Senior Data Scientist, Model Risk & Data Analytics, Internal Audit - AMS
Los Angeles, California, United States
USD 125K-202K (estimate) Senior-level Full Time
Tasks
- Assess model fairness and robustness
- Audit ML model lifecycle
- Automate continuous auditing use cases
- Build ETL data pipelines
- Create dashboards and analytics
- Define and validate audit and risk indicators
- Develop and deploy machine learning models
- Develop data quality checks
- Evaluate model performance metrics
- Identify model vulnerabilities
- Measure hallucination rates
- Partner with auditors for data support
- Recommend remediation strategies
- Surface insights from unstructured and structured data
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Accuracy | Apache Flink | Azure | Bias Mitigation | Calibration | Confidence scoring | Dashboards | Data Modeling | Data Quality | Data Warehousing | Deep learning | ETL | F1-score | Fairness | GCP | Hadoop | Hallucination detection | Hugging Face | Hugging Face Transformers | Human-in-the-loop | LLM Evaluation | Language Models | Large Language Models | Machine Learning | MapReduce | Model Governance | Model Monitoring | Precisión | PyTorch | Python | Recall | Robustness | SQL | Scikit-learn | Snowflake | Stability analysis | TensorFlow | The Loop | Transformers
Education
Regions
Countries
States
Cities
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