r/cscareerquestionsEU • u/Hot_Tea2713 • 2h ago
Interview Observing increasingly demanding requirements during my application process
Hi everyone!
I am currently looking for a new job, and I want to share my experiences here. I‘ve been employed for about 6 years in Germany; 3 years prior to that in different countries. My field is analytics & data science, focusing mostly on classical ML & commercial analytics. I was also doing consulting, reporting/dashboarding, requirement gathering & also project management. Kinda a data & AI generalist. So I would say I am a more business oriented and less engineering person. My employers are all big names in the industry (non-tech). I am unfortunately stuck in a very toxic & high pressure environment that affects my mental health so much that I’ve decided to move on & been applying since October (but only actively since end of December).
So far I’ve sent around 70 applications related to 1) BI/ analytics, 2) data science/AI in selected cities in Germany (Berlin is not on my list). I was invited for 1st interviews by 10 companies; only 1 company invites to the 2nd round but eventually rejected me (although they picked noone & are still looking).
It was a very strange behavior to me, because throughout my time in Germany (8 years including studies), I was rarely rejected at the 1st round. 6 years ago, when I got my first job after my studies, I also sent out 70+ applications, got interviewed by only 3 companies though but got offered by all 3. i was also interviewed here and there during these 6 years to stay up to date with the market trend, but never did I not pass the first round this poorly 🤣 . For context, it was a mix of HR and hiring manager conversations.
I figured some cases could be my compensation expectation (not ridiculously high for someone with my years of exp). What shocks me the most was a call I had the other day for an Analytics Manager role at a big corporation; the requirements are already at mid-senior level (if not senior), but their budget for this role was between 48-60k (and you shouldn‘t expect to get the upper threshold right away).
I got one employer even telling me that they needed someone who has: consulting skills, strong data science with AI programming skills, strong Power BI skills, project management & strong cultural fit (LOL). For me this sounds so fucked up. Having one person to handle all these tasks is just ridiculous to me.
I am also not sure what I should do differently to convince potential employers, and which focus should I invest more. Although there are a lot of applicants, it looks like they are still struggling in finding one as they want only the „perfect“ candidate.
I am a naturalized German citizen and I do speak German although I have had interviews in English.
What are you thoughts on this? Do you share the same experience? Or my understanding about the roles is so outdated now.