Manufacturing AI & Analytics Architect
Tasks
- Analyze data from ERP MES SCADA historians PLCs sensors quality and maintenance systems
- Apply MLOps for version control testing deployment monitoring and drift detection
- Build reusable architecture patterns for scale across plants lines stations and processes
- Communicate architecture assumptions limitations risks and recommendations
- Design dashboards alerts predictive models and anomaly detection
- Develop data models features KPIs and semantic definitions
- Identify prioritize AI analytics use cases
- Implement data governance metadata data quality security and compliance
- Partner to move prototypes into production ready solutions
- Translate workflows into technical requirements
Perks/Benefits
- Continuing education support
- Dental insurance
- Flexible work schedule
- Health insurance
- Mentorship programs
- Paid time off
- Retirement plans
Skills/Tech-stack
APIs | AWS | Anomaly Detection | Azure | Cloud Computing | Cloud platform | Data Architecture | Data Governance | Data Lifecycle Management | Data Modeling | Data Quality | Data Warehousing | Data integration | Data lifecycle | Databricks | Forecasting | Google Cloud | Google Cloud Platform | Lifecycle Management | MLOps | Machine Learning | Metadata Management | Model Deployment | Model Monitoring | NumPy | Optimization | Pandas | PyTorch | Python | SQL | Scikit-learn | Series forecasting | Snowflake | StatsModels | Supervised Learning | TensorFlow | Time Series | Time Series Forecasting | Unsupervised Learning | Version control | XGBoost
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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