Data Science Fellow (ML/NLP) Full-Time - Tenders Global

Data Science Fellow (ML/NLP) Full-Time

Organization: UNDP - United Nations Development Programme

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Background

 CORPORATE BACKGROUND:

UNDP works in about 170 countries and territories, helping to eradicate poverty, reduce inequalities and exclusion, and build resilience so countries can sustain progress. As the UN’s development agency, UNDP plays a critical role in helping countries achieve the Sustainable Development Goals.

The Istanbul International Center for Private Sector in Development (IICPSD) is the United Nations Development Programme (UNDP) global organization mandated to leverage the role of the private sector in development. The IICPSD was established in Istanbul, Turkey based on the Partnership Framework Agreement signed between the Government of the Republic of Turkey and the United Nations Development Program in March 2011. The center is one of the six global thematic policy centers of UNDP, supports the private sector and foundations to become transformative partners in development through research, advocacy, facilitation of public-private dialogue and brokering partnerships. IICPSD leads UNDP’s global work on private sector and foundations and supports UNDP’s offices all around the world.  

FELLOWSHIP OFFICE BACKGROUND:

The SDG AI Lab is a joint initiative of UNDP BPPS (Bureau for Policy and Programme Support) team, and it is hosted under UNDP IICPSD. The SDG AI Lab provides research, development, and advisory support through cutting-edge digital solutions in harnessing the potential of Artificial Intelligence (AI), Machine Learning (ML) and Geographic Information Systems (GIS) for sustainable development. The Lab aims to strengthen the UNDP’s internal and its partners’ capacities for the increasing demand for digital transformation. In addition, SDG AI Lab mobilizes volunteer data scientists under the Supporting Digital Transformation through Volunteerism partnership between UNDP IICPSD and United Nations Volunteers (UNV). Volunteer Data Scientist Initiative connects UNDP teams and data scientists to address development challenges such as Covid-19, disaster response, poverty, climate change and others.

The objective of the Data Science Fellowship is to provide the opportunity to work on how to deploy frontier technologies such as Artificial Intelligence (AI), Machine Learning, Deep Learning (DL), Natural Language Processing (NLP) on development issues. In particular, the Fellow will contribute to data acquisition, data analysis, modelling, deployment, and visualizations efforts.

 

Duties and Responsibilities

The Fellow will assist in the following duties and responsibilities:

No

Duties and responsibilities

% of time

1

Research and knowledge products development

  • Conduct research on application of Machine Learning (ML) and Natural Language Processing (NLP) approaches to development issues
  • Draft analytical briefs summarizing the project findings and methodologies accessible to the general public audience
  • Conduct the data maintenance and data acquisition activities of the SDG AI Lab

30 %

2

Development and implementation of digital solutions for SDGs utilizing AI/ML/DL/NLP

  • Develop Machine Learning (ML) and Natural Language Processing (NLP) solutions to tackle issues in the field of economic and international development
  • Support the team in developing and implementing ML and NLP solutions
  • Manage and document the complete ML/NLP project implementation process from conception to implementation

60 %

3

Other

  • Provide as needed support to the Technical Specialist as required for, amongst others, participating in meetings, conferences, providing administrative support, drafting meeting minutes and performing other functions and duties 
  • Contribute to the SDG AI Lab’s Volunteer Data Scientists Initiative through advancing the volunteer engagement in SDGs related projects

10 %

Competencies

IT skills:

  • Proven knowledge and expertise in development and implementation of projects in the field of machine learning, specifically with Scikit-learn, Tensorflow or Pytorch
  • Experience in development and implementation of projects in the field of natural language processing, specifically with NLTK, Spacy, Bert, GPT3, RoBERTa
  • Strong proficiency in programming languages, preferably Python or R
  • Comprehensive knowledge of SQL and data modelling
  • Hands on experience in data science and data visualization projects using Power Bi/Tableau is an asset

Language skills:

  • Fluent in English with excellent reading and writing skills is required.
  • Proficiency in Turkish is an asset

Other competencies and attitudes:

  • Interest and motivation in working in an international organization
  • Good analytical skills in gathering and consolidating data and research for practical implementation
  • Outgoing and initiative-taking person with a goal-oriented mind-set
  • Communicates effectively when working in teams and independently
  • Good in organizing and structuring various tasks and responsibilities
  • Displays cultural, gender, religion, race, nationality and age sensitivity and adaptability
  • Responds positively to feedback and differing points of view
  • Consistently approaches work with energy and a positive, constructive attitude.

Required Skills and Experience

Education:

Candidates must meet one of the following educational requirements:

  • currently enrolled in a postgraduate programme (such as a master’s programme or higher)
  • have graduated no longer than 2 years ago from a university degree or equivalent studies.

Field of study: Computer Engineering, Computer Science, Statistics, Econometrics, Mathematics, Economics  or equivalent.

 

No

Duties and responsibilities

% of time

1

Research and knowledge products development

  • Conduct research on application of Machine Learning (ML) and Natural Language Processing (NLP) approaches to development issues
  • Draft analytical briefs summarizing the project findings and methodologies accessible to the general public audience
  • Conduct the data maintenance and data acquisition activities of the SDG AI Lab

30 %

2

Development and implementation of digital solutions for SDGs utilizing AI/ML/DL/NLP

  • Develop Machine Learning (ML) and Natural Language Processing (NLP) solutions to tackle issues in the field of economic and international development
  • Support the team in developing and implementing ML and NLP solutions
  • Manage and document the complete ML/NLP project implementation process from conception to implementation

60 %

3

Other

  • Provide as needed support to the Technical Specialist as required for, amongst others, participating in meetings, conferences, providing administrative support, drafting meeting minutes and performing other functions and duties 
  • Contribute to the SDG AI Lab’s Volunteer Data Scientists Initiative through advancing the volunteer engagement in SDGs related projects

10 %

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