layiq
/la·yiq/adjective
worthy; deserving; fitting; suitable.
A role, opportunity, or path that merits attention, time, and pursuit.
Loading LAYIQ…
Job opportunity
Data Scientist – Ad Intelligence
Similarweb
Prague
Source: Similarweb careers · View original posting
Employer job description
From Similarweb's posting. “We” and “our” refer to the employer.
The Role
As a Data Scientist on our Ad Intelligence team, you’ll build the models and algorithms that estimate how advertisers spend money and reach audiences across the web.
This role demands a genuine understanding of the business logic behind our numbers, combined with the technical range to solve problems at any scale: sometimes the right answer is a carefully tuned heuristic shipped in a day, sometimes it’s a full ML pipeline that takes weeks to get right. Whichever approach is the right one, you will own the algorithm end-to-end.
What You’ll Do
- Build a deep understanding of the business logic behind our metrics, and encode it into model assumptions, features, and validation rules.
- Design, build, and sometimes productionize models that estimate ad intelligence metrics.
- Apply modern ML techniques where they earn their complexity; and use simpler heuristics where they don’t.
- Own tasks end-to-end: from exploration and proof of concept through a full research cycle including careful model selection and evaluation. In some cases you will also create the production implementation in collaboration with engineers.