AI Resident - Deep Learning

Key Skills

Apache Hadoop, C Programming, C++, Data science techniques, Java Programming, Machine learning techniques, MapReduce, Python Programming, PyTorch, R Programming, Scala Programming, SQL, TensorFlow

Job Description

The Role

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 across Shell’s portfolio, spanning from Geophysics, Chemical manufacturing , Energy trading , to emerging energy sectors like Nature based solutions , wind, solar, EV charging, Hydrogen and Next Gen Biofuels.

Where you fit

Shell’s Projects and Technology (P&T) business exists to make the delivery of our strategies and the growth of our company possible. Our team develops the advanced products and technologies Shell needs to meet customer demand. Our solutions help our partners grow the LNG, Gas and Power businesses, deepen the integration of Manufacturing, Chemicals and Trading, and maximise the competitiveness of our Upstream business.

What’s the role?

As an AI Researcher, you will be conducting Applied AI research resulting in advanced deep learning solutions. You will be a member of an engaging and collaborative team and will work with the stakeholders and subject matter experts from various businesses as well as external strategic partners from both academia and industry. You will apply best practices in AI research to build solutions that deliver value to our end-users.

Your responsibilities are as follows:

• Translate complex business problems into Deep/Machine Learning solutions.
• Design, implement and deliver advanced Deep Learning and Computer Vision 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 state-of-the-art Deep Learning and Computer Vision techniques.

What we need from you

• At least 2 to 4 years relevant Post Qualifications Experience.
• Either a Master's Degree or PhD Engineering, Computer Science or other relevant fields.
• Proven experience of building Deep Learning and Computer Vision solutions with Pytorch/TensorFlow is a must.
• Experience with building and deploying high performing Deep Learning Solutions on cloud platforms such as MS Azure and AWS is required.
• Hands on experience working with remote sensing, geospatial libraries like GDAL, Rasterio, EO-Learn.
• Hands on experience working with self-supervised learning is preferred.
• Track record of publications in AI venues is a plus.
• Experience across project lifecycle from ideation to delivery and track-record of project delivery is a plus.
• Excellent communications skills and experience of working in high-pace environments and project teams.

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.
• We consider ourselves a flexible employer and want to support you finding the right balance. We encourage you to discuss this with us in your application.

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.