AI Resident - Data Scientist

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

We have an exciting position for an AI Resident Data Scientist to join Shell’s AI organization. Our team works on several projects across Shell's businesses focusing on developing end-to-end process maintenance solutions. As an AI Resident Data Scientist, you will work hands-on across project teams focusing on research and implementation of AI models on different Shell Assets working closely with the field engineers solving real problems.

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. P&T works collaboratively and in an integrated way with its business partners, to deliver value for our customers, and for Shell.

P&T 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 AI Resident Data Scientists, your responsibilities are as follows:

• Apply your knowledge of Data Science to a variety of problems like predictive analytics, asset integrity, remaining useful life estimation, prediction and forecasting
• Gather, integrate, and analyze large data sets and use statistical analysis to support decision making
• Evaluate data science methods and procedures used to ensure applicability, efficiency, accuracy, and validity of analyses
• Research new ideas and stay up to date with the world of AI
• Proactively work with other product teams and internal stakeholders across different use cases
• Consult and convey statistical modeling results as well as business impact to internal and external business partners
• Share knowledge and expertise with the team
• Collaborate to create intellectual property such as white papers, articles, and patents

What we need from you

• At least 3 or 4 years relevant post qualification experience.
• At least a Master's Degree or PhD in relevant discipline such as Statistics, Mathematics, Computational Science , Computer Science, Physics or related fields.
• Significant commercial experience building ML and AI models both using traditional ML approaches as well as Deep Learning
• Solid foundation in Statistics and Mathematics (Linear algebra, probability theory, Bayesian statistics, etc)
• Working knowledge of main ML libraries and frameworks (tensorflow, keras, sckit-learn, etc)
• Hands-on experience with ML cloud services such as AzureML and/or AWS Sagemaker
• Able to write clean, well-documented code in Python
• Experience across the project life cycle, from ideation to delivery
• Excellent communication skills (both with technical and non-technical audiences) and the ability to work in a team

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.