Today I had an interview with a manager in BA. He told me that most of the open positions are related to development and coding. He told me that this time is not a good time to apply as a pure quantitative modeler and finding jobs related to quantitative modeling and even high frequency data processing are very rare :-ss. I just asked him if it is a good strategy to start as a developer and then switch to some modeling works or not, and his answer was that in industry it is very difficult to switch, so if you start as a developer you will continue in this role. I am in the last year of my PhD in computer science, with bachelor in applied mathematics. My Master and PhD was on Machine-learning and Artificial Intelligence. I have started to study some finance and quantitative finance reference books (some of the books were recommended in the master reading) and I was (am) very eager to find a job in quantitative modeling or on high-frequency data processing. I just want to know what is the best strategy to find a job in these roles?? Should I think to some other roles, like risk management or model validation???