Hadoop, Python, and NoSQL lead the pack for big data jobs
Hadoop, Python, and NoSQL lead the pack for big data jobs
Rise in cloud-based analytics could increase demand for employees with more diversified skill sets
The demand for job skills related to data processing -- NoSQL, Apache Hadoop, Python, and a smattering of other such skills -- has hit all-time highs, according to statistics collected by tech job site Dice.com. The biggest gains, though, are for all things NoSQL.
Dice claims the number of job postings for "NoSQL experts" -- those with experience in unstructured data systems like MongoDB -- has risen 54 percent since last year. Other, related skills, such as Apache Hadoop and Python, have also posted significant year-over-year gains (43 percent and 16 percent, respectively). Python has become one of the big go-to languages for data processing, thanks to its simplicity and its wide selection of data-processing libraries.
Indeed.com and its Job Trends graph provide more details about which big data skills were most in demand. Indeed.com's stats show MongoDB is the most commonly mentioned of the NoSQL variants in job listings, with 4,979 entries as of this writing. Couchbase, Redis, and CouchDB are the three next most common NoSQL variants, with Riak, Hbase, Neo4j, and ElasticSearch all trailing far behind.
When comparing MongoDB, Python, and Hadoop, Python is by far the most in-demand of the three, with some 27,000 jobs. However, Python developer jobs cover a great deal more than just big data, as expertise in Python can be applied to a broader range of jobs than MongoDB and Hadoop.
That said, the more analytics-related skills appear to command slightly higher pay. Indeed.com estimates that the majority of MongoDB jobs start somewhere north of $60,000, while with Python and Hadoop the majority of the pay is in the $50,000 and up range.
Other, more generic job requests related to big data are also up, with the term "big data" showing a major surge in appearances -- up 46 percent year-over-year. Generic requests for expertise in SaaS and cloud are also up, by 20 percent and 27 percent, respectively. Dice claims one side effect of a rise in cloud-based analytics is a growing demand for employees with multiple skills in this category -- for example, both Hadoop and cloud storage.
Michael Rappa, creator of the first academic program devoted to data analytics, made a similar observation when InfoWorld spoke to him about big data jobs in 2012. Rappa's take at the time was that big data wasn't "a new specialty or suite of tools we have to train people into," but rather a "new organizational reality that everyone will need to adjust to occupationally," where multiple occupations across an organization would require new awareness of how to work with big data.
This story, "Hadoop, Python, and NoSQL lead the pack for big data jobs" was originally published by InfoWorld .
Hadoop, Python, and NoSQL lead the pack for big data jobs的更多相关文章
- python 内存NoSQL数据库
python 内存NoSQL数据库 来自于网络,经过修改,秉承Open Source精神,回馈网络! #!/usr/bin/python #-*- coding: UTF-8 -*- # # memd ...
- Python爬虫学习:四、headers和data的获取
之前在学习爬虫时,偶尔会遇到一些问题是有些网站需要登录后才能爬取内容,有的网站会识别是否是由浏览器发出的请求. 一.headers的获取 就以博客园的首页为例:http://www.cnblogs.c ...
- hadoop datanode启动失败(All directories in dfs.data.dir are invalid)
由于hadoop节点的磁盘满了,导致节点死掉,今天对其进行扩容.首先,将原节点的数据拷贝到目标节点下,从而避免数据的丢失,但是在执行hadoop_daemon.sh start datanode后没有 ...
- Python学习——struct模块的pack、unpack示例
he struct module includes functions for converting between strings of bytes and native Python data t ...
- Python使用struct处理二进制(pack和unpack用法)
转载自:http://www.cnblogs.com/gala/archive/2011/09/22/2184801.html 这篇文章写的很好,所以无耻的转了.. 有的时候需要用python处理二进 ...
- Python学习笔记 - day12 - Python操作NoSQL
NoSQL(非关系型数据库) NoSQL,指的是非关系型的数据库.NoSQL有时也称作Not Only SQL的缩写,是对不同于传统的关系型数据库的数据库管理系统的统称.用于超大规模数据的存储.(例如 ...
- Python操作nosql数据库之redis
一.NoSQL的操作 NoSQL,泛指非关系型的数据库.随着互联网web2.0网站的兴起,传统的关系数据库在应付web2.0网站,特别是超大规模和高并发的SNS类型的web2.0纯动态网站已经显得力不 ...
- Python:struct模块的pack、unpack
mport struct pack.unpack.pack_into.unpack_from 1 # ref: http://blog.csdn<a href="http://lib. ...
- [Python] How to unpack and pack collection in Python?
It is a pity that i can not add the video here. As a result, i offer the link as below: How to unpa ...
随机推荐
- PAT 1016. Phone Bills
A long-distance telephone company charges its customers by the following rules: Making a long-distan ...
- Java分布式优秀资源集合
这里充分尊重原作者的版本,学习了知识要感激原博主 Runnable.Callable.Executor.Future.FutureTask关系解读 http://blog.csdn.net/zhang ...
- 将内容重定向到剪切板(clip.exe)
Add-Type -Assembly PresentationCore[Windows.Clipboard]::SetText("abc中文def")先用 $output | Ou ...
- Bison executable not found in PATH by mysql install
[root@luozhonghua mysql-5.5.21]# cmake . -DCMAKE_INSTALL_PREFIX=/usr/local/mysql -DMYSQL_DATADIR=/d ...
- [Webpack 2] Polyfill Promises for Webpack 2
If you're going to use code splitting with Webpack 2, you'll need to make sure the browser has suppo ...
- 项目中发现的一些关于JavaScript中JSON的注意点
一个是怎样创建JSON: var obj = {}; obj['name'] = value; obj['anotherName'] = anotherValue; 假设要创建多级的JSON,则: i ...
- 打造强势智能手表平台:Testin云測携手索尼招募全球开发人员
打造强势智能手表平台:Testin云測携手索尼招募全球开发人员 2014/10/27 · Testin · 业界资讯 日前,全球最大的移动游戏.应用真机和用户云測试平台Testin云測宣布联手索尼公司 ...
- pcap 安装(debian7 linux) qt 使用pcap.h
安装方法一.sudo apt-get install libpcap-dev 安装方法二. 去http://www.tcpdump.org/下载最新的libpcap.tar.gz包 解压以后 ./co ...
- Android开发之使用广播监听网络状态变化
我们经常需要判断网络状态的变化,如有无网络,所以需要监听网络状态的变化,比如网络断开,网络连接给予友好提示.如何监听网络状态的变化呢,最近工作中需要用到这个,于是就用广播机制来实现了网络状态的监听. ...
- VS2010调试多进程--医疗His调试中使用
有些时候碰到自己开发的程序嵌入到别人的框架中,而在接口的地方出了问题,而又不方便将自己的模快加入到别人的工程中这个时候VS的附加到进程调试变得不可或缺了,直奔主题 http://msdn.micros ...