Over the years, I have worked with many professionals. I've seen people who developed their careers very effectively and others who were not a good fit for their roles. I've met people who produced great work and those who needed a lot of support. I've experienced periods of rapid company growth as well as times of cost-cutting. I would like to share the observed patterns with people entering the job market so that they can learn from my experience.

Content-wise, I perform work with high impact and responsibility. I managed financial liquidity for a large corporation (EUR 400B+ in assets). I witnessed emergency actions involving EUR 200M trades executed within minutes. I was responsible for communication with central banks. I work in an area under strict Austrian banking secrecy. My analyses were used to kill projects worth EUR 1M+. I have a proven track record of data science products that went into production. I work on a strategically significant project connected with AI.

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