Senior Software Engineer, Data
Tasks
- Build data pipelines for audience data
- Build data products with production API and SLAs
- Deploy and serve machine learning models
- Design and own ML platform for experiment to production
- Design and own cloud native big data platform
- Ensure data health and observability
- Implement feature stores for model training and serving
- Monitor production models for drift and degradation
- Orchestrate training pipelines and model deployment
- Set up change data capture validation transformation and denormalization
Perks/Benefits
Skills/Tech-stack
AWS DMS | AWS Glue | AWS RDS | Amazon Kinesis | Amazon Redshift | Apache Airflow | Change Data Capture | ClickHouse | Dagster | Data Capture | Django | Drift Detection | Elasticsearch | Feature Store | LLM | Machine Learning | Model Deployment | Model Drift | Model Drift Detection | Model Serving | MongoDB | Production Monitoring | Python | Snowflake
Education
N/A
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