Requirements for Data Analyst :

Requirement 1:

• Collect and analyze large sets of data to identify trends, patterns, and insights.
• Develop and implement data collection systems and strategies to optimize data quality and accuracy.
• Interpret data, analyze results, and provide ongoing reports to support decision-making processes.
• Identify and define new data analysis techniques and methodologies to improve efficiency and effectiveness.
• Collaborate with cross-functional teams to understand business needs and develop data-driven solutions.

Requirement 2:

• Design and maintain databases, data models, and data systems to ensure data integrity and security.
• Develop and automate data processes, including data extraction, transformation, and loading procedures.
• Perform statistical analysis and modeling to forecast future trends and outcomes.
• Create data visualizations and dashboards to present findings and insights to stakeholders.
• Conduct data mining and data cleansing activities to ensure data accuracy and completeness.

Requirement 3:

• Identify and troubleshoot data quality issues and implement solutions to resolve them.
• Stay updated with industry trends and technologies related to data analysis and recommend improvements.
• Collaborate with IT teams to ensure proper data storage, backup, and disaster recovery procedures.
• Maintain documentation of data analysis processes, methodologies, and results.
• Train and educate end-users on data analysis tools and techniques.

Requirement 4:

• Provide support and guidance to other team members in data analysis projects.
• Stay updated with relevant laws and regulations related to data privacy and security.
• Collaborate with data engineers and database administrators to optimize data storage and retrieval.
• Conduct ad-hoc analysis and data exploration to answer specific business questions.
• Continuously monitor and evaluate data analysis processes to identify areas for improvement and implement enhancements.