AI Scientist
Tasks
- Align models with privacy by design and access controls
- Apply embeddings and vector search for retrieval
- Build and operate ML pipelines using UDF and UDTF
- Build contact center AI assistants
- Collaborate with compliance legal cyber and model risk stakeholders
- Communicate risks and limitations to technical and non technical stakeholders
- Conduct third party AI vendor due diligence and monitoring
- Define monitoring drift thresholds and retraining triggers
- Design and implement fraud detection models
- Develop model explainability and fairness testing
- Draft AI generated credit memos for underwriting support
- Ensure AEDT compliance for HR related AI tools
- Evaluate emerging ML methods and lead proof of concepts
- Implement large language model and RAG solutions
- Implement safe rollback and kill switch procedures
- Integrate models via secure APIs and batch jobs
- Mentor staff on responsible AI and documentation
- Operate Tasks and Streams for orchestration
- Optimize AML alert scoring and triage
- Package and deploy models with CI/CD
- Perform secure SDLC and red teaming for GenAI systems
- Personalize recommendations for treasury and commercial clients
- Produce SR 11-7 audit ready model documentation
- Register models in model inventory with owners and materiality
- Use Snowpark Python for native ML workflows in Snowflake
Perks/Benefits
- N/A
Skills/Tech-stack
Anomaly Detection | Azure ML | By Design | CI/CD | Cybersecurity | Data Pipelines | Databricks | Docker | ETL | Embeddings | Fairness testing | Hallucination detection | Human-in-the-loop | LLM Evaluation | Language Models | Language Processing | Large Language Models | MLOps | Model Drift | Model Monitoring | Model Registry | Natural Language | Natural Language Processing | Observability | Outlier Detection | Pandas | Privacy by Design | Prompt engineering | PySpark | PyTorch | Python | RAG | Retraining Triggers | Retrieval-Augmented Generation | SHAP | SQL | Scikit-learn | Secure SDLC | Security | Snowflake | Snowpark Python | Spark | Streams | Tasks | TensorFlow | The Loop | Transformers | UDF | UDTF | Vector Databases | Vector Search | XAI
Education
Regions
Countries
States
Cities
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