AI/ML Engineer - 1

Profile

Texas, United States of America

Job Family Group:

Research and Development

Worker Type:

Regular

Posting Start Date:

March 15, 2023

Business unit:

Projects and Technology

Experience Level:

Experienced Professionals

Job Description:

Where you fit in

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 behaviour.

What’s the role?

The ML/AI Engineer will join a vibrant team of Data Scientist and ML/AI Engineer team working within the Data Science and ML Capability Center (CC) within the Information, Data and Analytics (IDA) team/IT Digital Engineering VPship. The ML/AI Engineer will be responsible for initiating, development and deployment of data science solutions/products in an agile fashion to meet demand across multiple business lines. They will also be accountable for adhering to Shell quality standards for producing digital solutions.

Accountabilities include:

Work within the Data Science and ML team to deploy models to production, using existing and emerging methods and technologies that could be effectively applied to Shell use cases

Build core infrastructure around feature engineering, model training, model deployment, ongoing monitoring tools, and much more

Work closely with Product Management to translate product requirements into robust, customer-agnostic machine learning architectures

Keep abreast of new engineering practices, technologies and continuously improving our Agile practices and building and strengthening relationships and alliances in academia, IDT and industry

Contribute 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 four (4) years in System design of large Machine Learning Applications

Bachelor’s Degree is preferred

Minimum of two (2) years of development competency across a breadth of languages, frameworks, and tooling, such as Python, R, Java, JavaScript/JVM, Scala, Reactive Streams, Kafka (Python preferred)

Knowledge in designing application using Azure Machine Learning Services

Minimum of one (1) year of experience in designing, developing, deploying, and monitoring machine learning and deep learning solutions

Minimum of one (1) year of experience in Application development, deployment, and monitoring on Kubernetes

Minimum of one (1) year of experience in cloud Application Development using AWS or Azure

Minimum of two (2) years of experience implementing, Improving, and maintaining automated CI/CD pipeline

Minimum of one (1) year of experience working with data scientists and/or ML engineers and building auto-scaling ML systems

Knowledge in data engineering and storage, including across breadth of tools such as S3, RDS, EFS, ADLS Gen2, Azure SQL, Azure Cosmos, ADF, No-SQL, graph db, Spark, etc.

Minimum of one (1) year of experience in automating Infrastructure creation using Terraform, Helm

Minimum of two (2) years of experience in distributed computing such as Spark, Pyspark, Databricks

Knowledge in designing workflow or Orchestration systems such as Airflow, Dagster etc

Experience in extracting, cleansing, and manipulating large, diverse structured and unstructured data sets.

Knowledge in applying ML algorithms, Optimization, and technologies to time series forecasting

Knowledge in Bash or Powershell Scripting and Linux Operating system and networking fundamentals

Strong communication skills, especially explaining technical concepts to business people & to collaborate in a multi-disciplinary team

Strong desire to stay ahead of industry trends & technologies with a commitment to continuous learning.

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 Cloud

Data engineering skills using Azure/AWS/Google cloud native tools

Designing ML application using Sagemaker/Google Vertex AI

Good experience in Bash\PowerShell Scripting and Linux Operating system and networking fundamentals.

Front end application development using React

Application development using .Net/c#

Experience in extracting, cleansing, and manipulating large, diverse structured and unstructured data sets

Knowledge and experience in applying ML algorithms and technologies to time series forecasting, Machine Vision, NLP

Commercial skills

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 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.

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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