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Business Data Analyst
互联网、AI·数据
Business data analysts collect and analyze data from internet and AI industries to support business decisions.
Daily work
- 01Extract business data from databases or APIs, clean and organize
- 02Design analysis frameworks to evaluate product features or marketing campaigns
- 03Create weekly/monthly business reports with charts showing key metrics
- 04Communicate with product and operations teams to understand data needs and deliver insights
- 05Build simple dashboards for automated monitoring
- 06Participate in A/B test design, analyze experiment data and provide recommendations
Ability requirements
Hard skills
- SQL (data query and manipulation)
- Excel (advanced functions, pivot tables)
- Python/R (data cleaning, statistical analysis)
- Data visualization tools (Tableau, Power BI, Matplotlib)
- Basic statistics and hypothesis testing
- A/B test design
Soft skills
- Logical thinking and structured analysis
- Cross-departmental communication and collaboration
- Business acumen and problem decomposition
- Result-oriented and execution
- Quick learning of new technologies and business knowledge
Best suited for
Ideal for those who are data-sensitive, enjoy finding patterns in numbers, and can translate analysis into business recommendations.
Less suited for
Not suitable for those who dislike repetitive data processing, prefer creative or unstructured work environments.
Salary (monthly)
Pre-tax estimate, tier-1 cities with social insurance · reference only
Profile
MBTI Fit
Resume examples for this role
Disclaimer: Salary figures on this page are estimated pre-tax monthly pay for positions with social-insurance contributions in China's tier-1 cities; other cities are converted using regional coefficients. Dimension scores and MBTI fit are editorial estimates, provided for reference only, and do not constitute any promise or advice.