Requirement
Designing and executing exploratory analyses independently across recent and complex datasets.
Applying statistical concepts across univariate, bivariate, and multivariate analyses where appropriate.
Understanding distributions, trends, relationships, correlations, outliers, anomalies, and behavioural patterns within data.
Selecting analytical techniques based on the business problem rather than relying on predefined analysis templates.
Performing comprehensive data validation and sanity checks before drawing conclusions.
Assessing dataset granularity, completeness, uniqueness, consistency, coverage, and potential biases.
Developing robust analytical logic to account for data gaps, null values, edge cases, and unusual scenarios.
Combining multiple analytical perspectives or datasets where required to arrive at stronger conclusions.
Identifying the most effective way to investigate a problem and prioritising analyses based on likely business value.
Using AI tools responsibly for coding, exploration, automation, documentation, and productivity improvements.

📌 Senior Data Analyst Bengaluru
🏢 Whitefield Careers
📍 Bengaluru