Role Overview
The data engineer designs and develops data models, collects and analyzes data for insights and communicates how those findings improve reliability, customer experience, profitability and other relevant factors.
What You Will Do
Ensure data requirements, assess data to determine strategic approach, identify data security requirements, assess computational power required, estimate milestones, resources and costs, produce data via SQL and other programming tools, develop reports and dashboards, design and develop data and information structures, capture data and modify programs to extract information from company databases.
Why It Might Be a Fit
Strong business and collaboration skills, problem solving skills, attitude to thrive in a fast rhythm, able to build a sense of trust and rapport, able to respond to service needs and operational demands.
Requirements
- SQL knowledge
- Deep knowledge of machine learning, statistics and optimization
- Advanced knowledge of statistical techniques, data mining, machine learning (regression, decision trees, clustering, random forests, generalized linear models, etc.)
- Experience in database development and data model design
- BS/BA (preferred MS) degree preferably in computer science, statistics, mathematics or equivalent mix of education and experience
- 5+ years of experience in analyzing and preparing data, including considerable experience with very large data sets and unstructured data
- Strong experience in database development and model design
- Experience with R, Python, Matlab, C programming, C++, Java, Hadoop, Hive, Map reduces, Teradata, QSTK
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