Senior Data Scientist

VMware (Bangalore, KA, India) 28 days ago

Title: Senior Data Scientist          

Nature of Role: Individual Contributor

Total Indicative Experience: 5-10 Years

Indicative Education: Bachelors or equivalent degree mandatory, Masters or equivalent degree preferred. Degrees in computer science or statistics or mathematics preferred

Roles & Responsibilities:

  • Data Engineering and Technical Delivery
    • Prepare data for analysis using SQL or domain specific tool (example: Omniture for Digital), visualizing the data and executing to specifications
    • Web Scraping using Python to get basic datasets from popular websites (e.g.: LinkedIn) as required, Parsing JSON objects to get the data in tabular format
    • Good knowledge of databases/SQL, relevant tools like R or Python, Omniture (if digital)
    • Experience with frameworks like PySpark to handle large data would be a plus
    • Shows drive to increase the breadth & depth of tools and system
  • Data Science Depth
    • Be able to build hands-on develop propensity models (to buy, to sell, to respond), lead nurture, segmentation, cross-sell/up-sell models, forecasting using R, SAS, Python or any other language/Machine learning libraries
    • Working experience on Deep Learning using Keras, PyTorch, Tensor flow would be an advantage
    • Strong Python programming skills would be a big plus
  • Stakeholder Engagement
    • Grasp requirements on call and deliver to specification; Present to Senior Management & Leadership
    • Present findings to team lead/managers and to external stakeholders
    • Drive stakeholder engagements by driving complex analytical projects including bottoms-up projects
    • Develop executive presentations with guidance
  • Domain Expertise
    • Expertise in multiple domains – Digital / Pricing / Operations / Supply Chain / Sales / Marketing / Finance
  • Org building:
    • Lives the EPIC2 values
    • Participates in team discussions/meetings/events
    • Shares knowledge with other team members pro-actively by creating/sharing works in forums
    • Participates in interviewing candidates
    • Participates in floor/org level activities
  • Skills:
    • Expert user of R and/or Python – preferably power user of one of the two or ideally both
    • Working experience on Deep Learning using Keras, PyTorch, Tensor flow would be an advantage
    • Work Experience desirable across Hadoop, Usage of various machine learning or statistical libraries, frameworks like PySpark, Deep learning libraries like Keras, PyTorch, Tensor flow

Role reports into Manager/Senior Manager, Exploratory and Research and would sit in Data Sciences Center of Excellence in Bangalore in the EDA (Enterprise Data & Analytics) Organization

Category : Engineering and Technology
Subcategory: Data Science
Experience: Manager and Professional
Full Time/ Part Time: Full Time
Posted Date: 2021-02-24

VMware Company Overview: At VMware, we believe that software has the power to unlock new opportunities for people and our planet. We look beyond the barriers of compromise to engineer new ways to make technologies work together seamlessly. Our cloud, mobility, and security software form a flexible, consistent digital foundation for securely delivering the apps, services and experiences that are transforming business innovation around the globe. At the core of what we do are our people who deeply value execution, passion, integrity, customers, and community. Shape what’s possible today at [...] Employment Opportunity Statement: VMware is an Equal Opportunity Employer and Prohibits Discrimination and Harassment of Any Kind: VMware is committed to the principle of equal employment opportunity for all employees and to providing employees with a work environment free of discrimination and harassment. All employment decisions at VMware are based on business needs, job requirements and individual qualifications, without regard to race, color, religion or belief, national, social or ethnic origin, sex (including pregnancy), age, physical, mental or sensory disability, HIV Status, sexual orientation, gender identity and/or expression, marital, civil union or domestic partnership status, past or present military service, family medical history or genetic information, family or parental status, or any other status protected by the laws or regulations in the locations where we operate. VMware will not tolerate discrimination or harassment based on any of these characteristics. VMware encourages applicants of all ages. Vmware will provide reasonable accommodation to employees who have protected disabilities consistent with local law.

Senior Data Scientist

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