Senior ML Architect-Scientist, Telemetry and Log Analytics
Cork, Co. Cork, Ireland
EUR 60K-70K (estimate) Senior-level Full Time
Tasks
- Apply NLP for unstructured logs
- Apply model governance and monitoring
- Define analytic architecture
- Define batch and streaming analytics requirements
- Define data contracts and schemas
- Define model serving patterns
- Design feature stores
- Design time series and event log models
- Detect model drift
- Develop evaluation and monitoring specifications
- Implement anomaly detection
- Implement change point detection
- Implement forecasting
- Lead modelling strategy
- Mentor team and share best practices
- Own end to end modelling from problem framing to deployment
- Perform correlation analysis
- Perform pattern mining
- Perform root cause analysis
Perks/Benefits
- N/A
Skills/Tech-stack
Anomaly Detection | Apache Airflow | Azure Monitor | Cause analysis | Change Point | Change point detection | Classification | Correlation Analysis | Data Versioning | Datadog | Drift Detection | ELK Stack | ETL | Elasticsearch | Embeddings | Feature Engineering | Forecasting | Grafana | Language Processing | Log Analysis | Loki | MLOps | Metrics | Model Monitoring | Model versioning | NLP | Natural Language | Natural Language Processing | Observability | OpenTelemetry | Pattern Mining | Python | Root Cause Analysis | Root cause | SQL | Series analysis | Splunk | Time Series | Time Series Analysis | Topic Modeling | Traces
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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