EDO is looking to solve the problem of measuring the effect of television and streaming ads on consumer behaviors, primarily consumers' online search and website visits.
Requirements
- 5+ years professional experience doing hands-on analysis
- Experience measuring TV advertisement effects
- SQL: Complex joins, aggregations, window functions
- Python: Pandas, Jupyter Notebooks, plotting data in intuitive visualizations, functional programming, limited object oriented programming
- Mathematical Intuition and Competencies: Statistics, Probability, Regression Analysis, Linear Algebra, Signal Processing and Data Filtering
Responsibilities
- Monitor EDO's modeling outputs, benchmarking them against a variety of priors for absolute values, ranges, and distributions, with an emphasis on identifying outliers
- Identify the effects of specific modeling steps and transformations in the pipeline to determine if they are acting as expected
- Evaluate prediction sets, implementing data transformations as needed to harmonize predictions with natural intuition and previous benchmarks
- Fully ingest client expectations, priors, and requests, and help the team build toward these
- Work on a small team and take ownership of high impact projects
Other
- Interpersonal and communication skills to work effectively on a distributed team
- Flexible Time Off
- Medical, dental and vision coverage, deeply discounted by EDO
- 401(k) plan, FSA, HSA
- Commuter Benefits
