1 day ago
Palo Alto, CA, USAEntry Level
Base Salary
$90k - $185k/yr
Responsibilities
- Implement, test, and maintain machine learning models for fraud detection and risk assessment.
- Support feature engineering, data validation, and model experimentation under senior-engineer guidance.
- Assist with deploying models into production through established MLOps pipelines and tooling.
- Build reliable training and inference datasets from structured and semi-structured data.
- Contribute to batch and near-real-time ML pipelines for fraud scoring and decisioning.
- Monitor data quality, model performance, and system reliability.
- Write clean, tested, and maintainable Python and/or Java code.
- Participate in code reviews, design discussions, and post-incident reviews.
- Collaborate with data scientists, product managers, and senior ML engineers while developing production ML expertise.
Requirements
- Bachelor’s degree in Computer Science, Machine Learning, Statistics, Mathematics, or a related field.
- 1–3 years of hands-on experience building or supporting ML models or data pipelines; internships count.
- Proficiency in Python and familiarity with ML libraries such as scikit-learn, PyTorch, or TensorFlow.
- Basic understanding of machine learning model training, evaluation, and deployment concepts.
- Strong problem-solving skills and eagerness to learn production ML systems.
- Preferred: exposure to fraud detection, risk modeling, or anomaly detection.
- Preferred: familiarity with SQL and large-scale data platforms such as Spark or Snowflake.
- Preferred: experience with AWS or Azure, or containerized environments.
- Preferred: interest in responsible AI, model monitoring, and explainability.
Benefits
- Personalized development programs, mentorship, and certification assistance.
- Competitive pay, benefits, and flexibility to support employee well-being and future goals.
Categories
About GEICO
GEICO sells auto and other personal lines insurance to U.S. consumers through a primarily direct-to-consumer model via web, mobile, and phone, with some local agents. Its products include car, motorcycle, RV, boat, homeowners, renters, condo, umbrella, and commercial auto coverage, plus roadside assistance. Founded in 1936 and headquartered in Bethesda, Maryland, GEICO is a subsidiary of Berkshire Hathaway and is among the largest auto insurers in the United States.