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Digital Transformation Engineer

2 months ago

California, United States Cenovus Energy Full time

Digital Transformation Engineer

About this opportunity: In support of the Developments Team mandate to “Identify and manage Atlantic Region's value creation programs & developments” there is a requirement for a Data Science Engineer to support our Digital Transformation initiatives across the Atlantic Region business unit. They will be responsible for progressing non-standard scopes that require new ways of thinking and an appetite to scrutinize new and underutilized data sets to drive data-driven decision making. It is expected that with their technical expertise they will support the Atlantic Region, as well as other Business Units within Cenovus from time to time. What you’ll do: Align the data architecture and corresponding data repositories (database, data lake, data marts, historian, etc.) with the broader solution architecture (includes the business architecture, application/integration architecture, and analytics/reporting architecture) to correlate applications and their underlying data, facilitate data integration across domains, break down data silos, improve data quality and reliability, and reduce data redundancy Develop data models with entities and relationships as required for data intelligence solutions Define standards and design solutions for the acquisition and integration of raw structured and unstructured data from various systems and devices into a controlled data architecture Design and develop visualizations and interactive dashboard solutions to enable data-driven analysis and decision making Design and develop reporting solutions to support operational, analytical, performance management, and compliance requirements Conduct exploratory data analysis to examine biases, patterns, ranges and distributions of data within very large datasets Design, construct, evaluate and deploy supervised/unsupervised Machine Learning (ML) models for diagnostic, predictive and prescriptive use cases Apply best practice techniques for model testing and turning to assess accuracy, fit, validity and robustness Optimize and scale ML models for very large datasets using advanced techniques such as data partitioning, compression, etc. and cloud-based computing Conduct domain analysis for use cases related to reservoir engineering, production engineering, production operations, and facility engineering Develop hypotheses, test assumptions, and articulate findings to business domain experts to enable data-driven decision-making Assist and advise business stakeholders with their data analysis requirements Who you are: BSc in Engineering/Computer Science, MSc and above is considered an asset 2+ years of experience in the oil and gas industry 2+ years of experience in data science and data engineering Programming Languages: Python, R, SQL, .NET, VBA Software Engineering: Jupyter Notebook, RStudio, VSCode, pip, conda, GitHub, Continuous Integration Data Platform: Databricks, SQL Server/Oracle, Real-Time Data Historian Data Analytics & Visualizations: Power BI, Spotfire, interactive web frameworks Data Integration: REST API’s, ETL/ELT tools, data collectors, job schedulers Deep knowledge of a variety of machine learning techniques (clustering, classification, decision trees, regression, neural networks, timeseries analysis and forecasting, etc.) Experience in implementing applied mathematics and statistical techniques for data science Experience using ML Libraries including Pandas, Scikit-learn, SciPy, Matplotlib, NumPy, Seaborn, etc. Familiarity with cloud-based infrastructure and service offerings, such as Amazon Web Services (AWS) and Microsoft Azure Familiarity with Agile methods Exceptional communication skills, both written and verbal, as well as presentation skills, enabling the conveyance of detailed information to various audiences. A commitment to continuous learning and development, with the ability to multitask and collaborate effectively with diverse stakeholders. The capability to work independently and as part of a team, collaborating with individuals from various disciplines. This includes working with external partners such as service providers, contractors and consultants to achieve goals and resolve issues. Note: The application deadline for this position is 11:59 PM MT July 17th, 2024. If you require accessibility assistance to complete the on-line application or otherwise apply for an open position with Cenovus, its subsidiaries and affiliates, please email careeropportunities@cenovus.com. Consistent with the Accords Act, residents of Newfoundland and Labrador specifically and Canada generally, who are qualified, will be given first consideration for training and employment. Who we are: We’re an integrated energy company headquartered in Calgary with oil and natural gas production operations in Canada and the Asia Pacific region, and upgrading, refining and marketing operations in Canada and the United States. We’re committed to maximizing value by developing our assets in a safe, responsible and cost-efficient manner, integrating environmental, social and governance considerations into our business plans. We've been named a Top Alberta Employer for 2024, a designation recognizing organizations leading their industries in offering exceptional places to work. Cenovus is the operator and majority owner of the White Rose field and extensions, located approximately 350 km offshore Newfoundland and Labrador. West White Rose is a concrete based drilling platform, which will access resources in the western part of the existing White Rose field and use the SeaRose floating production, storage and offloading (FPSO) vessel for processing within our Atlantic Region Operations. Find Cenovus on Facebook, LinkedIn, YouTube and Instagram. For more information, please visit cenovus.com At Cenovus, we embrace diversity of thought, experience and backgrounds to help us make better business decisions, address our challenges, seize opportunities and unlock innovative solutions. We’re committed to building a diverse, equitable and inclusive workplace where people feel respected, valued and engaged. We strive for a collaborative, physically and psychologically safe environment where you can be yourself, feel a sense of belonging and thrive. For more information, including details on our inclusion and diversity targets and networks, visit Cenovus.com. The requirements of this posting may be modified to support business needs. Title and compensation administration will be based on the skills and capabilities of the successful incumbent. Notification To be considered for a position, please click Apply and create an account or sign in to your Cenovus Careers profile. Immediately following successful submission of your online application, you will receive an online notification confirming Cenovus's receipt of your resume. Only those applicants who apply directly to a posted position and are selected for an interview will be contacted. We will not accept agency or third-party candidate submissions. To follow the status of your application, log in to your Cenovus Careers profile and click on the appropriate job under ‘My Applications’. Interested in this opportunity? Click the Apply link.

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