Staff Machine Learning Engineer, Document & Vision Intelligence
MD Bethesda Office, United States
USD 130K-260K Senior-level Full Time
Tasks
- Architect automated model training hyperparameter tuning and deployment infrastructure
- Build and maintain scalable data processing workflows
- Debug and resolve model performance issues
- Deploy machine learning models
- Design and implement machine learning models services and components
- Integrate machine learning solutions into production systems
- Lead design and implementation of machine learning solutions
- Lead model monitoring maintenance and retraining
- Mentor junior engineers
- Track metrics and improve model accuracy and reliability
- Write production grade code for machine learning models as services and APIs
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | AWS | Apache Spark | B testing | CI/CD | Continuous Deployment | Databricks | Deep learning | Docker | Ensemble learning | GCP | Generative AI | Hypothesis Testing | Kafka | Keras | Kubernetes | Language Processing | MLOps | Machine Learning | Microsoft Azure | Model Monitoring | Model versioning | Natural Language | Natural Language Processing | PyTorch | Python | Reinforcement Learning | SQL | Scikit-learn | Snowflake | TensorFlow
Education
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