Too many companies do 'big data', as it's currently a hype.<p>In most cases hadoop is total overkill -- developers don't understand how to reduce problems, might have never heard of sampling, good data-structures, know your problem, etc.<p>For sure, there are valid use scenarios for map reduce/hadoop, etc. but in many cases it's a big waste of money.