The following table provides summary statistics for permanent job vacancies with a requirement for HBase skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited HBase over the 3 months to 27 March 2017 with a comparison to the same period in the previous 2 years.

Apache HBase
UK
3 months to
27 Mar 2017
Same period 2016 Same period 2015
Rank 619 711 790
Rank change year-on-year +92 +79  
Permanent jobs citing HBase 250 241 161
As % of all permanent IT jobs advertised in the UK 0.30% 0.23% 0.15%
As % of the Database & Business Intelligence category 0.96% 0.75% 0.48%
Number of salaries quoted 215 176 134
Median salary £70,000 £62,500 £72,500
Median salary % change year-on-year +12.00% -13.79%  
90% offered a salary of more than £50,000 £45,000 £50,000
10% offered a salary of more than £100,000 £90,000 £100,000
UK excluding London median salary £52,500 £57,500 £50,000
% change year-on-year -8.69% +15.00%  

HBase is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
UK
Permanent job vacancies with a requirement for database and business intelligence skills 25997 32001 33814
As % of all permanent IT job vacancies advertised in the UK 30.73% 30.94% 31.31%
Number of salaries quoted 22058 27243 28645
Median salary £47,500 £50,000 £45,000
Median salary % change year-on-year -5.00% +11.11%  
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £72,500 £70,000 £70,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

HBase
Job Vacancy Trend

The job posting trend of jobs advertised citing HBase as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for HBase in the UK

HBase
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing HBase.

Salary trend for HBase in the UK

HBase
Salary Histogram

The salary distribution of IT jobs citing HBase over the 3 months to 27 March 2017.

Salary histogram for HBase in the UK

HBase
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing HBase within the UK over the 3 months to 27 March 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +82 236 £67,500 +8.00% 30
London +80 160 £70,000 - 18
South East +75 32 £77,500 +40.90% 5
City of London +36 21 £85,000 +9.67% 3
North West - 13 £53,750 - 2
Surrey +53 12 £77,500 +24.00% 1
Berkshire +35 12 £87,500 +66.66% 3
East of England +24 12 £50,000 +11.11% 1
Cambridgeshire +11 12 £50,000 +11.11% 1
Cambridge +5 12 £50,000 +11.11% 1
Chiswick - 12 £52,500 -
Scotland - 12 £80,000 - 1
Reading +34 11 - - 3
South West +32 11 £40,000 -5.88% 1
Guildford +30 11 £77,500 +24.00% 1
Somerset - 10 £40,000 - 1
Yorkshire +22 6 £35,000 -46.15% 1
Manchester - 6 £52,500 - 2
Cheshire - 6 £55,000 -
Edinburgh - 6 £77,500 - 1
Glasgow - 6 £80,000 -
Hampshire +20 5 £77,500 - 1
North Yorkshire - 5 £35,000 -
Aldershot - 5 £77,500 - 1
Middlesbrough - 5 £35,000 -
Bath - 4 £40,000 -
Chester - 4 £55,000 -
Canary Wharf - 3 £72,500 -
North East +2 2 £50,000 +11.11% 2
Durham -3 2 £50,000 +11.11% 1

HBase
Top 30 Co-occurring IT Skills

For the 6 months to 27 March 2017, IT jobs citing HBase also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for HBase.

1 469 (83.75%) Hadoop
2 406 (72.50%) Java
3 378 (67.50%) Big Data
4 299 (53.39%) Apache Spark
5 257 (45.89%) Apache Hive
6 247 (44.11%) Agile Software Development
7 217 (38.75%) Linux
8 204 (36.43%) NoSQL
9 192 (34.29%) Python
10 174 (31.07%) Apache Cassandra
11 157 (28.04%) Apache Pig
12 156 (27.86%) MapReduce
13 153 (27.32%) MongoDB
14 150 (26.79%) HDFS
15 146 (26.07%) Finance
16 141 (25.18%) Amazon AWS
17 120 (21.43%) Web Services
18 111 (19.82%) Analytics
19 106 (18.93%) Kafka
19 106 (18.93%) Scala
20 103 (18.39%) Software Engineering
21 99 (17.68%) SQL
22 96 (17.14%) Apache
23 93 (16.61%) Docker
24 92 (16.43%) Oracle
25 89 (15.89%) Ansible
26 86 (15.36%) Spring
27 81 (14.46%) MySQL
28 78 (13.93%) DevOps
29 74 (13.21%) Oozie

HBase
Co-occurring IT Skills 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
1 299 (53.39%) Apache Spark
2 157 (28.04%) Apache Pig
3 96 (17.14%) Apache
4 62 (11.07%) Elasticsearch
5 47 (8.39%) Tomcat
6 42 (7.50%) Oracle Coherence
7 35 (6.25%) IIS
8 33 (5.89%) DataSynapse
8 33 (5.89%) Oracle HTTP Server
8 33 (5.89%) WebSphere
9 29 (5.18%) SAS
10 25 (4.46%) OpenStack
11 20 (3.57%) Apache Solr
12 13 (2.32%) Cloud Foundry
13 11 (1.96%) MQSeries
14 8 (1.43%) Jetty
15 7 (1.25%) WildFly
16 4 (0.71%) Oracle SOA Suite
17 3 (0.54%) JBoss
18 2 (0.36%) GemFire
Applications
1 10 (1.79%) SPSS
2 9 (1.61%) MS Excel
3 4 (0.71%) S-PLUS
3 4 (0.71%) Stata
4 2 (0.36%) Weka
5 1 (0.18%) Gephi
5 1 (0.18%) GNU Octave
5 1 (0.18%) MS Office
5 1 (0.18%) MS PowerPoint
Business Applications
1 33 (5.89%) RMDS
2 3 (0.54%) SAP Oil and Gas
Cloud Services
1 141 (25.18%) Amazon AWS
2 57 (10.18%) Microsoft Azure
3 37 (6.61%) SaaS
4 36 (6.43%) Cloud Computing
4 36 (6.43%) Google Cloud Platform
5 24 (4.29%) Sumo Logic
6 14 (2.50%) AWS Lambda
7 5 (0.89%) PaaS
8 4 (0.71%) GitHub
8 4 (0.71%) Google App Engine
8 4 (0.71%) Heroku
8 4 (0.71%) IaaS
8 4 (0.71%) Loggly
9 3 (0.54%) OpenShift
10 2 (0.36%) Amazon EMR
10 2 (0.36%) Azure Machine Learning
11 1 (0.18%) Amazon EC2
11 1 (0.18%) Amazon Kinesis
11 1 (0.18%) DigitalOcean
11 1 (0.18%) Google Compute Engine
Communications & Networking
1 44 (7.86%) NAS
1 44 (7.86%) SAN
2 43 (7.68%) Multicast
3 41 (7.32%) FCoE
3 41 (7.32%) Fibre Channel
3 41 (7.32%) LAN
3 41 (7.32%) WAN
4 39 (6.96%) HTTP
5 38 (6.79%) iSCSI
6 27 (4.82%) Internet
7 12 (2.14%) Kerberos
8 7 (1.25%) SMPP
8 7 (1.25%) TCP/IP
9 6 (1.07%) LDAP
10 5 (0.89%) DNS
11 4 (0.71%) SSL
12 1 (0.18%) Firewall
12 1 (0.18%) OpenLDAP
12 1 (0.18%) VPN
Database & Business Intelligence
1 469 (83.75%) Hadoop
2 378 (67.50%) Big Data
3 257 (45.89%) Apache Hive
4 204 (36.43%) NoSQL
5 174 (31.07%) Apache Cassandra
6 153 (27.32%) MongoDB
7 81 (14.46%) MySQL
8 68 (12.14%) Neo4j
9 65 (11.61%) Impala
10 60 (10.71%) Sqoop
11 53 (9.46%) Relational Database
12 46 (8.21%) SQL Server
13 41 (7.32%) Pentaho
14 40 (7.14%) RDBMS
15 31 (5.54%) Apache Accumulo
16 26 (4.64%) Data Warehouse
17 23 (4.11%) Data Mining
17 23 (4.11%) Redis
18 22 (3.93%) PostgreSQL
19 19 (3.39%) QlikView
Development Applications
1 63 (11.25%) Git (software)
2 47 (8.39%) JUnit
3 42 (7.50%) Jenkins
4 38 (6.79%) Vagrant
5 37 (6.61%) Maven
6 29 (5.18%) Hamcrest
6 29 (5.18%) jMock
6 29 (5.18%) Selenium
7 24 (4.29%) Cucumber
8 23 (4.11%) JMeter
9 22 (3.93%) SoapUI
10 19 (3.39%) TeamCity
11 10 (1.79%) Hudson
12 9 (1.61%) JIRA
12 9 (1.61%) Talend Open Studio
12 9 (1.61%) TestNG
13 8 (1.43%) Gradle
13 8 (1.43%) Sonatype Nexus
14 7 (1.25%) Mockito
14 7 (1.25%) Subversion
General
1 146 (26.07%) Finance
2 74 (13.21%) Banking
3 50 (8.93%) Investment Banking
4 34 (6.07%) Games
5 18 (3.21%) Retail
6 12 (2.14%) Telecoms
7 6 (1.07%) Online Betting
8 5 (0.89%) Marketing
9 3 (0.54%) Advertising
9 3 (0.54%) Electronics
9 3 (0.54%) Front Office
9 3 (0.54%) Manufacturing
9 3 (0.54%) Multimedia
9 3 (0.54%) Spanish Language
10 1 (0.18%) Corporate Banking
10 1 (0.18%) Financial Institution
10 1 (0.18%) Private Banking
Job Titles
1 182 (32.50%) Developer
2 136 (24.29%) Java Developer
3 119 (21.25%) Architect
4 91 (16.25%) Java Engineer
5 76 (13.57%) Data Engineer
6 67 (11.96%) Big Data Engineer
7 62 (11.07%) Data Architect
8 57 (10.18%) Big Data Developer
9 54 (9.64%) Senior Developer
10 52 (9.29%) Big Data Architect
11 45 (8.04%) Hadoop Developer
12 41 (7.32%) Infrastructure Architect
12 41 (7.32%) Technical Architect
13 40 (7.14%) Apache Spark Developer
14 38 (6.79%) Infrastructure Technical Architect
14 38 (6.79%) Technical Infrastructure Architect
15 35 (6.25%) Software Engineer
16 34 (6.07%) Hadoop Engineer
16 34 (6.07%) Senior Java Developer
17 32 (5.71%) Lead Developer
Libraries, Frameworks & Software Standards
1 120 (21.43%) Web Services
2 106 (18.93%) Kafka
3 86 (15.36%) Spring
4 48 (8.57%) HTML
5 47 (8.39%) REST
6 44 (7.86%) J2EE
7 39 (6.96%) XML
8 35 (6.25%) .NET
8 35 (6.25%) Middleware
8 35 (6.25%) Ultra Messaging
9 33 (5.89%) Rendezvous
9 33 (5.89%) XSLT
10 32 (5.71%) Elastic Stack
10 32 (5.71%) RESTful
11 27 (4.82%) RabbitMQ
12 26 (4.64%) ActiveMQ
13 25 (4.46%) Spring Boot
14 22 (3.93%) JSON
15 20 (3.57%) Sensu
16 19 (3.39%) Node.js
Miscellaneous
1 59 (10.54%) Computer Science
2 54 (9.64%) Algorithms
3 37 (6.61%) Analytical Skills
4 27 (4.82%) Data Structures
5 24 (4.29%) Virtual Team
6 22 (3.93%) Fintech
7 18 (3.21%) Social Media
8 16 (2.86%) Replication
9 6 (1.07%) Clustering
9 6 (1.07%) Derivative
9 6 (1.07%) Foreign Exchange (FX)
10 5 (0.89%) Data Centre
10 5 (0.89%) Enterprise Software
10 5 (0.89%) Taxonomies
11 4 (0.71%) Client/Server
12 3 (0.54%) Equities
12 3 (0.54%) Linux Command Line
12 3 (0.54%) Mainframe
12 3 (0.54%) Management Information System
12 3 (0.54%) Reference Data
Operating Systems
1 217 (38.75%) Linux
2 64 (11.43%) Unix
3 57 (10.18%) Windows
4 41 (7.32%) Solaris
5 7 (1.25%) Ubuntu
6 4 (0.71%) CoreOS
6 4 (0.71%) Red Hat Enterprise Linux
7 3 (0.54%) Android
7 3 (0.54%) Apple iOS
7 3 (0.54%) CentOS
Processes & Methodologies
1 247 (44.11%) Agile Software Development
2 156 (27.86%) MapReduce
3 111 (19.82%) Analytics
4 103 (18.39%) Software Engineering
5 78 (13.93%) DevOps
6 72 (12.86%) Continuous Delivery
7 71 (12.68%) TDD
8 67 (11.96%) Business Intelligence
9 65 (11.61%) Continuous Integration
10 54 (9.64%) ETL
11 52 (9.29%) Scrum
12 47 (8.39%) Performance Tuning
13 46 (8.21%) Data Modelling
13 46 (8.21%) E-Commerce
14 44 (7.86%) Open Source
15 43 (7.68%) Benchmarking
15 43 (7.68%) Mentoring
16 37 (6.61%) Machine Learning
17 36 (6.43%) Data Management
17 36 (6.43%) Unit Testing
Programming Languages
1 406 (72.50%) Java
2 192 (34.29%) Python
3 106 (18.93%) Scala
4 99 (17.68%) SQL
5 61 (10.89%) JavaScript
6 49 (8.75%) Perl
6 49 (8.75%) R
7 45 (8.04%) Ruby
8 34 (6.07%) C++
9 26 (4.64%) Bash Shell
10 23 (4.11%) C#
11 21 (3.75%) PHP
12 18 (3.21%) Go
13 14 (2.50%) MATLAB
14 11 (1.96%) C
15 7 (1.25%) Groovy
16 4 (0.71%) Shell Script
17 3 (0.54%) PL/SQL
17 3 (0.54%) VB.NET
18 1 (0.18%) VBA
Qualifications
1 71 (12.68%) Degree
2 8 (1.43%) PhD
3 2 (0.36%) MCITP
3 2 (0.36%) MCTS
3 2 (0.36%) Microsoft Certification
4 1 (0.18%) AWS Certification
4 1 (0.18%) EMC Certification
4 1 (0.18%) Postgraduate
4 1 (0.18%) Security Cleared
Quality Assurance & Compliance
1 63 (11.25%) QA
2 17 (3.04%) Data Quality
3 1 (0.18%) Basel III
3 1 (0.18%) Dodd-Frank
3 1 (0.18%) SLA
System Software
1 150 (26.79%) HDFS
2 93 (16.61%) Docker
3 65 (11.61%) Apache Flume
4 45 (8.04%) VMware Infrastructure
5 44 (7.86%) Oracle RAC
6 41 (7.32%) NFS
6 41 (7.32%) SRDF
7 39 (6.96%) Xen
8 38 (6.79%) Hyper-V
8 38 (6.79%) KVM
9 18 (3.21%) Apache ZooKeeper
10 4 (0.71%) VirtualBox
11 2 (0.36%) etcd
12 1 (0.18%) Active Directory
Systems Management
1 89 (15.89%) Ansible
2 74 (13.21%) Oozie
3 62 (11.07%) Puppet
4 58 (10.36%) Opscode Chef
5 29 (5.18%) Nagios
6 26 (4.64%) Riemann
7 24 (4.29%) Kubernetes
8 21 (3.75%) Hadoop YARN
9 20 (3.57%) Grafana
9 20 (3.57%) Opsview
10 15 (2.68%) Ambari
11 10 (1.79%) ZABBIX
12 7 (1.25%) Graphite
12 7 (1.25%) Mesos
13 5 (0.89%) Capistrano
14 4 (0.71%) Salt
14 4 (0.71%) Terraform
15 3 (0.54%) Consul
16 2 (0.36%) Kibana
16 2 (0.36%) logstash
Vendors
1 92 (16.43%) Oracle
2 61 (10.89%) TIBCO
3 46 (8.21%) Hortonworks
4 45 (8.04%) Tableau
4 45 (8.04%) VMware
5 44 (7.86%) Cisco
5 44 (7.86%) IBM
5 44 (7.86%) Sybase
6 42 (7.50%) EMC
6 42 (7.50%) Intel
7 41 (7.32%) NetApp
8 39 (6.96%) Google
9 38 (6.79%) Cloudera
10 36 (6.43%) Splunk
11 21 (3.75%) Microsoft
12 17 (3.04%) MapR
13 13 (2.32%) Teradata
14 12 (2.14%) Informatica
15 10 (1.79%) SaltStack
16 9 (1.61%) New Relic
London
BAE SYSTEMS
Salary: Competitive + Benefits
Posted: Just now
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £45000 - £55000 per annum + shares + bens
Posted: Yesterday
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 14 hours ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 14 hours ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 14 hours ago
Central London / West End
Initi8 Recruitment
Salary: £65000 - £75000 Per Annum plus 10% annual bonus
Posted: Yesterday
Central London / West End
Initi8 Recruitment
Salary: £55000 - £70000 Per Annum plus 12.5 annual bonus + private medical
Posted: Yesterday
Central London / West End
Initi8 Recruitment
Salary: £55000 - £70000 Per Annum
Posted: Yesterday
Guildford, Surrey
Austin Fraser
Salary: £75000 - £80000 per annum + Benefits and Bonus
Posted: 3 days ago
Aldershot, Hampshire
Austin Fraser
Salary: £75000 - £80000 per annum + Benefits and Bonus
Posted: 3 days ago
Central London / West End
Initi8 Recruitment
Salary: £60000 - £70000 Per Annum 10% annual bonus + private medical care
Posted: Yesterday
London
Venturi
Salary: £50000.00 - £70000.00 per annum + Bonus & Benefits
Posted: 3 days ago
London
Premier IT
Salary: £60000 - £100000 per annum
Posted: 4 days ago
London
Churchill Frank
Salary: £50000 - £70000 per annum
Posted: 5 days ago
City of London
Computer Futures
Salary: competitive
Posted: 11 days ago
London
Accenture
Salary: From £40,000 to £47,000 per annum
Posted: 3 days ago
Sunderland
Computer Futures
Salary: £60000 - £70000 per annum + Healthcare, 25 days holiday, Bonus
Posted: 14 days ago
London
Churchill Frank
Salary: £75000 - £90000 per annum
Posted: 17 days ago
Reading, Oxfordshire
Oracle
Salary: Competitive
Posted: 10 days ago
London
Computer Futures
Salary: £50000 - £70000 per annum + competitive
Posted: 17 days ago
London
Computer Futures
Salary: competitive
Posted: 18 days ago
Leeds
Sky Betting & Gaming
Posted: 14 days ago
London
Hays London City Cheapside
Salary: £140000.00 - £160000.00 per annum + bonus and benefits
Posted: 25 days ago
Reading, Oxfordshire
Oracle
Salary: Competitive
Posted: 10 days ago
Durham
Computer Futures
Salary: £40000 - £60000 per annum + competitive
Posted: 24 days ago
Manchester
Cathcart Associates
Salary: £35000 - £50000 per annum + stock options
Posted: 22 days ago
City, London
Accenture
Salary: Competitive
Posted: 19 days ago