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 30 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
30 Jul 2016
Same period 2015 Same period 2014
Apache HBase
Rank 468 561 544
Rank change year-on-year
+93 -17
Contract jobs citing HBase 153 77 55
As % of all contract IT jobs located in England 0.31% 0.15% 0.11%
As % of the Database & Business Intelligence category 1.37% 0.64% 0.50%
Number of daily rates quoted 77 42 31
Median daily rate £525 £525 £550
Median daily rate % change year-on-year
- -4.54%
90% offered a daily rate of more than £400 £425 £450
10% offered a daily rate of more than £660 £650 £775
UK excluding London median daily rate £438 £525 £520
% change year-on-year
-16.66% +0.96%
Number of hourly rates quoted 0 1 0
Median hourly rate - £33.55 -
UK excluding London median hourly rate - £33.55 -
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
11174 12003 11023
As % of all contract IT jobs located in England 22.44% 23.21% 22.30%
Number of daily rates quoted 7541 7962 6937
Median daily rate £425 £400 £400
Median daily rate % change year-on-year
+6.25% -
90% offered a daily rate of more than £300 £288 £270
10% offered a daily rate of more than £575 £550 £550
UK excluding London median daily rate £375 £363 £350
% change year-on-year
+3.44% +3.57%
Number of hourly rates quoted 191 182 184
Median hourly rate £31.25 £26.25 £28.00
Median hourly rate % change year-on-year
+19.04% -6.25%
90% offered a hourly rate of more than £12.50 £15.95 £13.00
10% offered a hourly rate of more than £49.00 £52.17 £52.95
UK excluding London median hourly rate £28.50 £28.06 £28.50
% change year-on-year
+1.55% -1.53%

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 30 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 30 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 -9 66 £575 +6.97% 12
South East +58 45 £425 -19.04% 3
Yorkshire +16 18 £530 +0.95%
South West - 12 £400 - 1
East Midlands +4 4 £425 -
East of England - 4 £400 -
West Midlands -24 3 £519 -
North East - 1 £700 -
North West - 1 - -
HBase
UK

HBase
Top 30 Related IT Skills in England

For the 6 months to 30 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.

1 303 (89.38%) Hadoop
2 217 (64.01%) Apache Hive
3 215 (63.42%) Java
4 205 (60.47%) Big Data
5 160 (47.20%) Apache Spark
6 145 (42.77%) Agile Software Development
7 144 (42.48%) SQL
8 120 (35.40%) Scala
9 106 (31.27%) Finance
10 105 (30.97%) Linux
11 98 (28.91%) NoSQL
12 95 (28.02%) Oracle
13 94 (27.73%) MongoDB
14 88 (25.96%) Apache Cassandra
15 82 (24.19%) Kafka
16 81 (23.89%) Apache Pig
17 78 (23.01%) Business Intelligence
18 75 (22.12%) Python
19 74 (21.83%) Open Source
20 72 (21.24%) Data Modelling
21 71 (20.94%) MapReduce
22 69 (20.35%) Unix
23 67 (19.76%) Shell Script
24 65 (19.17%) Data Warehouse
25 63 (18.58%) HDFS
26 60 (17.70%) Analytical Skills
27 59 (17.40%) Apache
28 56 (16.52%) Cloudera
29 55 (16.22%) Analytics
30 54 (15.93%) Tableau

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
1 160 (47.20%) Apache Spark
2 81 (23.89%) Apache Pig
3 59 (17.40%) Apache
4 47 (13.86%) SAS
5 29 (8.55%) Tomcat
6 23 (6.78%) Elasticsearch
7 20 (5.90%) Oracle HTTP Server
7 20 (5.90%) WebSphere
8 18 (5.31%) IIS
9 17 (5.01%) Oracle Coherence
10 15 (4.42%) Confluence
11 14 (4.13%) Apache Solr
12 2 (0.59%) Cloud Foundry
12 2 (0.59%) CMS
12 2 (0.59%) GemFire
12 2 (0.59%) OpenStack
12 2 (0.59%) SharePoint
13 1 (0.29%) DNN
Applications
1 13 (3.83%) SPSS
2 12 (3.54%) Stata
3 7 (2.06%) MS Excel
4 2 (0.59%) MS Office
5 1 (0.29%) MS Visio
Business Applications
1 1 (0.29%) RMDS
Cloud Services
1 42 (12.39%) Amazon AWS
2 14 (4.13%) Microsoft Azure
3 6 (1.77%) Amazon EC2
4 4 (1.18%) Amazon S3
4 4 (1.18%) PaaS
5 3 (0.88%) Amazon EMR
6 2 (0.59%) Cloud Computing
6 2 (0.59%) GitHub
6 2 (0.59%) IaaS
7 1 (0.29%) Amazon Kinesis
7 1 (0.29%) AWS OpsWorks
7 1 (0.29%) Heroku
7 1 (0.29%) SaaS
Communications & Networking
1 20 (5.90%) Fibre Channel
1 20 (5.90%) HTTP
1 20 (5.90%) LAN
1 20 (5.90%) NAS
1 20 (5.90%) SAN
1 20 (5.90%) WAN
2 18 (5.31%) FCoE
2 18 (5.31%) iSCSI
3 17 (5.01%) Multicast
4 9 (2.65%) Kerberos
5 7 (2.06%) DSL
5 7 (2.06%) LDAP
6 6 (1.77%) DNS
7 5 (1.47%) FCAPS
8 3 (0.88%) Internet
9 2 (0.59%) TCP/IP
10 1 (0.29%) Wireshark
Database & Business Intelligence
1 303 (89.38%) Hadoop
2 217 (64.01%) Apache Hive
3 205 (60.47%) Big Data
4 98 (28.91%) NoSQL
5 94 (27.73%) MongoDB
6 88 (25.96%) Apache Cassandra
7 65 (19.17%) Data Warehouse
8 41 (12.09%) PostgreSQL
9 40 (11.80%) Pentaho
10 39 (11.50%) SQL Server
11 38 (11.21%) Enterprise Data Warehouse
12 37 (10.91%) Sqoop
13 36 (10.62%) Impala
14 35 (10.32%) Relational Database
15 34 (10.03%) BusinessObjects
16 31 (9.14%) Neo4j
17 26 (7.67%) MySQL
18 25 (7.37%) RDBMS
19 23 (6.78%) Data Mining
20 19 (5.60%) CouchDB
Development Applications
1 34 (10.03%) ERwin
2 29 (8.55%) Git (software)
3 26 (7.67%) JIRA
4 19 (5.60%) Jenkins
5 15 (4.42%) JUnit
5 15 (4.42%) Maven
6 12 (3.54%) Mockito
7 11 (3.24%) Cucumber
8 10 (2.95%) Gradle
9 9 (2.65%) Ant
9 9 (2.65%) TestNG
10 8 (2.36%) Artifactory
10 8 (2.36%) Atlassian Bamboo
11 7 (2.06%) Geb
11 7 (2.06%) IntelliJ
11 7 (2.06%) Spock
12 5 (1.47%) Eclipse
12 5 (1.47%) GitLab
13 4 (1.18%) Subversion
13 4 (1.18%) Talend Open Studio
General
1 106 (31.27%) Finance
2 49 (14.45%) Banking
3 9 (2.65%) Retail
4 7 (2.06%) Investment Banking
5 5 (1.47%) Telecoms
6 4 (1.18%) Marketing
7 3 (0.88%) Legal
8 2 (0.59%) Front Office
9 1 (0.29%) Games
Job Titles
1 143 (42.18%) Developer
2 86 (25.37%) Architect
3 61 (17.99%) Big Data Developer
4 55 (16.22%) Hadoop Developer
5 51 (15.04%) Java Developer
6 45 (13.27%) Data Architect
7 39 (11.50%) Data Engineer
8 37 (10.91%) Big Data Engineer
9 27 (7.96%) Big Data Architect
9 27 (7.96%) Enterprise Architect
10 25 (7.37%) Scala Developer
10 25 (7.37%) Senior Developer
11 21 (6.19%) Infrastructure Architect
12 20 (5.90%) Hadoop Engineer
13 19 (5.60%) Apache Spark Developer
13 19 (5.60%) Java Hadoop Developer
14 18 (5.31%) Solutions Architect
15 17 (5.01%) Hadoop Architect
16 15 (4.42%) Enterprise Data Architect
16 15 (4.42%) Senior Architect
Libraries, Frameworks & Software Standards
1 82 (24.19%) Kafka
2 40 (11.80%) HTML
3 30 (8.85%) Web Services
4 27 (7.96%) XML
5 25 (7.37%) REST
6 21 (6.19%) Middleware
6 21 (6.19%) Spark Streaming
7 20 (5.90%) Spring
8 18 (5.31%) CSS
9 17 (5.01%) Hibernate
9 17 (5.01%) Rendezvous
10 16 (4.72%) RESTful
10 16 (4.72%) XSLT
11 15 (4.42%) J2EE
12 12 (3.54%) Akka
12 12 (3.54%) Cascading
12 12 (3.54%) Ruby on Rails
13 11 (3.24%) HTML5
13 11 (3.24%) JSON
13 11 (3.24%) SOAP
Miscellaneous
1 60 (17.70%) Analytical Skills
2 40 (11.80%) Visualisation
3 35 (10.32%) Algorithms
4 20 (5.90%) Data Integration
5 14 (4.13%) Management Information System
6 12 (3.54%) Performance Metrics
7 10 (2.95%) Reference Data
8 8 (2.36%) Computer Science
9 7 (2.06%) Data Structures
9 7 (2.06%) Fintech
10 6 (1.77%) Data Centre
10 6 (1.77%) User Experience
11 5 (1.47%) Enterprise Software
11 5 (1.47%) Neural Network
11 5 (1.47%) Statistics
12 3 (0.88%) Credit Risk
12 3 (0.88%) Mathematics
13 2 (0.59%) Online Banking
13 2 (0.59%) Physics
13 2 (0.59%) Social Network
Operating Systems
1 105 (30.97%) Linux
2 69 (20.35%) Unix
3 26 (7.67%) Windows
4 20 (5.90%) Solaris
5 14 (4.13%) Ubuntu
6 10 (2.95%) Red Hat Enterprise Linux
7 9 (2.65%) CentOS
8 6 (1.77%) Mesosphere
9 1 (0.29%) AIX
9 1 (0.29%) Mac OS X
9 1 (0.29%) SUSE
9 1 (0.29%) Windows 2000
9 1 (0.29%) Windows XP
9 1 (0.29%) zOS
Processes & Methodologies
1 145 (42.77%) Agile Software Development
2 78 (23.01%) Business Intelligence
3 74 (21.83%) Open Source
4 72 (21.24%) Data Modelling
5 71 (20.94%) MapReduce
6 55 (16.22%) Analytics
7 49 (14.45%) ETL
8 46 (13.57%) Data Architecture
9 44 (12.98%) TDD
10 39 (11.50%) Scrum
11 38 (11.21%) Continuous Integration
12 36 (10.62%) Data Visualisation
13 31 (9.14%) DevOps
14 25 (7.37%) Continuous Delivery
15 24 (7.08%) Functional Programming
16 23 (6.78%) Data Analysis
17 22 (6.49%) Software Engineering
18 21 (6.19%) Benchmarking
19 20 (5.90%) Data Analytics
19 20 (5.90%) Performance Tuning
Programming Languages
1 215 (63.42%) Java
2 144 (42.48%) SQL
3 120 (35.40%) Scala
4 75 (22.12%) Python
5 67 (19.76%) Shell Script
6 35 (10.32%) JavaScript
7 29 (8.55%) R
8 25 (7.37%) Ruby
9 22 (6.49%) Perl
10 19 (5.60%) C++
11 17 (5.01%) MATLAB
12 16 (4.72%) PL/SQL
13 15 (4.42%) PHP
14 14 (4.13%) Groovy
15 13 (3.83%) SPARQL
16 6 (1.77%) Bash Shell
16 6 (1.77%) TypeScript
17 5 (1.47%) HiveQL
18 4 (1.18%) C
19 2 (0.59%) AWK
Qualifications
1 35 (10.32%) Security Cleared
2 17 (5.01%) SC Cleared
3 12 (3.54%) Degree
4 7 (2.06%) DV Cleared
5 4 (1.18%) BPSS Clearance
6 2 (0.59%) PhD
7 1 (0.29%) BC Cleared
Quality Assurance & Compliance
1 14 (4.13%) Data Quality
2 9 (2.65%) GCP
3 5 (1.47%) QA
4 2 (0.59%) Disclosure Scotland
5 1 (0.29%) HMG Security Policy Framework
System Software
1 63 (18.58%) HDFS
2 50 (14.75%) Apache Flume
3 20 (5.90%) Hyper-V
3 20 (5.90%) NFS
3 20 (5.90%) SRDF
3 20 (5.90%) VMware Infrastructure
4 19 (5.60%) Docker
4 19 (5.60%) KVM
4 19 (5.60%) Xen
5 18 (5.31%) Oracle RAC
6 7 (2.06%) Apache ZooKeeper
7 3 (0.88%) Active Directory
8 2 (0.59%) etcd
8 2 (0.59%) flannel
8 2 (0.59%) Tivoli Workload Scheduler
9 1 (0.29%) Virtual Machines
Systems Management
1 24 (7.08%) Oozie
2 23 (6.78%) Hadoop YARN
3 16 (4.72%) Ambari
3 16 (4.72%) Ansible
4 15 (4.42%) Opscode Chef
4 15 (4.42%) Puppet
5 14 (4.13%) Kubernetes
6 5 (1.47%) Control-M
7 4 (1.18%) logstash
8 3 (0.88%) Ganglia
8 3 (0.88%) Kibana
8 3 (0.88%) Nagios
9 2 (0.59%) Host Intrusion Detection System
9 2 (0.59%) Network Intrusion Detection System
9 2 (0.59%) Tivoli
9 2 (0.59%) ZABBIX
10 1 (0.29%) Graphite
10 1 (0.29%) HP Quality Center
10 1 (0.29%) OpenAM
10 1 (0.29%) Perfmon
Vendors
1 95 (28.02%) Oracle
2 56 (16.52%) Cloudera
3 54 (15.93%) Tableau
4 53 (15.63%) Informatica
5 32 (9.44%) Hortonworks
6 31 (9.14%) CA
7 23 (6.78%) IBM
8 20 (5.90%) Cisco
8 20 (5.90%) EMC
8 20 (5.90%) Intel
8 20 (5.90%) NetApp
8 20 (5.90%) VMware
9 18 (5.31%) Sybase
10 17 (5.01%) DataSynapse
10 17 (5.01%) TIBCO
11 16 (4.72%) Teradata
12 9 (2.65%) Red Hat
13 7 (2.06%) MapR
14 6 (1.77%) SaltStack
14 6 (1.77%) SAP