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

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache HBase
UK
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 409 520 571
Rank change year-on-year +111 +51  
Contract jobs citing HBase 204 134 71
As % of all contract IT jobs advertised in the UK 0.43% 0.25% 0.13%
As % of the Database & Business Intelligence category 1.93% 1.14% 0.55%
Number of daily rates quoted 138 84 46
Median daily rate £525 £600 £590
Median daily rate % change year-on-year -12.50% +1.69%  
90% offered a daily rate of more than £375 £413 £453
10% offered a daily rate of more than £650 £775 £675
UK excluding London median daily rate £419 £530 £563
% change year-on-year -20.99% -5.77%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

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 contract job vacancies with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
UK
Contract job vacancies with a requirement for database and business intelligence skills 10550 11771 13011
As % of all contract IT job vacancies advertised in the UK 22.39% 21.80% 23.59%
Number of daily rates quoted 6895 7962 8488
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 £325 £300 £275
10% offered a daily rate of more than £600 £588 £550
UK excluding London median daily rate £400 £383 £350
% change year-on-year +4.57% +9.28%  
Number of hourly rates quoted 141 202 180
Median hourly rate £31.25 £32.15 £27.64
Median hourly rate % change year-on-year -2.79% +16.31%  
90% offered a hourly rate of more than £13.15 £12.00 £16.00
10% offered a hourly rate of more than £50.00 £49.00 £52.17
UK excluding London median hourly rate £38.00 £31.14 £26.00
% change year-on-year +22.04% +19.75%  

HBase
Job Vacancy Trend

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

Job vacancy trend for HBase in the UK

HBase
Contractor Daily Rate Trend

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing HBase.

Contractor daily rate trend for HBase in the UK

HBase
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing HBase over the 3 months to 27 June 2017.

Contractor daily rate histogram for HBase in the UK

HBase
Contractor Hourly Rate Trend

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing HBase.

Contractor hourly rate trend for HBase in the UK

HBase
Top 30 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing HBase within the UK over the 3 months to 27 June 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
England +77 192 £525 -12.50% 47
London +77 149 £550 -8.33% 30
City of London +14 23 £650 +11.11% 6
South East +6 19 £400 - 2
Croydon - 17 £525 - 4
South West +12 14 £423 -11.05%
East of England +6 9 £538 - 2
Somerset +4 9 £423 -
Hampshire +15 8 £250 -36.62% 1
Taunton - 8 £423 -
Buckinghamshire -18 5 £400 -
Hook - 5 £250 -
Cardiff - 5 £350 -
South Wales - 5 £350 -
Norwich - 5 £525 - 1
Wales - 5 £350 -
Norfolk - 5 £525 - 1
Scotland +37 4 £350 -30.00% 1
Surrey +6 4 £488 -2.50%
Milton Keynes -15 4 £400 -
Edinburgh - 4 £350 - 1
Farnborough +5 3 - - 1
Osterley - 3 £500 -
Essex - 3 £550 -
Reading +21 2 £425 - 1
Berkshire +18 2 £425 +13.33% 1
Guildford -2 2 £488 -2.50%
Bristol - 2 £750 -
Suffolk +11 1 - -
Ipswich +9 1 - -

For the 6 months to 27 June 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 with a requirement for HBase.

1 376 (90.38%) Hadoop
2 310 (74.52%) Big Data
3 254 (61.06%) Apache Spark
4 250 (60.10%) Java
5 230 (55.29%) Apache Hive
6 185 (44.47%) Agile Software Development
7 147 (35.34%) HDFS
8 138 (33.17%) Python
9 137 (32.93%) Linux
10 131 (31.49%) Kafka
11 125 (30.05%) MapReduce
12 115 (27.64%) Scala
13 112 (26.92%) Finance
14 107 (25.72%) NoSQL
15 105 (25.24%) Cloudera
16 101 (24.28%) Apache Pig
17 98 (23.56%) TDD
18 95 (22.84%) Apache Cassandra
19 93 (22.36%) ETL
20 91 (21.88%) DevOps
21 88 (21.15%) MongoDB
22 87 (20.91%) Analytics
23 85 (20.43%) SQL
24 84 (20.19%) Microservices
25 82 (19.71%) Hadoop YARN
26 78 (18.75%) Apache Flume
27 77 (18.51%) Sqoop
28 75 (18.03%) Analytical Skills
29 73 (17.55%) Docker
30 69 (16.59%) Security Cleared

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
1 254 (61.06%) Apache Spark
2 101 (24.28%) Apache Pig
3 57 (13.70%) Elasticsearch
4 38 (9.13%) Apache
4 38 (9.13%) Confluence
5 32 (7.69%) Apache Solr
6 16 (3.85%) SAS
7 15 (3.61%) Tomcat
8 8 (1.92%) Cloud Foundry
9 6 (1.44%) WebSphere
10 5 (1.20%) JBoss
11 4 (0.96%) Apache Airflow
11 4 (0.96%) nginx
12 3 (0.72%) Jupyter
12 3 (0.72%) Mule
13 2 (0.48%) Adobe Experience Manager
13 2 (0.48%) GemFire
13 2 (0.48%) IIS
13 2 (0.48%) Oracle Coherence
13 2 (0.48%) Oracle HTTP Server
Applications
1 8 (1.92%) SPSS
2 5 (1.20%) Stata
3 3 (0.72%) Weka
4 2 (0.48%) Photoshop
5 1 (0.24%) GNU Octave
Business Applications
1 5 (1.20%) SAP Oil and Gas
Cloud Services
1 60 (14.42%) Amazon AWS
2 22 (5.29%) Amazon S3
2 22 (5.29%) GitHub
3 20 (4.81%) Amazon EC2
4 15 (3.61%) Amazon EMR
5 14 (3.37%) Microsoft Azure
6 12 (2.88%) Cloud Computing
7 5 (1.20%) IaaS
8 4 (0.96%) Amazon CloudWatch
8 4 (0.96%) Google Cloud Platform
8 4 (0.96%) Virtual Private Cloud
9 3 (0.72%) AWS Lambda
9 3 (0.72%) PaaS
10 1 (0.24%) Amazon ELB
10 1 (0.24%) Amazon Kinesis
10 1 (0.24%) AWS CloudFormation
10 1 (0.24%) Loggly
10 1 (0.24%) OpenShift
10 1 (0.24%) Sumo Logic
Communications & Networking
1 35 (8.41%) Kerberos
2 10 (2.40%) LDAP
3 8 (1.92%) Network Security
4 7 (1.68%) HTTP
5 5 (1.20%) SSL
6 3 (0.72%) DSL
6 3 (0.72%) Firewall
6 3 (0.72%) FTP
7 2 (0.48%) FCoE
7 2 (0.48%) Fibre Channel
7 2 (0.48%) iSCSI
7 2 (0.48%) LAN
7 2 (0.48%) Multicast
7 2 (0.48%) NAS
7 2 (0.48%) SAN
7 2 (0.48%) TCP/IP
7 2 (0.48%) WAN
8 1 (0.24%) Internet
8 1 (0.24%) SMS
8 1 (0.24%) SNMP
Database & Business Intelligence
1 376 (90.38%) Hadoop
2 310 (74.52%) Big Data
3 230 (55.29%) Apache Hive
4 107 (25.72%) NoSQL
5 95 (22.84%) Apache Cassandra
6 88 (21.15%) MongoDB
7 77 (18.51%) Sqoop
8 51 (12.26%) Impala
9 45 (10.82%) Data Warehouse
10 41 (9.86%) Relational Database
11 39 (9.38%) PostgreSQL
12 37 (8.89%) Neo4j
13 33 (7.93%) MySQL
14 32 (7.69%) SQL Server
15 24 (5.77%) RDBMS
16 15 (3.61%) QlikView
17 14 (3.37%) Data Lake
17 14 (3.37%) Pentaho
18 11 (2.64%) Mahout
18 11 (2.64%) Parquet
Development Applications
1 57 (13.70%) Jenkins
2 50 (12.02%) Git (software)
2 50 (12.02%) JIRA
3 45 (10.82%) Cucumber
4 31 (7.45%) IntelliJ
5 17 (4.09%) GitLab
6 14 (3.37%) Maven
7 11 (2.64%) Talend Open Studio
8 10 (2.40%) Gradle
8 10 (2.40%) Subversion
9 9 (2.16%) JUnit
9 9 (2.16%) Vagrant
10 7 (1.68%) Hudson
11 5 (1.20%) Sonatype Nexus
12 4 (0.96%) Selenium
13 3 (0.72%) Artifactory
13 3 (0.72%) Grunt
13 3 (0.72%) SoapUI
13 3 (0.72%) TestNG
13 3 (0.72%) WebDriver
General
1 112 (26.92%) Finance
2 57 (13.70%) Banking
3 28 (6.73%) Investment Banking
4 25 (6.01%) Front Office
5 18 (4.33%) Legal
6 17 (4.09%) Telecoms
7 14 (3.37%) Marketing
8 11 (2.64%) Retail
9 8 (1.92%) Games
10 5 (1.20%) Electronics
10 5 (1.20%) Manufacturing
11 3 (0.72%) Retail Banking
12 2 (0.48%) Billing
12 2 (0.48%) Law
13 1 (0.24%) Publishing
Job Titles
1 195 (46.88%) Developer
2 96 (23.08%) Java Developer
3 72 (17.31%) Big Data Developer
3 72 (17.31%) Data Engineer
4 58 (13.94%) Big Data Engineer
5 55 (13.22%) Architect
6 52 (12.50%) Hadoop Developer
7 48 (11.54%) Data Architect
8 28 (6.73%) Hadoop Engineer
9 27 (6.49%) Scala Developer
10 24 (5.77%) DevOps Engineer
11 22 (5.29%) Big Data Architect
12 18 (4.33%) Agile Developer
12 18 (4.33%) Analyst
13 17 (4.09%) Administrator
13 17 (4.09%) Agile Java Developer
13 17 (4.09%) AWS Engineer
14 15 (3.61%) Java Hadoop Developer
14 15 (3.61%) Senior Developer
15 14 (3.37%) Apache Spark Developer
Libraries, Frameworks & Software Standards
1 131 (31.49%) Kafka
2 62 (14.90%) REST
2 62 (14.90%) Spring
3 42 (10.10%) Spring Boot
4 39 (9.38%) Apache Camel
5 34 (8.17%) HTML
6 31 (7.45%) AngularJS
7 29 (6.97%) HTML5
8 27 (6.49%) CSS
9 25 (6.01%) CSS3
9 25 (6.01%) Spark Streaming
10 24 (5.77%) Web Services
11 17 (4.09%) RESTful
12 16 (3.85%) JSON
13 15 (3.61%) RabbitMQ
13 15 (3.61%) XML
14 12 (2.88%) .NET
14 12 (2.88%) Akka
14 12 (2.88%) Drools
14 12 (2.88%) J2EE
Miscellaneous
1 75 (18.03%) Analytical Skills
2 37 (8.89%) Algorithms
3 35 (8.41%) Reference Data
4 28 (6.73%) Data Structures
5 18 (4.33%) Computer Science
5 18 (4.33%) Management Information System
6 14 (3.37%) Greenfield Project
7 12 (2.88%) Market Risk
7 12 (2.88%) User Experience
8 10 (2.40%) Fintech
8 10 (2.40%) Foreign Exchange (FX)
9 8 (1.92%) Data Centre
9 8 (1.92%) Equities
10 6 (1.44%) N-Tier
10 6 (1.44%) Replication
11 5 (1.20%) Credit Risk
11 5 (1.20%) Grid Computing
11 5 (1.20%) Linux Command Line
11 5 (1.20%) Virtual Team
12 4 (0.96%) Distributed Denial-of-Service
Operating Systems
1 137 (32.93%) Linux
2 60 (14.42%) Unix
3 19 (4.57%) Windows
4 11 (2.64%) Red Hat Enterprise Linux
5 5 (1.20%) CentOS
6 4 (0.96%) Fedora
7 3 (0.72%) Apple iOS
8 2 (0.48%) Android
8 2 (0.48%) Solaris
8 2 (0.48%) Ubuntu
9 1 (0.24%) CoreOS
9 1 (0.24%) Debian
9 1 (0.24%) Windows Server
9 1 (0.24%) Windows Server 2008
Processes & Methodologies
1 185 (44.47%) Agile Software Development
2 125 (30.05%) MapReduce
3 98 (23.56%) TDD
4 93 (22.36%) ETL
5 91 (21.88%) DevOps
6 87 (20.91%) Analytics
7 84 (20.19%) Microservices
8 65 (15.63%) Scrum
9 60 (14.42%) BDD
10 55 (13.22%) Data Architecture
10 55 (13.22%) Data Modelling
11 52 (12.50%) Business Intelligence
12 51 (12.26%) Continuous Integration
13 39 (9.38%) Machine Learning
14 38 (9.13%) Data Management
15 34 (8.17%) Data Analytics
16 33 (7.93%) Continuous Delivery
17 32 (7.69%) Data Integration
18 31 (7.45%) SDLC
19 30 (7.21%) Software Engineering
Programming Languages
1 250 (60.10%) Java
2 138 (33.17%) Python
3 115 (27.64%) Scala
4 85 (20.43%) SQL
5 40 (9.62%) R
6 34 (8.17%) Shell Script
7 21 (5.05%) JavaScript
8 19 (4.57%) Bash Shell
9 18 (4.33%) Perl
10 15 (3.61%) Ruby
11 10 (2.40%) PL/SQL
12 8 (1.92%) C++
13 7 (1.68%) MATLAB
14 6 (1.44%) HiveQL
15 5 (1.20%) C
15 5 (1.20%) PHP
16 4 (0.96%) T-SQL
17 3 (0.72%) Clojure
17 3 (0.72%) CQL
18 2 (0.48%) GraphQL
Qualifications
1 69 (16.59%) Security Cleared
2 56 (13.46%) SC Cleared
3 19 (4.57%) Degree
4 10 (2.40%) BPSS Clearance
5 9 (2.16%) Computer Science Degree
6 8 (1.92%) DV Cleared
7 5 (1.20%) BC Cleared
8 4 (0.96%) CISA
8 4 (0.96%) CISM
8 4 (0.96%) CISSP
9 3 (0.72%) Master's Degree
10 2 (0.48%) DBS Check
11 1 (0.24%) Numerate Degree
11 1 (0.24%) PhD
Quality Assurance & Compliance
1 26 (6.25%) Data Quality
2 15 (3.61%) QA
3 7 (1.68%) MiFID
4 5 (1.20%) PCI DSS
4 5 (1.20%) SLA
5 4 (0.96%) FedRAMP
6 3 (0.72%) Disclosure Scotland
7 2 (0.48%) Dodd-Frank
7 2 (0.48%) EMIR
System Software
1 147 (35.34%) HDFS
2 78 (18.75%) Apache Flume
3 73 (17.55%) Docker
4 44 (10.58%) Apache ZooKeeper
5 9 (2.16%) VMware Infrastructure
6 6 (1.44%) Active Directory
7 5 (1.20%) Oracle RAC
8 4 (0.96%) Hyper-V
9 2 (0.48%) KVM
9 2 (0.48%) NFS
9 2 (0.48%) SRDF
9 2 (0.48%) Xen
10 1 (0.24%) Cronacle
10 1 (0.24%) VirtualBox
Systems Management
1 82 (19.71%) Hadoop YARN
2 56 (13.46%) Oozie
3 47 (11.30%) Ansible
4 41 (9.86%) Puppet
5 39 (9.38%) Opscode Chef
6 31 (7.45%) Kubernetes
7 24 (5.77%) Terraform
8 12 (2.88%) Ambari
8 12 (2.88%) Kibana
8 12 (2.88%) Nagios
9 5 (1.20%) Mesos
10 4 (0.96%) logstash
11 3 (0.72%) Graphite
12 2 (0.48%) Control-M
13 1 (0.24%) Business Desktop Deployment
13 1 (0.24%) Opsview
13 1 (0.24%) Rancher
13 1 (0.24%) Rundeck
13 1 (0.24%) Salt
13 1 (0.24%) ZABBIX
Vendors
1 105 (25.24%) Cloudera
2 65 (15.63%) Oracle
3 45 (10.82%) Hortonworks
4 26 (6.25%) Splunk
5 24 (5.77%) MapR
6 21 (5.05%) Nuix
7 20 (4.81%) Informatica
8 19 (4.57%) Tableau
9 18 (4.33%) Teradata
10 17 (4.09%) SAP
11 15 (3.61%) IBM
12 13 (3.13%) Ab Initio
12 13 (3.13%) Sybase
13 11 (2.64%) Google
13 11 (2.64%) Talend
14 9 (2.16%) Red Hat
14 9 (2.16%) VMware
15 8 (1.92%) Cognos
16 5 (1.20%) MicroStrategy
16 5 (1.20%) SaltStack
Leeds, West Yorkshire
Cloud Computing International
Rate: £500 - £650 per day + Expenses
Posted: 17 hours ago
City, London
LA International
Posted: Yesterday
Leeds, West Yorkshire
CPS Group UK
Rate: £500 - £550 per day
Posted: Yesterday
Leeds, West Yorkshire
Difrent
Rate: Up to £400 per day
Posted: Yesterday
Leeds
Real Staffing
Rate: £500 - £550 per day
Posted: Yesterday
London
Sanderson
Rate: £500 - £544 per day
Posted: 21 hours ago
Yorkshire and the Humber
Real Staffing
Rate: competitive
Posted: 4 days ago
Yorkshire
Talent International
Posted: 3 days ago
Leeds, West Yorkshire
Experis Ltd
Rate: £450.00 - £640.00 per day
Posted: 4 days ago
London
Experis Ltd
Rate: £330 - £550.00 per day
Posted: 3 days ago
London
Talent International
Rate: £550 - £700 per day
Posted: 4 days ago
City, London
McGregor Boyall
Rate: £650 - £750 per day
Posted: 6 days ago
London
Morgan Mckinley
Rate: £550 - £850 per annum
Posted: 6 days ago
Leeds, West Yorkshire
CPS Group UK
Rate: £500 - £550 per day + Expenses
Posted: 4 days ago
Leeds, West Yorkshire
Experis Ltd
Rate: £350.00 - £440.00 per day + up to £90 travel expenses
Posted: 4 days ago
Croydon, Surrey
Difrent
Rate: Up to £400 per day
Posted: 5 days ago
Croydon, Surrey
Difrent
Rate: From £530 to £550 per day
Posted: 5 days ago
East London
Careerwise UK Limited
Rate: £500 - £550 per day
Posted: 5 days ago
Altrincham, Cheshire
Experis Ltd
Rate: £400.00 - £500.00 per day
Posted: 5 days ago
London
Experis Ltd
Rate: £400.00 - £600.00 per day
Posted: 5 days ago
Newcastle Upon Tyne, Tyne and Wear
Elevate Direct
Rate: From £400 to £450 per day
Posted: 5 days ago
UK
Interact Consulting
Rate: 650-725pd
Posted: 5 days ago
UK
Interact Consulting
Rate: 500-575pd
Posted: 6 days ago
London
People Source Consulting
Rate: £500 - £550 per day
Posted: 5 days ago
Croydon, Surrey
People Source Consulting
Rate: £600 - £650 per day
Posted: 5 days ago
Newcastle Upon Tyne, Tyne and Wear
Elevate Direct
Rate: From £720 to £766 per day
Posted: 6 days ago