Analytics Engineer, Feature Engineering
Tasks
- Assess impact on model performance
- Collaborate with data scientists to identify features
- Create features from existing features
- Deploy and maintain curated datasets
- Develop and maintain data pipelines
- Evaluate feature quality
- Extract features from raw data
- Implement anomaly detection
- Implement automated alerting
- Improve feature engineering techniques
- Manage new data requirements
- Minimize technical debt
- Monitor feature drift
- Optimize pipeline performance
- Preprocess and transform data for machine learning
- Update features over time
Perks/Benefits
- 401k match
- Dental insurance
- Employee stock purchase program
- Flexible time off
- Medical insurance
- Occasional meals
- Paid parking
- Relocation bonus
- Snacks
- Vision insurance
Skills/Tech-stack
AWS | AWS Glue | Airflow | Command Line | DBT | Data Warehouse | Databricks | ELT | ETL | Git | Looker | Machine Learning | Python | SQL | Scala | Spark | Tableau
Education
Bachelor of Arts | Bachelor of Engineering | Bachelor of Science
Roles
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