Senior Machine Learning Platform Engineer
Guidewire SoftwareBase Salary
$160k - $271k/yr
Responsibilities
- Architect and guide a scalable, secure ML platform supporting the full machine learning lifecycle.
- Implement infrastructure for model training, hyperparameter tuning, experiment tracking, and model registries.
- Orchestrate ML workflows using Kubeflow, SageMaker, MLflow, or similar tools.
- Establish best practices for ML reproducibility, governance, monitoring, and CI/CD.
- Partner with Data Engineers to build robust data pipelines for model-ready datasets.
- Optimize ML workload performance across cloud-native compute and storage layers.
- Lead technical discussions, mentor junior engineers, and influence the ML platform roadmap.
- Support compliance with security, privacy, and regulatory requirements throughout the ML lifecycle.
Requirements
- Bachelor’s or master’s degree in Computer Science, Engineering, or a related field.
- 10+ years of software engineering experience, including 5+ years working on ML platforms or infrastructure.
- Expertise building large-scale distributed systems and microservices.
- Strong programming skills in Python, Go, or Java.
- Experience with Docker and Kubernetes for containerization and orchestration.
- Advanced experience with MLOps tools such as MLflow, Kubeflow, SageMaker, Vertex AI, or Databricks.
- Experience with AWS, GCP, or Azure.
- Experience with statistical learning algorithms including GLM, XGBoost, and Random Forest, plus deep learning techniques including neural networks and transformers.
- Preferred experience with real-time model inference, streaming ML pipelines, model governance, reproducibility, monitoring, drift detection, feature stores, workflow tools, and regulatory considerations.
- Preferred experience with Kafka, Flink, Spark Structured Streaming, TeamCity, and Terraform.
- Insurance, banking, or finance industry experience is preferred.
Benefits
- Flexible and hybrid work environment with a new in-person orientation process for all roles.
- Health, dental, vision, and wellness benefits.
- Paid time off, including volunteer time off.
- Market-competitive pay and incentive programs, with some roles eligible for bonuses, commissions, or long-term incentive awards.
- Company-sponsored retirement plan for eligible employees.
- Continual development and internal career growth opportunities.
Tech Stack
Categories
About Guidewire Software
Guidewire is the platform P&C insurers trust to engage, innovate, and grow efficiently. More than 570 insurers in 43 countries, from new ventures to the largest and most complex in the world, rely on Guidewire products. With core systems leveraging data and analytics, digital, and artificial intelligence, Guidewire defines cloud platform excellence for P&C insurers. We are proud of our unparalleled implementation record, with 1,700+ successful projects supported by the industry’s largest R&D team and SI partner ecosystem. Our marketplace represents the largest partner community in P&C, where customers can access hundreds of applications to accelerate integration, localization, and innovation. For more information, please visit https://www.guidewire.com/.