At a Glance
- Tasks: Join our team to develop forecasting models for the energy market using cutting-edge data science techniques.
- Company: Shell, a leading energy company committed to sustainability and innovation.
- Benefits: Competitive salary, flexible working options, and extensive training opportunities.
- Other info: Diverse and inclusive workplace with opportunities for career growth and development.
- Why this job: Make a real impact on energy transition while growing your skills in a dynamic environment.
- Qualifications: Graduate degree in analytical or science-based discipline; strong programming and data analysis skills required.
The predicted salary is between 56250 - 68750 £ per year.
Shell Energy Europe & Environmental Products is seeking a Data Scientist to work within the Market Analysis team to develop and improve our forecasting models. Accurate forecasting of market fundamentals is critical to improved decision making on the trading desk. The analysis team develop and run a wide range of forecasts, using different methods such as machine learning and optimisation.
What you'll be doing
- Support the Power Fundamentals team in building and productionising time series forecasting and optimisation models (stochastic optimisation, dynamic programming, LP/MILP models, etc).
- Understand the fundamentals of the power market and translate this into a mathematical model.
- Take a pragmatic approach to model development, starting with a simple model, and iteratively adding complexity.
- Be a strong programmer, confident in productionising models in the cloud (Azure/AWS) and comfortable in designing and implementing data ingestion and model deployment pipelines.
- Prepare, process, clean and visualise various kinds of power, gas, and weather data sets to establish a basis for further analysis.
- Develop, analyse, and conduct different approaches to forecast different variables (Demand, wind, solar, prices).
- Statistical evaluation and validation of different types of forecasts.
- Build the framework to deploy models in production that will be used every day for trading decisions.
- Share this framework with the rest of the team to increase the performance of the rest of the team developments.
- Participate in the conception and development of a computational environment which enables scalability and high computational power.
- Develop in-house optimisation models (stack models, dispatch models).
- Bring new ideas of models to improve the desk P&L.
- Delegate and lead some models and infrastructure projects done by teams of high technical people in IT and modelling.
What we need from you
- Graduate qualification in an analytical or science-based discipline e.g., engineering/maths/computer science and ideally a PhD in machine learning, optimisation or equivalent.
- End-to-end experience with data, including querying, aggregation, analysis, and visualisation.
- Strong competencies in Python for data analysis using the Python data science libraries (Pandas/NumPy/Scipy/Scikit-learn).
- Strong SQL skills for data retrieval, basic analysis, and data cleansing.
- Strong knowledge and application of object-oriented design and software best practices in Python.
- Familiarity with cloud architecture, focusing on deploying and hosting applications in a cloud environment.
- Self-starter who is commercially aware and value-focused, able to work with minimal supervision and guidance.
- Good communication skills to present new developments and facilitate acceptance by the team and the traders.
Ideally you would be proficient in a good selection of the following:
- Algorithmic complexity theory.
- Parallelism & Concurrency.
- Experience with messaging and/or data streaming technologies such as Kafka, ActiveMQ, Azure Service Bus, and Azure Event Hubs.
- Experience in containerising models and deploying in Kubernetes.
- Experience implementing algorithms and data structures.
- Good knowledge of linear algebra, calculus, and discrete mathematics.
What we offer
- Opportunity to develop skills in an environment that values honesty, integrity, and respect.
- Balance your priorities as you become the best version of yourself.
- Work at the forefront of technology, trends, and practices.
- Collaborate with experienced colleagues with unique expertise.
- Achieve balance in a values-led culture that encourages you to be the best version of yourself.
- Benefit from a range of flexible working options.
- Competitive starting salary and annual performance-related salary increase.
- Paid parental leave, including for non-birthing parents.
- Join an organisation working to become one of the most diverse and inclusive in the world.
- Grow through diverse career opportunities in national and international teams.
- Access to a wide range of training and development programmes.
We are committed to attracting a broader and more diverse pool of candidates. If this position doesn't feel like the perfect fit for your qualifications right now, we'd still love to hear from you. Shell is working to advance an inclusive, psychologically safe and accessible environment where people with disabilities can excel. If you require any accommodations or accessibility adjustments during the application or interview process, please let us know when prompted in your application.
Energy Analyst in London employer: jobr.pro
At jobr.pro, we pride ourselves on being an excellent employer by fostering a flexible and culturally diverse work environment in Exeter. Our commitment to personal development ensures that employees have ample opportunities for growth while enjoying attractive benefits, making it a rewarding place to advance your career in the transport infrastructure sector.
StudySmarter Expert Advice🤫
We think this is how you could land Energy Analyst in London
✨Get Involved with Industry Events
The energy and utilities sector is always buzzing with events, trade shows, and networking opportunities. We should hit up conferences and exhibitions like Energy UK or Utility Week Live—these are prime spots to mingle with industry professionals and even snag some insider info on job openings!
✨Join Energy-focused Online Communities
Let's tap into online platforms and forums like LinkedIn groups or Reddit communities specifically for energy and utilities. Not only can we showcase our knowledge, but we can also stay updated on company announcements or job leads from people already in the know.
✨Consider Industry Certifications
Pushing ahead with certifications like the NEBOSH National Certificate in Occupational Safety and Health (if you’re into safety) can give us a leg up in this competitive field. It not only builds our credibility but also shows employers that we’re serious about our career in energy and utilities.
✨Apply Throughjobr.pro's Website
Don’t forget to apply directly through jobr.pro's website for the full-time Energy Analyst role. Many companies prioritise candidates who show initiative by going straight to the source. Make sure we tailor our application to highlight our passion for the energy sector!
We think you need these skills to ace Energy Analyst in London
Some tips for your application 🫡
Show Off Your Energy Knowledge:When crafting your CV and cover letter, make sure you highlight any knowledge or experience related to the energy-utilities sector. Whether it’s coursework, internships, or projects that showcase your understanding of energy management, sustainability, or regulatory frameworks, we want to see that passion and expertise shine through.
Quantify Your Achievements:In our field, numbers speak volumes! Don’t just tell us about your previous roles; quantify your achievements where possible. For instance, mention how you improved energy efficiency by a percentage or contributed to cost savings. This makes your application more compelling and shows us just how impactful you can be.
Tailor Your Cover Letter:Your cover letter is your chance to connect personally with us at jobr.pro. Tailor it to reflect how your values align with our mission in the energy sector. Share why you're excited about this specific role and how you envision contributing to our goals.
Demonstrate Your Team Spirit:Collaboration is key in the energy-utilities industry. In your application, emphasise any team projects or experiences where you worked effectively with others, especially on sustainability initiatives or technical projects. We're looking for someone who can mesh well with our team!
How to prepare for a job interview at jobr.pro
✨Show Your Passion for Renewable Energy
In the energy-utilities sector, it’s vital to demonstrate your enthusiasm for sustainable practices and innovations. Share experiences where you've worked on or studied renewable energy projects, whether that’s through coursework, past internships, or personal initiatives. Let us see how your passion aligns with the ethos of jobr.pro.
✨Brush Up on Industry Regulations
Being familiar with industry standards and regulations is crucial in energy-utilities interviews. Make sure to know the basics of relevant policies and frameworks, like the Energy Act or environmental legislation. This will not only show you’ve done your homework but will also prepare you for potential technical questions about compliance during your interview.
✨Highlight Teamwork and Project Management Skills
Most roles in the energy sector involve collaboration with diverse teams. Be ready to discuss examples where you’ve successfully worked in teams or led projects, especially those involving energy initiatives. This is particularly important for a full-time position, as employers want to see you bring a collaborative spirit to jobr.pro.
✨Prepare for Technical Assessments
Expect some technical questions or even practical assessments during your interview, especially about energy efficiency methodologies or basic engineering principles relevant to the role. It’s a good idea to brush up on key concepts and be prepared to explain them clearly, as this will demonstrate your technical proficiency and readiness to jump into your new role.
