Staff Data Scientist - AML
Tasks
- Build anomaly detection systems
- Build graph based risk models
- Collaborate with cross-functional teams to integrate data science solutions
- Communicate data findings to non-technical stakeholders
- Define model performance metrics
- Design data collection curation and augmentation strategies
- Design modular AML detection systems
- Develop Transformer based detection models
- Develop scalable deployment strategies
- Document model development and maintenance processes
- Integrate LLMs with AI agents for production
- Lead development and deployment of machine learning models
- Manage large scale databases for training data
- Mentor team members and promote AI workflow automation
- Perform large scale training and hyperparameter tuning
Perks/Benefits
- N/A
Skills/Tech-stack
AI Agents | Anomaly Detection | Big Data | Data Augmentation | Data Curation | Data collection | Databases | Deep learning | Graph Neural Networks | Hyperparameter Tuning | LLM orchestration | Langgraph | Llamaindex | MCP | Machine Learning | Model Evaluation | Neural Networks | PyTorch | Python | TensorFlow | Transformers
Education
N/A
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