What are the responsibilities and job description for the Data Scientist position at SGS Consulting?
JOB DESCRIPTION
The main function of the Data Scientist is to produce innovative solutions driven by exploratory data analysis from complex and high-dimensional datasets.
Typical Day in the Role:
- Testing a new method.
- Back testing a new method for historic marketing campaigns.
- Comparing to existing methods in production.
Required Education: Master’s Degree.
Top 3 Must-Have Hard skills:
- Python experience with Causal Inference models (Impact Measurement)
- Experience with different Difference in Difference (DID) models
- Methodology experience and ability to track it using Python
Good to Have Skills:
- Survey Data Analysis
- AI workflows
Key Project: We have a bunch of measurement products that all teams are using to measure their campaigns.
- Methodological questions - optimize current methods
- Analyzing marketing performance
- Expert to marketing measurements
- Inference in python
Story & Value Proposition: This person will be forefront of marketing measurement research. Work on state-of-the-art measurement methods, marketing tools, and access to experts in the field
How will performance be measured: The person will be able to optimize, improve measurement models - better accuracy, smaller variance, faster performance.
How many rounds of interviews? 2-3 rounds of interviews (30 minutes to 1 hour interview)
1st Round: Project management communication and case studies
2nd Round: Previous work developing model - coding question
3rd Round: Final Discussion (in-case its needed)
[Be prepared with previous work samples]
Salary : $80 - $100