Clear communication (turning data into simple, actionable recommendations)
Project management and process design (building repeatable workflows)
Stakeholder management (working with marketing, sales, finance, and data teams)
Marketing performance measurement and KPI design
Dashboarding and reporting (e.g., Looker, Tableau, Power BI, or CRM dashboards)
Spreadsheet and analysis skills (Excel/Google Sheets; comfort with large datasets)
Marketing automation and CRM fundamentals (e.g., HubSpot/Marketo/Pardot + Salesforce)
Attribution and funnel analysis (understanding the buyer journey and conversion points)
Data hygiene and tracking basics (UTMs, naming conventions, web tracking)
Experimentation and optimization (A/B testing, segmentation, lifecycle/nurture improvements)