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AI Resident

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Reference ID R66684 Updated 15/08/2022 Employment Type Full time Experience level Experienced Professionals
Country Netherlands, United Kingdom Work Location (City) Amsterdam, London

The Role

Company Description 

Shell is a global group of energy and petrochemical companies with about 84,000 employees across more than 70 countries. We aim to meet the world’s growing need for more and cleaner energy solutions in ways that are economically, environmentally, and socially responsible. We have expertise in exploration, production, refining and marketing of oil and natural gas, and the manufacturing and marketing of oil products, chemicals, electric power, renewables and energy solutions.

As a global energy company operating in a challenging world, we set high standards of performance and ethical behaviors. We are judged by how we act and how we live up to our core values of honesty, integrity, and respect for people. Our Business Principles are based on these. They promote trust, openness, teamwork and professionalism, as well as pride in what we do and how we conduct business.

Building on our core values, we aspire to sustain a diverse and inclusive culture where everyone feels respected and valued, from our employees to our customers and partners. A diverse workforce and an inclusive work environment are vital to our success, leading to greater innovation and better energy solutions.

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.

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.

Proposition

Passionate about cutting- edge AI, and break-through digital innovation? If you are passionate about applied R&D, resourceful to drive innovation and apply state-of-the-art AI technology in Shell, this job is for you. As an innovation organization, we maintain a portfolio of digital projects driven by applied research, new product innovation, product contribution and infrastructure goals. As an AI Resident, you will be asked to lead and develop novel AI algorithms on a wide variety of applications ranging from Upstream, Downstream, Retail, Trading, and New Energies. As an AI resident, you will work on highly collaborative teams with domain experts. Training and Development is also a core component of the programme, allowing AI Residents to refine their expertise in AI even further.

What is the Residency

The Shell AI Residency is a fast-paced two-year programme in Shell that offers the ability to develop and apply advanced AI technology on technologies across Shell’s portfolio. Work in these projects is highly collaborative in nature with like-minded experts in AI and in the application domains. Inside the programme, Residents are a part of a global community of 15+ AI Residents. Mentorship is provided to AI Residents via Principle Science Experts and Senior Leaders in the company. Training and Development in AI, as well as publishing and presenting at top-tier conferences is supported. The Residency Programme is intended for individuals with a passion to apply advanced AI solutions to address the future world energy needs.

If you want to learn more about Shell.ai and the residency programme, check out this link –

https://shell.com/residencyprogramme

What’s the role?

You will be responsible for innovation, algorithm development and productizing AI applications with direct business impact. More specifically, your role will include:

  • Lead AI projects

  • Become an active member and ambassador of the AI Residency Programme by collaborating with other AI residents across the globe

  • Knowledge sharing in Shell with a global AI and data science community

  • Use innovative research to influence relevant products and partner teams across Shell, and to have company and societal impact

  • Work on innovative ideas that can bring the right change in the energy industry

  • Implement novel AI algorithms and appraise existing technology

  • Connect with universities, partners, and other external entities to bring in new ideas and solutions

Special Challenges:

  • Ability to collaborate with multiple engineering, product, and non-technical teams in a cross-functional environment

  • Incorporate ideas from the broad-base of AI literature into novel approaches and algorithms.

  • Building constructive and trusting relationships with mostly remote business stakeholders

  • Dealing with challenges in data acquisition from other parts of the business

What we need from you

When it comes to developing one of Shell’s forward-looking innovation programs, your strategic thinking, and strategic partnership development capability will make all the difference. You should have the capability to develop working relationships where you will connect the internal and external innovators, take up their innovations, and help to shape it into a robust product that is ready to generate commercial value. Furthermore, you should have:

  • Must have legal authorization to work in NL/UK on a full-time basis for anyone other than current employer.

  • Degree in computer science, engineering, mathematics, theoretical science, statistics, or operational research with experience in large-scale parameterization AI and HPC computing.

  • Masters degree with three years work-experience in computer science, engineering, mathematics, theoretical science, statistics, or operational research with experience in large-scale parameterization AI and HPC computing.

  • A problem-solving mindset and an enthusiasm for learning new skills.

  • Strong technical skills to develop advanced analytics algorithms/models.

  • Strong passion for experimentation and extensive experience in solving hard AI problems.

  • Proven examples of implementing experimental pipelines and prototyping AI applications.

Other skills which will benefit the applicant are:

  • Skills in data design integrity

  • Awareness of lifecycle and data management

  • Experience in DL, DRL, AI applications delivery in a corporate environment

  • Demonstrated stakeholder engagement skills

  • Solid professional software engineering skills

  • Regularly following the scientific journals and regularly publishing in scientific journals

Job Experience Requirements

Direct from Ph.D. Masters or with 3+ years work experience. 

Practical experience in graduate studies or via work experience in the following areas are preferred:

  • Hands-on code development (Python, R, Java).

  • Experience using Git to manage models, and source code.

  • A mathematical background covering some subset of linear algebra, statistics, multivariate calculus, geometry, and numerical methods will be invaluable.

  • Experience with Python/R machine learning ecosystem (sklearn, pipelines. etc).

  • Experience with Neural Network frameworks like TensorFlow, PyTorch, or Keras experience.

  • A mathematical background covering some subset of linear algebra, statistics, multivariate calculus, geometry, and numerical methods will be invaluable.

  • Experience in Cloud stacks and architecture, such as Azure, AWS, etc. Comfort with some flavor of Unix shell environment (e.g., bash).

Please note: We occasionally amend or withdraw Shell jobs and reserve the right to do so at any time, including prior to the advertised closing date. Before applying, you are advised to read our data protection policy. This policy describes the processing that may be associated with your personal data and informs you that your personal data may be transferred to Royal Dutch/Shell Group companies around the world. The Shell Group and its approved recruitment consultants will never ask you for a fee to process or consider your application for a career with Shell. Anyone who demands such a fee is not an authorised Shell representative and you are strongly advised to refuse any such demand. Shell is an Equal Opportunity Employer.

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