Data Scientist

Profile

Texas, United States of America

Job Family Group:

Research and Development

Worker Type:

Regular

Posting Start Date:

March 23, 2023

Business unit:

Projects and Technology

Experience Level:

Experienced Professionals

Job Description:

Where you fit in

We play an important role by developing, deploying, and operating Information and Digital Technologies which enable Shell to produce more and cleaner energy for the world.

Shell’s Information and Digital Technologies organisation applies technical, commercial, and emerging digital technologies skills to help Shell industrial assets competitively optimise energy production while reducing emissions intensity. We partner with our business to replicate technologies across our business portfolios.

What’s the role?

The Data Scientist will join a vibrant Data Science team in the newly formed Data Science and ML Capability Center (CC) under the Information, Data and Analytics (IDA) team/IT Digital Engineering VPship. The Data Scientist will be responsible for development, deployment and support of data science solutions/products in an agile fashion on a range of business issues. They will also be accountable for adhering to Shell quality standards for producing digital solutions.

Accountabilities include:

Create full-stack data science application/tools on a digital platform

Accountable for delivery of data science products in a production scale environment

Manage the product lifecycle especially relating to data science, development to support

Transform proof of concepts into a larger deployable product in Shell. Rinse and repeat, cross-pollinate ideas across projects and assets

Partner with P&T Research teams, convert Proof of Concepts into scalable data products

Will adhere to the principles of delivering quality through the MCDS digital quality initiative by conducting regular health checks, audits, code reviews to ensure that clean and maintainable production-level code is being produced by project teams

Will evaluate and benchmark all new asset related initiatives prior to developing solutions.

Contributes to community building initiatives like CoE, CoP.

What we need from you?

Must have legal authorization to work in the US on a full-time basis for anyone other than current employer

Minimum of three (3) years’ experience in industry in a Data Science or related role

Bachelor’s Degree is preferred

Expected Skills

Experience in developing, deploying, supporting models in production

Experience in developing end-to-end models using machine learning for predictive modelling in a business/industry environment, i.e. feature engineering, model creation and evaluation

Ability to write clean, elegant and maintainable production-level code and experience in version control, testing, refactoring

Expertise in at least one Data Science language such as Python (Pandas, Scikit Learn, etc.), Matlab and R

Has firm grasp and demonstratable experience on the principles of the model development lifecycle and producing machine learning models that stand up to statistical rigor

Has good knowledge and understanding of GIT, Azure, CI/CD pipelines

Has experience in at least one of the following: ML Ops ,Machine Learning and Statistics and Optimization (e.g. linear programming, multi-objective optimization, meta-heuristics, etc.)

Strong communication skills, especially explaining technical concepts to business people

Extensive experience working in small, empowered, delivery focused, cross-functional and collaborating teams

Experience of working in a virtual team and with virtual stakeholders

Nice to Have Skills

Knowledgeable in at least one of the following topics: Computer Vision, Deep Learning, NLP and reinforcement learning

Deep expertise with one of the big cloud environments (e.g. AWS, Azure, GCP, etc.)

COMPANY DESCRIPTION

Shell is a global group of energy and petrochemicals companies with over 90,000 employees in more than 70 countries and territories. In the US, we have operated for over a century and are a major oil and gas producer onshore and in the Gulf of Mexico, a recognized innovator in exploration and production technology, and a leading manufacturer and marketer of fuels, natural gas and petrochemicals. We deliver energy responsibly; operate safely with respect to our neighbours and work to minimize our environmental impact. We are in search of remarkable people who will thrive in a diverse and inclusive work environment to deliver exciting projects locally and globally. People who are passionate about exploring new frontiers. Innovators and pioneers. People with the drive to help shape our future. Because remarkable people achieve remarkable things.

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 potentials.

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.

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DISCLAIMER:

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 Shell/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 participates in E-Verify. All qualified applicants will receive consideration for employment without regard to race, color, sex, national origin, age, religion, disability, sexual orientation, gender identity, protected veteran status, citizenship, genetic information or other protected status under federal, state or local laws. Shell is an Equal Opportunity Employer - Minorities/Females/Veterans/Disability. As a US Federal Contractor, hiring selections are subject to periodic audit review and documentation of your selections should be maintained for a period of three calendar years. It is the policy of Shell in the U.S. (“Shell”) to provide equal opportunity to all individuals, employees and all qualified applicants for employment consistent with employment requirements and qualifications. Shell prohibits discrimination based on race, color, sex, national origin, age, religion, disability, sexual orientation, gender identity, veteran status, citizenship, genetic information, or other protected status under federal, state or local laws. All employees are expected to support this policy and contribute to an environment of equal opportunity. If you need an accommodation for a disability during the resourcing process, please speak with an HR representative.

According to the United Nations, the global population could increase to more than 10 billion people. A key role for society – and for Shell – is to find ways to meet the growing demand for energy, with less carbon emissions. We need people who dare to think differently – to take part in developing tomorrow’s energy solutions today.

Company info

Shell .
Website : https://www.shell.com