Senior Data Scientist, Model Risk & Data Analytics, Internal Audit
Tasks
- Analyze structured and unstructured data
- Assess hallucination rates in LLMs
- Audit model lifecycle
- Build data quality checks
- Communicate audit findings and recommendations
- Create analytics dashboards
- Deploy and monitor machine learning models
- Develop ETL data pipelines
- Evaluate model performance and fairness
- Identify model vulnerabilities and risks
- Recommend model remediation strategies
- Support continuous auditing programs
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Accuracy | Apache Flink | Azure | BERT | Bias Metrics | Calibration | Confidence scoring | Dashboards | Data Pipelines | Data Quality | Data Warehousing | ETL | F1-score | GPT | Google Cloud | Hadoop | Hugging Face | Hugging Face Transformers | Language Models | Language Processing | Large Language Models | Machine Learning | MapReduce | Model Evaluation | Model Fairness | Model Monitoring | Natural Language | Natural Language Processing | Precision-recall | PyTorch | Python | Robustness | SQL | Scikit-learn | Snowflake | Stability analysis | T5 | TensorFlow | Transformer Architectures
Education
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