Here''s a professional Job Description (JD) for a Data Analyst with 5–8 years of experience.

Job Title: Data Analyst

Experience: 5–8 Years

Location: [Location]

Employment Type: Full-Time

Job Summary

We are looking for an experienced Data Analyst with 5–8 years of experience who can transform complex data into meaningful insights to support business decision-making. The ideal candidate should have strong analytical skills, hands-on experience with SQL, Excel, BI tools, and data visualization, along with the ability to work with cross-functional teams.

Key Responsibilities

• Collect, analyze, and interpret large datasets from multiple sources.
• Develop dashboards, reports, and visualizations using Power BI, Tableau, or similar BI tools.
• Write complex SQL queries to extract, manipulate, and validate data.
• Perform data cleaning, transformation, and validation to ensure data quality.
• Analyze business trends, customer behavior, and operational performance.
• Generate actionable insights and present findings to business stakeholders.
• Work closely with business teams to understand reporting requirements.
• Create automated reports and improve reporting efficiency.
• Monitor KPIs and identify opportunities for business improvement.
• Collaborate with Data Engineers and Data Scientists on data initiatives.
• Ensure data governance, consistency, and accuracy across reporting systems.
• Document analytical processes, reports, and data definitions.

Required Skills

Technical Skills

• Strong proficiency in SQL
• Advanced Microsoft Excel (Pivot Tables, Power Query, VLOOKUP/XLOOKUP, Macros)
• Power BI or Tableau
• Python (Pandas, NumPy, Matplotlib, Seaborn) or R
• Data Modeling
• Data Cleaning & Data Validation
• ETL Concepts
• Statistics and Data Analysis
• Experience with relational databases (SQL Server, MySQL, PostgreSQL, Oracle)

Good to Have

• Azure Data Factory / AWS / Google Cloud Platform
• Snowflake
• Databricks
• BigQuery
• Apache Spark
• Knowledge of Machine Learning fundamentals
• Experience with APIs and data integration

Qualifications

• Bachelor''s or Master''s degree in Computer Science, Information Technology, Statistics, Mathematics, Data Science, or a related field.
• 5–8 years of experience in Data Analysis or Business Intelligence.

Required Experience

• Strong experience in SQL query writing and optimization.
• Hands-on experience with Power BI or Tableau dashboard development.
• Experience in data visualization and storytelling.
• Experience working with large datasets.
• Knowledge of statistical analysis techniques.
• Experience working in Agile/Scrum environments.
• Strong problem-solving and analytical skills.

Soft Skills

• Excellent communication and presentation skills.
• Strong analytical and critical thinking abilities.
• Attention to detail.
• Ability to manage multiple projects simultaneously.
• Stakeholder management skills.
• Team collaboration and mentoring abilities.

Preferred Certifications

• Microsoft Certified: Power BI Data Analyst Associate
• Google Data Analytics Professional Certificate
• Tableau Certified Data Analyst
• Microsoft Azure Data Fundamentals
• AWS Certified Data Analytics (Preferred)