In Short
As a Data Scientist with expertise in Large Language Models (LLMs), you will join our innovative Digital Trading team and play a pivotal role in enhancing SM&T’s automated trading infrastructure. You will collaborate closely with the team to analyse and interpret extensive time series data, leveraging LLMs to identify trends, patterns, and insights that will refine our trading strategies.
The successful candidate will be responsible for developing advanced predictive models and algorithms, generating insightful visualizations and reports, and effectively communicating findings. Additionally, you will contribute to the enhancement of algorithmic trading strategies and provide support for existing strategies using Python in the energy commodity sector
.
What You Will
DoYour responsibilities will include data analysis and insight generation involving analysing large and complex time series data to uncover patterns, trends, and insights using Language Models (LLMs). This process requires a deep understanding of data interpretation and the ability to extract meaningful information from extensive datasets, allowing for informed decision-making and strategic planning based on identified trend
s.
In addition to analysis, Data Management plays a crucial role. This entails developing and maintaining databases and data pipelines to ensure efficient data processing and analysis. Effective data management guarantees that the data is organized, accessible, and ready for analysis, facilitating a seamless flow of information and supporting the overall data analysis proce
- ss.
Research and Development: Conduct cutting-edge research and analysis to improve the accuracy and efficiency of trading decisi - ons.Visualization and Reporting: Create sophisticated visualizations and comprehensive reports to effectively communicate results and insights to stakehold
- ers.Model and Algorithm Development: Develop and implement advanced statistical models and algorithms to support and optimize trading strateg
- ies.Performance Monitoring: Continuously monitor and evaluate the performance of trading strategies, making data-driven recommendations for improvem
- ent.Market Knowledge Application: Apply and expand your understanding of market structures to enhance trading outco
mes.
What You Will
BringThe ideal candidate will have several years’ finance experience working with financial securities timeseries and/or undertaken real LLM projects profession
- ally.
Experience and Expertise: Strong background in data analysis, modeling, and visualization, particularly working with large datasets and - LLMs.Technical Skills: Proficiency in Python and experience with LLM frameworks and libr
- aries.Statistical Knowledge: Solid understanding of statistical modeling techniques such as regression and time series ana
- lysis.Research and Analytical Skills: Ability to conduct thorough research and analysis to inform trading strat
- egies.Educational Background: Degree qualified in a STEM field or equivalent experience, with a solid foundation in data science and machine lea
- rning.Trading Acumen: Basic understanding of trading, ideally in commodities or other markets, with a willingness to learn and
adapt.
A
bout Us
Securing Energy for Europe – it’s a simple statement, with a bold ambition. SEFE is not just our name, but also encompasses everything that drives us. To accomplish this, we’re taking immediate action to secure gas supply – but also looking forward, to explore our role in the European energy transformation and how we can contribute to a stable and sustainable
future.
As an integrated midstream energy company headquartered in Berlin, SEFE Securing Energy for Europe ensures the security of energy supply in Germany and Europe and drives the green energy transformation. SEFE is active in trading & portfolio management, sales, transportation, and storage of energy and has its strongest presence in Germany and the UK. SEFE employs around 1,500 people and supplies over 50,000 customers, in particular industrial customers, and municipal utilities in Germany and seven other European markets. We’re passionate about energy and the important role it can play in shaping a bette
r future.
Join SEFE and help us secure gas supply across Europe and shape a better, more sustainable
tomorrow.
O
ur BenefitsWe’re committed to creating an inclusive environment that embraces diversity and fosters the development of knowledge, skills and experience. Whatever your role, you’ll find an open, welcoming atmosphere that empowers you, and recognises your contribution. We offer a competitive starting salary supported by a comprehensive, and broad reaching benefits package whic
h includes:
• Bonus earni
ng potential• Non-contribu
tory pension• 25 days holiday plus bank holidays and 2 volun
teering days• Buy / s
ell holidays• Li
fe assurance• Medical and dent
al insurance• Range of optional flexi
ble benefits
Based from our offices in London, you can benefit from hybrid working offering the flexibility to spend some of your working week at home. We are committed to supporting your career growth with opportunities to develop both your knowledge and experience through a blended approach
to learning.
