Software Engineer - ML
Lowe's Charlotte Technology Hub 3505, United States
USD 300K Mid-level Full Time
Tasks
- Build MLops pipelines
- Build data ingestion pipelines
- Build data transformation pipelines
- Conduct root cause analysis
- Deploy machine learning models
- Develop feature engineering pipelines
- Ensure security and governance compliance
- Implement CI/CD pipelines
- Implement batch inference pipelines
- Implement real-time inference pipelines
- Maintain model versioning
- Monitor data drift
- Monitor data quality
- Monitor model drift
- Monitor model performance
- Orchestrate workflows
- Perform code reviews
- Serve machine learning models
- Set up MLflow registration
- Set up Vertex AI deployments
- Troubleshoot production issues
Perks/Benefits
- 401k match
- Associate discount
- Employee stock purchase plan
- Maternity & parental leave
- Tuition-free education
Skills/Tech-stack
AWS | Agile | Apache Airflow | Application Programming | Application Programming Interfaces | Azure | Batch inference | CI/CD | Cloud Composer | Data Pipelines | Data Quality | Docker | Feature Engineering | GCP | Git | Google BigQuery | Great Expectations | Hadoop | Kubeflow | Kubernetes | MLOps | MLflow | Machine Learning | Microservices | Model Registry | Model Serving | Model versioning | Presto | Programming interfaces | PySpark | Python | Real Time | Real-time Inference | SDLC | SQL | Trino | Vertex AI
Education
Regions
Countries
States
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