AI & Optimization Engineer (100% Remote)
Tasks
- Build and deploy machine learning and optimization models
- Collaborate with operations teams to validate results
- Define AI strategy for production operations
- Design standardized data schema for telemetry and events
- Develop anomaly detection and predictive maintenance models
- Document system architecture and modeling assumptions
- Embed AI models into platform workflows and APIs
- Model and label time series data for AI use cases
- Monitor and maintain model performance in production
- Optimize energy efficiency for operational systems
- Translate operational challenges into data and optimization problems
Perks/Benefits
Skills/Tech-stack
APIs | Anomaly Detection | Docker | Feature extraction | JavaScript | Linear Programming | Node.js | Nonlinear Programming | Optimization | Predictive Maintenance | PyTorch | Python | Scikit-learn | Signal Processing | Simulation | TensorFlow | Time Series | TypeScript
Roles
AI | AI Engineer | Data Scientist | Engineer | Learning Engineer | Machine Learning Engineer | Scientist
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