AIML Engineer

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Whats the role

AI/ML Engineer role is focused in delivering productionscale AI and data solutions that drive business value across Shells endtoend value chain. This role designs builds and operates fullstack data science machine learning and Generative AI applications on cloudbased digital platforms (Azure/AWS) working within agile product teams. The position requires strong ownership across the full product lifecycle from model development to deployment monitoring and continuous improvement.

What youll be doing

Data and Software Engineering in Data Science and Machine Learning (ML) drives business value through providing quality technical functional and consulting expertise to deliver the right skills at the right time in the right DSE Engineering you will have opportunities to work on E2E programs and products across the value chain of Shell.

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

• Responsible for delivery of data science tasks for a product in a production scale environment through Agile

• Understand the product lifecycle especially relating to data science development to support

Deepen knowledge of current and emerging AI Engineering practices and technologies and gain applicable certifications

What you bring

• Bachelor or Masters degree in quantitative subjects like Data Science Computer Science Applied Mathematics Statistics Physics bringing significant years of experience in the industry.

• Practical experience in developing end-to-end models using machine learning for predictive modelling in a business/industry environment i.e. feature engineering model creation evaluation and postproduction support mechanisms

• Hands-on experience in building large scale distributed Machine Learning Applications using microservices and event driven systems-based practices

• Extensive experience in designing applications with Azure Machine Learning Services

• Technical Knowledge of MLOps principles and standards to build ML pipelines for automated model deployment model performance monitoring data drift detection in market standard platforms like Azure Machine Learning AWS Sagemaker C3 or Databricks.

• Strong interest and curiosity in exploring a wide range of languages frameworks and tools including Python /C# Java JavaScript Kubernetes and Kafka

• Experience in extracting cleansing and manipulating large diverse structured and unstructured data sets and designing workflow or Orchestration systems such as ADF Airflow Databricks Dagster Datalake etc

• Must have a proven track record of architecting and launching a large-scale Generative AI platform from the ground up with demonstrated reach of at least 20000 customers and deep expertise in LangChain LangGraph and Microsoft Agent Framework.

• Must have led end-to-end development and CI/CD deployment of production-grade multi-agent autonomous systems leveraging A2A protocols and MCP servers ideally on Microsoft AI Foundry and Microsoft Agent Service including the establishment of both offline and online evaluation frameworks.

• Must have designed and delivered enterprise-scale Text-to-SQL solutions with a strong command of natural language interfaces for structured databases leveraging Mosaic and Genie.

• Must have built and shipped enterprise-grade RAG solutions with advanced context engineering incorporating Agent Skills sophisticated chunking strategies and document intelligence pipelines for multimodal RAG including data extraction using Mistral Doc AI.

• Must have designed and implemented a robust test harness for LLM model benchmarking and comparison.

• Skilled in at least one of the following:

  • GenAI LLM models ML algorithms Machine Vision NLP

  • C3 including JavaScript data ingestion integration model management and monitoring API framework prebuilt libraries

  • Cloud Application development deployment and monitoring on platforms like Azure AWS

  • Deep knowledge of the technology landscape and context in one or more Shell core business areas e.g. SSW IGUPT RES etc

• Passionate and experienced in working with small empowered cross-functional teams focused on delivery. Possesses strong interpersonal skills for both teamwork and independent work and is adept at collaborating with virtual teams and stakeholders in agile environments

After you submit your application you will receive an email from Shell providing a link to an online assessment (HireVue) that is a mandatory part of the process and has a validity period please check your spam/junk mailbox if you do not see the email. Once completed your application will be reviewed to determine next steps. Thank you for your interest in Shell.

What we offer

You bring your skills and experience to Shell and in return you work with talented committed people on one of the most important challenges facing our planet. Youll have the opportunity to develop the skills you need to grow in an environment where we value honesty integrity and respect for one another. Youll be able to balance your priorities as you become the best version of yourself.

• Continuously grow the transferable skills you need to get ahead.

• Work at the forefront of technology trends and practices.

• Collaborate with experienced colleagues with unique expertise.

• Achieve your balance in a values-led culture that encourages you to be the best version of yourself.

• Make an impact in one of the worlds leading technology-driven businesses.

• Benefit from flexible working hours and the possibility of remote/mobile working.

• Perform at your best with a competitive starting salary and annual performance related salary increase our pay and benefits packages are considered to be among the best in the world.

• Take advantage of paid parental leave including for non-birthing parents.

• Join an organisation working to become one of the most diverse and inclusive in the world. We strongly encourage applicants of all genders ages ethnicities cultures abilities sexual orientation and life experiences to apply.

• Grow as you progress through diverse career opportunities in national and

• international teams.

• Gain access to a wide range of training and development programmes.

Shell is working to advance an inclusive psychologically safe and accessible environment where people with disabilities can excel. If yourequireany accommodations or accessibility adjustments (e.g. assistive technology communication support any other) during the application or interview process please let us know directly via . We strive to ensure that our process and workplaceisaccessible to everyone and are dedicated to making reasonable adjustments to support your needs.

Shell in The United Kingdom

Shell is a vital contributor to the UK supporting energy security jobs and economic value. We provide energy to fuel homes hospitals schools vehicles machinery and factories. Our history here dates back over 125 years. A UK-headquartered global energy leader and leading FTSE multinational we are active across the countrys energy system.

In the years ahead as the UK looks to strengthen energy security and deliver its 2050 net-zero goal Shell UK aims to play a crucial aimto be a major investor in the UK energy system by helping our customers decarbonise with a focus on transport and industry.

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