10 hours ago
Dublin, IrelandSenior
Responsibilities
- Deploy and productionize machine learning models using Databricks and MLFlow.
- Build scalable batch and real-time model serving solutions.
- Design and maintain automated build, test, validation, and deployment pipelines for ML artifacts.
- Develop reliable feature engineering and feature serving pipelines for training and inference consistency.
- Manage model registration, versioning, publishing, promotion, retraining, redeployment, and retirement.
- Implement monitoring, logging, alerting, and operational practices for production ML systems.
- Investigate and resolve model performance, deployment, infrastructure, and operational workflow issues.
- Collaborate with data scientists, data engineers, platform engineers, services teams, and other stakeholders.
- Promote best practices in ML engineering and operations, including version control, data governance, and resource optimization.
Requirements
- Bachelor’s or master’s degree in Computer Science, Engineering, or a related field.
- 5+ years of experience in ML Engineering, MLOps, data engineering, or a similar role.
- Working knowledge of machine learning models and algorithms.
- 2+ years of experience with Databricks, MLFlow, and other relevant ML tools and frameworks.
- Proficiency in Python, Scala, or Java.
- Experience with cloud platforms such as AWS or Azure and containerization technologies such as Docker and Kubernetes.
- Familiarity with infrastructure-as-code tooling and practices, including CDK or Terraform.
- Strong analytical, problem-solving, and communication skills.
Categories
About SiriusXM
SiriusXM provides satellite and streaming audio for listeners, including music, sports, news, talk, and podcasts. It sells subscriptions for in-car and mobile listening and operates ad-supported services through Pandora and the SiriusXM Media advertising platform; related brands include AdsWizz and Simplecast. The company is headquartered in New York and trades on Nasdaq as SIRI, with distribution built into many new vehicles via its SiriusXM Connect technology.