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Senior Data Scientist
2 months ago
We are seeking a highly skilled Senior Machine Learning Engineer to join our team at Carta, Inc. As a key member of our Machine Learning team, you will play a critical role in developing and deploying cutting-edge machine learning models to power our data products and automation capabilities.
As a Senior Machine Learning Engineer, you will spend a significant portion of your time partnering with domain experts across the company to analyze and explore our proprietary document repository and data set. You will also be responsible for building machine learning models to power new products, automate complex document workflows, and accelerate our business.
Key responsibilities will include:
- Developing and deploying large language models (LLMs) to classify complex legal documents and extract key information from these documents to automate onboarding to our suite of products.
- Building and deploying containerized prediction services and integrating them with our data pipelines.
- Partnering with product managers, engineers, designers, and business teams to incorporate ML-generated estimates and benchmarks into products and user-flows.
- Developing and maintaining our machine learning infrastructure to ensure seamless integration with our data products and automation capabilities.
We are looking for a highly skilled and experienced Senior Machine Learning Engineer with a strong foundation in statistics and machine learning. You should have a strong bias towards simplicity, be excited by "zero to one" projects, and be able to efficiently communicate findings to leadership.
Key qualifications include:
- 5+ years of industry experience solving complex data problems with descriptive and predictive statistical models.
- Proficiency with modern programming languages (Python, R, SQL, etc.) and datastores (Redshift or similar).
- A deep understanding of modern statistical and machine learning models, when to apply them, and how to evaluate their performance.
- 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.
- A collaborative attitude and a helpful personality.
Carta, Inc. is a leading platform that helps people manage equity, build businesses, and invest in the companies of tomorrow. Our mission is to unlock the power of equity ownership for more people in more places.
We are a team of innovators, thinkers, and doers who are passionate about using technology to solve complex problems and make a meaningful impact. If you are a highly skilled and motivated Senior Machine Learning Engineer looking for a challenging and rewarding role, we encourage you to apply.
