I have been working as a developer of online database-drive information systems for ten years. Much of my experience has been in LAMP Web development and I now work at the Technical Lead level with a few developers reporting to me. I was working on an MS in Technology Management.
Lately, I am interested in Big Data, machine learning, and using mathematical models to solve problems. I feel that I have the personality and aptitude for a career as a "Quant Developer" and have thought about making a career change. I'm particularly interested in algo trading, forecasting, signals analysis, etc. But I'm 36 and I'm no fool about how much commitment is required to make a change.
Here are some challenges:
The biggest problem I have is devoting the next 5-7 years to postgraduate academic studies. I'm sure this has been asked a lot, but are there any "short cuts" to getting into the industry as a Quant Developer?
Lately, I am interested in Big Data, machine learning, and using mathematical models to solve problems. I feel that I have the personality and aptitude for a career as a "Quant Developer" and have thought about making a career change. I'm particularly interested in algo trading, forecasting, signals analysis, etc. But I'm 36 and I'm no fool about how much commitment is required to make a change.
Here are some challenges:
- I would have to live in New York or London (my fiance and I are OK with making the move).
- I have to learn R, Python, and Java (I know six other programming languages already and I did some C++ in college so I'm up to the challenge).
- I would have to get a MS in a more "pure" STEM degree like Computational Statistics. (Cross my fingers, but Carnegie Mellon or MIT would be nice, of course! )
- I would ultimately have to pursue graduate research and work toward a PhD (so this becomes a problem because I'll be in my 40s by then).
The biggest problem I have is devoting the next 5-7 years to postgraduate academic studies. I'm sure this has been asked a lot, but are there any "short cuts" to getting into the industry as a Quant Developer?
- What is the minimal academic qualifications one must have?
- I have discovered that a CS degree is not a prerequisite to getting a job as a developer. Is it possible that, in the same way, one can work in the financial industry without having a PhD if they have study and learn all the relevant subject matter?
- Is it possible to intern or apprentice your way into the industry? (I'm sure there are thousands of other people more qualified trying to do just that, of course.)
- Is it easy to start out in a lower tier company and work your way up after you've gained experience?