History and scholarship
Claude Hopkins's Scientific Advertising (1923) urged testing ads with coupons. Edelman et al. (2007, AER) and Varian (2007) analysed search-ad auctions. Lewis and Rao (2015, QJE) showed how hard ad returns are to measure, Blake et al. (2015, Econometrica) found brand search ads' effect overstated, and Gordon et al. (2019) documented bias in observational methods, making A/B testing (Kohavi et al., 2020) central.
What the job involves
Running search, social and display ads, bidding, creative tests, and analysing CTR, CVR, CPA and ROAS. Attribution has limits, so experiment design matters. Scope and required skills vary by company and industry; check actual job postings and NCS job descriptions.
Hiring and careers
Agencies and in-house teams hire. ADsP or SQLD can support applications.
FAQ
- Can I apply without ad experience?
- Small tests and analysis portfolios help.
- Is ROAS enough?
- Research stresses incrementality.
Sources reviewed: 2026-10-26
References
- Hopkins, C. C. (1923). Scientific Advertising. Lord & Thomas.
- Edelman, B., Ostrovsky, M., & Schwarz, M. (2007). Internet advertising and the generalized second-price auction. American Economic Review, 97(1), 242–259.
- Varian, H. R. (2007). Position auctions. International Journal of Industrial Organization, 25(6), 1163–1178.
- Lewis, R. A., & Rao, J. M. (2015). The unfavorable economics of measuring the returns to advertising. Quarterly Journal of Economics, 130(4), 1941–1973.
- Blake, T., Nosko, C., & Tadelis, S. (2015). Consumer heterogeneity and paid search effectiveness: A large-scale field experiment. Econometrica, 83(1), 155–174.
- Gordon, B. R., Zettelmeyer, F., Bhargava, N., & Chapsky, D. (2019). A comparison of approaches to advertising measurement: Evidence from big field experiments at Facebook. Marketing Science, 38(2), 193–225.
- Kohavi, R., Tang, D., & Xu, Y. (2020). Trustworthy Online Controlled Experiments. Cambridge University Press.
- 국가직무능력표준(NCS). https://www.ncs.go.kr
- 고용24 직업정보(고용노동부·한국고용정보원). https://www.work24.go.kr
