Recrutement de 01 Junior Data Scientist

Recrutement de 01 Junior Data Scientist
Junior Data Scientist
Egypt
6 months

Advertisement end date:27/07/2024

General
Description of assignment title
Junior Data Scientist

Assignment country
Egypt

Expected start date
28/07/2024

Sustainable Development Goal
2. Zero hunger

Volunteer category
National UN Youth Volunteer

Host entity
WFP

Type
Onsite

Duration
6 months
(with possibility of extension)

Number of assignments
1

Duty stations
Cairo

Details
Mission and objectives
The World Food Programme (WFP) is the leading humanitarian organization saving lives and changing lives, delivering food assistance in emergencies and working with communities to improve nutrition and build resilience.

As the international community has committed to end hunger, achieve food security and improved nutrition by 2030, one in nine people worldwide still do not have enough to eat. Food and food-related assistance lie at the heart of the struggle to break the cycle of hunger and poverty.

In 2020, WFP assisted 115.5 million people – the largest number since 2012 – in 84 countries.
For its efforts to combat hunger, for its contribution to bettering conditions for peace in conflict-affected areas and for acting as a driving force in efforts to prevent the use of hunger as a weapon of war and conflict, WFP was awarded the Nobel Peace Prize in 2020.

WFP’s efforts focus on emergency assistance, relief and rehabilitation, development aid and special operations. Two-thirds of our work is in conflict-affected countries where people are three times more likely to be undernourished than those living in countries without conflict.

In emergencies, WFP is often first on the scene, providing food assistance to the victims of war, civil conflict, drought, floods, earthquakes, hurricanes, crop failures and natural disasters. When the emergency subsides, WFP helps communities rebuild shattered lives and livelihoods. We
also
work to strengthen the resilience of people and communities affected by protracted crises by applying a development lens in our humanitarian response.

WFP development projects focus on nutrition, especially for mothers and children, addressing malnutrition from the earliest stages through programmes targeting the first 1,000 days from conception to a child’s second birthday, and later through school meals.

Context
more than 115.5 million people in 120 + countries each year, the World Food Program (WFP) is the leading humanitarian organization saving lives and changing lives, delivering food assistance in emergencies, and working with communities to improve nutrition and build resilience. As the international community has committed to end hunger, achieve food security and improved nutrition by 2030, one in nine people worldwide still do not have enough to eat. Food and food-related assistance lie at the heart of the struggle to break the cycle of hunger and poverty. WFP’s Regional Bureau for the Middle East and Northern Africa (RBC), based in Cairo, Egypt, provides strategic guidance, policy/technical support, and direction to WFP operations and activities in 16 countries: Algeria, Armenia, Egypt, Iran, Iraq, Jordan, Lebanon, Libya, Moldova, Morocco, State of Palestine, Syria, Tunisia, Turkey, Ukraine and Yemen. These country offices aim to assist roughly one-third of all of WFP’s beneficiaries (approx. 30 million) in some of the most critical humanitarian emergencies of our time. RBC is also active in the ‘Changing Lives’ side of WFP’s mandate, helping national governments and local communities improve nutrition, livelihoods, school feeding, social protection, climate and disaster risk reduction, and other programs that build resilience and support development”. This assignment is part of WFP RBC’s Google AI sandbox initiative. This initiative creates a safe environment to pilot AI use cases relevant to RBC in coordination with HQ. This assignment is to support the identified regional AI use cases by evaluating, benchmarking, and supervising the training of various AI models such as Gemini, Llama, and GPT-4.

Task description
•Identify state of the art AI models that fits the use cases at hand.
• Train/retrain AI models with relevant annotated datasets.
• Model Evaluation and Optimization: Assess model performance, identify areas of improvement, and fine-tune hyperparameters to optimize the models. Use techniques like grid search or Bayesian optimization for parameter tuning.Exploratory Data Analysis (EDA): Perform EDA to gain insights into the data, identify patterns, correlations, and outliers. Use visualizations and statistical techniques to summarize and present the findings.
• Feature Engineering: Create new features from existing data that can improve the performance of machine learning models. This includes feature extraction, transformation, and selection.
• Natural Language Processing (NLP): Work on tasks related to text data, such as sentiment analysis, text classification, or named entity recognition. Utilize NLP libraries like NLTK, SpaCy, or Transformers.
• Collaboration and Documentation: Collaborate with team members, document your work, and maintain a clear and organized record of your analysis, code, and results. Contribute to the organization's knowledge base or data science repository.

Eligibility criteria
Age
18 - 80

Nationality
Candidate must be a national or legal resident of the country of assignment.

Requirements
Required experience
No experience required

Area(s) of expertise
Information technology

Driving license
-

Languages
Arabic, Level: Fluent, Required
English, Level: Working knowledge, Required

Required education level
Bachelor degree or equivalent in Data Science, Data Engineering.

Competencies and values
• Competencies and values:
• Adaptability and flexibility
• Creativity
• Planning and organising
• Self-management

Other information
Living conditions and remarks
Cairo, Egypt is a family duty station with a wide range of services (health, education and leisure) and good living conditions. It has long been a center of the region’s political and cultural life, with high levels of tourism. Like other similar cities, Cairo offers good quality of life in terms of access to shopping centers, banks, medical services, educational facilities, cultural events, etc. The Arab Republic of Egypt has a unique geographical position in Northeast Africa, at the crossroads of Europe and Asia, on the Mediterranean and Red Sea, and its connection to Sub Saharan Africa through the Nile Valley.
UN National Youth Volunteer gets the following package:
• Volunteer Living Allowance (around EGP 40,940/Month)
• Entry Lump-Sum = USD 400 (one-time payment)
• Exit Lump-Sum upon completion of contract.
• Medical and life Insurance premium/Cigna (100%) and dependents policy.
• Access to UNV E-Campus for training and learning including access to LinkedIn learning.
Further entitlements and information available at: https://www.unv.org/volunteer-your-country-conditions-service.

Inclusivity statement
United Nations Volunteers is an equal opportunity programme that welcomes applications from qualified professionals. We are committed to achieving diversity in terms of gender, care protected characteristics. As part of their adherence to the values of UNV, all UN Volunteers commit themselves to combat any form of discrimination, and to promoting respect for human rights and individual dignity, without distinction of a person’s race, sex, gender identity, religion, nationality, ethnic origin, sexual orientation, disability, pregnancy, age, language, social origin or other status.