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 27 May 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
27 May 2016
Same period 2015 Same period 2014
Apache HBase
Rank 461 528 563
Rank change year-on-year
+67 +35
Contract jobs citing HBase 168 78 34
As % of all contract IT jobs located in England 0.34% 0.16% 0.071%
As % of the Database & Business Intelligence category 1.54% 0.68% 0.31%
Number of daily rates quoted 118 60 23
Median daily rate £600 £590 £520
Median daily rate % change year-on-year
+1.69% +13.46%
90% offered a daily rate of more than £450 £449 £425
10% offered a daily rate of more than £800 £725 £645
UK excluding London median daily rate £725 £700 £498
% change year-on-year
+3.57% +40.70%
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
10917 11433 10863
As % of all contract IT jobs located in England 21.81% 23.14% 22.62%
Number of daily rates quoted 7490 7578 7030
Median daily rate £425 £400 £398
Median daily rate % change year-on-year
+6.25% +0.62%
90% offered a daily rate of more than £300 £285 £270
10% offered a daily rate of more than £600 £570 £538
UK excluding London median daily rate £388 £365 £350
% change year-on-year
+6.16% +4.28%
Number of hourly rates quoted 158 161 186
Median hourly rate £31.90 £22.85 £32.00
Median hourly rate % change year-on-year
+39.60% -28.59%
90% offered a hourly rate of more than £13.90 £15.15 £13.50
10% offered a hourly rate of more than £48.60 £47.50 £55.00
UK excluding London median hourly rate £32.66 £23.00 £31.50
% change year-on-year
+41.97% -26.98%

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 27 May 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 27 May 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 +44 122 £600 +1.69% 15
Yorkshire - 31 £735 - 2
South East -11 7 £373 -50.33% 6
North East - 6 £750 -
East of England +10 3 £750 - 1
West Midlands -11 1 £375 -18.91% 1
North West -12 1 £650 -
HBase
UK

HBase
Top 30 Related IT Skills in England

For the 6 months to 27 May 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.

1 256 (91.76%) Hadoop
2 190 (68.10%) Apache Hive
3 167 (59.86%) Big Data
4 165 (59.14%) Java
5 120 (43.01%) Agile Software Development
6 116 (41.58%) SQL
7 102 (36.56%) Apache Spark
8 88 (31.54%) Oracle
9 82 (29.39%) MongoDB
10 78 (27.96%) Scala
10 78 (27.96%) Python
11 77 (27.60%) Finance
12 75 (26.88%) Business Intelligence
12 75 (26.88%) NoSQL
13 70 (25.09%) Kafka
14 69 (24.73%) Data Modelling
15 67 (24.01%) Linux
16 66 (23.66%) Data Warehouse
16 66 (23.66%) Analytical Skills
17 65 (23.30%) Apache Pig
17 65 (23.30%) Apache Cassandra
17 65 (23.30%) Open Source
17 65 (23.30%) Unix
18 58 (20.79%) Shell Script
18 58 (20.79%) Tableau
19 54 (19.35%) Informatica
20 53 (19.00%) MapReduce
21 49 (17.56%) Visualisation
21 49 (17.56%) SAS
22 47 (16.85%) PostgreSQL

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
1 102 (36.56%) Apache Spark
2 65 (23.30%) Apache Pig
3 49 (17.56%) SAS
4 42 (15.05%) Apache
5 16 (5.73%) Tomcat
6 12 (4.30%) Confluence
6 12 (4.30%) Elasticsearch
7 11 (3.94%) Oracle HTTP Server
8 10 (3.58%) IIS
8 10 (3.58%) WebSphere
9 9 (3.23%) Oracle Coherence
10 7 (2.51%) Apache Solr
11 4 (1.43%) JBoss
12 2 (0.72%) DNN
13 1 (0.36%) Alfresco
13 1 (0.36%) Node.js
13 1 (0.36%) OpenStack
Applications
1 12 (4.30%) SPSS
1 12 (4.30%) Stata
2 3 (1.08%) MS Visio
3 2 (0.72%) MS Excel
4 1 (0.36%) MS Office
Business Applications
1 1 (0.36%) RMDS
Cloud Services
1 23 (8.24%) Amazon AWS
2 5 (1.79%) Amazon EC2
3 4 (1.43%) IaaS
4 3 (1.08%) Amazon S3
4 3 (1.08%) Microsoft Azure
5 2 (0.72%) Heroku
5 2 (0.72%) SaaS
6 1 (0.36%) Amazon EMR
6 1 (0.36%) Amazon Kinesis
6 1 (0.36%) AWS OpsWorks
6 1 (0.36%) PaaS
Communications & Networking
1 12 (4.30%) HTTP
2 11 (3.94%) Fibre Channel
2 11 (3.94%) LAN
2 11 (3.94%) NAS
2 11 (3.94%) SAN
2 11 (3.94%) WAN
3 10 (3.58%) FCoE
3 10 (3.58%) iSCSI
4 9 (3.23%) Multicast
5 4 (1.43%) Kerberos
6 3 (1.08%) DSL
7 2 (0.72%) Internet
8 1 (0.36%) DNS
8 1 (0.36%) TCP/IP
8 1 (0.36%) Wireshark
Database & Business Intelligence
1 256 (91.76%) Hadoop
2 190 (68.10%) Apache Hive
3 167 (59.86%) Big Data
4 82 (29.39%) MongoDB
5 75 (26.88%) NoSQL
6 66 (23.66%) Data Warehouse
7 65 (23.30%) Apache Cassandra
8 47 (16.85%) PostgreSQL
9 45 (16.13%) Enterprise Data Warehouse
10 43 (15.41%) Pentaho
11 36 (12.90%) BusinessObjects
12 31 (11.11%) SQL Server
13 25 (8.96%) Relational Database
14 23 (8.24%) Impala
15 22 (7.89%) Data Mining
15 22 (7.89%) MySQL
16 19 (6.81%) RDBMS
17 17 (6.09%) Neo4j
17 17 (6.09%) Sqoop
18 16 (5.73%) QlikView
Development Applications
1 38 (13.62%) ERwin
2 24 (8.60%) JIRA
3 19 (6.81%) Jenkins
4 16 (5.73%) Maven
5 13 (4.66%) JUnit
6 12 (4.30%) Git (software)
6 12 (4.30%) Mockito
7 11 (3.94%) Cucumber
7 11 (3.94%) Geb
7 11 (3.94%) IntelliJ
7 11 (3.94%) Spock
8 7 (2.51%) Visual Studio
9 6 (2.15%) Ant
9 6 (2.15%) Eclipse
9 6 (2.15%) MSBuild
9 6 (2.15%) NUnit
9 6 (2.15%) Team Foundation Server
10 5 (1.79%) Atlassian Bamboo
10 5 (1.79%) Gradle
10 5 (1.79%) TestNG
General
1 77 (27.60%) Finance
2 37 (13.26%) Banking
3 6 (2.15%) Investment Banking
3 6 (2.15%) Retail
4 5 (1.79%) Front Office
5 2 (0.72%) Games
5 2 (0.72%) Marketing
5 2 (0.72%) Publishing
5 2 (0.72%) Telecoms
6 1 (0.36%) Pharmaceutical
Job Titles
1 119 (42.65%) Developer
2 65 (23.30%) Architect
3 55 (19.71%) Big Data Developer
4 46 (16.49%) Hadoop Developer
5 43 (15.41%) Java Developer
6 38 (13.62%) Data Architect
7 35 (12.54%) Data Engineer
8 30 (10.75%) Big Data Engineer
9 25 (8.96%) Enterprise Architect
10 19 (6.81%) Big Data Architect
11 16 (5.73%) Java Hadoop Developer
11 16 (5.73%) Scala Developer
12 15 (5.38%) Enterprise Data Architect
12 15 (5.38%) Hadoop Engineer
12 15 (5.38%) Senior Developer
13 13 (4.66%) Hadoop Architect
13 13 (4.66%) Senior Architect
13 13 (4.66%) Solutions Architect
14 11 (3.94%) Senior Enterprise Architect
15 10 (3.58%) Services Director
Libraries, Frameworks & Software Standards
1 70 (25.09%) Kafka
2 31 (11.11%) Spring
3 25 (8.96%) HTML
3 25 (8.96%) Web Services
4 17 (6.09%) RESTful
4 17 (6.09%) XML
5 16 (5.73%) REST
6 15 (5.38%) Hibernate
7 14 (5.02%) CSS
7 14 (5.02%) Grails
8 12 (4.30%) Ruby on Rails
8 12 (4.30%) SOAP
8 12 (4.30%) Spring Boot
9 11 (3.94%) Apache Camel
9 11 (3.94%) Cascading
9 11 (3.94%) JAX-RS
9 11 (3.94%) JSON
9 11 (3.94%) Middleware
10 9 (3.23%) Rendezvous
10 9 (3.23%) Spark Streaming
Miscellaneous
1 66 (23.66%) Analytical Skills
2 49 (17.56%) Visualisation
3 32 (11.47%) Algorithms
4 19 (6.81%) Management Information System
5 18 (6.45%) Data Integration
6 12 (4.30%) Computer Science
6 12 (4.30%) Performance Metrics
7 8 (2.87%) Clustering
8 7 (2.51%) Data Structures
8 7 (2.51%) Reference Data
9 6 (2.15%) Enterprise Software
9 6 (2.15%) Fintech
10 5 (1.79%) Data Centre
11 3 (1.08%) Mathematics
11 3 (1.08%) Neural Network
11 3 (1.08%) Wiki
12 2 (0.72%) Applied Mathematics
12 2 (0.72%) Replication
12 2 (0.72%) Smart Energy
12 2 (0.72%) Statistics
Operating Systems
1 67 (24.01%) Linux
2 65 (23.30%) Unix
3 15 (5.38%) Ubuntu
3 15 (5.38%) Windows
4 13 (4.66%) CentOS
5 11 (3.94%) Solaris
6 8 (2.87%) Red Hat Enterprise Linux
7 1 (0.36%) AIX
7 1 (0.36%) SUSE
7 1 (0.36%) Windows 2000
7 1 (0.36%) Windows XP
7 1 (0.36%) zOS
Processes & Methodologies
1 120 (43.01%) Agile Software Development
2 75 (26.88%) Business Intelligence
3 69 (24.73%) Data Modelling
4 65 (23.30%) Open Source
5 53 (19.00%) MapReduce
6 43 (15.41%) Analytics
6 43 (15.41%) Data Architecture
6 43 (15.41%) ETL
7 42 (15.05%) Data Visualisation
8 41 (14.70%) Continuous Integration
9 39 (13.98%) TDD
10 31 (11.11%) Scrum
11 26 (9.32%) Continuous Delivery
12 21 (7.53%) BDD
13 20 (7.17%) Unit Testing
14 19 (6.81%) Data Management
14 19 (6.81%) Functional Programming
15 18 (6.45%) Data Analysis
16 17 (6.09%) Information Management
16 17 (6.09%) Multithreading
Programming Languages
1 165 (59.14%) Java
2 116 (41.58%) SQL
3 78 (27.96%) Python
3 78 (27.96%) Scala
4 58 (20.79%) Shell Script
5 33 (11.83%) R
6 28 (10.04%) JavaScript
7 24 (8.60%) C++
8 22 (7.89%) Ruby
9 15 (5.38%) PHP
10 14 (5.02%) Groovy
10 14 (5.02%) Perl
11 13 (4.66%) MATLAB
11 13 (4.66%) PL/SQL
12 10 (3.58%) SPARQL
13 9 (3.23%) Bash Shell
14 7 (2.51%) C#
14 7 (2.51%) XAML
15 6 (2.15%) HiveQL
16 5 (1.79%) sed
Qualifications
1 30 (10.75%) Security Cleared
2 20 (7.17%) Degree
3 15 (5.38%) SC Cleared
4 9 (3.23%) DV Cleared
5 6 (2.15%) BPSS Clearance
6 1 (0.36%) BC Cleared
Quality Assurance & Compliance
1 13 (4.66%) Data Quality
2 8 (2.87%) QA
3 2 (0.72%) Disclosure Scotland
4 1 (0.36%) HMG Security Policy Framework
System Software
1 47 (16.85%) HDFS
2 33 (11.83%) Apache Flume
3 11 (3.94%) Hyper-V
3 11 (3.94%) NFS
3 11 (3.94%) SRDF
3 11 (3.94%) VMware Infrastructure
4 10 (3.58%) KVM
4 10 (3.58%) Oracle RAC
4 10 (3.58%) Xen
5 5 (1.79%) Apache ZooKeeper
6 2 (0.72%) Docker
7 1 (0.36%) Tivoli Workload Scheduler
Systems Management
1 17 (6.09%) Puppet
2 16 (5.73%) Opscode Chef
3 13 (4.66%) Oozie
4 12 (4.30%) Ambari
5 10 (3.58%) Ansible
6 5 (1.79%) Hadoop YARN
7 2 (0.72%) Ganglia
7 2 (0.72%) Kubernetes
7 2 (0.72%) Mesos
7 2 (0.72%) Nagios
8 1 (0.36%) Graphite
8 1 (0.36%) HP Quality Center
8 1 (0.36%) logstash
8 1 (0.36%) OpenAM
8 1 (0.36%) Perfmon
8 1 (0.36%) Salt
8 1 (0.36%) Tivoli
Vendors
1 88 (31.54%) Oracle
2 58 (20.79%) Tableau
3 54 (19.35%) Informatica
4 39 (13.98%) Cloudera
5 35 (12.54%) CA
6 17 (6.09%) Hortonworks
7 15 (5.38%) Teradata
8 12 (4.30%) IBM
9 11 (3.94%) Cisco
9 11 (3.94%) EMC
9 11 (3.94%) Intel
9 11 (3.94%) NetApp
9 11 (3.94%) Sybase
9 11 (3.94%) VMware
10 9 (3.23%) DataSynapse
10 9 (3.23%) TIBCO
11 8 (2.87%) Microsoft
12 6 (2.15%) Cognos
12 6 (2.15%) Red Hat
12 6 (2.15%) SaltStack
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