Staff Machine Learning Engineer (Remote)
GEORGIA - VIRTUAL - GA01, United States
R
USD 120K-190K Senior-level Full Time
Tasks
- Build machine learning pipelines
- Configure and integrate machine learning solutions
- Create and maintain monitoring and support tools
- Create dashboards logging and alerting
- Define best practices for reliable explainable maintainable machine learning systems
- Deploy machine learning models to production
- Design machine learning and software architectures
- Develop machine learning models
- Ensure data drift monitoring
- Evaluate and recommend machine learning platforms
- Lead machine learning systems
- Manage machine learning model lifecycle
- Monitor model performance
- Monitor production service level objectives
- Provide production application support
- Research business trends and analyze behavioral data
- Review performance and capacity
- Write reusable foundational code
Perks/Benefits
Skills/Tech-stack
A/B | A/B Testing | Anomaly Detection | Autoencoders | Automl | B testing | Batch inference | BigQuery | BigQueryML | CI/CD | CNN | Clustering | Data Drift | Data Engineering | Disaster Recovery | Embeddings | Experimentation | Feature Engineering | Forecasting | GCP | Gensim | Git | High Availability | Jupyter | Linux | Machine Learning | Machine Learning Pipelines | Model Deployment | Model Monitoring | Model Validation | Model versioning | NLP | Neural Networks | Pandas | Performance Tuning | PyTorch | Python | REST | Real Time | Real-time Inference | Regression | SQL | SciPy | Scikit-learn | Security | Statistical Analysis | TensorFlow | Vertex AI
Education
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