Machine Learning Engineer, MLOps Engineer (Remote) at Expedia

New Orleans, Louisiana, United States

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Not SpecifiedCompensation

Junior (1 to 2 years)Experience Level

Full TimeJob Type

UnknownVisa

Healthcare, Data and TechnologyIndustries

Requirements

Bachelor's degree in Computer Science, Engineering, Data Science, or a related field
3+ years' experience in MLOps, DevOps, or ML engineering roles
3+ years' experience with AWS services for ML (e.g., SageMaker, Lambda, Step Functions, S3, ECR, CloudWatch)
Proficiency with containerization and orchestration tools (Docker, Kubernetes/EKS)
3+ years' experience with ML lifecycle tools such as MLflow, TensorFlow Serving, or Kubeflow and with CI/CD pipelines, infrastructure as code (e.g., Terraform, CloudFormation), and monitoring/logging tools
Experience in the healthcare domain, especially with claims or EHR data, and familiarity with standards like ICD and CPT
Exposure to NLP, Bayesian modeling, or real-time ML systems
Familiarity with Agile development methodologies
AWS certifications (e.g., Machine Learning Specialty, DevOps Engineer)

Responsibilities

Develop scalable MLOps pipelines for model training, validation, deployment, and monitoring using AWS services
Implement infrastructure as code and CI/CD workflows to support rapid experimentation and reliable production releases
Collaborate with data scientists to productionize ML models and ensure reproducibility, versioning, and traceability
Monitor model performance and data drift in production environments, and implement automated retraining and alerting mechanisms
Improve ML workflows using tools such as SageMaker, Airflow, Docker, Kubernetes (EKS), and Step Functions
Ensure compliance with healthcare data standards and security best practices (e.g., HIPAA)

Skills

Key technologies and capabilities for this role

Machine LearningMLOpsAWSCI/CDModel DeploymentModel MonitoringAutomationData DriftReproducibilityVersioning

Questions & Answers

Common questions about this position

Is this Machine Learning Engineer position remote?

Yes, this is a fully remote position.

What are the key required skills and experience for this MLOps Engineer role?

The role requires a Bachelor's degree in Computer Science or related field, 3+ years in MLOps/DevOps/ML engineering, 3+ years with AWS ML services like SageMaker, proficiency in Docker and Kubernetes/EKS, and experience with ML lifecycle tools, CI/CD, and infrastructure as code.

What is the salary or compensation for this position?

This information is not specified in the job description.

What teams will I collaborate with in this role?

You will collaborate with data scientists, software engineers, and product teams to bring ML products from prototype to production.

What makes a strong candidate for this MLOps Engineer position?

Strong candidates have healthcare domain experience especially with claims or EHR data, familiarity with ICD/CPT standards, exposure to NLP or Bayesian modeling, and Agile methodologies, in addition to the core technical requirements.

Expedia

Travel booking platform for flights, hotels, rentals

About Expedia

Expedia Group operates in the travel industry, offering a wide range of services for travelers and travel-related businesses. It connects users with options for flights, hotels, car rentals, vacation packages, and activities through its various brands, including Expedia, Hotels.com, and Vrbo. Travelers can easily find and book trips that match their preferences and budgets. The company earns revenue primarily through commissions on bookings and advertising from travel service providers looking to promote their offerings. Additionally, Expedia Group supports its partners by providing access to valuable data and technology, helping them improve their operations and grow their businesses. The goal of Expedia Group is to create a seamless travel experience for users while maximizing the potential of its partners.

Bellevue, WashingtonHeadquarters

1996Year Founded

$3,277.3MTotal Funding

IPOCompany Stage

Consumer Goods, EntertainmentIndustries

10,001+Employees

Benefits

Competitive Paid Time Off

Travel Discounts

Healthcare Flexible Spending Accounts

Employee Assistance Program

Wellness & Travel Reimbursement

Workplace Accomodations

Medical, Dental, & Vision Insurance

Matching Gifts

New Parental Benefits

Risks

Riyadh Air's entry could increase competition, affecting Expedia's market share.

CFO transition may lead to strategic shifts impacting financial management and investor confidence.

Expedia's partnerships may strain resources, affecting service quality if not managed well.

Differentiation

Expedia offers a comprehensive suite of travel services under one platform.

The company leverages a diverse portfolio of brands like Hotels.com and Vrbo.

Expedia provides partners with valuable data and technology to optimize their offerings.

Upsides

Expedia can capitalize on the rise of 'workcations' with longer stay packages.

The trend of 'bleisure' travel offers opportunities for specialized leisure-business packages.

Increased demand for personalized travel experiences can enhance user engagement for Expedia.

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