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Job Role And Responsibilities:
The Advanced Analytics and Data Sciences team is seeking a Data Scientist who loves working on complex problems and getting things done. The ideal candidate combines excellent business acumen and communication skills with outstanding analytical skills. If you are detail-oriented, enjoy solving complex data challenges, and are passionate about data, we want to hear from you. As a Data Scientist, you will work with data analysts, managers and engineers to: resolve ambiguity with data, play a crucial role in the iteration and optimization of software solutions, and support data-driven decision-making across the organization. You’ll be working directly with an experienced (and fun) team of brilliant people in a dynamic environment to grow a new business that is revolutionizing the cloud computing world.
The candidate would be tasked with solving a real-life business problem that requires processing/analyzing TBs of data and handling variety of data sources
The work is organized as a project with clear deliverable and timeline
The candidate would collaborate with other team members who would provide support and mentoring
The candidate would proactively investigate, report, and where possible, address data quality issues
Excellent command of English
Experience with SQL, ideally Postgres and visualization tools such as Tableau
Intermediate knowledge of at least one programming language, ideally Python or R
Good understanding of statistical analysis and techniques: Classification analysis (Decision trees, Random forest, GBM, Linear and Logistic regression analysis, ANOVA, Hypothesis testing, Cluster analysis, PCA)
Excellent knowledge of Excel
BS/BE in Computer Sciences, Math, Statistics or related field.
Good understanding of API connections and data pipelining
Knowledge with Natural Language Processing
Experience with web scraping
Understanding of different model performance metrics and hyperparameters optimization
Business Acumen, ability to translate business needs into a set of workable, specific requirements
3+ years of professional experience in data modelling/ advanced business analytics
Proficient in SQL and experience with efficient processing of large data sets. Ability to write sophisticated and optimized queries against large databases
Proficient in data visualization tools such as Mode Analytics or Tableau
Proficient in Excel
Experience in statistical computing with Python/R
Ability to handle several concurrent activities with strong organizational skills and attention to detail
This job requisition is not eligible for employment-based immigration sponsored by VMware.
This role is available to Masters-level New Graduates only.
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