What It's Like to Be a Data Scientist at Carta
Data Scientists at Carta are using data to build a more transparent and efficient private market. You'll be working with a rich dataset of equity and ownership information to build models that power everything from valuations to compensation benchmarks. The data science team at Carta is a mix of machine learning engineers, data analysts, and research scientists who are passionate about using data to solve complex problems. You'll have the opportunity to work on a wide range of projects, from building predictive models to conducting in-depth research on the private markets.
Salary & Compensation
Carta offers competitive salaries for its Data Scientists, with a strong emphasis on equity.
| Level | Base Salary | Total Comp (incl. equity) |
|---|---|---|
| Mid-Level | $140K–$170K | $175K–$220K |
| Senior | $170K–$200K | $220K–$253K+ |
Interview Process
The interview process for a Data Scientist at Carta typically involves:
- Recruiter Screen — A 30-minute call to discuss your background and interest in the role.
- Technical Screen — A technical interview with a data scientist, covering topics like SQL, Python, and machine learning.
- Take-Home Challenge — A data analysis project to assess your technical skills.
- Onsite/Virtual Loop — A series of interviews with data scientists, engineers, and product managers.
- Final Interview — A final conversation with a senior leader in the data science organization.
How to Stand Out
- Have a strong foundation in statistics and machine learning: Carta is looking for data scientists with a deep understanding of statistical modeling and machine learning techniques.
- Be a creative problem-solver: The problems that Carta is solving are often novel and require creative solutions.
- Show your passion for data and finance: A genuine interest in both data and finance will help you succeed in this role.
- Be a strong communicator: You'll need to be able to communicate your findings to both technical and non-technical audiences.
- Think about the business impact of your work: Carta is a business-focused company, so it's important to be able to connect your work to the company's bottom line.