Senior Data Scientist, Model Risk & Data Analytics, Internal Audit - AMS
San Jose, California, United States
USD 125K-202K (estimate) Senior-level Full Time
Tasks
- Assess model robustness fairness interpretability and compliance
- Automate continuous auditing data strategies
- Build data warehouses for audit support
- Communicate technical findings to stakeholders
- Conduct model audits across lifecycle
- Create dashboards for analytics
- Develop ETL pipelines
- Develop train and implement machine learning and AI models
- Evaluate model performance metrics
- Identify model vulnerabilities including bias and hallucinations
- Implement data quality checks for audit datasets
- Recommend remediation strategies for model risks
- Surface insights from structured and unstructured data
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Artificial Intelligence | Azure | Bias detection | Calibration | Confidence scoring | Dashboards | Data Quality | Data Warehousing | ETL | Fairness metrics | Flink | GCP | Hadoop | Hallucination detection | Hugging Face | Hugging Face Transformers | Human-in-the-loop | LLM Evaluation | Language Models | Language Processing | Large Language Models | Machine Learning | Machine Learning Model | Machine Learning Model Evaluation | MapReduce | Model Evaluation | Natural Language | Natural Language Processing | PyTorch | Python | Robustness | SQL | Scikit-learn | Snowflake | TensorFlow | The Loop | Transformer
Education
Roles
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