Staff DS/ML Engineer, Data Exchange

Intuit
Petah Tikva, Israel

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Posted 1 month ago Permanent Competitive
Staff DS/ML Engineer, Data Exchange
Come join the Intuit team as a Staff Data Science/MLEngineer.

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
Job ID 2024-66968