Staff/Senior Software Engineer, Machine Learning Platform (Ad Cloud) - Tokyo
Tasks
- Architect batch and streaming ML pipelines
- Build internal API servers to orchestrate ML jobs on Kubernetes
- Collaborate with data scientists to deliver ML platform capabilities
- Design ML job execution frameworks for training inference and post processing
- Design and monitor data infrastructure
- Implement and scale ML training and evaluation workflows
- Mentor junior engineers
- Monitor platform availability and observability
- Operate ML pipelines for robust scalable execution
- Use Argo Workflows for job orchestration
- Use Helm for deployments
- Use Prometheus and Grafana for monitoring
- Use Terraform for infrastructure as code
Perks/Benefits
- N/A
Skills/Tech-stack
Apache Flink | Apache Spark | Argo Workflows | ClickHouse | Distributed Systems | Grafana | Helm | Infrastructure as Code | Java | Kubernetes | Machine Learning | Machine Learning Pipelines | PostgreSQL | Prometheus | Python | Terraform | “as-code”
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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