I joined expecting a data-centric role, but the reality was very different. Around 80–90% of the work revolved around operational management for data labeling projects, with only a small portion dedicated to analytics, mainly producing RCA reports. Career growth was limited as nearly all tools and workflows were proprietary, making it difficult to develop transferable technical skills.
The DCC (Data Cycling Centre) department felt highly dysfunctional and often operated like a startup despite being part of a large, established company. Team members were regularly expected to take on responsibilities outside their job scope with little planning or support.
The biggest issues came from both direct and senior management. My Team Lead was extremely micromanaging, often breathing down the team's neck over day-to-day work. Despite not being based in Kuala Lumpur and having limited visibility into what the local team actually handled, they would frequently question productivity and make assumptions that work was not being done without first understanding the context or verifying the facts.
At the same time, senior management consistently pushed unrealistic targets and timelines while expecting teams to deliver with limited resources. Even when targets were achieved, the goalposts would often be moved, leading to constantly shifting expectations and making it difficult for teams to feel any sense of completion or stability. Feedback from the people doing the work was rarely taken into consideration, creating an environment where operational pressure always outweighed practical decision-making. While ByteDance offers good compensation and benefits, the lack of annual salary increments also made long-term career growth less attractive.
