Consultancy - Data Science, Office of Innovation/Giga, 12 months, Barcelona, Spain, REQ

Contract

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UNICEF works in some of the world’s toughest places, to reach the world’s most disadvantaged children. To save their lives. To defend their rights. To help them fulfill their potential.

Across 190 countries and territories, we work for every child, everywhere, every day, to build a better world for everyone.

And we never give up.

For every child, innovate...

About Giga

Launched in 2019 as a joint initiative between UNICEF and ITU, Giga has set the ambitious goal to connect every school in the world to the internet.

Half of the world’s population has no regular access to the Internet. Millions of children leave school without any digital skills, making it much more difficult for them to thrive and contribute to local and global economies. This has created a digital divide between those who are connected and those who are not, a divide that has become even wider during the Covid-19 pandemic. UNICEF and ITU have therefore joined forces to create Giga, an initiative to connect every school in the world to the Internet and address this new form of inequality.

Giga focuses on connecting schools so that children and young people have access to information, opportunity, and choice. It also uses schools as anchor points for their surrounding communities: if you connect the school, you can also connect local businesses and services. This creates opportunities for service providers to generate revenue from paying users, making connectivity more sustainable. A 2021 report by the Economist Intelligence Unit found that a 10% increase in school connectivity can increase effective years of schooling by 0.6% and increase GDP per capita by 1.1%.

Just as building railroads allowed previously isolated towns to flourish, providing good quality Internet access will allow communities to participate in the digital economy for the first time. But Giga’s work in laying the tracks for connectivity is only one part of a wider effort to bridge the digital divide. UNICEF’s Reimagine Education initiative brings all of this work together and has set the goal of connecting every child and young person – some 3.5 billion - to world-class digital learning solutions by 2030. In addition to Giga, it includes components focusing on the affordability of data and content, access to devices, teacher certification and the engagement of young people. Along with ITU’s digital skills programme and other initiatives, Reimagine Education aims to ensure that, once connected, young people are empowered with the tools they need to shape their own futures.

You can read more about Giga’s work at https://giga.global and by following us on twitter @Gigaglobal

How can you make a difference?

We seek two (2) data scientists who can work with a diverse, global and interdisciplinary team to help us build and scale tools and products that support the successful, on-the-ground implementation of the Giga project.

You will:

• Process satellite imagery as well as other critical datasets. • Assess and identify new sources of data for Giga • Curate training samples for ML model development. • Develop, evaluate, run, and improve AI/ML models. • Analyze different datasets to generate new insights for Giga and its countries. • Capture findings in appealing stories and documentation.

Description of assignment

Tasks****End Prodcut / Deliverables****Time Frame****Percentage of payment1Process satellite imagery as well as other critical datasets- Scripts to download and process satellite imagery - Scripts to download and process other critical datasetsMonth 110%2Assess and identify new sources of data for Giga- List of sources of data - Documentation with evaluation and recommendation of datasetsMonth 210%3Curate training samples for ML model development- Scripts to curate training samples - Training samples and satellite imagery for school mapping ML development for 3 countriesMonth 3,415%4Develop, evaluate, run ML models- Script to run ML model - Results of running model in 3 countries - Report evaluating results in 3 countriesMonth 5,620%5Improve AI/ML models- Report with recommendations on how to improve models - Script with enhancements - Results from running updated modelsMonth 7,815%6Analyze different datasets to generate new insights for Giga and its countries- Scripts to analyze different datasets - Results from running analysis in 2-3 countries - Report documenting process and resultsMonth 9,1010%7Capture findings in appealing stories and documentation- Blogpost capturing results - Visualization storiesMonth 1110%8Handover- Final handover reportMonth 1210%To qualify as an advocate for every child you will have…

• Advanced degree in data science, computer science, or a related field
• At least five years of experience in data science, machine learning related fields
• Strong experience with machine learning and data analysis using Python or R
• Strong experience with computer vision algorithm development
• Experience with satellite imagery analysis and geospatial data is desirable
• Excellent communication skills and ability to present complex technical concepts to a non-technical audience.
• Experience with relational databases is an asset
• Experience with cloud services, like AWS, Azure
• Experienced and comfortable with remote team dynamics, process, and tools (Slack, Zoom, etc.)
• Developing country work experience and/or familiarity with emergency is considered an asset.
• Fluency in English is required. Knowledge of another official UN language (Arabic, Chinese, French, Russian or Spanish) or a local language is an asset.

Payment details and further considerations

• Payment of professional fees will be based on the submission of agreed deliverables. UNICEF reserves the right to withhold payment in case the deliverables submitted are not up to the required standard or in case of delays in submitting the deliverables on the part of the consultant. • Consultant is responsible for his/her own health and travel insurance • Consultant is responsible to arrange his/her own travel, including visa

Duty Station : Barcelona, Spain

Duration: 12 months

Insurance:

UNICEF will not be responsible for costs arising from accidents and/or illness incurred during the consultant’s service. Therefore, the selected candidate must provide proof of enrollment in a health/accident plan prior to starting his/her work.

How to apply:

• Interested applicant is required to submit a financial proposal with all-inclusive fee. Please complete your profile in UNICEF's e-Recruitment system. • Financial proposal must include travel costs (economy class), daily subsistence allowance (limited to UN official rates), and other estimated costs such as visa and travel/health insurance. Please indicate your ability, availability and financial proposal (in US$) to undertake the terms of reference above. • Applications submitted without a financial proposal will not be considered.

For every Child, you demonstrate…

UNICEF's values of Care, Respect, Integrity, Trust, Accountability, and Sustainability (CRITAS).

To view our competency framework, please visit here.

UNICEF is here to serve the world’s most disadvantaged children and our global workforce must reflect the diversity of those children. The UNICEF family is committed to include everyone, irrespective of their race/ethnicity, age, disability, gender identity, sexual orientation, religion, nationality, socio-economic background, or any other personal characteristic.

UNICEF offers reasonable accommodation for consultants/individual contractors with disabilities. This may include, for example, accessible software, travel assistance for missions or personal attendants. We encourage you to disclose your disability during your application in case you need reasonable accommodation during the selection process and afterwards in your assignment.

UNICEF has a zero-tolerance policy on conduct that is incompatible with the aims and objectives of the United Nations and UNICEF, including sexual exploitation and abuse, sexual harassment, abuse of authority and discrimination. UNICEF also adheres to strict child safeguarding principles. All selected candidates will be expected to adhere to these standards and principles and will therefore undergo rigorous reference and background checks. Background checks will include the verification of academic credential(s) and employment history. Selected candidates may be required to provide additional information to conduct a background check.

Remarks:

Only shortlisted candidates will be contacted and advance to the next stage of the selection process.

Individuals engaged under a consultancy or individual contract will not be considered “staff members” under the Staff Regulations and Rules of the United Nations and UNICEF’s policies and procedures, and will not be entitled to benefits provided therein (such as leave entitlements and medical insurance coverage). Their conditions of service will be governed by their contract and the General Conditions of Contracts for the Services of Consultants and Individual Contractors. Consultants and individual contractors are responsible for determining their tax liabilities and for the payment of any taxes and/or duties, in accordance with local or other applicable laws.

The selected candidate is solely responsible to ensure that the visa (applicable) and health insurance required to perform the duties of the contract are valid for the entire period of the contract. Selected candidates are subject to confirmation of fully-vaccinated status against SARS-CoV-2 (Covid-19) with a World Health Organization (WHO)-endorsed vaccine, which must be met prior to taking up the assignment. It does not apply to consultants who will work remotely and are not expected to work on or visit UNICEF premises, programme delivery locations or directly interact with communities UNICEF works with, nor to travel to perform functions for UNICEF for the duration of their consultancy contracts.