Energy Data Analyst

1 week ago


New London, Connecticut, United States Vermont Energy Investment Full time
Overview


Develops and delivers high-quality energy analysis services, tools and techniques, and support to internal and external clients to produce accurate, repeatable, and insightful characterizations of energy efficiency opportunities and program and project performance, while capitalizing on opportunities for innovation and increased impact.

Continuously improves analytics processes and techniques through study of the energy industry and development of prototypes and proof-of-concepts as needed to validate data analysis requirements, workflows, techniques, and methods.

Contributes to the development, documentation, and maintenance of the data analytics software infrastructures, utilizing best practices for data analysis, data management, and software development.

Conducts data analysis tasks as part of the Data Analytics team, contributing to a mission-driven, creative, enjoyable, and stimulating work environment.

Responsibilities


Performs custom data analyses for internal and external clientsDesigns, develops, documents, and maintains analytical tools to derive useful information from available data sources, such as Smart Meter (AMI) data; sub-meter, smart thermostat, and other sensor data; building operations and production data; public data; etc.

as part of VEIC's custom service and software environmentContinuously reviews and improves data acquisition, management, and analysis systems, applications, and tools as needed, ensuring quality and alignment with internal and industry best practicesParticipates in solution development process, including aspects of service, software, and data architecture; user requirements; user interface/experience design; testing/QA; maintenance; documentation; source code control; continuous integration and release managementQualifications

Strong personal commitment to the mission, vision, goals and values of VEICBachelor's degree in engineering, mathematics, and/or statistics or related fieldMinimum of 5 years of experience performing data analytics, preferably including at least 3 year of direct experience with developing data analytics software tools, workflows, and methods, or a combination of education and experience from which comparable knowledge and skills were acquiredFluency in one or more programming languages, preferably including PythonDemonstrated ability with most of the following or comparable systems with ability to learn quickly: Microsoft SQL Server, Snowflake, Flask, Dash, REST API, and LinuxAbility with web software technologies, including HTML, CSS, JavaScript, and modern web frameworks and ORMsProficiency with data mining, information retrieval, machine learning, and/or statistics; documentation of analysis procedures and functions; development of analysis and computational toolsProficiency with data visualization concepts, software, librariesUnderstanding of engineering and scientific analysis techniques as well as basic energy physics, or mechanical engineering principles as gained through study or experience in relevant domains - understanding of building systems, building energy use, and energy analysis techniques is preferredExperience in applying energy data to measure characterization and in baseline studies is beneficialExperience with refactoring, unit testing, and object-oriented programming techniquesExperience using version control systems such as Git or SubversionDemonstrated ability to be organized, detail-oriented, accurate, and able to handle multiple tasks and competing priorities in a dynamic and fast-paced environmentDemonstrated ability to put together concise, articulate communications to internal stakeholdersAbility to communicate with non-technical stakeholders to define and document project requirementsExperience in facilitation, reviewing work of others, communications, and the ability to develop and attain goalsExperience training technical and non-technical staff in analysis and software techniquesDemonstrated ability to work both collaboratively and independentlyStrong interpersonal and customer service skillsSkilled at knowing when to adapt to new challenges, processes, and innovationDemonstrated ability to evaluate, develop/implement, and adopt new technologiesDemonstrated ability to be a productive member of a technical project-level teamAbility to mentor and cross-train more junior members of the team

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