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 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Apache HBase
UK
Rank 609 712 805
Rank change year-on-year +103 +93  
Permanent jobs citing HBase 244 236 151
As % of all permanent IT jobs advertised in the UK 0.29% 0.23% 0.14%
As % of the Database & Business Intelligence category 0.95% 0.74% 0.46%
Number of salaries quoted 213 172 126
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 25702 31812 32970
As % of all permanent IT job vacancies advertised in the UK 30.69% 31.01% 31.32%
Number of salaries quoted 21790 27061 27928
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 23 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 23 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 +91 232 £70,000 +12.00% 35
London +85 160 £70,000 - 23
South East +70 30 £77,500 +40.90% 3
City of London +38 20 £80,000 +1.58% 6
Chiswick - 14 £52,500 -
Surrey +51 12 £77,500 +24.00%
East of England +29 12 £50,000 +11.11% 1
Cambridgeshire +19 12 £50,000 +11.11% 1
Cambridge +11 12 £50,000 +11.11% 1
North West - 12 £52,500 - 3
Guildford +32 11 £77,500 +24.00%
South West +31 11 £40,000 -5.88% 1
Berkshire +23 10 £87,500 +66.66% 3
Somerset - 10 £40,000 - 1
Scotland - 10 £78,750 - 3
Reading +33 9 - - 3
Manchester - 6 £52,500 - 2
Edinburgh - 6 £77,500 - 1
Yorkshire +28 5 £35,000 -46.15% 2
Hampshire +18 5 £77,500 -
Cheshire - 5 £55,000 - 1
Aldershot - 5 £77,500 -
Middlesbrough - 4 £35,000 - 1
Bath - 4 £40,000 -
North Yorkshire - 4 £35,000 - 1
Glasgow - 4 £80,000 - 2
Canary Wharf - 3 £72,500 -
Chester - 3 £55,000 - 1
Durham -1 2 £50,000 +11.11% 1
North East -3 2 £50,000 +11.11% 2

HBase
Top 30 Related IT Skills

For the 6 months to 23 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.

1 468 (83.87%) Hadoop
2 405 (72.58%) Java
3 375 (67.20%) Big Data
4 292 (52.33%) Apache Spark
5 253 (45.34%) Apache Hive
6 246 (44.09%) Agile Software Development
7 219 (39.25%) Linux
8 203 (36.38%) NoSQL
9 193 (34.59%) Python
10 175 (31.36%) Apache Cassandra
11 157 (28.14%) Apache Pig
12 156 (27.96%) MapReduce
13 150 (26.88%) MongoDB
14 149 (26.70%) HDFS
15 148 (26.52%) Finance
16 138 (24.73%) Amazon AWS
17 121 (21.68%) Web Services
18 111 (19.89%) Analytics
19 106 (19.00%) Scala
20 101 (18.10%) Kafka
20 101 (18.10%) SQL
20 101 (18.10%) Software Engineering
21 97 (17.38%) Apache
22 93 (16.67%) Docker
23 91 (16.31%) Oracle
24 87 (15.59%) Ansible
25 83 (14.87%) Spring
26 81 (14.52%) MySQL
27 77 (13.80%) DevOps
28 75 (13.44%) Oozie

HBase
Top Related 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
1 292 (52.33%) Apache Spark
2 157 (28.14%) Apache Pig
3 97 (17.38%) Apache
4 62 (11.11%) Elasticsearch
5 46 (8.24%) Tomcat
6 42 (7.53%) Oracle Coherence
7 35 (6.27%) IIS
8 33 (5.91%) DataSynapse
8 33 (5.91%) Oracle HTTP Server
8 33 (5.91%) WebSphere
9 29 (5.20%) SAS
10 25 (4.48%) OpenStack
11 20 (3.58%) Apache Solr
12 13 (2.33%) Cloud Foundry
13 11 (1.97%) MQSeries
14 8 (1.43%) Jetty
14 8 (1.43%) WildFly
15 4 (0.72%) Oracle SOA Suite
16 3 (0.54%) JBoss
17 2 (0.36%) Oracle Workflow
Applications
1 10 (1.79%) SPSS
2 9 (1.61%) MS Excel
3 4 (0.72%) S-PLUS
3 4 (0.72%) 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 (5.91%) RMDS
2 4 (0.72%) SAP Oil and Gas
Cloud Services
1 138 (24.73%) Amazon AWS
2 56 (10.04%) Microsoft Azure
3 39 (6.99%) SaaS
4 36 (6.45%) Cloud Computing
5 34 (6.09%) Google Cloud Platform
6 24 (4.30%) Sumo Logic
7 14 (2.51%) AWS Lambda
8 6 (1.08%) PaaS
9 5 (0.90%) GitHub
10 4 (0.72%) Google App Engine
10 4 (0.72%) Heroku
10 4 (0.72%) IaaS
10 4 (0.72%) Loggly
11 3 (0.54%) OpenShift
12 2 (0.36%) Amazon EMR
12 2 (0.36%) Azure Machine Learning
13 1 (0.18%) Amazon EC2
13 1 (0.18%) Amazon Kinesis
13 1 (0.18%) DigitalOcean
13 1 (0.18%) Google Compute Engine
Communications & Networking
1 44 (7.89%) NAS
1 44 (7.89%) SAN
2 43 (7.71%) Multicast
3 41 (7.35%) FCoE
3 41 (7.35%) Fibre Channel
3 41 (7.35%) LAN
3 41 (7.35%) WAN
4 39 (6.99%) HTTP
5 38 (6.81%) iSCSI
6 27 (4.84%) Internet
7 11 (1.97%) Kerberos
8 7 (1.25%) SMPP
8 7 (1.25%) TCP/IP
9 5 (0.90%) DNS
9 5 (0.90%) LDAP
10 4 (0.72%) SSL
11 1 (0.18%) Firewall
11 1 (0.18%) OpenLDAP
11 1 (0.18%) VPN
Database & Business Intelligence
1 468 (83.87%) Hadoop
2 375 (67.20%) Big Data
3 253 (45.34%) Apache Hive
4 203 (36.38%) NoSQL
5 175 (31.36%) Apache Cassandra
6 150 (26.88%) MongoDB
7 81 (14.52%) MySQL
8 68 (12.19%) Neo4j
9 64 (11.47%) Impala
10 60 (10.75%) Sqoop
11 53 (9.50%) Relational Database
12 45 (8.06%) SQL Server
13 40 (7.17%) Pentaho
13 40 (7.17%) RDBMS
14 31 (5.56%) Apache Accumulo
15 27 (4.84%) Data Warehouse
16 24 (4.30%) PostgreSQL
17 23 (4.12%) Data Mining
18 22 (3.94%) Redis
19 18 (3.23%) QlikView
Development Applications
1 64 (11.47%) Git (software)
2 46 (8.24%) JUnit
3 39 (6.99%) Jenkins
4 37 (6.63%) Vagrant
5 36 (6.45%) Maven
6 30 (5.38%) Hamcrest
6 30 (5.38%) jMock
6 30 (5.38%) Selenium
7 25 (4.48%) Cucumber
8 24 (4.30%) JMeter
9 23 (4.12%) SoapUI
10 19 (3.41%) TeamCity
11 10 (1.79%) JIRA
12 9 (1.61%) Sonatype Nexus
12 9 (1.61%) TestNG
13 8 (1.43%) Gradle
13 8 (1.43%) Hudson
13 8 (1.43%) IntelliJ
13 8 (1.43%) Talend Open Studio
14 7 (1.25%) Subversion
General
1 148 (26.52%) Finance
2 74 (13.26%) Banking
3 50 (8.96%) Investment Banking
4 32 (5.73%) Games
5 17 (3.05%) Retail
6 13 (2.33%) Telecoms
7 6 (1.08%) Marketing
7 6 (1.08%) Online Betting
8 4 (0.72%) Electronics
8 4 (0.72%) Manufacturing
9 3 (0.54%) Advertising
9 3 (0.54%) Front Office
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
1 180 (32.26%) Developer
2 133 (23.84%) Java Developer
3 121 (21.68%) Architect
4 87 (15.59%) Java Engineer
5 73 (13.08%) Data Engineer
6 66 (11.83%) Big Data Engineer
7 62 (11.11%) Data Architect
8 58 (10.39%) Big Data Developer
9 54 (9.68%) Senior Developer
10 52 (9.32%) Big Data Architect
11 45 (8.06%) Hadoop Developer
12 42 (7.53%) Technical Architect
13 41 (7.35%) Infrastructure Architect
14 40 (7.17%) Apache Spark Developer
15 38 (6.81%) Infrastructure Technical Architect
15 38 (6.81%) Technical Infrastructure Architect
16 34 (6.09%) Senior Java Developer
16 34 (6.09%) Software Engineer
17 32 (5.73%) Hadoop Engineer
17 32 (5.73%) Solutions Architect
Libraries, Frameworks & Software Standards
1 121 (21.68%) Web Services
2 101 (18.10%) Kafka
3 83 (14.87%) Spring
4 48 (8.60%) HTML
5 47 (8.42%) REST
6 44 (7.89%) J2EE
7 39 (6.99%) XML
8 36 (6.45%) .NET
9 35 (6.27%) Middleware
9 35 (6.27%) RESTful
9 35 (6.27%) Ultra Messaging
10 33 (5.91%) Rendezvous
10 33 (5.91%) XSLT
11 32 (5.73%) Elastic Stack
12 27 (4.84%) RabbitMQ
13 24 (4.30%) ActiveMQ
14 23 (4.12%) Spring Boot
15 21 (3.76%) JSON
16 20 (3.58%) Sensu
17 18 (3.23%) Node.js
Miscellaneous
1 59 (10.57%) Computer Science
2 51 (9.14%) Algorithms
3 38 (6.81%) Analytical Skills
4 27 (4.84%) Data Structures
5 21 (3.76%) Virtual Team
6 20 (3.58%) Fintech
7 16 (2.87%) Replication
7 16 (2.87%) Social Media
8 6 (1.08%) Derivative
8 6 (1.08%) Foreign Exchange (FX)
9 5 (0.90%) Clustering
9 5 (0.90%) Data Centre
9 5 (0.90%) Enterprise Software
9 5 (0.90%) Taxonomies
10 4 (0.72%) Client/Server
11 3 (0.54%) Equities
11 3 (0.54%) Mainframe
11 3 (0.54%) Management Information System
11 3 (0.54%) Reference Data
11 3 (0.54%) Social Network
Operating Systems
1 219 (39.25%) Linux
2 66 (11.83%) Unix
3 57 (10.22%) Windows
4 41 (7.35%) Solaris
5 8 (1.43%) Ubuntu
6 4 (0.72%) CoreOS
6 4 (0.72%) Red Hat Enterprise Linux
7 3 (0.54%) Android
7 3 (0.54%) Apple iOS
7 3 (0.54%) CentOS
Processes & Methodologies
1 246 (44.09%) Agile Software Development
2 156 (27.96%) MapReduce
3 111 (19.89%) Analytics
4 101 (18.10%) Software Engineering
5 77 (13.80%) DevOps
6 74 (13.26%) Continuous Delivery
7 71 (12.72%) Business Intelligence
8 68 (12.19%) TDD
9 66 (11.83%) Continuous Integration
10 53 (9.50%) ETL
10 53 (9.50%) Scrum
11 47 (8.42%) Data Modelling
11 47 (8.42%) Open Source
11 47 (8.42%) Performance Tuning
12 43 (7.71%) Benchmarking
12 43 (7.71%) E-Commerce
13 40 (7.17%) Mentoring
14 38 (6.81%) Machine Learning
15 37 (6.63%) Data Management
15 37 (6.63%) Unit Testing
Programming Languages
1 405 (72.58%) Java
2 193 (34.59%) Python
3 106 (19.00%) Scala
4 101 (18.10%) SQL
5 60 (10.75%) JavaScript
6 51 (9.14%) R
7 49 (8.78%) Perl
8 46 (8.24%) Ruby
9 36 (6.45%) C++
10 26 (4.66%) Bash Shell
11 24 (4.30%) C#
12 21 (3.76%) PHP
13 19 (3.41%) Go
14 15 (2.69%) MATLAB
15 11 (1.97%) C
16 8 (1.43%) Groovy
17 6 (1.08%) Shell Script
18 3 (0.54%) PL/SQL
18 3 (0.54%) VB.NET
19 2 (0.36%) Clojure
Qualifications
1 71 (12.72%) 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%) EMC Certification
4 1 (0.18%) Postgraduate
4 1 (0.18%) Security Cleared
Quality Assurance & Compliance
1 61 (10.93%) QA
2 17 (3.05%) Data Quality
3 1 (0.18%) Basel III
3 1 (0.18%) Dodd-Frank
3 1 (0.18%) SLA
System Software
1 149 (26.70%) HDFS
2 93 (16.67%) Docker
3 69 (12.37%) Apache Flume
4 45 (8.06%) VMware Infrastructure
5 44 (7.89%) Oracle RAC
6 41 (7.35%) NFS
6 41 (7.35%) SRDF
7 39 (6.99%) Xen
8 38 (6.81%) Hyper-V
8 38 (6.81%) KVM
9 18 (3.23%) Apache ZooKeeper
10 4 (0.72%) VirtualBox
11 2 (0.36%) etcd
12 1 (0.18%) Active Directory
Systems Management
1 87 (15.59%) Ansible
2 75 (13.44%) Oozie
3 60 (10.75%) Puppet
4 56 (10.04%) Opscode Chef
5 28 (5.02%) Nagios
6 26 (4.66%) Riemann
7 25 (4.48%) Kubernetes
8 22 (3.94%) Hadoop YARN
9 20 (3.58%) Grafana
9 20 (3.58%) Opsview
10 15 (2.69%) Ambari
11 9 (1.61%) ZABBIX
12 7 (1.25%) Graphite
12 7 (1.25%) Mesos
13 4 (0.72%) Capistrano
13 4 (0.72%) Salt
13 4 (0.72%) Terraform
14 3 (0.54%) Consul
15 2 (0.36%) Kibana
15 2 (0.36%) logstash
Vendors
1 91 (16.31%) Oracle
2 61 (10.93%) TIBCO
3 47 (8.42%) Hortonworks
4 45 (8.06%) VMware
5 44 (7.89%) IBM
5 44 (7.89%) Sybase
5 44 (7.89%) Tableau
6 43 (7.71%) Cisco
7 42 (7.53%) EMC
7 42 (7.53%) Intel
8 41 (7.35%) NetApp
9 37 (6.63%) Google
10 36 (6.45%) Cloudera
10 36 (6.45%) Splunk
11 21 (3.76%) Microsoft
12 17 (3.05%) MapR
13 15 (2.69%) Teradata
14 11 (1.97%) Informatica
15 9 (1.61%) Red Hat
15 9 (1.61%) SaltStack
Chester, Cheshire
Agile Recruitment Ltd
Salary: benefits
Posted: 14 hours ago
Glasgow, Lanarkshire
Empiric Solutions
Posted: 14 hours ago
London
Churchill Frank
Salary: £50000 - £70000 per annum
Posted: Yesterday
London
Opus Recruitment Solutions Ltd
Salary: £60000 - £100000 per annum, Benefits Benefits & Bonus included
Posted: 2 days ago
City, London
Oliver Bernard
Salary: £95000 - £105000 per annum
Posted: 2 days ago
London
Linux Recruit
Salary: £50000.00 - £70000.00 per annum + incredible benefits package
Posted: 2 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 3 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 3 days ago
Central London / West End
Initi8 Recruitment
Salary: £65000 - £75000 Per Annum plus 10% annual bonus
Posted: 4 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £45000 - £55000 per annum + shares + bens
Posted: 3 days ago
London
Opus Recruitment Solutions Ltd
Salary: £70000 - £85000 per annum, Benefits Benefits & Bonus included
Posted: 2 days ago
Central London / West End
Initi8 Recruitment
Salary: £55000 - £70000 Per Annum plus 12.5 annual bonus + private medical
Posted: 4 days ago
Middlesbrough, Cleveland
Hainton
Salary: £30000 - £40000 per annum + 33 days hol, 3.21% pension matched
Posted: 2 days ago
Central London / West End
Initi8 Recruitment
Salary: £55000 - £65000 Per Annum
Posted: 4 days ago
City of London
Computer Futures
Salary: competitive
Posted: 6 days ago
Central London / West End
Initi8 Recruitment
Salary: £60000 - £70000 Per Annum 10% annual bonus + private medical care
Posted: 4 days ago
Reading, Oxfordshire
Oracle
Salary: Competitive
Posted: 5 days ago
Glasgow, Lanarkshire
McGregor Boyall
Posted: 5 days ago
Sunderland
Computer Futures
Salary: £60000 - £70000 per annum + Healthcare, 25 days holiday, Bonus
Posted: 10 days ago
London
Churchill Frank
Salary: £75000 - £90000 per annum
Posted: 13 days ago
London
Venturi
Salary: £50000.00 - £70000.00 per annum + Bonus & Benefits
Posted: 13 days ago
Reading, Oxfordshire
Oracle
Salary: Competitive
Posted: 5 days ago
Leeds
Sky Betting & Gaming
Posted: 10 days ago
London
Computer Futures
Salary: £50000 - £70000 per annum + competitive
Posted: 13 days ago
London
Computer Futures
Salary: competitive
Posted: 13 days ago
London
Hays London City Cheapside
Salary: £140000.00 - £160000.00 per annum + bonus and benefits
Posted: 20 days ago
Durham
Computer Futures
Salary: £40000 - £60000 per annum + competitive
Posted: 20 days ago
Manchester
Cathcart Associates
Salary: £35000 - £50000 per annum + stock options
Posted: 17 days ago
City, London
Accenture
Salary: Competitive
Posted: 15 days ago