Do you want to join the world of Data Science in the fast-growing energy market?
Do you love to turn large datasets into meaningful stories and actionable knowledge? Solve real world problems? Do you want to be involved in delivering the next generation of analytic solutions using Statistical/Machine Learning methods and a range of Big Data technologies? Join a team where you are encouraged to explore, learn, and push boundaries.
We develop applied Machine Learning solutions with the goal of scaling and automating the classification of millions of records of our clients’ supply chain data. For ten years, we have been classifying our clients’ purchasing transactions into our industry-specific categorization schema. This gives us an inordinate amount of training data – millions of rows of classified transactions representing over $3+ trillion of spend. That’s not a typo – three trillion dollars! Our efforts are focused on deploying fully-integrated Machine Learning algorithms to assist our industry experts in leveraging their knowledge at greater scale and efficiency. We have a fertile ground of training data, a can-do entrepreneurial spirit and appreciation for robust and effective analytics approaches to delivering value. Come join our team!
PowerAdvocate leads the energy data industry by providing energy companies with clarity into their complex data. Our Energy FactBase, currently at $3+ trillion and growing, helps customers to create operational and financial excellence. We help our clients to understand how they can leverage our unique view of the marketplace to reduce costs and manage operation risk working with executives on the cutting edge in the power, oil and gas, and renewable energy sectors.
SUMMARY: As a member of PowerAdvocate’s Data Science team, the Data Scientist actively participates in all aspects of the algorithm testing and development process—from data extraction and wrangling, through effective database integration solutions to model development and implementation. The Data Scientist contributes as part of an Agile Scrum team, in a fast-paced environment with high visibility to the rest of the company. He or she also participates in broader aspects of each project including communicating ongoing results and outcomes via effective visualizations and other presentation tools, as well as gaining a deeper understanding of the results produced and their applicability to our internal customers.
In addition to the following, other duties may be assigned to meet business needs:
•Extract, clean, audit and prepare data for analysis, relying on well-structured procedures and maintaining reproducibility of results
•Design experiments to answer targeted questions and conduct exploratory data analysis
•Analyze and judge the quality of data produced and proactively develop and implement solutions to data quality issues
•Present and visualize interim and final results of analyses
•Implement and test algorithms and techniques relevant to achieving project objectives
•Maintain and develop, as needed, databases relevant to analytic solutions being developed
•Interface with primary team members to construct, maintain, and automate client-related data to support other analyst teams in the Spend Intelligence & Cost Intelligence Groups
•Translate business objectives into actionable analysis
•Provide insight into the development of new customer products and internal uses for PowerAdvocate’s vast database of information.
•Can guide the team through effective approaches to data extraction, data auditing, and exploratory data analyses
•Develops clear workflow / implementation plans based on chosen modeling approaches
•Has a sharp eye for detail coupled with capacity for planning, organizing and analyzing large-scale complex data projects
•Demonstrates solid interpersonal skills to work cooperatively with a diverse team to deliver superior results in a self-managed Scrum environment
•Communicates findings clearly to both technical and non-technical audiences
•Demonstrates the ability to shift between academically rigorous approaches and pragmatic quick-and-dirty-yet-useful tools for the real world
•Is open-minded about new approaches and tools for achieving the goals of our customer
TECHNICAL SKILLS AND REQUIREMENTS:
•1-3+ years of relevant experience in Data Science, Statistics, Econometrics or Machine Learning projects
•Software development experience, a plus
•High proficiency in a range of statistical / modeling tools
•Experience in productionalizing code using scikit-learn
•Proficient at data profiling, cleaning, and mining
•Solid programming skills in at least one object-oriented language (Python and/or R preferred)
•Experience with R Shiny, Flask, or related frameworks a plus
•B.S./M.S. in a quantitative discipline: Econometrics, Statistics, Applied Mathematics, Operations Research, Computer Science, Economics, Engineering
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PowerAdvocate provides market and cost intelligence to energy companies to optimize financial results, offering best-in-class information, innovative technology, and expert services.
In-office gym; office events and trips throughout the year; tuition and training reimbursement.
Java, Spring, Hibernate, J2EE, jQuery, ExtJS, Oracle database, Solr, SQL, NoSQL
Phone screen with recruiter; all day onsite interview, including two technical tests and meeting with CEO.
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