Pros
In a tough economic climate, the role still provides steady employment.
Cons
The workplace environment is hostile to women. During a recent large‑scale reorganization of the data team, no women were on the planning team. After the reshuffle, many capable women who previously supervised several people were reassigned to roles with no direct reports, while men were placed into respectable leadership positions. Advancement requires submitting an application, proving competence, and presenting a business case. Strangely, if the company is already hiring for a comparable role at the desired level, that doesn't count as a business case. Female representation in senior roles is extremely low; the sole woman I’ve observed appears vastly more qualified than her male peers at the same level. The promotion and evaluation system is riddled with bias. Decisions are made in group meetings where senior leaders discuss each subordinate and vote collectively—a process marketed as “democratic.” Research on evaluation bias shows this method disadvantages minorities: they speak up less, face pressure to conform, and have their dissenting views discounted, which erodes their credibility. Moreover, evaluators tend to favor people who resemble themselves, and with upper‑management dominated by white and South‑Asian men, promotions disproportionately go to those groups. Mentoring initiatives for women exist only at an individual level. Although a formal women‑focused mentorship program is mentioned, I have seen no concrete evidence of its operation. These observations pertain specifically to the data capability; other departments may have different dynamics.
