Sr Machine Learning Engineer
USA - FL - North Service Area - DISC Building, United States
USD 155K-218K Senior-level Full Time
Tasks
- Analyze incident data for predictive signals
- Build digital twin emulation and simulation environments
- Build event driven closed loop remediation systems
- Build production machine learning models
- Conduct root cause analysis and enable self healing automation
- Design reusable machine learning frameworks
- Develop near real time inference pipelines
- Evaluate and monitor model performance
- Implement monitoring dashboards and KPIs
- Integrate machine learning insights into automation and observability platforms
- Own machine learning lifecycle experimentation validation deployment monitoring retraining
- Perform feature engineering on telemetry data
Perks/Benefits
- N/A
Skills/Tech-stack
Anomaly Detection | Artificial Intelligence | Causal analysis | Classification | Data Engineering | Data Pipelines | Deep learning | Docker | Event Correlation | Event Driven | Event-driven architecture | Feature Engineering | Feature Store | Forecasting | Go | JavaScript | Kubernetes | Learning operations | Machine Learning | Machine Learning Operations | Model Monitoring | Pattern Recognition | Predictive Analytics | PyTorch | Python | Rust | Scikit-learn | Series forecasting | Statistics | Streaming Data | Telemetry data | TensorFlow | Time Series | Time Series Forecasting | TypeScript
Education
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