<div class="content-intro"><h2>The Company You’ll Join</h2>
<p>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.&nbsp;</p>
<p>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.&nbsp;</p>
<p>For more information about our offices and culture, check out our <a href="https://carta.com/careers/">Carta careers page</a>.</p></div><h2><strong>The Problems You'll Solve</strong></h2>
<p>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.&nbsp;</p>
<p>As a Senior Machine Learning Engineer II 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:</p>
<ul>
<li>Perform exploratory analyses to understand the dynamics of private markets and ownership from source-of-record documents and systems.</li>
<li>Develop LLM-powered pipelines to classify complex legal documents and extract key information from these docs to automate onboarding to our suite of products.</li>
<li>Develop machine learning models to power new financial products and to extract trends from performance of existing products.</li>
<li>Build and deploy containerized prediction services and integrate them with our data pipelines.</li>
<li>Partner with product managers, engineers, designers, and business teams to incorporate ML-generated estimates and benchmarks into products and user-flows.</li>
<li>Own, coordinate, and solve complex, cross-functional problems that extend beyond the traditional boundaries of machine learning.</li>
</ul>
<h2><strong>The Team You'll Work With</strong></h2>
<p>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.</p>
<p>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.</p>
<h2><strong>The Impact You'll Have</strong></h2>
<p>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.</p>
<h2><strong>About You</strong></h2>
<p>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:</p>
<ul>
<li>8+ years of industry experience solving complex data problems with descriptive and predictive statistical models</li>
<li>Proficiency with modern programming languages (Python, R, SQL, etc.) and datastores (Redshift or similar)</li>
<li>A deep understanding of modern statistical and machine learning models, when to apply them, and how to evaluate their performance</li>
<li>Experience with large language models (LLMs) and their applications in document intelligence, information extraction, and text classification tasks.</li>
<li>Strong written and verbal communication skills, with a particular emphasis on data visualization</li>
<li>A collaborative attitude and a helpful personality</li>
<li>Experience with containerizing ML models and integrating them into production workflows</li>
<li>Experience with building simple ETL pipelines (Airflow or similar) to schedule model training / predictions</li>
</ul><div class="content-conclusion"><p><span style="font-size: 10pt;">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&nbsp;<a href="https://carta.com/careers/">careers page</a> to get to know us better as you think about your next step at Carta.</span></p>
<h2>Important Security Notice for Candidates</h2>
<p>Our company has been targeted by individuals creating fake domains similar to ours to scam prospects and candidates. <strong>Please note that all official communications from us will come from an @carta.com domain</strong>. 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 <a href="https://consumer.ftc.gov/consumer-alerts/2023/08/scammers-impersonate-well-known-companies-recruit-fake-jobs-linkedin-and-other-job-platforms">the guidelines </a>provided by the Federal Trade Commission (FTC). If you encounter any suspicious activity, please report it immediately to <a href="mailto:recruiting-systems@carta.com">recruiting-systems@carta.com</a>.</p>
<h2>Awards and Acknowledgements</h2>
<p>Companies and funds like Tribe and Pipe build their businesses on Carta. The company has been included on the <a href="https://www.forbes.com/lists/cloud100/?sh=2b8dd7e27d9c">Forbes World’s Best Cloud Companies</a>, <a href="https://www.fastcompany.com/most-innovative-companies/2020">Fast Company's Most Innovative</a> list, and <a href="https://www.inc.com/inc5000/2020">Inc.’s Fastest-Growing Private Companies</a>. We’ve also been recognized as a <a href="https://builtin.com/awards/us/2023/best-places-to-work">2023 Built In Best Place to Work in the U.S.</a>, a <a href="https://www.themuse.com/advice/vibe-awards-2022-vacation-time-off-benefits">Muse VIBE Award winner in the Vacation and Time Off category</a> and certified as a <a href="https://www.greatplacetowork.com/certified-company/7036977">Great Place to Work</a>.</p>
<p><em>Interested in data privacy? Check out our policies on <a href="https://carta.com/privacy/">Privacy</a> and <a href="https://carta.com/privacy/candidate/">CA Candidate Privacy.</a></em></p></div>

## 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 [Carta
careers page](https://carta.com/careers/).

##  **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 II 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:

  * 8+ 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

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 [careers
page](https://carta.com/careers/) 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 [the
guidelines ](https://consumer.ftc.gov/consumer-alerts/2023/08/scammers-
impersonate-well-known-companies-recruit-fake-jobs-linkedin-and-other-job-
platforms)provided by the Federal Trade Commission (FTC). If you encounter any
suspicious activity, please report it immediately to [recruiting-
systems@carta.com](mailto:recruiting-systems@carta.com).

## Awards and Acknowledgements

Companies and funds like Tribe and Pipe build their businesses on Carta. The
company has been included on the [Forbes World’s Best Cloud
Companies](https://www.forbes.com/lists/cloud100/?sh=2b8dd7e27d9c), [Fast
Company's Most Innovative](https://www.fastcompany.com/most-innovative-
companies/2020) list, and [Inc.’s Fastest-Growing Private
Companies](https://www.inc.com/inc5000/2020). We’ve also been recognized as a
[2023 Built In Best Place to Work in the
U.S.](https://builtin.com/awards/us/2023/best-places-to-work), a [Muse VIBE
Award winner in the Vacation and Time Off
category](https://www.themuse.com/advice/vibe-awards-2022-vacation-time-off-
benefits) and certified as a [Great Place to
Work](https://www.greatplacetowork.com/certified-company/7036977).

_Interested in data privacy? Check out our policies
on[Privacy](https://carta.com/privacy/) and [CA Candidate
Privacy.](https://carta.com/privacy/candidate/)_

