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Machine Learning Engineer 2
Location(s): Mountain View, California; San Diego, California; New York, New York; Atlanta, GeorgiaCompany Overview
Intuit is the global financial technology platform that powers prosperity for the people and communities we serve. With approximately 100 million customers worldwide using products such as TurboTax, Credit Karma, QuickBooks, and Mailchimp, we believe that everyone should have the opportunity to prosper. We never stop working to find new, innovative ways to make that possible.
Job Overview
In this role, you’ll be embedded inside a vibrant team of data scientists. You’ll be expected to help conceive, code, and deploy data science models at scale using the latest industry tools. Important skills include data wrangling, feature engineering, developing models, and testing metrics. You can expect to...
Qualifications
- Model Prototyping: The ML Engineer would be expected to build prototype models alongside data scientists. This may involve data exploration, high-performance data processing, and machine learning algorithm exploration. The ML engineer will be expected to come up with a rationale for model choice and come up with metrics to properly evaluate models.
- Model Productionalization: Works with data scientists to productionalize prototype models to the point where it can be used by customers at scale. This might involve increasing the amount of data used to train the model, automation of training and prediction, and orchestration of data for continuous prediction. The engineer would be expected to understand the details of the data being used and provide metrics to compare models.
- Model Enhancement: Work on existing codebases to either enhance model prediction performance or to reduce training time. In this use case you will need to understand the specifics of the algorithm implementation in order to enhance it. This enhancement could be exploratory work based off of a performance need or directed work based off of ideas that other data science team members propose.
- Machine Learning Tools: The ML Engineer would build a tool for a specific project, or multiple projects though generally these types of projects are decoupled from any one project. The goal of this type of use case would be to ease a pain point in the data science process. This may involve speeding up training, making a data processing easier, or data management tooling.
Qualifications
- BS, MS, or PhD degree in Computer Science or related field, or equivalent practical experience.
- Knowledgeable with Data Science tools and frameworks (i.e. Python, Scikit, NLTK, Numpy, Pandas, TensorFlow, Keras, R, Spark).
- Basic knowledge of machine learning techniques (i.e. classification, regression, and clustering).
Responsibilities
- Discover data sources, get access to them, import them, clean them up, and make them “machine learning ready”.
- Work with data scientists to create and refine features from the underlying data and build pipelines to train and deploy models.
- Partner with data scientists to understand, implement, refine and design machine learning and other algorithms.
- Run regular A/B tests, gather data, perform statistical analysis, draw conclusions on the impact of your models.
- Work cross functionally with product managers, data scientists and product engineers, and communicate results to peers and leaders.
- Explore new technology shifts in order to determine how they might connect with the customer benefits we wish to deliver.
Intuit provides a competitive compensation package with a strong pay for performance rewards approach. The expected base pay range for this position is 132,000 – 178,500, Bay Area California $136,00 – 184,000, Southern California $122,500 – 165,500 . This position will be eligible for a cash bonus, equity rewards and benefits, in accordance with our applicable plans and programs (see more about our compensation and benefits at Intuit®: Careers | Benefits). Pay offered is based on factors such as job-related knowledge, skills, experience, and work location. To drive ongoing pay equity for employees, Intuit conducts regular comparisons across categories of ethnicity and gender.
![Gleb at work](https://tbcdn.talentbrew.com/company/27595/v1_0/images/job-desc_search-headshot-gleb.jpg)
"When I encounter a technical problem, I feel driven to find a solution that is simple, human, and easy to understand."
![Morag at work](https://tbcdn.talentbrew.com/company/27595/v1_0/images/job-desc_search-headshot-morag.jpg)
"It’s important to always strive for improvement, even if you’re already in a good place."
![Alexandria at work](https://tbcdn.talentbrew.com/company/27595/v1_0/images/job-desc_search-headshot-Alexandria.jpg)
"Our goal at Intuit is to solve challenging financial problems for millions of people. It’s satisfying to design awesome solutions knowing that you’re helping people around the world achieve their dreams of prosperity."
![Emily at work](https://tbcdn.talentbrew.com/company/27595/v1_0/images/job-desc_search-headshot-Emily.jpg)
"One of the things that stands about Intuit is the impact that we have on our customers. Whether it's helping them yearly with their taxes or every day with their finances, it is truly satisfying to know that we’re using our resources and knowledge to power prosperity for millions of people around the world."
![Troy at work](https://tbcdn.talentbrew.com/company/27595/v1_0/images/job-desc_search-headshot-Troy.jpg)
"At Intuit, we have the unique opportunity to empower millions of communities around the world by helping small business owners, individuals, and the self-employed succeed and accomplish their dreams of prosperity. There’s nothing else like it."
![Photo of Natalie](https://tbcdn.talentbrew.com/company/27595/v1_0/images/generic-job.jpg)
"I really felt drawn to Intuit because it's a place where I feel like I can make super meaningful impact on customers’ lives and their day-to-day. Finances are tricky and it’s emotional and stressful, and if I can help lift that burden off of someone, I feel like it’s worth it."
![Conrad at work](https://tbcdn.talentbrew.com/company/27595/v1_0/images/job-desc_search-headshot-Conrad.jpg)
"Working at Intuit is satisfying because our goal is not to get customers to spend as much time on our products. We want to make their financial lives easier whether it's filling out taxes or helping small businesses operate. It's a great combination of experimenting with new technology while also staying close to tangible problems for real people."
![Joylyn at work](https://tbcdn.talentbrew.com/company/27595/v1_0/images/job-desc_search-headshot-Joylyn.jpg)
"Designing at Intuit feels special because we're not just making things to make things. We're tackling real, consequential financial problems voiced by small businesses, self-employed, and individuals around the world. I'm grateful to have such a worthy and motivating mission when I go to work – powering prosperity around the world."
![Conrad at work](https://tbcdn.talentbrew.com/company/27595/v1_0/images/job-desc_search-headshot-Conrad.jpg)
"Working at Intuit is satisfying because our goal is not to get customers to spend as much time on our products. We want to make their financial lives easier whether it's filling out taxes or helping small businesses operate. It's a great combination of experimenting with new technology while also staying close to tangible problems for real people."
![Alexandria at work](https://tbcdn.talentbrew.com/company/27595/v1_0/images/job-desc_search-headshot-Alexandria.jpg)
"Our goal at Intuit is to solve challenging financial problems for millions of people. It’s satisfying to design awesome solutions knowing that you’re helping people around the world achieve their dreams of prosperity."
![Emily at work](https://tbcdn.talentbrew.com/company/27595/v1_0/images/job-desc_search-headshot-Emily.jpg)
"One of the things that stands about Intuit is the impact that we have on our customers. Whether it's helping them yearly with their taxes or every day with their finances, it is truly satisfying to know that we’re using our resources and knowledge to power prosperity for millions of people around the world."
![Troy at work](https://tbcdn.talentbrew.com/company/27595/v1_0/images/job-desc_search-headshot-Troy.jpg)
"At Intuit, we have the unique opportunity to empower millions of communities around the world by helping small business owners, individuals, and the self-employed succeed and accomplish their dreams of prosperity. There’s nothing else like it."
![Photo of Natalie](https://tbcdn.talentbrew.com/company/27595/v1_0/images/generic-job.jpg)
"I really felt drawn to Intuit because it's a place where I feel like I can make super meaningful impact on customers’ lives and their day-to-day. Finances are tricky and it’s emotional and stressful, and if I can help lift that burden off of someone, I feel like it’s worth it."
![Emily at work](https://tbcdn.talentbrew.com/company/27595/v1_0/images/job-desc_search-headshot-Emily.jpg)
"One of the things that stands out about Intuit is the impact that we have on our customers. Whether it's helping them yearly with their taxes or every day with their finances, it is truly satisfying to know that we’re using our resources and knowledge to power prosperity for millions of people around the world."
![Heather at work](https://tbcdn.talentbrew.com/company/27595/v1_0/images/job-desc_search-headshot-Heather.jpg)
"By feeding our customers' data through machine learning algorithms, we uncover valuable insights that empower millions of customers to feel more confident about their financial future."
![Alexandria at work](https://tbcdn.talentbrew.com/company/27595/v1_0/images/job-desc_search-headshot-Alexandria.jpg)
"Our goal at Intuit is to solve challenging financial problems for millions of people. It’s satisfying to design awesome solutions knowing that you’re helping people around the world achieve their dreams of prosperity."
![Troy at work](https://tbcdn.talentbrew.com/company/27595/v1_0/images/job-desc_search-headshot-Troy.jpg)
"At Intuit, we have the unique opportunity to empower millions of communities around the world by helping small business owners, individuals, and the self-employed succeed and accomplish their dreams of prosperity. There’s nothing else like it."
![Jake at work](https://tbcdn.talentbrew.com/company/27595/v1_0/images/job-desc_search-headshot-Jake.jpg)
"We use the latest Native frameworks for iOS and Android to deliver a truly delightful mobile-first experience for our customers. I love that we're enabling millions of customers to improve their financial health, all under a world-class mobile experience."
![Alexandria at work](https://tbcdn.talentbrew.com/company/27595/v1_0/images/job-desc_search-headshot-Alexandria.jpg)
"Our goal at Intuit is to solve challenging financial problems for millions of people. It’s satisfying to design awesome solutions knowing that you’re helping people around the world achieve their dreams of prosperity."
![Emily at work](https://tbcdn.talentbrew.com/company/27595/v1_0/images/job-desc_search-headshot-Emily.jpg)
"One of the things that stands out about Intuit is the impact that we have on our customers. Whether it's helping them yearly with their taxes or every day with their finances, it is truly satisfying to know that we’re using our resources and knowledge to power prosperity for millions of people around the world."
![Breaunna at work](https://tbcdn.talentbrew.com/company/27595/v1_0/images/job-desc_search-headshot-Breaunna.jpg)
"It's a great feeling knowing that when you push out a new feature or fix, our customers notice it and really love the work that we do! Here at Intuit, not only do we have the freedom to work with the newest technologies, but we value solving challenging financial problems for our customers above everything else."
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"One of my favorite aspects of this role is that my work is helping small business owners achieve their business goals by solving complex financial problems. It's gratifying to know that the work that I'm doing directly impacts consumers and makes their lives easier so that they can focus their energy on growing their business."
![Troy at work](https://tbcdn.talentbrew.com/company/27595/v1_0/images/job-desc_search-headshot-Troy.jpg)
"At Intuit, we have the unique opportunity to empower millions of communities around the world by helping small business owners, individuals, and the self-employed succeed and accomplish their dreams of prosperity. There’s nothing else like it."
Hear from our employees
Conrad De Peuter
Senior Data Scientist - Machine Learning Futures Group
Conrad leverages tools like natural language processing and machine learning to help tax analysts and small business owners use TurboTax and QuickBooks more efficiently. For Conrad, Intuit is a great place to learn, grow, and take full ownership of your career path.
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