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Operations Data Specialist
互联网、AI·数据
Responsible for collecting, processing, and analyzing operational data in the internet and AI industry to provide data support and optimization suggestions for business decisions.
Daily work
- 01Extract operational data such as user behavior and product usage from databases or platforms
- 02Clean, organize data and build visual dashboards
- 03Use Python/SQL for data mining to identify anomalies and growth opportunities
- 04Write data analysis reports and provide improvement suggestions to product and operations teams
- 05Monitor key operational metrics and set up alert mechanisms
- 06Participate in A/B test design and evaluate experiment results
Ability requirements
Hard skills
- SQL (data query and extraction)
- Python/R (data processing and analysis)
- Excel (advanced functions, pivot tables)
- Data visualization (Tableau/Power BI)
- Statistical basics (hypothesis testing, regression analysis)
Soft skills
- Logical thinking and analytical skills
- Problem decomposition and solving abilities
- Cross-department communication and collaboration
- Self-motivation and continuous learning
- Attention to detail and patience
Best suited for
Rational thinkers who enjoy working with data, attention to detail, clear logic, and can extract valuable insights from massive information.
Less suited for
People who dislike tedious data cleaning, lack patience, are not good at numerical analysis or communication.
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.