Fairness means treating people impartially through consistent standards and processes. For an engineering manager, it matters when evaluating performance, assigning work, giving recognition, and supporting growth. Consistency does not mean ignoring circumstances: an employee with caregiving responsibilities may need empathy and support while still being assessed against clear expectations. section 4.2.2 section 5.3.3
Make fairness visible in everyday decisions:
- Set shared performance standards. Use a leveling guide where available, and evaluate employees against it rather than relying on recent impressions or personal preference. section 4.2.2
- Prepare evidence for calibration. Cross-team discussions compare proposed ratings against company standards and can expose favoritism or inconsistent judgments. section 4.3.2
- Spread opportunities. Match delegated work to abilities and career goals, but do not give every valuable assignment to top performers. section 5.3.3
- Check who receives recognition. Define criteria, consider data and peer input, and periodically review awards for bias—including whether less visible work is overlooked. section 6.2.5
- Support equitable treatment beyond reviews. Provide a way to raise and appeal perceived unfairness; attend to inclusion, accommodations, and equal compensation for equal skill and experience. section 4.2.2 section 7.5.3
A fair performance discussion
When assessing two employees, compare each person’s work with the same leveling guide rather than comparing personalities. If one is caring for an elderly parent or experiencing a temporary change in productivity during pregnancy, discuss support and how the team can share work. Bring documented strengths, weaknesses, and growth opportunities to calibration so the proposed ratings can be checked across teams. section 4.2.2 section 4.3.2
Fairness is an ongoing check, not a one-time policy. Ask whose work is noticed, who gets growth opportunities, and whether people have a credible way to challenge a decision. section 6.2.5 section 4.2.2









