efficiency and scalability.
- Collaborating with other team members to integrate the fine-tuned model into the application.
- Documenting the process and the results.
- Integrate machine learning models with applications using services such as Azure Functions, Azure Logic Apps, and Azure API Management.
Qualifications and Experience
- Master’s Degree in Computer Science, Information Systems, or related field with at least 2 years of experience.
- Be under 32 years of age on 31-DEC-2023.
- Past experience in fine-tuning and prompt engineer with openai or Microsoft Azure openai Service.
- Hands-on experience with openai’s GPT (Generative Pre-trained Transformer) text-davinci and/or gpt-3.5-turbo models.
- Experience with Azure services such as Azure Cognitive Service, Azure Machine Learning, Azure Functions, Azure Logic Apps, and Azure API Management will be a plus.
- Proficiency in Python and deep learning frameworks such as TensorFlow/PyTorch/Keras
- Experience with natural language processing (NLP) and text classification tasks.
- Strong problem-solving skills and ability to work independently as well as in a team environment.
- Good communication skills and ability to clearly explain technical concepts to non-technical stakeholders.
- Familiarity with version control tools such as Git.
Deliverables:
The Junior Research Engineer is expected to deliver the following:
- A report detailing the approach taken for fine-tuning the language model.
- A well-documented codebase for preprocessing the dataset and fine-tuning the language model.
- A trained and optimized model that can be used for the given task.
- An evaluation of the performance of the fine-tuned model.
- Documentation, including any challenges faced and how they were overcome.
Remuneration
- The consultant will receive a monthly lump sum rate based on his experience. No additional benefits or per diem will be paid.
- The individual consultant is responsible for his/her own health insurance and own accommodation costs.
HOW TO APPLY
Interested and qualified candidates should send their updated Curriculum Vitae (CV) to: [email protected] using the Job Title as the subject of the mail.
Click here for more information
Click here for the Job Description (PDF)
Note
- Please attach updated Curriculum Vitae on the basis of the template Here
- Any questions and requests for clarifications may be sent to: [email protected]
Deadline: April 3, 2023
Job Features
Job Category | Research / Survey |