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Senior Machine Learning Engineer (DevOps/SRE)

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Onsite

Senior Machine Learning Engineer (DevOps/SRE)

Roku

Senior Machine Learning Engineer (DevOps/SRE)

Skills

Google Cloud PlatformPythonJavaKafkaGitLabJenkinsDatadogGrafanaMachine LearningAIScalaAWSPrometheusKubernetesApache AirflowTerraform

4 months ago

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Important information


Contract type:

Permanent

Location:

Austin, TX, USA

Work mode:

Onsite

Published on:

21 October 2026

What they need


  • We are seeking a talented and experienced Senior Software Engineer, MLOps/DevOps to join the Advertising Performance team and play a critical role in supporting and scaling our Machine Learning infrastructure
  • The ideal candidate has a strong background in DevOps/SRE practices, cloud infrastructure management, and MLOps tooling — with a passion for building platforms that accelerate ML experimentation and deployment at internet scale
  • You will partner closely with ML Scientists and Engineers to streamline the end-to-end ML lifecycle across training, evaluation, deployment, and monitoring — on top of a modern, cloud-native stack running on GCP and AWS using Kubernetes, Apache Airflow, Spark, Ray, MLflow, Chronon, etc
  • Lead the design and operation of scalable, production-grade cloud infrastructure for ML workloads across AWS and GCP, including GPU/TPU-based training and inference environments
  • Architect and improve CI/CD systems for ML models and platform services to enable fast, reliable, and safe production releases
  • Own and evolve low-latency infrastructure for real-time model inference, including KV store and vector databases
  • Define and enforce observability standards for ML systems, including model performance monitoring, drift detection, capacity planning, and pipeline health metrics
  • Participate in on-call rotation, leading incident response and root-cause analysis for critical ML training and serving infrastructure
  • Partner with data scientists and ML engineers to improve platform usability, accelerate model iteration, and implement strong MLOps and SRE best practices
  • Champion operational excellence across ML infrastructure through automation, resilience engineering, disaster recovery planning, and continuous improvement

Benefits

  • Medical, wellness and financial benefits

  • Free snacks and access to the company fitness center

  • Unlimited paid time off policy

  • Work from home opportunities

  • BS or MS in Computer Science, Engineering, or a related quantitative field

  • Deep experience with Kubernetes and container orchestration on GCP (GKE) and/or AWS (EKS)

  • Experience building and maintaining CI/CD systems using tools such as Jenkins or GitLab Runner

  • Experience in the Advertising domain is a plus

  • Familiarity with feature engineering platforms such as Chronon and model lifecycle tools such as MLflow

  • 8+ years of experience in DevOps, SRE, or ML infrastructure, including 4+ years supporting large-scale ML or AI systems

  • Strong programming skills in Python and/or Scala or Java for platform automation and tooling

  • Hands-on experience with data and orchestration technologies such as Apache Spark, Apache Flink, Apache Airflow, and Kafka

  • Excellent communication and cross-functional collaboration skills

  • Experience with observability platforms such as Prometheus, Grafana, and Datadog

  • Strong infrastructure-as-code experience with Terraform or similar tooling

  • Expertise with NoSQL or low-latency data stores such as Aerospike or similar technologies

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