World bank data scientist


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WATCH RELATED VIDEO: HOW TO GET DATA FROM WORLD BANK -- data science -- machine learning -- data analysis -- eda

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Deforestation is the permanent removal of trees to make room for something besides forest. Deforestation can include clearing the land for farming or livestock, or using the timber for fuel, construction or manufacturing. Forests also are a source of food, medicine and fuel for more than a billion people. Worldwide, forests provide Forests are an important natural resource, but humans have destroyed substantial quantities of forested land.

In North America, about half the forests in the eastern part of the continent were cut down for timber and farming between the s and late s, according to National Geographic. Today, most deforestation is happening in the tropics. Areas that were inaccessible in the past are now within reach as people build new roads through the dense forests. The World Bank estimates that about 3. In the past 25 years, forests shrank by , square miles 1.

Often, deforestation occurs when people cut or clear forested area to make way for agriculture or grazing. The Union of Concerned Scientists UCS reports that just four commodities are mostly responsible for the vast majority of tropical deforestation: beef, soy, palm oil and wood products.

UCS estimates that an area the size of Switzerland 14, square miles, or 38, square km is lost to deforestation every year. People often light fires to clear land for agricultural use. First, workers harvest valuable timber, then burn the remaining vegetation to make way for crops like soy, or for cattle grazing.

In , the number of human-lit fires in Brazil skyrocketed. Many forests are cleared to make way for palm oil plantations. Palm oil is the most commonly produced vegetable oil and is found in half of all supermarket products.

Growing the trees that produce the oil requires the leveling of native forest and the destruction of local peatlands — which doubles the harmful effect on the ecosystem. Forests can be found from the tropics to high-latitude areas and contain a wide array of trees, plants, animals, fungi and microbes, according to WWF. When forests are destroyed, complex ecosystems are disrupted or perish.

Human communities that depend on forests also suffer the consequences of widespread deforestation. In countries like Uganda, people rely on trees for firewood, timber and charcoal. From to , , Uganda lost more than 3, square miles 9, square kilometers of its forest cover, Global Forest Watch reported. Families send children — primarily girls — to collect firewood, and kids have to trek farther and farther to get to the trees, Ugandan entrepreneur Sanga Moses told the website Good Black News GBN Collecting enough wood often takes all day, so the children miss school, GBN reported.

The report also found that over half the global population relies on forested watersheds for their drinking water as well as water used for agriculture and industry. Deforestation in tropical regions can also affect the way water vapor forms over the canopy, which can reduce rainfall.

A study published in the journal Ecohydrology showed that parts of the Amazon rainforest that were converted to agricultural land had higher soil and air temperatures, which can exacerbate drought conditions.

In comparison, forested land had rates of evapotranspiration that were about three times higher, adding more water vapor to the air. Trees also absorb carbon dioxide, mitigating the emission of greenhouse gases produced by human activity. As climate change continues, trees play an important role in carbon sequestration, or the capture and storage of excess carbon dioxide.

Deforestation not only eliminates vegetation that is important for removing carbon dioxide from the air, but the act of clearing the forests also produces greenhouse gas emissions.

The Food and Agriculture Organization of the United Nations says that deforestation is the second-leading cause of climate change. The first is the burning of fossil fuels. Developing alternatives to deforestation can help decrease the need for tree clearing.

For example, the desire to expand the amount of land used for agriculture is a compelling economic reason to deforest an area. But if people adopted sustainable farming practices or employed new farming technologies and crops, the need for more land might be diminished, according to the UN's Sustainable Forest Management Toolbox.

Forests can also be restored, through replanting trees in cleared areas or simply allowing the forest ecosystem to regenerate over time. The goal of restoration is to return the forest to its original state, before it was cleared, according to the U. Forest Service. The sooner a cleared area is reforested, the quicker the ecosystem can start to repair itself. Afterward, wildlife will return, water systems will reestablish, carbon will be sequestered and soils will be replenished.

Everyone can do their part to curb deforestation. We can buy certified wood products — made from wood that has been sustainably harvested — go paperless, limit our consumption of products that use palm oil and plant a tree when possible. However, deforestation is a global problem that won't be overcome by individual actions, and will require large-scale efforts by nations' leaders to change course and reduce forest destruction.

In , more than countries pledged to end and reverse deforestation by , signing an agreement at the 26th annual United Nations Climate Change Conference COP26 in Glasgow. Read more about the problems caused by deforestation according to the International Union for the Conservation of Nature.

The Guardian, "One football pitch of forest lost every second in , data reveals," June 27, Rainforest Rescue, "Palm oil — deforestation for everyday products". Oliveira et al. Sarah Derouin is a science journalist based in Michigan. She has a doctorate in geology from the University of Cincinnati and is a graduate of the University of California-Santa Cruz Science Communication program.

Her work has appeared in Eos, Mongabay, Scientific American, and other news outlets. She is also an assistant producer on Big Picture Science radio show and podcast. Live Science. Jump to: Why do people destroy forests? What are the consequences of deforestation?

Are there solutions to deforestation? Additional resources Bibliography. Sarah Derouin.



Data Scientist at The World Bank Group in Washington, DC

Its purpose are i to improve global data and analysis of the socio-economic circumstances of forcibly displaced populations refugees, IDPs and stateless , and ii to influence the internal organisation and delivery of data and analytics on forced displacement within the respective organisations. The Head and Deputy Head will lead a team of approximately 12 professionals composed of economists, statisticians, data scientists and information technology specialists. The individual team members will manage the resources human, technical and financial required for the successful completion of their assigned tasks. All UNHCR staff members are accountable to perform their duties as reflected in their job description. Applied Math, Statistics, Economics, Computer Science or other relevant field with a focus on data science.

The International Finance Corporation (World Bank) is dedicated to eradicating poverty and providing opportunities.

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World Bank Group

world bank data scientist

Practice real behavioral, product design, strategy, data analysis, and estimation PM interview questions. Research Reports. Austin, TX, US. He has a PhD in Management Control.

A partnership between international organizations and companies, created to facilitate the use of third-party data in research and international development.

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My name is Harriet Mugera. I am a young, energetic, female African Economist and data scientist. My main research interests include poverty, labor, migration, agriculture and rural development. I have a particular interest and passion for agriculture as I come from a farming family in the Kenyan rift valley highlands. As a member of the Living Standards Measurement Study team, I am expert in survey instrument development, field operations, data quality control and analysis of household and agricultural survey data.


World Bank Integrity Vice Presidency Project: Kickstarting Data Science

Client Orientation: Proactively addresses client needs. Takes personal responsibility and accountability for timely response to client queries, requests or needs. Anticipates client needs and responds based on clear understanding of needs and concerns. Seeks to understand the World Bank strategies at a global level and within the context of diverse internal and external stakeholders. Asks probing questions to understand the client's underlying needs; offers solutions to meet those needs. Works to remove obstacles that may impede execution or overall success.

The World Bank Group works in every major area of development. and thus volume requires data scientist to use new methodologies to attain enough data.

The COVID pandemic is having a tremendous socioeconomic impact around the world, the scale of which is still hard to assess. We have gathered a unique team of computer scientists, social scientists, and business leaders to gather massive datasets from the private sector in order to provide live and actionable insights for other researchers, policymakers, and the general public, while respecting privacy. Our objective will be to provide datasets quickly to researchers to allow for a rapid assessment of the impact of policies aimed at mitigating the spread of the COVID pandemic, and to quantify the extent to which changes in mobility, social interactions, and purchasing patterns relate to health and economic outcomes at a very high resolution. The goal of this collaboration will be to provide datasets leading to research for policymakers to implement policy actions in a timely, efficient, and targeted way.


Are you hearing a lot of data-themed buzzwords lately? Are you wondering whether the use of data science can help a project on which you are working? Using data makes it easy to prove the efficacy of a project and inform your decisions. More simply, data science is the process of taking all the data you have lying around and turning it into actions. Who are we?

Each row and column is uniquely numbered to make it orderly and efficient.

Maria Ruth Jones cofounded and now leads DIME Analytics, an initiative to improve the quality, transparency, and reproducibility of empirical research. Her research interests center on survey methods, innovations in measurement, and technology adoption. She joined the World Bank in Previous roles include coordination of the Global Agriculture and Food Security Program impact evaluation portfolio —16 and a program of impact evaluations with the government of Malawi — As a member of the DIME Analytics team, he works to improve the reproducibility, transparency, and credibility of development research.

Follow the developments live after Novak Djokovic's Australian visa was cancelled. The science graduate and sportsman was double-vaccinated with no underlying medical conditions. In a social media post, his friends said his death was a reminder that COVID can hit even the young and healthy.


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  1. Lukacs

    Totally agree with her. Great idea, I agree.

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