
Leading Artificial Intelligence Fairness Specialist
1 week ago
Join a Research Team as a Senior Machine Learning Expert
Developing statistical matching techniques for mitigating and auditing bias in AI models is a key objective of this project. As a Senior Researcher, you will play a leading role in creating a tool that continuously monitors and improves AI fairness.
This innovative tool can operate with different data types (tabular, images, text) in various contexts (binary and multiclass classification and regression). It also matches datasets from different domains, including out-of-distribution data.
The potential impact of this project is immense, addressing societal challenges like avoiding cognitive overload and bias in high-stakes scenarios. By rethinking AI systems, we can establish a symbiosis between humans and machines, aligning values, goals, and beliefs.
Evaluate the TANGO framework on real-world use cases with significant social impact, such as supporting women during pregnancy and postpartum, surgical teams, loan officers, and public policy makers.
Key Responsibilities
- Develop a tool for monitoring and improving AI fairness
- Contribute to the development of statistical matching techniques
- Collaborate with the machine learning group
Requirements
- Strong background in machine learning and statistics
- Experience with AI workflow integration
- Excellent communication and teamwork skills
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