Ai Researcher

2 weeks ago

Bengaluru, Karnataka, India Shell Full time

The Role:



JOB TITLE:
AI researcher - modelling
MCDS professionals work with data and mathematical and physics-based models for nearly all business units in Shell.

The models and insights created support the business in finding hydrocarbons, running facilities, creating new products, and understanding customer needs and behavior.


Where you fit


We have an exciting position for an AI Researcher to join the Deep Learning Research (DLR) group which is part of Shell's project and technology organization.

Our team works on developing next-generation deep learning solutions for various businesses across Shell's portfolio in Multimodal ML, Graph ML and Scientific ML.


What's the role?

Your accountabilities are:

  • As an AI Researcher, you will be conducting research resulting in advanced deep learning solutions for business problems and developing code on different cloud platforms.
  • Translate complex business problems into Deep/Machine Learning solutions.
  • Design, implement and deliver advanced Deep Learning solutions to solve a wide variety of business problems.
  • Build relationships with internal project stakeholders and external partners from both academia and industry.
  • Be a proactive communicator who is excited to share your work and present insights and findings.
  • Stay current on stateoftheart Deep Learning techniques.

What we need from you

  • PhD or master's in engineering, Computer Science or other relevant fields is preferred with 5+ years relevant experience.
  • Proven experience of building Deep Learning solutions with Pytorch/TensorFlow is a must.
  • Experience with building and deploying Deep Learning Solutions on cloud platforms such as MS Azure and AWS is required.
  • Hands on experience working in developing production ready solutions in Geospatial, Remote Sensing, Graphs, computer vision, knowledge graphs, spatiotemporal forecasting, Bayesian ML, recommender systems. Bonus points for crossdomain experience
  • Hands on experience working with selfsupervised learning is preferred.
  • Track record of publications in AI venues is a plus.
  • Experience across project lifecycle from ideation to delivery and trackrecord of project delivery is a plus.
  • Excellent communications skills and experience of working in highpace environments and project teams.
**Translated Company Description

COMPANY DESCRIPTION

An innovative place to work
There's never been a more exciting time to work at Shell.

Everyone here is helping solve one of the biggest challenges facing the world today:
bringing the benefits of energy to everyone on the planet, whilst managing the risks of climate change.


Join us and you'll add your talent and imagination to a business with the power 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.


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're nurturing an inclusive environment - one where you can express your ideas, extend your skills and reach your potential

  • We're creating a space where people with disabilities can excel through transparent recruitment process, workplace adjustments and ongoing support in their roles. Feel free to let us know about your circumstances when you apply, and we'll take it from there.
  • We're closing the gender gap whether that's through action on equal pay or by enabling more women to reach senior roles in engineering and technology.
  • We're striving to be a pioneer of an inclusive and diverse workplace, promoting equality for employees regardless of sexual orientation or gender identity.

A rewarding place to work


Combine our creative, collaborative environment and global operations with an impressive range of benefits and joining Shell becomes an inspired career choice.

We're huge advocates for career development. We'll encourage you to try new roles and experience new settings.

By pushing people to reach their potential, we frequently help them find skills they never knew they had, or make career moves they never thought possible.

**Disclaimer

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