2027 Fresh Grad Hire - Business Data Analyst
Core
Define and optimize business metrics and KPI frameworks, analyze business performance drivers, and provide data-driven insights to inform business strategies.
Role type
Business Data Analyst
Builds
Business metrics frameworks, performance monitoring mechanisms, and strategic insights
Domain
Internet business analysis / Corporate strategy / Financial markets
Deliverable
dashboards & analysis
Required skills
Data modeling, Data mining, SQL, Python, Excel, Business acumen, Systematic thinking, Logical reasoning, Research skills, Writing
Preferred skills
Experience in consulting, securities research, or investment institutions, Familiarity with AI tools (Cursor, Claude Code, Workbuddy), Practical investment experience in HK/US equities and derivatives
Technologies
SQL, Python, Excel, Cursor, Claude Code, Workbuddy
Responsibilities
Collaborate with business teams to define and break down key business objectives, Design and optimize core business metrics and KPI frameworks, Conduct in-depth analyses of user growth, product performance, revenue growth, and cost optimization, Identify growth opportunities and bottlenecks using user behavior and business performance data, Recommend improvements based on diagnosed business issues
Seniority
Entry-level (Fresh Grad)
