Data privacy is firmly a candidate's market. Demand for qualified professionals continues to outpace supply, and the pressures pushing it - expanding regulation, the arrival of AI governance, and privacy work spreading well beyond the technology sector - show no sign of easing. However, if you work in privacy, the decision to stay in a role or move on is rarely as simple as the number on a counter-offer.
Understanding why people in your field actually leave (and what makes them stay) is worth doing before you find yourself weighing an approach from a recruiter.
Why people leave
Money matters, but it’s rarely the whole story. We’ve noticed a few common themes, from our conversations with data privacy candidates.
The first is a lack of mandate. Few things wear people down faster than being accountable for privacy without the authority to act on it: flagging risks that are quietly overruled, or being brought in after decisions are already made. Being treated as the department of "no" rather than a genuine partner is a slow but reliable driver of exits.
The second is under-resourcing. Privacy functions are often lean, and a single practitioner covering DSARs, vendor reviews, training, policy, and now AI governance for a whole organisation will eventually burn out or leave for somewhere the load is shared. A candidate's market means there is usually somewhere better resourced to go.
The third is a career ceiling. Ambitious practitioners want to see the path from where they are to where they want to be. When a role offers no obvious progression - no route to a leadership seat, no exposure to strategy - capable people start looking, even when they are otherwise content.
Finally, there is stagnation. Privacy is changing quickly, and professionals who feel they are stuck maintaining a static compliance programme while the frontier moves elsewhere, particularly around AI, often leave simply to stay current.
What keeps them
The factors that retain privacy talent tend to mirror the reasons people leave, and they are worth looking for when you assess an employer.
A real seat at the table is the strongest of them. Roles where privacy reports into senior leadership, is consulted early, and has the standing to shape decisions are markedly more satisfying than roles where it is a downstream check. The reporting line and the seniority of the role tell you a great deal about how the function is regarded.
Adequate resourcing matters just as much. A team where the workload is realistic, where there is budget for tooling, and where you are not the single point of failure is one you can sustain. It is a fair question to ask in an interview: who else does this work, and what happens when you are on leave?
Meaningful development keeps people engaged. Exposure to emerging areas (particularly AI governance), support for certifications, and the chance to broaden from pure compliance into strategy or engineering-adjacent work all signal an employer investing in your future rather than simply consuming your present capacity.
Autonomy and culture underpin the rest. Practitioners stay where privacy is understood as an enabler of the business rather than an obstacle to it, and where they are trusted to exercise judgement. That cultural posture is harder to read from a job description, but it shows in how people talk about the function during the hiring process.
What this means for you
In a candidate's market, the temptation is to optimise for the offer. The more durable move is to optimise for the conditions that will keep you engaged eighteen months in: the mandate, the resourcing, the room to grow, and the culture around the work.
When you are weighing a role, probe those directly:
- Ask where privacy sits in the structure and who it reports to.
- Ask how decisions involving privacy actually get made.
- Ask what the team looks like and how the AI governance workload is being handled.
The answers will tell you more about how long you will want to stay than the salary line alone ever could.