Staff Machine Learning Engineer

Intuit; Knoxville (TN); On-site; USD 202,000 - 274,000; Full time

Benefits offered by this job

Cash bonus

Equity rewards

Comprehensive benefits

Job summary

Intuit is seeking a Staff Machine Learning Engineer to collaborate with AI scientists and engineers in designing, coding, and deploying scalable ML models. You will create data pipelines, train and deploy models, and implement MLOps practices for reliable production systems.

Required are advanced ML knowledge, strong data processing skills, and experience with cloud tech such as AWS/GCP to deliver customer-focused AI experiences.

Qualifications

• Advanced knowledge of ML workflows, model training and deployment.
• Experience building data pipelines and feature stores for production ML systems.
• Strong communication skills to present complex concepts to non-technical stakeholders.

Responsibilities

• Work with AI scientists to create and refine features from data and build pipelines to train and deploy models.
• Build 'machine learning ready' feature pipelines.
• Partner with AI scientists to understand, implement and design ML algorithms.
• Run regular A/B tests, gather data, and draw conclusions on model impact.
• Monitor and maintain production models.
• Collaborate with product managers, AI scientists and engineers and communicate results to leadership.
• Explore new tech shifts and assess customer benefits.

Skills

Data science tools

ML concepts

SQL

Education

BS/MS/PhD in CS or related field

Tools

Python

Scikit-learn

TensorFlow

Keras

NumPy

Pandas

Spark

SQL

Git

Job description

Overview

Come join Intuit as a Staff Machine Learning Engineer!

In this role, you’ll work alongside AI scientists and machine learning engineers to create AI-powered experiences. You’ll be expected to help conceive, code, and deploy models at scale using the latest industry tools. Important skills include creating data pipelines, developing and deploying models, and machine learning operations.

Responsibilities

• Work with AI scientists to create and refine features from the underlying data and build pipelines to train and deploy models.
• Build "machine learning ready" feature pipelines.
• Partner with AI scientists to understand, implement, refine and design machine learning and other algorithms.
• Run regular A/B tests, gather data, and draw conclusions on the impact of your models.
• Monitor and maintain production models.
• Work cross functionally with product managers, AI 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.

Qualifications

• BS, MS, or PhD degree in Computer Science or related field, or equivalent work experience.
• 7+ years of experience
• Knowledgeable with Data Science tools and frameworks (i.e. Python, Scikit, NLTK, Numpy, Pandas, TensorFlow, Keras, R, Spark).
• Knowledge of machine learning techniques (i.e. classification, regression, and clustering).
• Understand machine learning principles (training, validation, etc.)
• Knowledge of data query and data processing tools (i.e. SQL)
• Computer science fundamentals: data structures, algorithms, performance complexity, and implications of computer architecture on software performance (e.g., I/O and memory tuning).
• Software engineering fundamentals: version control systems (i.e. Git, Github) and workflows, and ability to write production-ready code.
• Experience deploying highly scalable software supporting millions or more users
• Experience with integrating applications and platforms with cloud technologies (i.e. AWS and GCP)
• Strong oral and written communication skills. Ability to conduct meetings and make professional presentations, and to explain complex concepts and technical material to non-technical users

Intuit provides a competitive compensation package with a strong pay for performance rewards approach. 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 fair pay for employees, Intuit conducts regular comparisons across categories of ethnicity and gender.

The Expected Base Pay Range For This Position Is

Mountain View $202,500 - $274,000