The following table provides summary statistics for contract job vacancies advertised in England 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 24 March 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.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Apache HBase
UK / England
Rank 382 461 529
Rank change year-on-year +79 +68  
Contract jobs citing HBase 204 158 74
As % of all contract IT jobs advertised in England 0.49% 0.32% 0.15%
As % of the Database & Business Intelligence category 2.14% 1.45% 0.69%
Number of daily rates quoted 136 110 60
Median daily rate £550 £600 £525
Median daily rate % change year-on-year -8.33% +14.28%  
90% offered a daily rate of more than £450 £425 £440
10% offered a daily rate of more than £688 £750 £725
UK excluding London median daily rate £525 £713 £495
% change year-on-year -26.31% +43.93%  
Number of hourly rates quoted 1 0 0
Median hourly rate £29.82 - -
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 advertised in England with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
England
Contract job vacancies with a requirement for database and business intelligence skills 9545 10913 10725
As % of all contract IT job vacancies advertised in England 22.84% 22.34% 22.43%
Number of daily rates quoted 6487 7385 6968
Median daily rate £450 £425 £410
Median daily rate % change year-on-year +5.88% +3.65%  
90% offered a daily rate of more than £300 £300 £285
10% offered a daily rate of more than £600 £600 £550
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 107 162 145
Median hourly rate £34.24 £32.50 £32.10
Median hourly rate % change year-on-year +5.35% +1.24%  
90% offered a hourly rate of more than £12.00 £15.00 £16.50
10% offered a hourly rate of more than £47.00 £55.00 £46.09
UK excluding London median hourly rate £31.00 £32.50 £32.50
% change year-on-year -4.61% -  

HBase
Job Vacancy Trend in England

The job posting trend of jobs advertised in England 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 England

HBase
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for HBase in England

HBase
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing HBase in England over the 3 months to 24 March 2017.

Contractor daily rate histogram for HBase in England

HBase
Contractor Hourly Rate Trend in England

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

Contractor hourly rate trend for HBase 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 24 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +60 159 £550 -8.33% 22
South East +49 28 £475 +26.66% 3
South West +1 4 £750 - 1
Yorkshire -4 4 £475 -34.48% 2
North East -16 4 £550 -24.13% 2
East of England -2 2 £638 -15.00% 1
East Midlands - 2 £525 -
HBase
UK

HBase
Top 30 Related IT Skills in England

For the 6 months to 24 March 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.

1 380 (87.16%) Hadoop
2 315 (72.25%) Big Data
3 270 (61.93%) Apache Hive
4 256 (58.72%) Java
5 253 (58.03%) Apache Spark
6 174 (39.91%) Agile Software Development
7 171 (39.22%) HDFS
8 152 (34.86%) Python
9 141 (32.34%) Linux
10 132 (30.28%) MapReduce
11 130 (29.82%) NoSQL
12 126 (28.90%) Scala
13 120 (27.52%) Apache Pig
14 118 (27.06%) Finance
15 114 (26.15%) Apache Cassandra
16 110 (25.23%) Kafka
17 106 (24.31%) DevOps
18 104 (23.85%) SQL
19 103 (23.62%) Banking
20 93 (21.33%) MongoDB
21 87 (19.95%) Hadoop YARN
22 85 (19.50%) Hortonworks
22 85 (19.50%) TDD
22 85 (19.50%) ETL
23 83 (19.04%) Sqoop
24 80 (18.35%) Cloudera
25 78 (17.89%) Oracle
26 77 (17.66%) Oozie
27 76 (17.43%) Microservices
28 67 (15.37%) Amazon AWS

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
1 253 (58.03%) Apache Spark
2 120 (27.52%) Apache Pig
3 63 (14.45%) Apache
4 52 (11.93%) Elasticsearch
5 29 (6.65%) Confluence
6 27 (6.19%) Apache Solr
7 18 (4.13%) SAS
7 18 (4.13%) Tomcat
8 11 (2.52%) WebSphere
9 10 (2.29%) IIS
9 10 (2.29%) Oracle Coherence
10 9 (2.06%) DataSynapse
10 9 (2.06%) Oracle HTTP Server
11 7 (1.61%) Jupyter
12 6 (1.38%) Cloud Foundry
12 6 (1.38%) Oracle SOA Suite
13 5 (1.15%) OpenStack
14 4 (0.92%) Documentum
14 4 (0.92%) Oracle Workflow
15 3 (0.69%) JBoss
Applications
1 12 (2.75%) MS Excel
2 5 (1.15%) SPSS
3 3 (0.69%) Weka
4 1 (0.23%) GNU Octave
Business Applications
1 4 (0.92%) Oracle BPM
1 4 (0.92%) SAP HR
2 2 (0.46%) SAP Oil and Gas
2 2 (0.46%) SAP S/4HANA
Cloud Services
1 67 (15.37%) Amazon AWS
2 20 (4.59%) Amazon EC2
3 19 (4.36%) Amazon S3
4 18 (4.13%) Microsoft Azure
5 15 (3.44%) Amazon EMR
6 11 (2.52%) Cloud Computing
7 9 (2.06%) Google Cloud Platform
8 8 (1.83%) IaaS
9 7 (1.61%) IBM Cloud
10 5 (1.15%) GitHub
10 5 (1.15%) Loggly
10 5 (1.15%) SaaS
10 5 (1.15%) Sumo Logic
11 3 (0.69%) AWS Lambda
11 3 (0.69%) PaaS
12 1 (0.23%) Amazon CloudWatch
12 1 (0.23%) Amazon ELB
12 1 (0.23%) Amazon Kinesis
12 1 (0.23%) AWS CloudFormation
12 1 (0.23%) Virtual Private Cloud
Communications & Networking
1 31 (7.11%) Kerberos
2 18 (4.13%) HTTP
3 12 (2.75%) LAN
3 12 (2.75%) WAN
4 10 (2.29%) Internet
5 9 (2.06%) FCoE
5 9 (2.06%) Fibre Channel
5 9 (2.06%) iSCSI
5 9 (2.06%) NAS
5 9 (2.06%) Network Security
5 9 (2.06%) SAN
6 8 (1.83%) Multicast
7 6 (1.38%) LDAP
8 5 (1.15%) DNS
9 3 (0.69%) FTP
9 3 (0.69%) SSL
10 2 (0.46%) Firewall
10 2 (0.46%) TCP/IP
11 1 (0.23%) SMS
11 1 (0.23%) SNMP
Database & Business Intelligence
1 380 (87.16%) Hadoop
2 315 (72.25%) Big Data
3 270 (61.93%) Apache Hive
4 130 (29.82%) NoSQL
5 114 (26.15%) Apache Cassandra
6 93 (21.33%) MongoDB
7 83 (19.04%) Sqoop
8 59 (13.53%) MySQL
9 58 (13.30%) PostgreSQL
10 54 (12.39%) Relational Database
10 54 (12.39%) SQL Server
11 52 (11.93%) Data Warehouse
12 48 (11.01%) Impala
13 38 (8.72%) Neo4j
14 32 (7.34%) Data Lake
14 32 (7.34%) RDBMS
15 23 (5.28%) QlikView
16 17 (3.90%) BusinessObjects
17 15 (3.44%) DB2
18 14 (3.21%) Pentaho
Development Applications
1 53 (12.16%) Jenkins
2 50 (11.47%) Git (software)
3 34 (7.80%) JIRA
4 23 (5.28%) Cucumber
5 18 (4.13%) IntelliJ
6 14 (3.21%) Talend Open Studio
7 13 (2.98%) Maven
8 7 (1.61%) Gradle
8 7 (1.61%) JUnit
8 7 (1.61%) Vagrant
9 6 (1.38%) Artifactory
9 6 (1.38%) Subversion
10 5 (1.15%) Grunt
11 4 (0.92%) Sonatype Nexus
12 3 (0.69%) Hudson
13 2 (0.46%) Apache Continuum
13 2 (0.46%) FindBugs
13 2 (0.46%) Mockito
13 2 (0.46%) Selenium
13 2 (0.46%) TeamCity
General
1 118 (27.06%) Finance
2 103 (23.62%) Banking
3 38 (8.72%) Investment Banking
4 19 (4.36%) Front Office
5 14 (3.21%) Marketing
6 13 (2.98%) Retail
7 12 (2.75%) Legal
8 7 (1.61%) Publishing
8 7 (1.61%) Telecoms
9 5 (1.15%) Games
10 3 (0.69%) Law
11 2 (0.46%) Electronics
11 2 (0.46%) Financial Institution
11 2 (0.46%) Manufacturing
12 1 (0.23%) Advertising
12 1 (0.23%) Billing
12 1 (0.23%) Corporate Banking
12 1 (0.23%) Multimedia
12 1 (0.23%) Retail Banking
Job Titles
1 171 (39.22%) Developer
2 82 (18.81%) Java Developer
3 77 (17.66%) Architect
4 63 (14.45%) Big Data Developer
5 58 (13.30%) Hadoop Developer
6 56 (12.84%) Data Engineer
7 53 (12.16%) Big Data Engineer
8 52 (11.93%) Data Architect
9 31 (7.11%) Administrator
9 31 (7.11%) Big Data Architect
10 30 (6.88%) Hadoop Engineer
11 29 (6.65%) Scala Developer
12 26 (5.96%) Consultant
13 23 (5.28%) Java Engineer
14 21 (4.82%) Hadoop Administrator
15 20 (4.59%) DevOps Engineer
16 19 (4.36%) Apache Spark Developer
16 19 (4.36%) Java Hadoop Developer
16 19 (4.36%) Senior Developer
17 18 (4.13%) Analyst
Libraries, Frameworks & Software Standards
1 110 (25.23%) Kafka
2 57 (13.07%) HTML
3 55 (12.61%) REST
4 50 (11.47%) AngularJS
5 44 (10.09%) HTML5
6 42 (9.63%) Spring
7 38 (8.72%) CSS
8 35 (8.03%) CSS3
9 28 (6.42%) XML
10 27 (6.19%) Spring Boot
11 26 (5.96%) Apache Camel
12 23 (5.28%) RESTful
13 21 (4.82%) Akka
14 18 (4.13%) jQuery
15 17 (3.90%) Spark Streaming
16 16 (3.67%) Web Services
17 15 (3.44%) Dropwizard
18 14 (3.21%) JSON
18 14 (3.21%) Middleware
19 12 (2.75%) .NET
Miscellaneous
1 63 (14.45%) Analytical Skills
2 26 (5.96%) Computer Science
3 24 (5.50%) Algorithms
3 24 (5.50%) Reference Data
4 18 (4.13%) User Experience
5 16 (3.67%) Data Structures
6 13 (2.98%) Grid Computing
6 13 (2.98%) Replication
7 11 (2.52%) Foreign Exchange (FX)
7 11 (2.52%) Management Information System
8 8 (1.83%) Credit Risk
9 7 (1.61%) Fintech
10 6 (1.38%) Data Centre
11 4 (0.92%) Derivative
11 4 (0.92%) Equities
11 4 (0.92%) Linux Command Line
11 4 (0.92%) Taxonomies
12 3 (0.69%) Clustering
12 3 (0.69%) Online Banking
12 3 (0.69%) Social Network
Operating Systems
1 141 (32.34%) Linux
2 52 (11.93%) Unix
3 24 (5.50%) Windows
4 14 (3.21%) Red Hat Enterprise Linux
5 9 (2.06%) Solaris
6 5 (1.15%) CoreOS
7 3 (0.69%) CentOS
8 2 (0.46%) Android
8 2 (0.46%) Apple iOS
8 2 (0.46%) Fedora
Processes & Methodologies
1 174 (39.91%) Agile Software Development
2 132 (30.28%) MapReduce
3 106 (24.31%) DevOps
4 85 (19.50%) ETL
4 85 (19.50%) TDD
5 76 (17.43%) Microservices
6 62 (14.22%) Analytics
7 61 (13.99%) Business Intelligence
8 59 (13.53%) Data Modelling
9 57 (13.07%) Open Source
10 46 (10.55%) BDD
11 43 (9.86%) Continuous Integration
12 37 (8.49%) Data Architecture
13 34 (7.80%) Scrum
14 33 (7.57%) Performance Tuning
15 32 (7.34%) Data Management
15 32 (7.34%) Machine Learning
16 28 (6.42%) Continuous Delivery
17 27 (6.19%) Mentoring
18 25 (5.73%) Data Integration
Programming Languages
1 256 (58.72%) Java
2 152 (34.86%) Python
3 126 (28.90%) Scala
4 104 (23.85%) SQL
5 42 (9.63%) JavaScript
6 37 (8.49%) R
7 36 (8.26%) Shell Script
8 28 (6.42%) Bash Shell
9 20 (4.59%) Perl
10 15 (3.44%) C++
11 14 (3.21%) C#
12 13 (2.98%) Ruby
13 12 (2.75%) PHP
14 11 (2.52%) C
15 7 (1.61%) MATLAB
16 5 (1.15%) Groovy
16 5 (1.15%) PL/SQL
17 4 (0.92%) ABAP
17 4 (0.92%) T-SQL
18 3 (0.69%) Go
Qualifications
1 43 (9.86%) Security Cleared
2 37 (8.49%) SC Cleared
3 33 (7.57%) Degree
4 11 (2.52%) BPSS Clearance
4 11 (2.52%) DV Cleared
5 8 (1.83%) BC Cleared
6 4 (0.92%) PhD
7 2 (0.46%) CISA
7 2 (0.46%) CISM
7 2 (0.46%) CISSP
8 1 (0.23%) AWS Certification
8 1 (0.23%) PMI Certification
8 1 (0.23%) PMP
Quality Assurance & Compliance
1 18 (4.13%) Data Quality
2 17 (3.90%) QA
3 4 (0.92%) Disclosure Scotland
4 3 (0.69%) PCI DSS
4 3 (0.69%) SLA
5 2 (0.46%) FedRAMP
5 2 (0.46%) MiFID
6 1 (0.23%) Dodd-Frank
6 1 (0.23%) EMIR
System Software
1 171 (39.22%) HDFS
2 62 (14.22%) Apache Flume
3 48 (11.01%) Docker
4 34 (7.80%) Apache ZooKeeper
5 14 (3.21%) Oracle RAC
5 14 (3.21%) VMware Infrastructure
6 13 (2.98%) Active Directory
7 9 (2.06%) NFS
7 9 (2.06%) SRDF
8 8 (1.83%) Hyper-V
8 8 (1.83%) KVM
8 8 (1.83%) Xen
9 5 (1.15%) VirtualBox
10 1 (0.23%) Cronacle
Systems Management
1 87 (19.95%) Hadoop YARN
2 77 (17.66%) Oozie
3 46 (10.55%) Puppet
4 44 (10.09%) Ansible
4 44 (10.09%) Opscode Chef
5 25 (5.73%) Nagios
6 16 (3.67%) Ambari
6 16 (3.67%) Terraform
7 12 (2.75%) Kubernetes
8 10 (2.29%) Kibana
9 8 (1.83%) Graphite
10 6 (1.38%) Salt
11 5 (1.15%) Grafana
11 5 (1.15%) Mesos
11 5 (1.15%) ZABBIX
12 4 (0.92%) logstash
13 3 (0.69%) Chronos
13 3 (0.69%) Marathon
14 1 (0.23%) OpenAM
14 1 (0.23%) Rancher
Vendors
1 85 (19.50%) Hortonworks
2 80 (18.35%) Cloudera
3 78 (17.89%) Oracle
4 25 (5.73%) Ab Initio
4 25 (5.73%) Informatica
5 24 (5.50%) Tableau
6 21 (4.82%) Splunk
7 20 (4.59%) SAP
8 18 (4.13%) IBM
8 18 (4.13%) Red Hat
9 16 (3.67%) MapR
9 16 (3.67%) SaltStack
10 15 (3.44%) Sybase
11 14 (3.21%) Talend
11 14 (3.21%) VMware
12 13 (2.98%) MicroStrategy
13 12 (2.75%) Cisco
13 12 (2.75%) Cognos
13 12 (2.75%) Google
13 12 (2.75%) Nuix
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