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 20 February 2017 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
20 Feb 2017
Same period 2016 Same period 2015
Apache HBase
UK / England
Rank 376 508 513
Rank change year-on-year
+132 +5
Contract jobs citing HBase 201 108 79
As % of all contract IT jobs located in England 0.48% 0.23% 0.17%
As % of the Database & Business Intelligence category 2.15% 1.02% 0.75%
Number of daily rates quoted 128 65 61
Median daily rate £575 £573 £531
Median daily rate % change year-on-year
+0.43% +7.76%
90% offered a daily rate of more than £450 £450 £426
10% offered a daily rate of more than £700 £675 £700
UK excluding London median daily rate £525 £550 £505
% change year-on-year
-4.54% +8.91%
Number of hourly rates quoted 3 0 0
Median hourly rate £29.82 - -
UK excluding London median hourly rate - - -

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
9359 10542 10574
As % of all contract IT jobs located in England 22.37% 22.48% 22.24%
Number of daily rates quoted 6353 7174 6941
Median daily rate £450 £425 £400
Median daily rate % change year-on-year
+5.88% +6.25%
90% offered a daily rate of more than £300 £300 £275
10% offered a daily rate of more than £600 £575 £550
UK excluding London median daily rate £400 £375 £368
% change year-on-year
+6.66% +2.04%
Number of hourly rates quoted 123 183 150
Median hourly rate £36.25 £37.00 £30.00
Median hourly rate % change year-on-year
-2.02% +23.33%
90% offered a hourly rate of more than £13.50 £13.85 £15.00
10% offered a hourly rate of more than £43.00 £60.62 £55.00
UK excluding London median hourly rate £37.75 £32.50 £32.50
% change year-on-year
+16.15% -

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 20 February 2017.

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 20 February 2017. 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 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 +72 148 £575 -2.54% 28
South East +29 27 £650 +23.80% 1
Yorkshire +23 12 £450 -14.28%
South West +16 7 £440 - 2
North East -19 4 £550 -24.13%
West Midlands +3 1 - -
East of England - 1 £575 - 1
HBase
UK

HBase
Top 30 Related IT Skills in England

For the 6 months to 20 February 2017, 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.

1 381 (87.99%) Hadoop
2 317 (73.21%) Big Data
3 267 (61.66%) Java
4 266 (61.43%) Apache Hive
4 266 (61.43%) Apache Spark
5 175 (40.42%) HDFS
6 162 (37.41%) Agile Software Development
7 159 (36.72%) Linux
8 153 (35.33%) Python
9 136 (31.41%) NoSQL
10 135 (31.18%) MapReduce
11 133 (30.72%) Scala
12 121 (27.94%) Apache Pig
13 116 (26.79%) Apache Cassandra
14 112 (25.87%) Finance
15 108 (24.94%) Kafka
16 107 (24.71%) SQL
17 94 (21.71%) TDD
18 93 (21.48%) Banking
19 91 (21.02%) MongoDB
19 91 (21.02%) DevOps
20 90 (20.79%) Hortonworks
21 86 (19.86%) Sqoop
22 85 (19.63%) Hadoop YARN
23 84 (19.40%) Cloudera
24 81 (18.71%) Oracle
25 79 (18.24%) Microservices
26 76 (17.55%) ETL
27 74 (17.09%) Apache
27 74 (17.09%) Oozie

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
1 266 (61.43%) Apache Spark
2 121 (27.94%) Apache Pig
3 74 (17.09%) Apache
4 42 (9.70%) Elasticsearch
5 35 (8.08%) Confluence
6 31 (7.16%) Apache Solr
7 18 (4.16%) Tomcat
8 14 (3.23%) Oracle Coherence
8 14 (3.23%) SAS
9 10 (2.31%) IIS
10 9 (2.08%) DataSynapse
10 9 (2.08%) Oracle HTTP Server
10 9 (2.08%) WebSphere
11 7 (1.62%) Oracle SOA Suite
12 6 (1.39%) Cloud Foundry
12 6 (1.39%) Jupyter
13 5 (1.15%) OpenStack
14 4 (0.92%) Documentum
14 4 (0.92%) GemFire
14 4 (0.92%) Oracle Workflow
Applications
1 12 (2.77%) MS Excel
2 4 (0.92%) SPSS
3 3 (0.69%) Weka
Business Applications
1 4 (0.92%) Oracle BPM
1 4 (0.92%) SAP HR
2 2 (0.46%) SAP S/4HANA
3 1 (0.23%) SAP Oil and Gas
Cloud Services
1 62 (14.32%) Amazon AWS
2 24 (5.54%) Microsoft Azure
3 21 (4.85%) Amazon S3
4 20 (4.62%) Amazon EC2
5 18 (4.16%) Amazon EMR
6 12 (2.77%) Cloud Computing
7 8 (1.85%) IaaS
7 8 (1.85%) IBM Cloud
8 7 (1.62%) Google Cloud Platform
9 6 (1.39%) AWS Lambda
9 6 (1.39%) Office 365
9 6 (1.39%) SaaS
10 5 (1.15%) GitHub
10 5 (1.15%) Loggly
10 5 (1.15%) Sumo Logic
11 4 (0.92%) PaaS
12 1 (0.23%) Google App Engine
Communications & Networking
1 31 (7.16%) Kerberos
2 18 (4.16%) HTTP
2 18 (4.16%) LAN
2 18 (4.16%) WAN
3 10 (2.31%) Internet
4 9 (2.08%) FCoE
4 9 (2.08%) Fibre Channel
4 9 (2.08%) iSCSI
4 9 (2.08%) NAS
4 9 (2.08%) SAN
5 8 (1.85%) Multicast
6 7 (1.62%) Network Security
7 6 (1.39%) DNS
7 6 (1.39%) LDAP
8 2 (0.46%) Firewall
8 2 (0.46%) SSL
8 2 (0.46%) TCP/IP
9 1 (0.23%) DSL
9 1 (0.23%) FCAPS
9 1 (0.23%) SNMP
Database & Business Intelligence
1 381 (87.99%) Hadoop
2 317 (73.21%) Big Data
3 266 (61.43%) Apache Hive
4 136 (31.41%) NoSQL
5 116 (26.79%) Apache Cassandra
6 91 (21.02%) MongoDB
7 86 (19.86%) Sqoop
8 69 (15.94%) PostgreSQL
9 66 (15.24%) MySQL
10 56 (12.93%) Data Warehouse
11 55 (12.70%) Relational Database
12 54 (12.47%) SQL Server
13 44 (10.16%) Impala
14 39 (9.01%) Neo4j
15 36 (8.31%) Data Lake
16 32 (7.39%) RDBMS
17 27 (6.24%) QlikView
18 25 (5.77%) BusinessObjects
19 16 (3.70%) Pentaho
20 15 (3.46%) DB2
Development Applications
1 46 (10.62%) Git (software)
2 41 (9.47%) Jenkins
3 40 (9.24%) JIRA
4 31 (7.16%) Cucumber
5 23 (5.31%) IntelliJ
6 17 (3.93%) Maven
7 15 (3.46%) Talend Open Studio
8 12 (2.77%) JUnit
9 7 (1.62%) Gradle
9 7 (1.62%) Subversion
9 7 (1.62%) Vagrant
10 6 (1.39%) Artifactory
11 5 (1.15%) Eclipse
11 5 (1.15%) Grunt
12 4 (0.92%) JSUnit
12 4 (0.92%) PHPUnit
12 4 (0.92%) Sonatype Nexus
13 2 (0.46%) Apache Continuum
13 2 (0.46%) Mockito
13 2 (0.46%) TeamCity
General
1 112 (25.87%) Finance
2 93 (21.48%) Banking
3 36 (8.31%) Investment Banking
4 22 (5.08%) Front Office
5 15 (3.46%) Retail
6 14 (3.23%) Marketing
7 12 (2.77%) Legal
8 6 (1.39%) Publishing
9 5 (1.15%) Telecoms
10 3 (0.69%) Law
11 2 (0.46%) Financial Institution
11 2 (0.46%) Games
12 1 (0.23%) Advertising
12 1 (0.23%) Corporate Banking
12 1 (0.23%) Electronics
12 1 (0.23%) Manufacturing
12 1 (0.23%) Multimedia
12 1 (0.23%) Retail Banking
Job Titles
1 171 (39.49%) Developer
2 85 (19.63%) Java Developer
3 83 (19.17%) Architect
4 74 (17.09%) Big Data Developer
5 61 (14.09%) Data Architect
6 59 (13.63%) Hadoop Developer
7 53 (12.24%) Data Engineer
8 51 (11.78%) Big Data Engineer
9 34 (7.85%) Scala Developer
10 33 (7.62%) Administrator
11 32 (7.39%) Big Data Architect
12 29 (6.70%) Hadoop Engineer
13 28 (6.47%) Consultant
14 25 (5.77%) Apache Spark Developer
15 23 (5.31%) Java Hadoop Developer
16 21 (4.85%) Senior Developer
17 19 (4.39%) Hadoop Consultant
17 19 (4.39%) Java Engineer
17 19 (4.39%) Java Scala Developer
18 18 (4.16%) Hadoop Administrator
Libraries, Frameworks & Software Standards
1 108 (24.94%) Kafka
2 59 (13.63%) HTML
3 58 (13.39%) REST
4 52 (12.01%) AngularJS
5 46 (10.62%) HTML5
6 44 (10.16%) Spring
7 43 (9.93%) CSS
8 40 (9.24%) CSS3
9 34 (7.85%) Spring Boot
10 31 (7.16%) Apache Camel
11 28 (6.47%) XML
12 27 (6.24%) Akka
13 22 (5.08%) RESTful
14 18 (4.16%) JSON
14 18 (4.16%) Web Services
15 16 (3.70%) jQuery
15 16 (3.70%) Spark Streaming
16 13 (3.00%) Apache Avro
17 12 (2.77%) .NET
17 12 (2.77%) Dropwizard
Miscellaneous
1 58 (13.39%) Analytical Skills
2 27 (6.24%) Algorithms
3 25 (5.77%) Computer Science
4 19 (4.39%) Data Structures
4 19 (4.39%) Reference Data
5 18 (4.16%) Grid Computing
6 15 (3.46%) User Experience
7 12 (2.77%) Foreign Exchange (FX)
7 12 (2.77%) Replication
8 10 (2.31%) Data Centre
8 10 (2.31%) Management Information System
9 9 (2.08%) Credit Risk
10 7 (1.62%) Taxonomies
11 6 (1.39%) Fintech
12 5 (1.15%) Market Risk
13 4 (0.92%) Interest Rate Derivative
14 3 (0.69%) Clustering
14 3 (0.69%) Linux Command Line
14 3 (0.69%) Online Banking
14 3 (0.69%) Smart Energy
Operating Systems
1 159 (36.72%) Linux
2 51 (11.78%) Unix
3 24 (5.54%) Windows
4 14 (3.23%) Red Hat Enterprise Linux
5 9 (2.08%) Solaris
6 5 (1.15%) CoreOS
7 2 (0.46%) CentOS
8 1 (0.23%) Android
8 1 (0.23%) Apple iOS
8 1 (0.23%) Fedora
8 1 (0.23%) Mesosphere
8 1 (0.23%) Ubuntu
Processes & Methodologies
1 162 (37.41%) Agile Software Development
2 135 (31.18%) MapReduce
3 94 (21.71%) TDD
4 91 (21.02%) DevOps
5 79 (18.24%) Microservices
6 76 (17.55%) ETL
7 72 (16.63%) Analytics
8 68 (15.70%) Data Modelling
9 64 (14.78%) Open Source
10 60 (13.86%) BDD
10 60 (13.86%) Business Intelligence
11 39 (9.01%) Data Architecture
11 39 (9.01%) Scrum
12 38 (8.78%) Continuous Integration
13 37 (8.55%) Data Management
14 35 (8.08%) Performance Tuning
15 30 (6.93%) Machine Learning
16 29 (6.70%) Continuous Delivery
17 28 (6.47%) Visualisation
18 25 (5.77%) Data Integration
Programming Languages
1 267 (61.66%) Java
2 153 (35.33%) Python
3 133 (30.72%) Scala
4 107 (24.71%) SQL
5 40 (9.24%) R
6 39 (9.01%) JavaScript
7 37 (8.55%) Shell Script
8 21 (4.85%) Perl
9 19 (4.39%) C++
10 18 (4.16%) Bash Shell
11 17 (3.93%) C
12 16 (3.70%) Ruby
13 13 (3.00%) C#
14 11 (2.54%) PHP
15 6 (1.39%) Groovy
15 6 (1.39%) MATLAB
16 5 (1.15%) ABAP
17 4 (0.92%) PL/SQL
18 3 (0.69%) Go
19 2 (0.46%) SPARQL
Qualifications
1 52 (12.01%) Security Cleared
2 47 (10.85%) SC Cleared
3 30 (6.93%) Degree
4 16 (3.70%) DV Cleared
5 11 (2.54%) BPSS Clearance
6 10 (2.31%) BC Cleared
7 4 (0.92%) PhD
8 1 (0.23%) AWS Certification
8 1 (0.23%) PMI Certification
8 1 (0.23%) PMP
Quality Assurance & Compliance
1 19 (4.39%) Data Quality
2 15 (3.46%) QA
3 4 (0.92%) Disclosure Scotland
3 4 (0.92%) SLA
4 2 (0.46%) MiFID
5 1 (0.23%) Dodd-Frank
5 1 (0.23%) EMIR
5 1 (0.23%) PCI DSS
System Software
1 175 (40.42%) HDFS
2 61 (14.09%) Apache Flume
3 48 (11.09%) Docker
4 37 (8.55%) Apache ZooKeeper
5 19 (4.39%) Oracle RAC
6 13 (3.00%) VMware Infrastructure
7 12 (2.77%) Active Directory
8 9 (2.08%) NFS
8 9 (2.08%) SRDF
9 8 (1.85%) Hyper-V
9 8 (1.85%) KVM
9 8 (1.85%) Xen
10 5 (1.15%) VirtualBox
Systems Management
1 85 (19.63%) Hadoop YARN
2 74 (17.09%) Oozie
3 41 (9.47%) Ansible
4 34 (7.85%) Puppet
5 29 (6.70%) Opscode Chef
6 23 (5.31%) Nagios
7 16 (3.70%) Ambari
8 15 (3.46%) Terraform
9 13 (3.00%) Kibana
9 13 (3.00%) Kubernetes
10 8 (1.85%) Graphite
11 7 (1.62%) Grafana
12 6 (1.39%) logstash
12 6 (1.39%) Salt
13 5 (1.15%) ZABBIX
14 4 (0.92%) Mesos
15 3 (0.69%) Chronos
15 3 (0.69%) Marathon
16 2 (0.46%) SCOM
17 1 (0.23%) Rancher
Vendors
1 90 (20.79%) Hortonworks
2 84 (19.40%) Cloudera
3 81 (18.71%) Oracle
4 26 (6.00%) Tableau
5 25 (5.77%) Informatica
6 22 (5.08%) SAP
7 21 (4.85%) Ab Initio
7 21 (4.85%) Red Hat
7 21 (4.85%) Teradata
8 20 (4.62%) Splunk
9 18 (4.16%) Cisco
10 17 (3.93%) IBM
10 17 (3.93%) MapR
11 16 (3.70%) MicroStrategy
11 16 (3.70%) SaltStack
11 16 (3.70%) Sybase
12 15 (3.46%) Cognos
12 15 (3.46%) Talend
13 13 (3.00%) VMware
14 12 (2.77%) Nuix
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