Data Scientist
Profound · San Francisco, CA · 2 mo ago
Engineering$140k–$260k/yrFull-time
What You’ll Do
- Develop and refine predictive models to analyze and forecast AI-driven search behavior
- Design sampling and data classification techniques to improve AI-driven brand insights
- Leverage LLMs and NLP to extract meaningful insights from unstructured text data
- Work with large datasets, ensuring efficiency in querying, cleaning, and classification
- Design and conduct A/B tests or other experimentation frameworks to measure impact
- Collaborate with the founding team to turn complex data insights into actionable business strategies
Who You Are
- 3 or more years of advanced analytics experience in technology, marketing, or advertising
- Proficient in Python, R, and SQL, with hands-on experience querying and analyzing large datasets
- Expertise in data sampling techniques, including stratified sampling, bootstrapping, and extrapolation
- Strong background in predictive modeling and applying machine learning techniques to estimate event frequency
- Deep understanding of large language models, their limitations, and real-world applications
- Passionate about staying on top of AI research, especially in multi-modal AI and LLM advancements
- Comfortable in a fast-moving, high-performance startup environment