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

  1. 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 ...

  2. 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 ...

  3. 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 ...

  4. 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 ...

  5. 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 ...

  6. 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 ...

  7. 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 ...

  8. Python:struct模块的pack、unpack

    mport struct pack.unpack.pack_into.unpack_from 1 # ref: http://blog.csdn<a href="http://lib. ...

  9. [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

  1. json中文编码问题

    在和微信接口交互的过程中需要传参json而里面有中文的存在,所以json_encode($data)编码后会形成 {"group":{"name":" ...

  2. pgsql自动安装shell脚本整理

    前面不断在vm虚拟机上测试pgsql,发觉安装还是有些麻烦的. 所以就收集了一些 1,http://www.davidghedini.com/pg/entry/postgresql_9_5_scrip ...

  3. CSDN上最火的android项目

    CSDN上最火的android项目 直接拿来用!最火的Android开源项目(二) 直接拿来用最火的android开源项目(1)

  4. SSH开源框架考试题

    一.选择题 1.不属于Action接口中定义的字符串常量的是____B___. A.SUCCESS                              B.FAILURE C.ERROR     ...

  5. foreach -begin -process -end

    gc d:\vm.txt|foreach  -begin {write-host "It's beginning."}  -process {$_ +"aa"} ...

  6. android Fragments详解六:处理fragement的生命周期

    把条目添加到动作栏 你的fragment们可以向activity的菜单(按Manu键时出现的东西)添加项,同时也可向动作栏(界面中顶部的那个区域)添加条目,这都需通过实现方法onCreateOptio ...

  7. SQL Server 优化器+SQL 基础

    http://www.cnblogs.com/shanksgao/tag/%E4%BC%98%E5%8C%96%E5%99%A8/ http://www.cnblogs.com/double-K/ca ...

  8. 3行3列表格 table实现,div+css实现

    table实现: <!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://ww ...

  9. NodeJs读取源代码使用的字符集

    今天用NodeJs写了个简单的客户端/服务器程序,并让客户端向服务器发送汉字.当在Windows上执行客户端时,发现服务器端打印的接收到的数据是乱码.后来发现Windows上的客户端文件的储存编码方案 ...

  10. 获取IMEI码

    核心代码: Imei = ((TelephonyManager) getSystemService(TELEPHONY_SERVICE)).getDeviceId(); 1.加入权限 在manifes ...