Description
Key Skills Python, SQL, Statistics, R, Tableau, Data Analysis, Machine Learning, SAS, SPSS, Regression Analysis
Good to Have Skills Experience with data wrangling tools and cloud platforms like Alteryx, Power BI, Snowflake, AWS, Databricks. Knowledge of NumPy, pandas, SciPy, stats models, and Stata. Exposure to time series analysis, ARIMA modeling, and forecasting techniques.
Roles & Responsibilities
- Apply statistical techniques such as regression, hypothesis testing, time series analysis, and clustering to analyze business data and identify insights.
- Calculate descriptive statistics including mean, median, mode, variance, standard deviation, and percentiles for comprehensive data understanding.
- Conduct inferential statistical analyses using hypothesis testing, confidence intervals, p-values, t-tests, chi-square tests, and ANOVA methodologies.
- Utilize probability theory, including probability distributions, Bayes' theorem, and random variables, to support comprehensive data analysis.
- Perform regression analysis with linear, logistic, and multivariate models, including thorough model diagnostics and validation.
- Implement sampling methods such as simple random, stratified, and cluster sampling, and determine appropriate sample sizes for studies.
- Execute time series analysis for trend identification, seasonality detection, ARIMA modeling, and accurate forecasting capabilities.
- Partner with business stakeholders to translate complex questions into structured analyses and deliver actionable recommendations.
- Clean, organize, and validate data to ensure accuracy and reliability of all analytical insights and findings.
- Develop comprehensive dashboards and reports and communicate findings clearly through presentations, reports, and visualizations.
Experience Required 3+ years of experience in data analytics, business intelligence, or a similar role with strong foundation in statistical analysis.
Education Bachelor's or Master's degree in Statistics, Mathematics, Data Science, Economics or related field