Associate III - Data Analysis

USTAY
Department Icon Data Science Analytics & Machine Learning
Posted: 4 years ago
1-3 years
Thiruvananthapuram
Data Science Analytics & Machine Learning
Work From Office
Full Time
Posted: 4 years ago
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Job Description


Role Proficiency:

Independently interprets data and analyses results using statistical techniques

Outcomes:




  • Independently Mine and acquire data from primary and secondary sources and reorganize the data in a format that can be easily read by either a machine or a person; generating insights and helping clients make better decisions.


  • Develop reports and analysis that effectively communicate trends patterns and predictions using relevant data.


  • Utilizes historical data sets and planned changes to business models and forecast business trends


  • Working alongside teams within the business or the management team to establish business needs.


  • Creates visualizations including dashboards flowcharts and graphs to relay business concepts through visuals to colleagues and other relevant stakeholders.


  • Set FAST goals




Measures of Outcomes:




  • Schedule adherence to tasks


  • Quality – Errors in data interpretation and Modelling


  • Number of business processes changed due to vital analysis.


  • Number of insights generated for business decisions


  • Number of stakeholder appreciations/escalations


  • Number of customer appreciations


  • No: of mandatory trainings completed




Outputs Expected:

Data Mining:


  • Acquiring data from various sources




Reorganizing/Filtering data:


  • Consider only relevant data from the mined data and convert it into a format which is consistent and analysable.




Analysis:


  • Use statistical methods to analyse data and generate useful results.




Create Data Models:


  • Use data to create models that depict trends in the customer base and the consumer population as a whole




Create Reports:


  • Create reports depicting the trends and behaviours from the analysed data




Document:


  • Create documentation for own work as well as perform peer review of documentation of others' work




Manage knowledge:


  • Consume and contribute to project related documents
    share point
    libraries and client universities




Status Reporting:


  • Report status of tasks assigned


  • Comply with project related reporting standards and process




Code:


  • Create efficient and reusable code. Follows coding best practices.




Code Versioning:


  • Organize and manage the changes and revisions to code. Use a version control tool like git
    bitbucket
    etc.




Quality:


  • Provide quality assurance of imported data
    working with quality assurance analyst if necessary.




Performance Management:


  • Set FAST Goals and seek feedback from supervisor




Skill Examples:




  • Analytical Skills: Ability to work with large amounts of data: facts figures and number crunching.


  • Communication Skills: Ability to present findings or translate the data into an understandable document


  • Critical Thinking: Ability to look at the numbers trends and data; coming up with new conclusions based on the findings.


  • Attention to Detail: Making sure to be vigilant in the analysis to come with accurate conclusions.


  • Quantitative skills - knowledge of statistical methods and data analysis software


  • Presentation Skills - reports and oral presentations to senior colleagues


  • Mathematical skills to estimate numerical data.


  • Work in a team environment


  • Proactively ask for and offer help




Knowledge Examples:



  • Proficient in mathematics and calculations.


    • Spreadsheet tools such as Microsoft Excel or Google Sheets


    • Advanced knowledge of Tableau or PowerBI


    • SQL


    • Python


    • DBMS


    • Operating Systems and software platforms


    • Knowledge about customer domain and also sub domain where problem is solved


    • Code version control e.g. git bitbucket etc


    Additional Comments:

    NA





Skills

QualityExcelTableauPython

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About Company

UST is a global digital transformation solutions provider. For more than 20 years, UST has worked side by side with the world’s best companies to make a real impact through technology. Powered by the talent of 30,000+ employees globally, UST builds future-ready solutions that help clients improve their lives, and improve the lives of their customers.

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