Algorithmic Bias with Best Selling Author Hilke Schellmann
Listen now
Description
Data Bytes listeners get an exclusive discount to join Women in Data. ⁠⁠⁠⁠View discount here. (00:00:00) Intro(00:00:20) AI in Hiring(00:00:37) Bias in Automation(00:01:04) Welcome to Podcast(00:01:09) Guest Introduction(00:01:16) Journalism to AI(00:01:26) First Encounter with AI(00:02:10) Job Interview with Robot(00:02:48) Research and Rabbit Hole(00:05:24) Hiring Tools Bias(00:05:51) Systemic Hiring Issues(00:07:04) Human Bias in Hiring(00:08:09) Bias in AI Tools(00:13:26) Echo Chamber Effect(00:13:58) Workplace Surveillance(00:14:12) Amazon Hiring Example(00:22:04) AI and Employee Surveillance(00:24:01) Stress from Surveillance(00:24:38) No Privacy on Work Computer(00:25:07) Tools to Track Activity(00:27:45) Productivity Theater(00:28:19) Meaningful Productivity(00:31:24) Tools for Flight Risk(00:35:45) Need for Transparency(00:40:11) Suggestions for Job Seekers(00:41:07) Forced Consumerism(00:43:02) Journalistic Role(00:43:15) Outro --- Support this podcast: https://podcasters.spotify.com/pod/show/women-in-data/support
More Episodes
(00:00) Introducing Catherine Shen’s Career(00:32) Transition from Luxury to Pharma(01:55) Role of Data in Pharma(02:52) Evolution of Data Engineering(04:06) Innovative Data Solutions Impact(07:23) AI’s Role in Pharma Industry(10:24) Future AI Investments and Strategy(13:09) Solving Unstructured...
Published 09/19/24
(00:00) Intro: Negative connotations in AI(00:21) Synthetic data fills gaps(00:35) Guest introduction(01:23) Importance of data quality(02:14) Data-centric machine learning focus(03:02) Bias mitigation strategies(03:41) Role of human in AI loop(04:34) Synthetic data in AI(05:29) Pre-trained...
Published 09/12/24
Published 09/12/24