Contractor - Data Science & AI Job
Tasks
- Build validate deploy machine learning models
- Communicate model findings to non technical leadership
- Deploy models for closed loop control
- Detect anomalies in industrial sensor data
- Encode domain knowledge into models
- Engineer time series features from sensor data
- Establish baselines and quantify impact
- Improve quality clinker factor optimization
- Monitor models in live operations
- Optimize process kiln pyro process control grinding separator efficiency
- Predict equipment maintenance for critical rotating equipment
- Produce finance grade model results
- Productionize models with MLOps
Perks/Benefits
- N/A
Skills/Tech-stack
ARIMA | AWS | Anomaly Detection | Azure | CatBoost | Cross-validation | DBSCAN | DCS | Databricks | Feature Engineering | Forecasting | Git | Gradient boosting | Hyperparameter Tuning | Isolation Forest | K-Means | KNN | LightGBM | MLOps | Naïve Bayes | NumPy | OPC UA | One-Class SVM | PCA | Pandas | Prophet | PySpark | Python | Random Forest | Regression | SARIMA | SCADA | SCM | SQL | SVM | SciPy | Scikit-learn | Series analysis | StatsModels | Support Vector Machine | Time Series | Time Series Analysis | XGBoost
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Roles
AI | AI/ML Consultant | Consultant | Data Scientist | Scientist
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