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Associate Data Scientist
4 weeks ago
Not Applicable
Qualification:
Post-grad in one of the following fields with strong academic credentials:
- • Computer Science/IT.
- • Operations Research/Applied Math.
- • Engineering.
- • Statistics.
Responsibility:
Business:
- 'Works with the business team to identify the right business objective and data required to answer the same.
- Executes a data collection plan from both structured and unstructured sources that helps in data exploration , hypothesis testing and statistical modeling.
- Analyzes data and generates insights that can articulated to business stakeholders.
- Develops POCs that can be used to generate business decisions.
- Simulates several scenarios through an interactive visualization that deepens the business understanding with underlying trends and root causes.
Stakeholder Management:
- '
• Communicate analytical results in a way that is meaningful for business stakeholders and provides actionable insights. - • Coordinates in communicating the data needs with both technology and business teams to ensure that right data is captured for analysis and modeling.
Project Management:
- '
• Ensure that the work goes ahead in a way that conforms to DS delivery framewrok and fulfills all outputs specifically outlined by stakeholders. - • Work with Business Operations and Delivering teams on designing, building and deploying data analysis systems for large data sets.
- • Execute flawlessly on the DS project plan by adhering to timelines.
- • Execute the design, analysis, or evaluation of assigned projects.
Data Analytics and Reporting:
- '
• Explore and examine data from multiple disparate sources. - Prepare a data collection plan from both structured and unstructured sources.
- Collaborate and coordinate with Technology and Business teams for all data needs.
- • Expert level proficiency in data handling (SQL).
- Data Discovery & Profiling.
Data Discovery & Profiling:
- '
• Perform exploratory data analysis and generate insights. - Validate hypothesis developed during exploration phase.
- Present initial results to business stakeholders and identify the next steps.
Data Modelling:
Create models using one or more of the platforms like R, SAS, Python, Matlab Model creation would involve one or more of the following technqiues:
- 1 Classification.
- 2 Clusterning.
- 3 Time Series.
- 4 Forecasting.
- '
• Testing and validating the model. - • Deriving insights and recommendations from the models.
- • Performing data visualization and presentation to clients.
Innovation & Thought Leadership:
- '
• Provide thoughtleadership and dependable execution on diverse projects. - • implement best practices and technology.
- • Discover new opportunities where advanced analytical techniques can be leveraged for solving business problems.
Knowledge Management:
- Document all modeling steps in a systematic way including modeling process, insights generated , presentations , model validation results and checklists built in the project.
- Prepare a one pager document that outlines and quantifies the business impact due to the DS project.
Must Have Skills
- BigQuery
- SQL Developer
- Item Management
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