Databricks reviews

Databricks has a reputation for speed, but under the surface, the environment is disorganized, unstructured, and often toxic. Employees are frequently asked to deliver without clear ownership, direction, or defined success metrics. Priorities shift constantly, but teams are rarely aligned or given time to reset. Instead, individuals are expected to absorb the confusion and keep executing, even when roles and objectives are unclear or constantly changing. One of the more troubling patterns is how employee exits are handled. In some cases, employees are told they can either accept a severance package or "do a presentation" —where if even one person in a panel is not satisfied, they are immediately let go without severance. It sends a message that speaking up or seeking clarity is risky, and it creates fear instead of trust or accountability. HR plays more of a policy and compliance role than a true advocate for employees. When people raise concerns about unclear direction or inconsistent management, they’re often met with vague responses or redirected elsewhere. There’s no structured process for feedback, development, or resolution. Burnout is widespread. Many employees are doing the work of multiple roles without additional support, and leadership rarely acknowledges the toll that pace takes. At times, people are praised one week and sidelined the next without explanation or documentation. There’s no process for course-correcting or realigning—just abrupt shifts with little transparency. Much of leadership operates with outdated, top-down management styles. Coaching and development are lacking, and people leaders are not held accountable for how they manage their teams. The burden to “figure it out” falls entirely on ICs—even when strategic direction is unclear or contradictory. Psychological safety is low. Asking questions or seeking alignment is sometimes seen as resistance rather than engagement. For a company with such strong momentum in the market, the internal culture is far behind. Without serious investment in people leadership, transparent feedback systems, and clarity around roles and expectations, this environment will continue to burn out good talent and quietly push people out.

Sales in Databricks are seen as "Top Dogs" who essentially can get away with anything. For example, I saw rudeness/aggression/intimidation to databricks customer partners and nothing was done about it. There was also bullying from Sales Leads (AE's) and not only will you get no support, but you will be blamed for any issues. Working here affected my mental health badly - the manipulation and narrative particular protected people strung was infuriating. Micromanagement was a daily hassle, so was diary snooping and so evidencing an obvious lack of trust and suspicion between AEs, senior management and field engineers / SAs.