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Machine Learning Engineer
2 months ago
Carta is a leading platform that empowers individuals to manage equity, build businesses, and invest in the companies of tomorrow. With a strong presence in the market, Carta supports nearly 7,000 funds and SPVs, representing nearly $130B in assets under administration.
Job SummaryWe are seeking a highly skilled Senior Machine Learning Engineer to join our team at Carta. As a key member of our Machine Learning team, you will spend a significant portion of your time partnering with domain experts to analyze and explore Carta's proprietary document repository and data set.
Key Responsibilities- Partner with domain experts to analyze and explore Carta's proprietary document repository and data set.
- Build machine learning models to power new products, automate complex document workflows, and accelerate Carta's business.
- Develop Carta's machine learning infrastructure, including exploratory analyses to understand the dynamics of private markets and ownership from source-of-record documents and systems.
- Develop LLM-powered pipelines to classify complex legal documents and extract key information from these docs to automate onboarding to our suite of products.
- Develop machine learning models to power new financial products and extract trends from performance of existing products.
- Build and deploy containerized prediction services and integrate them with our data pipelines.
- Own, coordinate, and solve complex, cross-functional problems that extend beyond the traditional boundaries of machine learning.
- Strong foundation in statistics and machine learning.
- Proficiency in SQL and Python.
- 5+ years of industry experience solving complex data problems with descriptive and predictive statistical models.
- Experience with large language models (LLMs) and their applications in document intelligence, information extraction, and text classification tasks.
- Strong written and verbal communication skills, with a particular emphasis on data visualization.
- Experience with building simple ETL pipelines (Airflow or similar) to schedule model training / predictions.
You have a strong bias towards simplicity, are excited by 'zero to one' projects, and can efficiently communicate findings to leadership. You are a team player who thrives in a collaborative environment and is passionate about using machine learning to drive business growth.
We are looking for someone who is passionate about using machine learning to drive business growth and is excited about the opportunity to join our team at Carta. If you are a motivated and experienced machine learning engineer looking for a new challenge, we encourage you to apply.
