Data Engineering Sucks I extracted data using autoserp.dev from around 100 threads created between 2024 01 and 2025 02 about working as a data engineer. i wanted fresh data because the field is relatively new and probably changing fast. I personally moved from a manufacturing company doing mechanical materials engineering to data engineering and it was really tough to make the jump. most companies didn't know what to do with me looking at my resume.
Data Engineering Sucks In this article, i'll rant a little about data engineering's worst facets, exploring everything from the quick and dirty dilemma to the longing for the days of software programming. i'll touch on the cycle of massive projects, the specificity struggle, and the ever elusive refinement conundrum. Data engineers are responsible for managing large volumes of data, which comes with its own unique set of challenges. the sheer volume and variety of data can be overwhelming, requiring a deep understanding of different database systems, data storage principles, and data processing technologies. In fact, i don’t think you can become a successful data engineer without embracing the suck. you need to be able to push through debugging something that went wrong and working on difficult projects because that is the only thing that is going to make you better. Will you spend your entire career working only with sql and python? there was a phase earlier in my career when i felt this really hard. “did i choose the wrong area?” i would always ask myself. however, the more projects i got involved in, the more i saw that data engineering is actually a craft.
Data Engineering Sucks In fact, i don’t think you can become a successful data engineer without embracing the suck. you need to be able to push through debugging something that went wrong and working on difficult projects because that is the only thing that is going to make you better. Will you spend your entire career working only with sql and python? there was a phase earlier in my career when i felt this really hard. “did i choose the wrong area?” i would always ask myself. however, the more projects i got involved in, the more i saw that data engineering is actually a craft. For me, transitioning from data analyst to data engineer was about expanding my technical skills and finding the right organisation that fostered continuous learning and opportunities. Looks like gathering business requirements is a huge pain point – like, everyone is struggling with it. i thought json files would be on people’s hit lists too, but far fewer people mentioned them. another surprise was that people thought it was a pain to identify where pipelines are broken (but didn't mention fixing them as a huge pain ). In order to learn the best practices as a data engineer, i also had to learn the bad ones and deal with the consequences along the way. these were my takeaways as a data engineer that made my life easier when i became a data scientist and i hope they’ll help you too. Being a data engineer in 2025? it’s not the dream job they promised. burnout, unrealistic expectations, and tech chaos—this animated short shows why it sucks to be in the trenches of data.
Data Engineering Sucks For me, transitioning from data analyst to data engineer was about expanding my technical skills and finding the right organisation that fostered continuous learning and opportunities. Looks like gathering business requirements is a huge pain point – like, everyone is struggling with it. i thought json files would be on people’s hit lists too, but far fewer people mentioned them. another surprise was that people thought it was a pain to identify where pipelines are broken (but didn't mention fixing them as a huge pain ). In order to learn the best practices as a data engineer, i also had to learn the bad ones and deal with the consequences along the way. these were my takeaways as a data engineer that made my life easier when i became a data scientist and i hope they’ll help you too. Being a data engineer in 2025? it’s not the dream job they promised. burnout, unrealistic expectations, and tech chaos—this animated short shows why it sucks to be in the trenches of data.
Data Engineer Definisi Tugas Skill Dan Teknologi Pendukungnya In order to learn the best practices as a data engineer, i also had to learn the bad ones and deal with the consequences along the way. these were my takeaways as a data engineer that made my life easier when i became a data scientist and i hope they’ll help you too. Being a data engineer in 2025? it’s not the dream job they promised. burnout, unrealistic expectations, and tech chaos—this animated short shows why it sucks to be in the trenches of data.
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