Applied AI ML - Senior Associate - Healthcare
Seattle, WA, United States
USD 180K-200K (estimate) Mid-level Full Time
Tasks
- Classify documents using machine learning models
- Communicate model tradeoffs to stakeholders
- Conduct design reviews for models and code
- Define evaluation strategies and success metrics
- Deploy and operate machine learning services and pipelines
- Design scalable model pipelines for document ingestion
- Establish model lifecycle practices including monitoring and drift detection
- Extract entities relationships and signals from unstructured text
- Lead end to end document extraction solutions
- Lead end to end natural language processing solutions
- Perform offline validation and error analysis
- Rank document outputs using machine learning models
- Run robustness testing and online measurement
Perks/Benefits
- Backup childcare
- Financial coaching
- Health care coverage
- Mental health support
- On-site health and wellness centers
- Retirement savings plan
- Tuition reimbursement
Skills/Tech-stack
Amazon Web Services | Apache Spark | Cloud Computing | Continuous integration | Continuous integration and delivery | Document extraction | Drift Detection | Entity Extraction | Information Extraction | Integration and Delivery | Language Processing | Learning operations | Machine Learning | Machine Learning Operations | Model Monitoring | Natural Language | Natural Language Processing | Observability | Optical character recognition | PyTorch | Python | Relationship Extraction | Reproducibility | SQL | TensorFlow | Text Classification | Web Services
Education
N/A
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