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Staff AI/ML Engineer, Data Exchange

Category Software Engineering Location Petah Tikva, Israel Job ID 2024-66968
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Company 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

Come join the Intuit team as a Staff Machine Learning Engineer.

Our Data Exchange group is responsible for acquiring millions of transactions and statements a day to satisfy our customer’s needs in all Intuit products. 

You will utilize your skills to help develop and maintain machine learning models, using both analytical algorithms and deep learning approaches, that will be leveraged by critical backend systems of Intuit’s Data Acquisition Platform. 

In this role, you will:

  • Lead and apply best practices in ML Project lifecycle management: scoping, data preparation, deployment, and monitoring
  • Collaborate with multiple teams at Intuit and contribute to components in different business units. We love engineers who lead the change, communicate with customers, and deliver the most beautiful and intuitive applications
  • Be expected to help architect, integrate,  optimize, deploy, and code data pipelines and ML models at scale using the latest industry tools and techniques

#LI-Hybrid

Responsibilities

  • Design and build systems, which improve machine learning scalability, usability, and performance
  • Own end-to-end model development lifecycle, including defining problems, featurization in distributed process systems, model exploration, and development, deployment, and model performance monitoring
  • Collaborate with stakeholders to define success criteria and align model metrics with business goals
  • Work side-by-side with product managers, business analytics, data scientists, and backend engineers in enabling AI solutions for business use cases
  • Explore the state-of-the-art technologies and apply them to deliver customer benefits.
  • Roughly 50% hands-on coding

Qualifications

  • 6+ years industry experience bringing AI models from modeling to production
  • Experience in modern, advanced analytical tools and programming 
  • Expertise and experience in data mining algorithms and statistical modeling techniques such as classification, regression, clustering, anomaly detection, and text mining
  • Strong understanding of the Software design and architecture process
  • Experienced with working in cloud production-grade high-scale microservices environment
  • Languages such as Python, Java, or Scala
  • Expertise with Spark for data manipulation and featurization
  • Efficient in SQL, Hive, or SparkSQL
  • Comfortable in Linux environment
  • Familiar with backend services: K8S, Spring Boot, Vert.x, Docker
  • Excellent oral and written English communication skills: demonstrated ability to explain complex technical issues to both technical and non-technical audiences 
  • BS, MS, or PhD in an appropriate technology field (Computer Science, Statistics, Applied Math, Operations Research), or equivalent work experience
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Career Path

Mobility plays an important role for our engineering community. In addition to vertical growth, our teams offer lateral growth opportunities. Whether it’s working on a different tech stack or product, Intuit will help you get to the next step in your career.

  • Software Engineer 1 & 2
  • Sr. Software Engineer
  • Staff Software Engineer
  • Sr. Staff Software Engineer
  • Principal Software Engineer
  • Distinguished Software Engineer

There's so much flexibility in terms of moving not just between teams, but between roles.

Lucy Shen Developer Advocate

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