The table below looks at the statistics for HBase skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited HBase over the 3 months to 1 July 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Apache HBase
Rank 487 551 543
Rank change year-on-year
+64 -8
Contract jobs citing HBase 126 66 46
As % of all contract IT jobs located in England 0.26% 0.13% 0.094%
As % of the Database & Business Intelligence category 1.18% 0.55% 0.42%
Number of daily rates quoted 76 42 22
Median daily rate £550 £580 £538
Median daily rate % change year-on-year
-5.17% +7.90%
90% offered a daily rate of more than £393 £451 £425
10% offered a daily rate of more than £700 £675 £623
UK excluding London median daily rate £475 £563 £520
% change year-on-year
-15.55% +8.17%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -
HBase
UK

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in contract jobs advertised in the England region.

Database & Business Intelligence Category
England
Contract IT job ads with a match in the
Database & Business Intelligence category
10720 12030 11017
As % of all contract IT jobs located in England 21.86% 23.60% 22.58%
Number of daily rates quoted 7332 7976 6963
Median daily rate £425 £400 £400
Median daily rate % change year-on-year
+6.25% -
90% offered a daily rate of more than £300 £280 £270
10% offered a daily rate of more than £585 £550 £550
UK excluding London median daily rate £375 £355 £350
% change year-on-year
+5.63% +1.42%
Number of hourly rates quoted 183 185 186
Median hourly rate £30.00 £26.75 £28.50
Median hourly rate % change year-on-year
+12.14% -6.14%
90% offered a hourly rate of more than £12.33 £15.68 £13.50
10% offered a hourly rate of more than £49.00 £52.17 £52.50
UK excluding London median hourly rate £31.59 £28.13 £29.50
% change year-on-year
+12.30% -4.66%

HBase
Jobs Demand Trend in England

The demand trend of contract jobs across the England region citing HBase as a proportion of all IT contracts with a match in the Database & Business Intelligence category.

HBase Jobs Demand Trend in England

HBase
Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing HBase across the England region.

HBase Daily Rate Trend in England

HBase
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing HBase across the England region over the 3 months to 1 July 2016.

HBase Daily Rate Histogram in England

HBase
Hourly Rate Trend in England

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing HBase across the England region.

HBase Hourly Rate Trend in England

HBase
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing HBase within the England region over the 3 months to 1 July 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +3 72 £600 +1.69% 15
South East +33 31 £425 -19.04% 4
Yorkshire - 7 £530 - 2
South West - 7 £475 -
West Midlands - 4 £513 - 1
East Midlands - 2 £425 -
East of England - 2 - - 1
North West -6 1 - -
North East - 1 £700 -
HBase
UK

HBase
Top 30 Related IT Skills in England

For the 6 months to 1 July 2016, IT contractor jobs citing HBase also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the England region with a requirement for HBase.

1 267 (89.00%) Hadoop
2 199 (66.33%) Apache Hive
3 183 (61.00%) Java
4 181 (60.33%) Big Data
5 131 (43.67%) SQL
5 131 (43.67%) Agile Software Development
6 118 (39.33%) Apache Spark
7 97 (32.33%) Oracle
8 93 (31.00%) Linux
9 92 (30.67%) NoSQL
10 91 (30.33%) Scala
10 91 (30.33%) Finance
11 87 (29.00%) MongoDB
12 86 (28.67%) Apache Cassandra
13 75 (25.00%) Python
13 75 (25.00%) Business Intelligence
14 70 (23.33%) Apache Pig
15 67 (22.33%) MapReduce
15 67 (22.33%) Unix
16 66 (22.00%) Open Source
17 65 (21.67%) Shell Script
18 64 (21.33%) Data Modelling
19 62 (20.67%) Data Warehouse
19 62 (20.67%) Kafka
19 62 (20.67%) Analytical Skills
20 54 (18.00%) Tableau
21 52 (17.33%) Informatica
22 50 (16.67%) Analytics
22 50 (16.67%) HDFS
23 49 (16.33%) Banking

HBase
Top Related IT Skills in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 118 (39.33%) Apache Spark
2 70 (23.33%) Apache Pig
3 48 (16.00%) Apache
4 47 (15.67%) SAS
5 25 (8.33%) Tomcat
6 19 (6.33%) Oracle HTTP Server
6 19 (6.33%) WebSphere
7 17 (5.67%) IIS
8 16 (5.33%) Oracle Coherence
9 14 (4.67%) Elasticsearch
10 10 (3.33%) Apache Solr
11 8 (2.67%) Confluence
12 2 (0.67%) SharePoint
13 1 (0.33%) Alfresco
13 1 (0.33%) CMS
13 1 (0.33%) DNN
13 1 (0.33%) JBoss
13 1 (0.33%) OpenStack
Applications
1 13 (4.33%) SPSS
2 12 (4.00%) Stata
3 7 (2.33%) MS Excel
4 2 (0.67%) MS Office
4 2 (0.67%) MS Visio
Business Applications
1 1 (0.33%) RMDS
Cloud Services
1 27 (9.00%) Amazon AWS
2 5 (1.67%) Amazon EC2
3 3 (1.00%) Amazon S3
3 3 (1.00%) Microsoft Azure
4 2 (0.67%) Amazon EMR
4 2 (0.67%) IaaS
5 1 (0.33%) Amazon Kinesis
5 1 (0.33%) AWS OpsWorks
5 1 (0.33%) Cloud Computing
5 1 (0.33%) Heroku
5 1 (0.33%) PaaS
5 1 (0.33%) SaaS
Communications & Networking
1 19 (6.33%) Fibre Channel
1 19 (6.33%) HTTP
1 19 (6.33%) LAN
1 19 (6.33%) NAS
1 19 (6.33%) SAN
1 19 (6.33%) WAN
2 17 (5.67%) FCoE
2 17 (5.67%) iSCSI
3 16 (5.33%) Multicast
4 7 (2.33%) Kerberos
5 5 (1.67%) DSL
5 5 (1.67%) LDAP
6 4 (1.33%) DNS
7 3 (1.00%) FCAPS
7 3 (1.00%) Internet
8 2 (0.67%) TCP/IP
9 1 (0.33%) Wireshark
Database & Business Intelligence
1 267 (89.00%) Hadoop
2 199 (66.33%) Apache Hive
3 181 (60.33%) Big Data
4 92 (30.67%) NoSQL
5 87 (29.00%) MongoDB
6 86 (28.67%) Apache Cassandra
7 62 (20.67%) Data Warehouse
8 43 (14.33%) PostgreSQL
9 41 (13.67%) Pentaho
9 41 (13.67%) SQL Server
10 40 (13.33%) Enterprise Data Warehouse
11 35 (11.67%) BusinessObjects
12 34 (11.33%) Relational Database
13 27 (9.00%) Impala
14 26 (8.67%) MySQL
14 26 (8.67%) RDBMS
15 24 (8.00%) Neo4j
16 23 (7.67%) Sqoop
17 22 (7.33%) Data Mining
18 17 (5.67%) CouchDB
Development Applications
1 35 (11.67%) ERwin
2 18 (6.00%) JIRA
3 16 (5.33%) Git (software)
3 16 (5.33%) Jenkins
4 13 (4.33%) Maven
5 12 (4.00%) JUnit
6 11 (3.67%) Mockito
7 9 (3.00%) Cucumber
8 8 (2.67%) Ant
9 7 (2.33%) Geb
9 7 (2.33%) IntelliJ
9 7 (2.33%) Spock
9 7 (2.33%) TestNG
10 6 (2.00%) Atlassian Bamboo
10 6 (2.00%) Gradle
10 6 (2.00%) Visual Studio
11 5 (1.67%) MSBuild
11 5 (1.67%) NUnit
11 5 (1.67%) Team Foundation Server
12 4 (1.33%) Eclipse
General
1 91 (30.33%) Finance
2 49 (16.33%) Banking
3 7 (2.33%) Retail
4 6 (2.00%) Investment Banking
5 5 (1.67%) Front Office
6 4 (1.33%) Telecoms
7 2 (0.67%) Games
8 1 (0.33%) Legal
8 1 (0.33%) Marketing
8 1 (0.33%) Pharmaceutical
Job Titles
1 123 (41.00%) Developer
2 79 (26.33%) Architect
3 56 (18.67%) Big Data Developer
4 48 (16.00%) Hadoop Developer
5 38 (12.67%) Data Architect
5 38 (12.67%) Data Engineer
6 37 (12.33%) Java Developer
7 33 (11.00%) Big Data Engineer
8 27 (9.00%) Enterprise Architect
9 21 (7.00%) Big Data Architect
10 20 (6.67%) Infrastructure Architect
11 19 (6.33%) Senior Developer
12 18 (6.00%) Hadoop Engineer
13 17 (5.67%) Scala Developer
13 17 (5.67%) Solutions Architect
14 15 (5.00%) Enterprise Data Architect
14 15 (5.00%) Hadoop Architect
14 15 (5.00%) Java Hadoop Developer
14 15 (5.00%) Senior Architect
15 13 (4.33%) Senior Enterprise Architect
Libraries, Frameworks & Software Standards
1 62 (20.67%) Kafka
2 36 (12.00%) HTML
3 26 (8.67%) Web Services
3 26 (8.67%) XML
4 23 (7.67%) Spring
5 21 (7.00%) REST
6 19 (6.33%) Middleware
7 17 (5.67%) CSS
8 16 (5.33%) Rendezvous
9 15 (5.00%) SOAP
9 15 (5.00%) XSLT
10 14 (4.67%) RESTful
10 14 (4.67%) Spark Streaming
11 13 (4.33%) Hibernate
12 12 (4.00%) Ruby on Rails
13 11 (3.67%) JSON
14 10 (3.33%) Apache Avro
14 10 (3.33%) Grails
15 9 (3.00%) Cascading
16 8 (2.67%) Spring Boot
Miscellaneous
1 62 (20.67%) Analytical Skills
2 42 (14.00%) Visualisation
3 31 (10.33%) Algorithms
4 18 (6.00%) Data Integration
5 15 (5.00%) Management Information System
6 12 (4.00%) Performance Metrics
7 9 (3.00%) Computer Science
7 9 (3.00%) Reference Data
8 7 (2.33%) Clustering
9 6 (2.00%) Data Structures
10 5 (1.67%) Data Centre
10 5 (1.67%) Enterprise Software
10 5 (1.67%) Fintech
11 2 (0.67%) Hedge funds
11 2 (0.67%) Mathematics
11 2 (0.67%) Neural Network
11 2 (0.67%) Online Banking
11 2 (0.67%) Smart Energy
11 2 (0.67%) Statistics
11 2 (0.67%) Wiki
Operating Systems
1 93 (31.00%) Linux
2 67 (22.33%) Unix
3 25 (8.33%) Windows
4 19 (6.33%) Solaris
5 13 (4.33%) Ubuntu
6 11 (3.67%) Red Hat Enterprise Linux
7 10 (3.33%) CentOS
8 4 (1.33%) Mesosphere
9 1 (0.33%) AIX
9 1 (0.33%) SUSE
9 1 (0.33%) Windows 2000
9 1 (0.33%) Windows XP
9 1 (0.33%) zOS
Processes & Methodologies
1 131 (43.67%) Agile Software Development
2 75 (25.00%) Business Intelligence
3 67 (22.33%) MapReduce
4 66 (22.00%) Open Source
5 64 (21.33%) Data Modelling
6 50 (16.67%) Analytics
7 48 (16.00%) ETL
8 43 (14.33%) Data Architecture
9 40 (13.33%) Continuous Integration
10 38 (12.67%) Data Visualisation
10 38 (12.67%) TDD
11 37 (12.33%) Scrum
12 23 (7.67%) Continuous Delivery
13 22 (7.33%) Data Analysis
13 22 (7.33%) Functional Programming
14 21 (7.00%) BDD
15 19 (6.33%) DevOps
15 19 (6.33%) Unit Testing
16 18 (6.00%) Performance Tuning
16 18 (6.00%) Release Management
Programming Languages
1 183 (61.00%) Java
2 131 (43.67%) SQL
3 91 (30.33%) Scala
4 75 (25.00%) Python
5 65 (21.67%) Shell Script
6 34 (11.33%) JavaScript
7 28 (9.33%) R
8 21 (7.00%) Ruby
9 19 (6.33%) C++
9 19 (6.33%) Perl
10 15 (5.00%) PHP
10 15 (5.00%) PL/SQL
11 13 (4.33%) MATLAB
12 12 (4.00%) Groovy
12 12 (4.00%) SPARQL
13 7 (2.33%) Bash Shell
14 6 (2.00%) C#
14 6 (2.00%) XAML
15 5 (1.67%) C
16 4 (1.33%) TypeScript
Qualifications
1 29 (9.67%) Security Cleared
2 16 (5.33%) Degree
3 11 (3.67%) SC Cleared
4 7 (2.33%) DV Cleared
5 5 (1.67%) BPSS Clearance
6 1 (0.33%) BC Cleared
Quality Assurance & Compliance
1 15 (5.00%) Data Quality
2 4 (1.33%) QA
3 2 (0.67%) Disclosure Scotland
4 1 (0.33%) HMG Security Policy Framework
System Software
1 50 (16.67%) HDFS
2 45 (15.00%) Apache Flume
3 19 (6.33%) Hyper-V
3 19 (6.33%) NFS
3 19 (6.33%) SRDF
3 19 (6.33%) VMware Infrastructure
4 18 (6.00%) KVM
4 18 (6.00%) Xen
5 17 (5.67%) Oracle RAC
6 7 (2.33%) Docker
7 6 (2.00%) Apache ZooKeeper
8 3 (1.00%) Active Directory
9 2 (0.67%) Tivoli Workload Scheduler
10 1 (0.33%) Virtual Machines
Systems Management
1 19 (6.33%) Oozie
2 18 (6.00%) Hadoop YARN
3 17 (5.67%) Puppet
4 15 (5.00%) Opscode Chef
5 11 (3.67%) Ambari
5 11 (3.67%) Ansible
6 5 (1.67%) Kubernetes
7 3 (1.00%) Control-M
7 3 (1.00%) Ganglia
7 3 (1.00%) Nagios
8 2 (0.67%) Tivoli
8 2 (0.67%) ZABBIX
9 1 (0.33%) Graphite
9 1 (0.33%) HP Quality Center
9 1 (0.33%) logstash
9 1 (0.33%) Mesos
9 1 (0.33%) OpenAM
9 1 (0.33%) Perfmon
Vendors
1 97 (32.33%) Oracle
2 54 (18.00%) Tableau
3 52 (17.33%) Informatica
4 48 (16.00%) Cloudera
5 32 (10.67%) CA
6 22 (7.33%) IBM
7 19 (6.33%) Cisco
7 19 (6.33%) EMC
7 19 (6.33%) Hortonworks
7 19 (6.33%) Intel
7 19 (6.33%) NetApp
7 19 (6.33%) VMware
8 18 (6.00%) Sybase
9 16 (5.33%) DataSynapse
9 16 (5.33%) TIBCO
10 15 (5.00%) Teradata
11 9 (3.00%) Red Hat
12 6 (2.00%) Microsoft
13 5 (1.67%) Cognos
13 5 (1.67%) SAP
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