The majority of my work in the last three years or so has been all about receiving, getting, pushing, pulling, and generally wrangling streams of data (mostly social data) for the purposes of analytics, comparison, or saving across a broad range of products and services for startups (one of my own) and fortune 500 companies. It's been keeping me busy. All of this for the ultimate reason of helping businesses make better and more well informed decisions about products, services, and more.
During this time I and my colleagues have developed the relationships, partnerships, technology stacks, and processes necessary to deliver these types of applications very quickly and at a high quality level. This has been fun all in all and something for which demand seems to be growing quickly.
To give a sense of the technology "stack" I've mostly settled on for solving these types of problems we are using:
Languages: Scala, Java, Node.js, PHP, Ruby
Frameworks: Symfony2, Play2.0, express.js, twitter bootstrap
Data Store: MySQL, MongoDB, Riak, Redis
Infrastructure: Amazon Web Services
Orchestration: Chef, Custom Scripting, AWS Cloud Formation
That's just a high level snapshot of course, there are a lot of details down inside each of those items from favored libraries to DB clients, and configuration management frameworks.
The best part for me is that it seems like for the first time in a long time many buisinesses seem to understand and believe in the value of the application of technology to solving business problems as a first order task.
The drive for big data aggregation and analytics is a natural evolution of the the maturation of cloud computing as both a technology and a service/process. The continued evolution of programming languages, application frameworks, and even the general understanding of distributed service oriented architectures and how to program REST API's is all improving as such an incredible rate that it's just an awesome time to be creating software.
So much of what we are doing now has been "around" in one form or another for a long time. The science in computer science laid the foundations quite some time ago. It's only now that so much is becomming so accessible and the information on how to use all these tools is readily available.
I read a recent article/survey posted to Forbes.com that said the cloud is still three years away from it's full impact. The first cloud camp, where I did a session on developing for the cloud, was in 2008. That's only four years ago and look how much has changed! Awesome.
From where I sit, this is an exciting time with nearly unlimited possibilties. Ideas are critical. Exececution is just as important. If you want to talk about any of these things I'm usually found either in San Francisco or San Rafael so let's chat! Good times!!
The Quantified Self North Bay Meetup Group http://bit.ly/11fe6vb will be meeting on Februay 26th, 2013 for it's 3rd scheduled meetup.