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Your Role and Responsibilities
IBM Research Africa is looking for a Ph.D-level intern to join their Future of Climate Research group which is exploring different mitigation and adaptation strategies to combat climate change. This unique position will provide an opportunity to work with developers and researchers based in Nairobi, Kenya while also engaging with hundreds of global researchers in the world’s largest industrial research lab.
The aim of this internship is to explore novel ways to characterize extreme weather indicators. While many indices have been proposed in literature, universal indicators for low-to-medium skill forecasted weather are difficult to define as they depend on spatiotemporal domains of interest and are industry-sector specific. Providing global and domain-agnostic extreme weather indicators will be immensely beneficial to identify high-impact events and downstream applications such as drought, flood, and fire prediction on the subseasonal-to-seasonal (S2S) scale. This internship will involve experimenting with statistical and data-driven methods for efficient featurization of future weather extremes. It will also involve assessing the predictive skill of current S2S models in forecasting established indicators vis-à-vis state-of-the-art representation learning methods to provide extreme weather encodings.
Applicants Should Meet The Following Criteria
Currently enrolled in a Ph.D program from an accredited university in quantitative fields such as Computer Science, Machine Learning, Statistics, Physics, Information Systems
Demonstrable interest and experience on researching and implementing robust AI / ML pipelines. Exposure to forecasting and climate science concepts is a plus.
4 years coding experience with the scientific and ML Python stack (sklearn, numpy, scipy, pandas, matplotlib, etc.). Exposure to deep-learning Python libraries such as tensorflow, pytorch is a plus.
Founded in 2013, IBM Research Africa is the first industrial research lab on the continent with offices in Nairobi, Kenya and Johannesburg, South Africa. We are driving innovation by developing commercially viable solutions to transform lives and spark new business opportunities in key areas such as healthcare, climate, and Artificial Intelligence.
Required Technical and Professional Expertise
Preferred Technical And Professional Expertise
About Business Unit
With more than 3,000 researchers in 12 labs located across six continents, IBM Research brings together hundreds of researchers who possess unparalleled industry expertise to address some of the world’s most challenging problems. Join us as we do pioneering work in areas such as cognitive computing, augmented intelligence, quantum computing, and blockchain, to name a few.
Your Life @ IBM
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It’s time to define your career.
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At IBM, we pride ourselves on being an early adopter of artificial intelligence, quantum computing and blockchain. Now it’s time for you to join us on our journey to being a responsible technology innovator and a force for good in the world.
For additional information about location requirements, please discuss with the recruiter following submission of your application.
Being You @ IBM
IBM is committed to creating a diverse environment and is proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, pregnancy, disability, age, veteran status, or other characteristics. IBM is also committed to compliance with all fair employment practices regarding citizenship and immigration status.
To apply for this job please visit careers.ibm.com.