AI Scientist
Tasks
- Apply model explainability methods
- Build fraud-detection systems
- Containerize machine learning workflows
- Coordinate with model risk compliance legal cyber and internal audit teams
- Create Snowflake UDFs UDTFs and Tasks Streams
- Create embeddings and vector search pipelines
- Define monitoring drift thresholds and retraining triggers
- Design AI and ML models
- Design privacy by design data controls
- Develop contact center AI assistants
- Ensure compliance with NYDFS 23 NYCRR 500
- Ensure compliance with SR 11 7 model lifecycle controls
- Evaluate vendor fairness security and conceptual soundness
- Generate AI credit memos for underwriting decision support
- Implement LLM and RAG solutions
- Implement safe rollback and kill switch procedures
- Implement secure SDLC and red teaming
- Instrument KPIs and KRIs and alerting dashboards
- Integrate models via secure APIs
- Mentor junior staff and promote responsible AI practices
- Operate models on Snowflake with Snowpark Python
- Optimize AML alert scoring and triage
- Package and deploy models with CI/CD
- Personalize recommendations for commercial and treasury clients
- Produce audit ready model documentation for governance
- Register and inventory models
- Run bias testing before and after deployment
- Support third party AI and data stewardship testing
- Verify contractual controls for third party providers
Perks/Benefits
- N/A
Skills/Tech-stack
Access Control | Azure ML | By Design | CI/CD | Databricks | Docker | ETL | Embeddings | Fairness testing | Kill Switch | Kubernetes | LLMs | Langchain | Model Drift | Model Monitoring | Model Registry | NLP | Observability | Pandas | Privacy by Design | PySpark | PyTorch | Python | RAG | Red Teaming | Retraining | Rollback | SHAP | SQL | Scikit-learn | Secure APIs | Snowflake | Snowpark Python | Spark | Streams | Tasks | TensorFlow | Transformer | UDFs | UDTFs | Vector Databases | Vector Search
Education
Regions
Countries
States
Cities
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