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Data Scientist

2-5 Years
SGD 4,500 - 6,500 per month
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  • Posted 15 hours ago
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Job Description

Who We Are:

Hewlett Packard Enterprise is the global edge-to-cloud company advancing the way people live and work. We help companies connect, protect, analyze, and act on their data and applications wherever they live, from edge to cloud, so they can turn insights into outcomes at the speed required to thrive in today's complex world. Our culture thrives on finding new and better ways to accelerate what's next. We know varied backgrounds are valued and succeed here. We have the flexibility to manage our work and personal needs. We make bold moves, together, and are a force for good. If you are looking to stretch and grow your career our culture will embrace you. Open up opportunities with HPE.

Job Description:

Job Family Definition:

Designs, develops and applies programs, methodologies and systems based on advanced analytic models (e.g. advanced statistics, operations research, computer science, process) to transform structured and unstructured data into meaningful and actionable information insights that drive decision making.

Uses visualization techniques to translate analytic insights into understandable business stories (eg. descriptive, inferential and predictive insights).

Embeds analytics into client's business processes and applications. Combines business acumen and scientific methods to solve business problems.

Management Level Definition:

Contributions include applying intermediate level of subject matter expertise to solve common technical problems. Acts as an informed team member providing analysis of information and recommendations for appropriate action. Works independently within an established framework and with moderate supervision.

Responsibilities:

  • Applies basic knowledge of the client's business need to formulate and define analytic objectives. Uses available data elements, defines business rules, and solution objectives.
  • Develops, enhances and maintains a client's metadata based on analytic objectives. May load data into the infrastructure, creates hypothesis matrix, and identifies available data to prepare for the Exploratory Data Analysis (EDA) and hypotheses.
  • Builds models to supports/contribute to the overall solution, validates initial model and validates results & performance after the implementation.
  • Researches, identifies, and aids in delivering data science solutions to problem domain. Contributes significantly in measurement of business performance based on the model deployed. If needed, leads the model enhancements.
  • Create visualization of the model's insights for easy consumption.

Education and Experience Required:

  • Master's degree in Statistics, Operations Research, Computer Science or equivalent preferred. Or Bachelor's Degree in these areas and at least 2-3 years of relevant experience.

Knowledge and Skills:

  • Working knowledge of data science methodologies including but not limited to classical regression, neural nets, CHAID, CART, association rules, sequence analysis, cluster analysis, and text mining.
  • Understanding of business requirements, how they relate to data science objectives and how to translate them into mathematical models.
  • Strong background and working proficiency in effective use of analytics software (eg. R, SAS, SPSS, Python, Cplex).
  • Working knowledge of machine learning, data integration, and modeling skills and ETL tools (eg. Infomatica, Ab Initio, Talend).
  • Solid communication and presentation skills.
  • Working knowledge of relevant data programming languages.
  • Strong interpersonal skills and effectiveness in working across geographical boundaries.
  • Working knowledge of data visualization techniques.

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Job ID: 146612083