Section	Candidate Type	Eligible?	Typical Requirement	Notes
Primary fit	Digital marketing managers	Yes	Runs multi-channel campaigns	Covers paid, organic, and reporting workflows across all major digital channels.
Primary fit	Performance marketers and media buyers	Yes	Manages ad spend and ROAS targets	Direct application to campaign briefs, bid strategy, and creative iteration.
Primary fit	SEO specialists and content strategists	Yes	Owns organic search and content output	SEO-specific track covers keyword clustering, content planning, and technical audits.
Adjacent backgrounds	Growth engineers and product-led growth teams	Yes	Data-driven experimentation skills	Testing and attribution modules apply directly to growth experimentation.
Adjacent backgrounds	E-commerce marketing leads	Yes	Product page and conversion experience	Useful for product copy, category page SEO, and promotional campaigns.
Adjacent backgrounds	Digital agency strategists	Yes	Multi-client campaign management	Scales deliverable production and standardizes client reporting.
Experience level	Early-career digital marketers	Yes	Understands basic channel mechanics	Accelerates learning curve with practical templates from day one.
Experience level	Channel specialists (3–5 years)	Yes	Deep in one or two channels	Expands cross-channel thinking and builds full-funnel execution skills.
Experience level	Heads of digital and marketing directors	Yes	Team and budget accountability	Useful for setting team standards and reviewing AI-assisted output quality.