Company:
BP Energy
Location: Houston
Closing Date: 05/12/2024
Hours: Full Time
Type: Permanent
Job Requirements / Description
Entity:
Trading & Shipping
Job Family Group:
Supply & Trading Group
Job Description:
The Trading Data Analytics team within the Trading Analytics & Insights (TA&I) organisation in bp Trading & Shipping comprises Quantitative Analytics, Data Strategists and Core Strategists. Linked by the common themes of data, numerical algorithms and technology, the team seeks to contribute to the business by providing new models, tradable insights and agile technology solutions that empower the analyst community and advantage the commercial teams.
The Senior Software Engineers (Python), working in cross-discipline Squads, are helping spearhead our analytics transformation, re-imaging legacy business critical Excel models on our strategic data science platform Dataiku. We are Python experts and combine deep programming know-how with practical experience of analytics - data science methods, statistics, numerical algorithms or commercial skills. Working in a close partnership with the analysts and strategists across regions and commodity lines, you will craft and build solutions to exciting business problems in a highly multifaceted commercial environment.
In your role, you will also partner with the central IT organisation for strategic deliveries, including modern data repositories, new analytical toolkits, visualisation technologies and cloud compute.
Key accountabilities:
You will build direct relationships with key analysts and commercial partners, understand their business requirements and immediate goals, and build effective technical solutions based on their mentorship.
As a seasoned industry practitioner and technology expert you will be expected to make significant contributions to the Core Strategist team globally, helping to define technical excellence, crafting standard processes and identifying new opportunities for modular, reusable code components and shared libraries.
You will act as a technical design owner for a specific commodity line or area fully understanding commercial asks and drivers and finding the best technical solutions to achieve a commercial outcome whilst keeping focus on non-functional and performance requirements.
Highly networked within both the global Core Strategist team and the central IT organization you will play a leading role in advancing the strategic technology agenda across regions.
Be held by the business as a deep technical authority and source of expert mentorship to the analyst community.
Provide day-to-day problem solving support, proactively disseminating best practice and driving collaboration and knowledge sharing across Agile Squads worldwide.
Build efficient, resilient and innovative solutions using modern data analytics technologies (on our strategic technology stack - Dataiku, Power BI and Plotly Dash), that enable analysts, inform decision making and drive revenue generation.
Partner with analysts to develop custom interactive dashboard visualization solutions using web technologies and third-party frameworks.
Craft and build scalable, reusable components and frameworks in-line with mandated architectures.
Rigorously adhere to software development standard methodology for enterprise-grade applications.
Make significant contributions to the shared proprietary model libraries for use by analysts globally.
Work with the architecture and infrastructure teams in central IT to ensure that designs are aligned with the company technology strategy. Play a key interfacing role between IT and the analyst community.
Act as a Product Owner for strategic projects undertaken by the centralized IT teams in service of Trading Analytics & Insight.
Essential education:
Relevant university degree in a STEM subject or other quantitative field (computer science, technology, engineering, mathematics, or physics, electrical engineering, mathematical finance)
Essential experience:
Understanding of supply and demand drivers together with how physical and related financial instruments are traded.
Proficient English knowledge and ability to communicate effectively, both verbally and in writing.
Substantial industry experience of Python programming for numerical data analysis, including an extensive knowledge of pandas, numpy, Jupyter. Solid practical knowledge of time series data manipulation.
Deeply expert in writing production ready, highly reliable, tuned (pythonic) numerical code.
Good understanding of web services, ability to integrate with REST APIs.
Excellent knowledge of SQL and RDBMs. Deep experience in cloud technology concepts and stack, specifically AWS services.
Reporting, with a strong emphasis on data visualization. Knowledge of visualisation frameworks, including Plotly, Plotly Dash and PowerBI.
Deeply familiar with software development standard process, including unit, integration and regression testing. Build and deploy patterns. Source code control systems (Git).
Strong analytical, reasoning and mathematical skills.
Great team member management skills
Desirable experience & skills:
Knowledge of regional energy markets (e.g. oil, natural gas, low-carbon, LNG, or power)
Understanding of web technologies including HTML, CSS, XML
Understanding of econometrics and time series forecasting
Experience of working with data science platforms - especially DataIKU or databricks
Experience of UX design
Industry experience of large-scale data analysis and predictive modelling, preferably in an investment bank, hedge fund or energy major.
Object oriented programming in a second language, for example Java, C++ or C#
Javascript or Typescript programming, experience with React.js, Node.js/npm.
Quantitative and data science skills, for example knowledge of statistics, probability theory, optimization or machine learning
The scientific python stack including SciPy, scikit-learn, Statsmodels
Why join us:
At bp, we support our people to learn and grow in a diverse and challenging environment. We believe that our team is strengthened by diversity. We are committed to encouraging an inclusive environment in which everyone is respected and treated fairly.
There are many aspects of our employees’ lives that are meaningful, so we offer benefits to enable your work to fit with your life. These benefits can include flexible working options, a generous paid parental leave policy, and excellent retirement benefits, among others!
Travel Requirement
Negligible travel should be expected with this role
Relocation Assistance:
Relocation may be negotiable for this role
Remote Type:
This position is a hybrid of office/remote working
Skills:
Legal Disclaimer:
We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, sex, gender, gender expression, sexual orientation, age, marital status, socioeconomic status, neurodiversity/neurocognitive functioning, veteran status or disability status. Individuals with an accessibility need may request an adjustment/accommodation related to bp’s recruiting process (e.g., accessing the job application, completing required assessments, participating in telephone screenings or interviews, etc.). If you would like to request an adjustment/accommodation related to the recruitment process, please .
If you are selected for a position and depending upon your role, your employment may be contingent upon adherence to local policy. This may include pre-placement drug screening, medical review of physical fitness for the role, and background checks.
Trading & Shipping
Job Family Group:
Supply & Trading Group
Job Description:
The Trading Data Analytics team within the Trading Analytics & Insights (TA&I) organisation in bp Trading & Shipping comprises Quantitative Analytics, Data Strategists and Core Strategists. Linked by the common themes of data, numerical algorithms and technology, the team seeks to contribute to the business by providing new models, tradable insights and agile technology solutions that empower the analyst community and advantage the commercial teams.
The Senior Software Engineers (Python), working in cross-discipline Squads, are helping spearhead our analytics transformation, re-imaging legacy business critical Excel models on our strategic data science platform Dataiku. We are Python experts and combine deep programming know-how with practical experience of analytics - data science methods, statistics, numerical algorithms or commercial skills. Working in a close partnership with the analysts and strategists across regions and commodity lines, you will craft and build solutions to exciting business problems in a highly multifaceted commercial environment.
In your role, you will also partner with the central IT organisation for strategic deliveries, including modern data repositories, new analytical toolkits, visualisation technologies and cloud compute.
Key accountabilities:
You will build direct relationships with key analysts and commercial partners, understand their business requirements and immediate goals, and build effective technical solutions based on their mentorship.
As a seasoned industry practitioner and technology expert you will be expected to make significant contributions to the Core Strategist team globally, helping to define technical excellence, crafting standard processes and identifying new opportunities for modular, reusable code components and shared libraries.
You will act as a technical design owner for a specific commodity line or area fully understanding commercial asks and drivers and finding the best technical solutions to achieve a commercial outcome whilst keeping focus on non-functional and performance requirements.
Highly networked within both the global Core Strategist team and the central IT organization you will play a leading role in advancing the strategic technology agenda across regions.
Be held by the business as a deep technical authority and source of expert mentorship to the analyst community.
Provide day-to-day problem solving support, proactively disseminating best practice and driving collaboration and knowledge sharing across Agile Squads worldwide.
Build efficient, resilient and innovative solutions using modern data analytics technologies (on our strategic technology stack - Dataiku, Power BI and Plotly Dash), that enable analysts, inform decision making and drive revenue generation.
Partner with analysts to develop custom interactive dashboard visualization solutions using web technologies and third-party frameworks.
Craft and build scalable, reusable components and frameworks in-line with mandated architectures.
Rigorously adhere to software development standard methodology for enterprise-grade applications.
Make significant contributions to the shared proprietary model libraries for use by analysts globally.
Work with the architecture and infrastructure teams in central IT to ensure that designs are aligned with the company technology strategy. Play a key interfacing role between IT and the analyst community.
Act as a Product Owner for strategic projects undertaken by the centralized IT teams in service of Trading Analytics & Insight.
Essential education:
Relevant university degree in a STEM subject or other quantitative field (computer science, technology, engineering, mathematics, or physics, electrical engineering, mathematical finance)
Essential experience:
Understanding of supply and demand drivers together with how physical and related financial instruments are traded.
Proficient English knowledge and ability to communicate effectively, both verbally and in writing.
Substantial industry experience of Python programming for numerical data analysis, including an extensive knowledge of pandas, numpy, Jupyter. Solid practical knowledge of time series data manipulation.
Deeply expert in writing production ready, highly reliable, tuned (pythonic) numerical code.
Good understanding of web services, ability to integrate with REST APIs.
Excellent knowledge of SQL and RDBMs. Deep experience in cloud technology concepts and stack, specifically AWS services.
Reporting, with a strong emphasis on data visualization. Knowledge of visualisation frameworks, including Plotly, Plotly Dash and PowerBI.
Deeply familiar with software development standard process, including unit, integration and regression testing. Build and deploy patterns. Source code control systems (Git).
Strong analytical, reasoning and mathematical skills.
Great team member management skills
Desirable experience & skills:
Knowledge of regional energy markets (e.g. oil, natural gas, low-carbon, LNG, or power)
Understanding of web technologies including HTML, CSS, XML
Understanding of econometrics and time series forecasting
Experience of working with data science platforms - especially DataIKU or databricks
Experience of UX design
Industry experience of large-scale data analysis and predictive modelling, preferably in an investment bank, hedge fund or energy major.
Object oriented programming in a second language, for example Java, C++ or C#
Javascript or Typescript programming, experience with React.js, Node.js/npm.
Quantitative and data science skills, for example knowledge of statistics, probability theory, optimization or machine learning
The scientific python stack including SciPy, scikit-learn, Statsmodels
Why join us:
At bp, we support our people to learn and grow in a diverse and challenging environment. We believe that our team is strengthened by diversity. We are committed to encouraging an inclusive environment in which everyone is respected and treated fairly.
There are many aspects of our employees’ lives that are meaningful, so we offer benefits to enable your work to fit with your life. These benefits can include flexible working options, a generous paid parental leave policy, and excellent retirement benefits, among others!
Travel Requirement
Negligible travel should be expected with this role
Relocation Assistance:
Relocation may be negotiable for this role
Remote Type:
This position is a hybrid of office/remote working
Skills:
Legal Disclaimer:
We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, sex, gender, gender expression, sexual orientation, age, marital status, socioeconomic status, neurodiversity/neurocognitive functioning, veteran status or disability status. Individuals with an accessibility need may request an adjustment/accommodation related to bp’s recruiting process (e.g., accessing the job application, completing required assessments, participating in telephone screenings or interviews, etc.). If you would like to request an adjustment/accommodation related to the recruitment process, please .
If you are selected for a position and depending upon your role, your employment may be contingent upon adherence to local policy. This may include pre-placement drug screening, medical review of physical fitness for the role, and background checks.
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