Python Job: Associate III - Data Analysis

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Job Skills

Company

UST

Location

Pune - India

Job type

Full-Time

Python Job Details

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:

    Data conversion using Azure Databricks , Data lake & Data factory knowledge Data Engineer replacement. The current data engineer will be replaced by Abzooba, replacement candidate is identified.

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