Data Scientist

4 weeks ago

London, United Kingdom oilandgas.org.uk Full time

The Principal Data Scientist will be part of the Trading & Supply Capability Centre team/IT Digital Engineering VPship. The Principal Data Scientist will be responsible for initiating, development and deployment of data science solutions/products in an agile fashion to the Assets.
As Principal Data Scientist, you will need to work closely with our stakeholders in the business to translate their business challenges and opportunities into data science solutions. You will be responsible to lead the implementation of these solutions by a multidisciplinary team including data scientists and data engineers. The Principal Data scientist will help shape the strategy for developing and managing machine learning models in production, to ensure quality is maintained.
Developing data science models and predictive quantitative models, specializing in energy market analysis and fundamentals modelling, particularly for Carbon credits trading
Providing data science consultancy to business users, including problem structuring, project definition, and scoping
Serving as a Technical Lead on Data Science Projects, guiding teams in effective project execution
Collaborating within the Data Science and ML team to deploy models to production, utilizing both existing and emerging methods and technologies relevant to Shell's use cases
Establishing core infrastructure for feature engineering, model training, deployment, ongoing monitoring, and automation of AI/ML workflows
Coordinating with Infrastructure, data engineering, and DevOps teams to enhance deployment velocity, including streamlining processes for deploying models and data pipelines into production
Partnering with Product Management to translate product requirements into robust, customer-agnostic machine learning architectures
Staying updated on new engineering practices and technologies, continually improving Agile practices, and fostering relationships and alliances in academia, IDT, and industry
Extensive experience as a Data Scientist preferably in Trading and Risk or Energy Industries with good understanding on energy market analysis and carbon trading fundamentals

Broad experience and knowledge in Statistics, Machine Learning and Data Engineering
Leading a data science program hands-on end to end - Conceptualization, Development and Deployment
Directly or indirectly leading a team of data scientists, ML Engineers, with walue realization from data science and converting projects to a large program - scaleup and replicate
Machine Learning and Statistics
General Linear Models, Stochastic processes, Bayesian Networks, Hidden Markov Models, Hierarchical Modelling, Time Series Modelling, etc.)
Experience in end-to-end machine learning model development for predictive modeling in business/industry settings, including feature engineering, model creation, evaluation, and post-production support.
Proficient in writing clean, maintainable production-level code in Python/Matlab/R, with expertise in version control, testing, and refactoring.
Gas/Power Trading knowledge - Short-term trading, physical assets trading (CCGT, Wind, Solar, Battery)
Risk - Modelling & understanding of risk & risk management
Quantitative Skills - Statistical methods to check and investigate numerical data for practical insights
Knowledge of Information Management, data strategy and governance
Commercial skills in Value Assurance, Value estimation and Realization, end-to-end value mapping Excellent oral and written communication skills
Experience of working in a virtual team and with virtual stakeholders in agile methodology
Shell is a global group of energy and petrochemicals companies with over 90,000 employees in more than 70 countries and territories. 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 with the drive to help shape our future. 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.
We're creating a space where people with disabilities can excel through transparent recruitment process, workplace adjustments and ongoing support in their roles. 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 consider ourselves a flexible employer and want to support you finding the right balance. 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. 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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