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Data Scientist at ENGIE Insight

Posted in Other 30+ days ago.

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Type: Full Time
Location: Spokane, Washington

Job Description:

ENGIE Insight, formerly Ecova, partners with multi-site businesses that aim to thrive in a sustainable world. With a foundation of accurate and comprehensive resource data including energy, water, waste and telecom we apply technology and people expertise to lower costs, drive efficiencies and reduce environmental impact. More than 1,000 customers, including 25% of the Fortune 500, turn to ENGIE Insight to help move their sustainable resource management initiatives forward.

ENGIE Insights people are our greatest strength, bound by our vision to enable a sustainable world where people, organizations and the environment thrive. We are PASSIONATE about making our company and the world a better place, RESPONSIBLE in working with commitment and accountability, COLLABORATIVE with our colleagues and clients, and AGILE enough to work in a dynamic, changing industry.

The wide-ranging expertise of our diverse team fuels the innovation that places us on the leading edge of the energy industry. As such, we nurture a company culturethrough training, mentoring and professional developmentthat encourages all employees to thrive. If this the kind of place you see yourself working, we invite you to join ENGIE Insight.



As a Data Scientist, you will support and execute on data analytic strategies that support Engies goals, drive actionable insight, innovation, and generate a high level of customer satisfaction. Key objectives will be to support Facility Solutions Delivery and Product Management initiatives, through Machine Learning development, data Visualization, Operational Efficiency, and Predictive Analytics.


The Data Scientist will apply their skills to the development of analytics, data mining, statistical analyses, and Machine Learning to answer some of the most important, challenging and strategic of business questions to better understand and serve Engies client base. This individual will support the analysis of large scale data to drive insights across client, market and solution line levels, drive identification of opportunities within client portfolios, build predictive models.
The Data Scientist will also work with cross functional teams to identify analytics opportunities, communicate data driven insights, turn insights into actionable business processes and product / service offerings, and ultimately, improve customer acquisition, retention, and loyalty. Critical collaboration includes partnering with business partners both inside and outside Engie in areas of client experience and analytics, product development, and IT regarding model development.
Define data requirements for the project to allow for the creation of the data sets necessary to meet project objectives
Development and application of SQL & NonSQL data pulls to acquire and compile the necessary source data. If required, develop and populate new data structures to support the project.
Apply statistical analysis on resulting data sets: applying and interpreting statistical inference methodologies, Predictive Analytics: regression models, cluster analysis, correlations, predictive variables, and other statistical tests and data mining techniques to large datasets to identify meaningful trends and patterns for business decisions.
Collaborate with business partners across Engie to identify and translate operational business needs into appropriate intermediate or complex analyses to support their deliverables.
Develop the story that emerges from the insight gained for ease in interpretation and presentation.


Experience with the following is critical:

Data Definition and Modeling: for each project, execute on the following to create the final data deliverable:
Visualization: this task includes the visual presentation of the data outcomes from above within parameters that business users can understand and employ. Experience using data visualization techniques in Tableau Software R Shiney or other visualization software is critical.
Solid understanding of statistical modeling / segmentation techniques.
Experience in developing and refining predictive models: conceptualize modeling frame work, define data requirements, and create predictive variables. To support these models, the following experience is required:
1. Deep-dive statistical analysis on very large, complex, multi-dimensional datasets, and experience applying and interpreting statistical inference methodologies, decision trees, and other traditional statistical tests and data mining techniques to large datasets to identify meaningful trends and patterns across client segments and markets
2. Collaborate with business partners to identify and translate operational business needs into appropriate intermediate or complex analyses
Bachelors level degree (or equivalent experience) required, Data Analytics, Mathematics, Statistics and/or Computer Science or related focus is a plus.

Masters Degree in Data Science, Statistics, Mathematics, MBA, Energy-Related field or Computer Science.
5-10 years experience in statistical data mining and application, ideally related to the energy industry or equivalent related experience
5 years energy industry experience is a plus
Demonstrated ability to effectively define and deliver innovative data analytics that advance the product and assist in positioning opportunities with current clients through innovative views of their portfolio. Strong understanding of database development and structure, along with advanced statistical analysis and modeling required.
Demonstrated ability to translate data into viable stories and associated energy efficiency opportunities, along with the resulting path for Engie business solutions with clients
In depth experience with MS SQL, R, R Shiny, Python, and/or Tableau or related software
Experience with data administration including designing, implementing, and populating database tables that support Data Sciences team projects
Entrepreneurial spirit and creative approach to problem solving
Demonstrated strong verbal and written communications skills
Strong interpersonal skills with ability to relate at all levels.
Strong analytical skills
Ability to effectively work with cross-functional teams to achieve results

Our salaries are competitive and commensurate with experience. We are a performance-based culture and have goal-based incentive programs and generous employee benefits. Our comprehensive benefit package includes medical, dental, vision insurance, life, AD&D, short- and long-term disability insurance. We also offer flexible spending accounts and 401(k) with a generous employer match.

ENGIE Insight is an equal opportunity and affirmative action employer. All qualified applicants will be considered without regard to age, race, color, national origin, ancestry, sex, sexual orientation or preference, religion, marital status, citizenship, veteran status, or physical or mental disability.

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