Senior Staff Engineer, Machine Learning Platform
Tasks
- Apply AI ML to bid stream troubleshooting and forecasting
- Automate CI CD and ML workflows
- Build and optimize distributed data workflows
- Collaborate with product and data science teams
- Create infrastructure as code for ML jobs
- Design and scale ML pipelines
- Develop experiment tracking and observability frameworks
- Implement reusable ML components SDKs and APIs
- Monitor model health drift and anomalies
- Support ML training evaluation inference and deployment
Perks/Benefits
- N/A
Skills/Tech-stack
Airflow | Apache Hadoop | Apache Kafka | Apache Spark | CI/CD | Docker | Embeddings | Experiment tracking | GPU Computing | Inference Optimization | Java | Kubernetes | ML Ops | MLflow | Machine Learning | Observability | Python | Reinforcement Learning | Retrieval-Augmented Generation | SQL | Scala | Snowflake | Spark SQL | Triton Inference
Education
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