The Company You’ll Join
Carta is a 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.
Carta is trusted by more than 40,000 companies and over two million people in nearly 160 countries to manage cap tables, compensation, and valuations.
Carta also supports nearly 7,000 funds and SPVs, and represents nearly $130B in assets under administration. Carta's tender offer solutions have returned $14B to shareholders in secondary transactions.
Today, Carta’s platform manages nearly three trillion dollars in equity globally.
For more information about our offices and culture, check out our .
The Problems You'll Solve
At Carta, our employees set out on a mission to unlock the power of equity ownership for more people in more places. We believe that the problems we solve today unlock the opportunities of tomorrow.
As a Senior Machine Learning Engineer at Carta, you'll spend a third of your time partnering with domain experts across the company to analyze and explore Carta's proprietary document repository and data set.
Another third will be dedicated to building machine learning models to power new products, automate complex document workflows, and accelerate Carta's business.
The remaining third will involve developing Carta's machine learning infrastructure. Example responsibilities will include :
- Perform 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 to extract trends from performance of existing products.
- Build and deploy containerized prediction services and integrate them with our data pipelines.
- Partner with product managers, engineers, designers, and business teams to incorporate ML-generated estimates and benchmarks into products and user-flows.
- Own, coordinate, and solve complex, cross-functional problems that extend beyond the traditional boundaries of machine learning.
The Team You'll Work With
At Carta, our Machine Learning team is on a mission to power data products and automation through cutting-edge techniques.
We work closely with Carta's core business units and product teams to develop estimation-based data products and large language model (LLM)-powered document intelligence capabilities.
This role is foundational to our team, where you'll work with one of the world's most valuable datasets and document repositories.
Our models directly enable revenue growth and operational efficiency for the company.
Our team consists of specialized Machine Learning scientists and engineers, collaborating with product analytics and data engineering experts.
We foster a culture of partnership, working closely with teams across Carta to solve impactful problems. We strongly believe that being helpful accelerates results, and we support one another to achieve success at Carta.
The Impact You'll Have
You will own significant projects that directly align with the company's strategic initiatives in document intelligence, data products, and data quality.
Your contributions will empower leaders across the organization to deliver innovative products, optimize operational efficiency, and make well-informed product decisions.
Additionally, you will have the opportunity to develop foundational infrastructure for our team and establish best practices for integrating our machine learning models into production environments.
Your work will not only impact Carta's current machine learning capabilities but also pave the way for future engineers, enabling them to build upon your efforts seamlessly.
About You
Candidates must have a strong foundation in statistics and machine learning, be proficient in SQL and Python, and have an analytical mindset.
You have a strong bias towards simplicity, are excited by zero to one projects, and can efficiently communicate findings to leadership.
Example traits that we value :
- 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
- Experience with containerizing ML models and integrating them into production workflows
- Experience with building simple ETL pipelines (Airflow or similar) to schedule model training / predictions
Salary
Carta’s compensation package includes a market competitive salary, equity for all full time roles, exceptional benefits, and, for applicable roles, commissions plans.
Our minimum cash compensation (salary + commission if applicable) range for this role is :
$181,900 - $214,000 in San Francisco, CA; Santa Clara, CA
Final offers may vary from the amount listed based on geography, candidate experience and expertise, and other factors.
We are an equal opportunity employer and are committed to providing a positive interview experience for every candidate.
If accommodations due to a disability or medical condition are needed, please connect with the recruiter via email. As a company, we value fairness, helpfulness, transparency, leadership and build our teams around these values.
Check out our to get to know us better as you think about your next step at Carta.
Important Security Notice for Candidates
Our company has been targeted by individuals creating fake domains similar to ours to scam prospects and candidates. Please note that all official communications from us will come from an @carta.
com domain . Be cautious of any requests for sensitive information or payments outside of our official channels. For more information about this type of scam, please review provided by the Federal Trade Commission (FTC).
If you encounter any suspicious activity, please report it immediately to .
Awards and Acknowledgements
Companies and funds like Tribe and Pipe build their businesses on Carta. The company has been included on the , list, and .
We’ve also been recognized as a , a and certified as a .
Interested in data privacy? Check out our policies on and
Senior Machine Learning Engineer
Our Machine Learning Engineers will define how machine learning is applied to the vast amounts of data collected from our labor marketplaceto generate business value for Shiftsmart. Machine learning expert: 5+ years of machine learning and software engineering experience, including the end-to-end, g...
Senior Machine Learning Software Engineer, Search
You will work within the Machine Learning Team to design, code, train, test, deploy and iterate on large scale machine learning systems. As a Senior Machine Leaning Engineer focused on search quality, you will play a crucial role in developing and enhancing our search capabilities to provide users w...
Senior Machine Learning Platform Engineer
Faire is searching for a top-notch senior engineer to lead design and execution as we continue to build our machine learning platform that will power our wholesale marketplace. Strong understanding of engineering and infrastructure best practices, general software development principles with a machi...
Senior Machine Learning Engineer I
As a Senior Machine Learning Engineer at Carta, you'll spend a third of your time partnering with domain experts across the company to analyze and explore Carta's proprietary document repository and data set. Our team consists of specialized Machine Learning scientists and engineers, collaborating w...
Senior Machine Learning Engineer
As a Senior Machine Learning Engineer, you will play an instrumental role in advancing our core machine learning solution and infrastructure. Collaborate with data engineers and platform engineers on advancing our ML platform to continuously improve Movable Ink's ML development experience. Solid und...
Staff Machine Learning Engineer, Positioning
Experience employing a variety of machine learning techniques. We work closely with data scientists, local operators who know their city block-by-block and engineering teams across the stack. Join as a Staff ML Engineer to tackle this complex and multi-faceted problem as well as a variety of other M...
Machine Learning Engineer II
We're looking for mid level machine learning engineers who have a strong foundational understanding of ML concepts to join our team. You will collaborate with Staff Machine Learning Engineers and Product Managers to influence features and projects . Machine learning is at the heart of this effort an...
Machine Learning Engineer II
Machine Learning Engineer, demonstrating a strong track record in designing, implementing, and optimizing machine learning models for real-world applications, leveraging frameworks such as TensorFlow or PyTorch. We are looking for an engineer to bring our Machine Learning and Artificial Intelligence...
Staff Data Scientist / Machine Learning Engineer - Search, Personalization, Ads
Our experienced data scientists and machine learning engineers are developing solutions related to discovery, ranking, search, recommendations, ads, logistics, underwriting, and more - all with the goal of helping local retail thrive. Our team already includes experienced Data Scientists and Machine...
Machine Learning (ML) Engineer
As a Machine Learning Operations Engineer, you will take a hands-on role in delivering advisory services to high growth organizations with a diverse team consisting of data scientists, data architects, software developers, information designers, and business/industry leaders. Minimum Bachelor degree...