Weather and Climate Data Scientist

2 weeks ago

Bengaluru, Karnataka, India Shell Full time

The Role:

We have an exciting opportunity for a Weather and Climate Data Scientist to join Shell's Data Science organization.

Be part of a team focused on developing end-to-end process maintenance solutions and contribute to delivering value for our customers, and for Shell.


Where you fit


Shell is a global group of energy and petrochemicals companies, with approximately 90,000 employees in more than 80 countries and territories.

Shell helps to meet the world's growing demand for energy in economically, environmentally, and socially responsible ways.

What's the role?


As Weather and Climate Data Scientist, you will be responsible for developing and delivering data science solutions in an agile fashion to the business, to provide insights & improvement to business processes, or support the creation of innovative new business domains.

You are expected to have a good understanding of both data-driven empirical models and process-driven physical models.

Ability to work with large physical models representing atmospheric processes written in Fortran code, to understand, modify and predict complex natural phenomena, using the state-of-the-art tools are essential to the role.


In addition, you will play a crucial role in designing and building weather and climate database to support business decision making.

You will manage large amounts of data; merge data sources; ensure consistency of datasets; create visualizations to aid in understanding data; build machine learning models using the data; and present and communicate the data insights/findings and produce and present results with dashboards.


Further Responsibilities are as follows:

  • Researching machine learning models for forecasting and time series analysis using the latest methods
  • Write clean and maintainable productionlevel code, including tests; the tech stack we work with includes (you don't need to have an experience with all of them): Fortran, Python (Pandas, Scikit Learn, etc.), GIT, Docker, Azure, SQL.
  • Work closely with the customer and the Product Owner daytoday
  • Work in a highlycollaborative, friendly Agile environment, participate in Ceremonies and Continuous Improvement activities.
  • Documenting and explaining the results of analysis or modelling to both a technical and nontechnical audience.
  • Learning new engineering practices, technologies and continuously improving our Agile practices.

What we need from you

  • Minimum of MSc in Meteorological or master's degree in any relevant discipline such as Maths, Physics, Statistics and Computer Science.
  • A good understanding of mathematical modelling of the physical processes. Optimization methods constrained by economic and operational parameters.
  • A good working knowledge of large Fortran code bases on cloud computing platforms such as Azure or AWS. Experience in recent versions of Fortran required.
  • Good understanding of model output postprocessing techniques (e.g., Ensembles, Model Averaging, Model Selection) to deliver forecasts for Renewable Energy Solutions using Python or R.
  • Ability to write clean, elegant, and maintainable productionlevel code in Fortran and Python. Experience in version control, testing and refactoring the code.
  • Experience with the Python scientific stack, e.g., NumPy, Pandas, Scikitlearn, PyMc3 or similar, etc.
  • Experience in weather modelling and renewable forecasting, using opensource code base such as WRF.
  • 3D/4D data assimilation techniques used in physical models to improve forecast quality.
  • Good understanding of the role of weather and climate on renewable energy generation, storage and transmission

COMPANY DESCRIPTION
Shell is a global energy company where we work towards powering progress through more and cleaner energy solutions. We use advanced technologies and take an innovative approach to help build a sustainable energy future.

In India Shell has its businesses footprint in Information Technology, Projects & Technology, Finance Operations, Integrated Gas, Downstream & Upstream spread across more than 7 main locations.

An innovative place to work


Join us and you'll be adding your talent and imagination to a business with the ambition to shape the future - whether by investing in renewables, exploring new ways to store energy or developing technology that helps the world to use energy more efficiently, everyone at Shell does their part.

An inclusive place to work


To power progress together, we need to attract and develop the brightest minds and make sure every voice is heard.

Here are just some of the ways we are nurturing an inclusive environment - one where you can express your ideas, extend your skills and reach your potential

A rewarding place to work

As an equal opportunity employer, combining our ideas through a creative, collaborative environment and global operations - we have developed and will continue to nurture a unique workplace with an impressive range of benefits to ensure that joining Sh

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