On 26 Aug 2008, at 2:29 pm, Perry E. Metzger wrote:
I think part of the issue is that most people doing scientific
computing don't have computer science backgrounds, which is a
shame.
There is an unwritten recruitment rule, certainly in my field of
science, that the programmer "must understand the science", and
actually being able to write good code is very much a secondary
requirement. I think this grew out of the last 20 years of
exponentially increasing computer power which meant that in many
fields you could write crappy code and just wait for hardware
improvements to make it faster. This is particularly the case in
fields such as bioinformatics where the field came into existence
since the days of very limited memory and very slow machines, so they
never experienced the world when writing tight code was essential (I
started programming in 1984, so I can barely remember those days
either). This is further hindered by the fact that no-one doing a
masters in Bioinformatics learns a compiled language. They learn
things like Java, R, perl, python and ruby.
There is light at the end of the tunnel, though. I'm beginning to see
signs that people are starting to be hired primarily as programmers,
and not scientists. This is usually in areas where the scientists
have hit a brick wall in terms of performance, and with exponentially
increasing data quantities, had nowhere else to go. I expect this to
gradually expand over the next couple of years, but there's going to
be a lot of pain in the meantime - particularly for those of us
building and running the systems, who will tend to get the blame when
we supply a 10,000 core cluster and the scientists find their code
doesn't run any faster than it does on the current 1,000 core system.
"It's a more powerful system, it must be your fault it's not working"
Tim
--
The Wellcome Trust Sanger Institute is operated by Genome Research
Limited, a charity registered in England with number 1021457 and a
company registered in England with number 2742969, whose registered
office is 215 Euston Road, London, NW1 2BE.
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