Staff Software Engineer, Machine Learning
Metro 9 - West Valley City, United States
USD 200K-333K (estimate) Senior-level Full Time
Tasks
- Analyze customer behavior and creditworthiness
- Assemble and manage large datasets
- Build data pipelines and feature engineering
- Create feedback loops
- Define system architecture and modeling strategy
- Deploy online inference systems
- Design end-to-end machine learning systems
- Develop scalable machine learning models
- Implement training and evaluation workflows
- Improve credit risk modeling and risk reduction
- Integrate new data sources and improve data quality
- Mentor engineers and conduct architectural reviews
Perks/Benefits
- 401k matching
- Dental insurance
- Legal coverage
- Life insurance
- Long-term disability
- Medical insurance
- Mental health resources
- Paid time off
- Short-term disability
- Vision insurance
- Volunteer time off
Skills/Tech-stack
Airflow | Amazon Web Services | Artificial Intelligence | Bayesian Methods | Data Mining | Data Pipelines | Decision Trees | Deep learning | Distributed Systems | EC2 | Experimental Design | Feature Engineering | Frequentist Methods | Gradient boosting | Hierarchical modeling | Hypothesis Testing | JAX | Java | Jenkins | Linux | Machine Learning | Message queuing | Multimodal Learning | Neural Networks | Online Inference | PyTorch | Python | Random Forest | Recommendation Systems | Recurrent Neural Networks | S3 | SQL | Shell Scripting | Statistical Analysis | Stream processing | Transformers | Web Services
Education
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