1 INTRODUCTION

2 THE ALGORITHMIC HIRING PIPELINE

3 BIAS CONDUCIVE FACTORS

4 MEASURES

5 MITIGATION STRATEGIES

6 DATA

7 MEASUREMENT AND MITIGATION IN PRACTICE

8 LEGAL LANDSCAPE

9 THE REAL WORLD IS MESSY

10 OPPORTUNITIES AND LIMITATIONS

11 CONCLUSIONS