Associate III - Data Science

3 - 5 years

8 - 9 Lacs

Posted:3 weeks ago| Platform: GlassDoor logo

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Work Mode

On-site

Job Type

Part Time

Job Description

    3 - 5 Years
    4 Openings
    Kolkata, Pune


Role 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:

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:

Statistical Concepts, SQL, Machine Learning (Regression and Classification), Deep Learning (ANN, RNN, CNN), Advanced NLP, Computer Vision, Gen AI/LLM (Prompt Engineering, RAG, Fine Tuning), AWS Sagemaker/Azure ML/Google Vertex AI, Basic implementation experience of Docker, Kubernetes, kubeflow, MLOps, Python (numpy, panda, sklearn, streamlit, matplotlib, seaborn)

Skills

Data Science,Python,Deep Learning

About UST

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 transformation. Powered by technology, inspired by people and led by purpose, UST partners with their clients from design to operation. With deep domain expertise and a future-proof philosophy, UST embeds innovation and agility into their clients’ organizations. With over 30,000 employees in 30 countries, UST builds for boundless impact—touching billions of lives in the process.

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