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Software Engineer - Commodities at Citadel
Citadel’s commodities team seeks to generate alpha through directional and relative value strategies across both physical and commodities markets.
We evaluate opportunities in natural gas, power, crude, and refined products, and agriculture, primarily in North America and Europe.
Our advanced platform allows us to quickly and deeply analyze patterns within a market, conduct scenario analysis, and improve the overall accuracy of our views.
Responsibilities
- Understand business challenges and drive technical / quantitative solutions
- Partner with our trading, research, and data teams to deliver custom solutions and deliver key initiatives
- Develop data analytics tools and work with large datasets, including sourcing innovative and new data on an ongoing basis
- Integrate models into the commodities technology framework
- Integrate data and insights into models, reports, and investment processes
- Partner with analysts to develop scalable tools leveraging machine learning and deep learning models to solve real-world problems
- Become an expert on Citadel systems and technology to support the accelerating integration of data analytics into all processes
Requirements
- Outstanding Python skills including packages such as pandas, numpy, statsmodels, sklearn, scipy, matplotlib, tensorflow
- Time series analysis, mining skills, numerical methods, and statistical tools, including PCA and regression
- Experience sourcing and structuring data sets, including experience with SQL
- Great communication skills, both written and oral
Desired
- Experience working with distributed compute infrastructure
- Experience with machine learning techniques, time series analysis, and econometrics
- Experience in Deep Learning : DNN, CNN, RNN / LSTM, GAN or other auto encoder
- Jupyter, PyCharm, and Anaconda expertise
- Basic understanding of commodities
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Python Software Engineer - Commodities (PW)
Software Engineer - Commodities at Citadel. Citadel’s commodities team seeks to generate alpha through directional and relative value strategies across both physical and commodities markets. Integrate models into the commodities technology framework. Outstanding Python skills including packages such...
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