Staff Machine Learning Engineer – Document Intelligence

GEICO

Staff Machine Learning Engineer at GEICO overseeing advanced machine learning model development and mentorship of junior engineers in a hybrid work environment.

Posted 5/27/2026full-timePalo Alto • California • 🇺🇸 United StatesLead💰 $130,000 - $260,000 per yearWebsite

Tech Stack

Tools & technologies

AWSAzureCloudKubernetesPythonPyTorchScikit-LearnSparkSQLTensorflow

About the role

Key responsibilities & impact

Design and implement machine learning models & components that solve real-world business problems
Write production-grade code for ML models as services and APIs
Collaborate with cross-functional teams to integrate machine learning models into production systems
Build and maintain scalable data processing workflows and model deployment infrastructure
Debug and resolve model performance issues, track relevant metrics
Lead the design and implementation of complex machine learning models

Requirements

What you’ll need

B.Sc. in Machine Learning, Computer Science, Statistics, Mathematics, or related quantitative field
6+ year of experience applying machine learning techniques
6+ years of experience with SQL, Spark, and scripting languages like Python
6+ years of experience with machine learning frameworks such as TensorFlow, PyTorch, and Scikit-learn
4+ years of experience working with cloud platforms like AWS, Microsoft Azure, Databricks, and Kubernetes
4+ years of experience applying machine learning techniques in a production environment for business solutions

Benefits

Comp & perks

Health insurance
Comprehensive Total Rewards program
401K savings plan with 6% match
Performance and recognition-based incentives
Tuition assistance
Mental healthcare
Fertility and adoption assistance
Flexible work arrangements
GEICO Flex program allowing remote work for up to four weeks per year

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills & Tools

machine learningproduction-grade codedata processing workflowsmodel deploymentdebuggingSQLSparkPythonTensorFlowPyTorch

Soft Skills

collaborationleadership

Certifications

B.Sc. in Machine LearningB.Sc. in Computer ScienceB.Sc. in StatisticsB.Sc. in Mathematics