Sumeru Solutions
Data Engineer
- Compensation
- Not disclosed
- Location
- Menlo Park, CA, us
- Work setup
- Not specified
- Seniority
- Not specified
- Employment
- Not specified
- Experience
- 4+ years
- Category
- Data engineering
- Posted
Skills
Must have
- • BA/BS degree
- • Strong in statistics fundamentals, set theory and relational algebra
- • Experience of 4+ years of programming (C++, JAVA, PHP, PERL, PYTHON etc.)
- • Proficiency in SQL is required
- • Demonstrated problem solving ability with experience providing practical business insights from large, complex data sets
- • Understanding Data warehousing concepts: ETL, OLAP vs. OLTP, Slowly Changing Dimensions, is a plus
- • Reporting / dashboarding with any BI tool (Microstrategy, Tableau, Business Objects etc.) is desired
- • Basic knowledge (college level or hands-¬‐on) of stats modeling: classification, logistic regression, decision trees, clustering, k-¬‐fold cross validation, etc. required
- • Provide strong interpersonal skills while acting under diverse roles
- • Liaison, consultant, leader, peer, owner, customer, etc.
- • Experience in technical operations or hardware that supports a large scale website beneficial
- • Able to work in an extremely high volume, high energy environment
- All your information will be kept confidential according to EEO guidelines.
Full description
Responsibilities
- Leverage tools like SQL, Hadoop, R, PHP, Python, Oracle, Java, and Excel to drive efficient analytics and reporting or performing data extraction from mySQL/oracle/hive leveraging an extremely large data set
- Focus on collecting, parsing, managing, analyzing and visualizing large sets of data to turn information into insights using multiple platforms
- Work with internal technical operations teams to define metrics, automate data collection, synthesize relevant data, build analytical models and forecasts
- Create and manage failure and/or trend analysis
- Create and/or assist in the development of tools or data dashboards that drive efficiency
Requirements
- BA/BS degree
- Strong in statistics fundamentals, set theory and relational algebra
- Experience of 4+ years of programming (C++, JAVA, PHP, PERL, PYTHON etc.)
- Proficiency in SQL is required
- Demonstrated problem solving ability with experience providing practical business insights from large, complex data sets
- Understanding Data warehousing concepts: ETL, OLAP vs. OLTP, Slowly Changing Dimensions, is a plus
- Reporting / dashboarding with any BI tool (Microstrategy, Tableau, Business Objects etc.) is desired
- Basic knowledge (college level or hands-¬‐on) of stats modeling: classification, logistic regression, decision trees, clustering, k-¬‐fold cross validation, etc. required
- Provide strong interpersonal skills while acting under diverse roles
- Liaison, consultant, leader, peer, owner, customer, etc.
- Experience in technical operations or hardware that supports a large scale website beneficial
- Able to work in an extremely high volume, high energy environment
All your information will be kept confidential according to EEO guidelines.