Staff ML Infrastructure Engineer - Remote

Overview

Engine is the modern travel platform for booking and managing work trips. It saves businesses time and money through an intuitive travel network that connects to nearly every hotel, airline, and car rental company in the U.S. It offers single invoice billing, the flexibility to modify trips at any time without sunk costs, and a unified view of all company travel and spend. Customers rely on Engine to not only make travel easier to manage, but to make it enjoyable for everyone involved. The company is backed by Telescope Partners, Blackstone, Elefund and Permira. Learn more at www.engine.com.

In Short

• The Pricing team enhances pricing strategies by incorporating ML models.
• The ML Infra Engineer builds and scales low-latency, high-throughput ML model inference.
• Design, deploy, and maintain model-serving infrastructure and APIs.
• Implement caching and circuit breakers for reliability.
• Optimize performance and tackle issues like cold-start and memory management.
• Instrument metrics for observability and scaling.
• Automate CI/CD for model-serving pipelines.
• Work with technologies such as TensorFlow Serving and Docker.
• Contribute to a hybrid work environment.
• Join a mission to transform work travel.

Requirements

• Experience with ML Serving frameworks (e.g., TensorFlow Serving).
• Proficient in Python, gRPC, and REST.
• Skilled in Docker and Kubernetes for orchestration.
• Familiarity with Argo CD and Terraform for infrastructure management.
• Experience with monitoring tools like Datadog and Prometheus.
• Knowledge of CI/CD practices for model pipelines.
• Ability to manage model versions with tools like MLflow.
• Experience in performance optimization techniques.
• Strong problem-solving skills in application engineering.
• Ability to work in a remote or hybrid environment.

Benefits

• Competitive base pay with opportunities for bonuses and equity.
• Comprehensive benefits package.
• Supportive work environments tailored to role needs.
• Flexible work arrangements including remote options.
• Opportunity to impact the future of work travel.
• Access to a culture of innovation and growth.
• Engagement in a mission-driven company.
• Professional development opportunities.
• Collaborative team culture.
• Work-life balance support.