Period
to 19 November 2017

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 6 months to 19 November 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 > England
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 368 493 606
Rank change year-on-year +125 +113 +125
Contract jobs citing HBase 605 403 258
As % of all contract IT jobs advertised in England 0.65% 0.41% 0.25%
As % of the Database & Business Intelligence category 2.94% 1.83% 1.06%
Number of daily rates quoted 443 239 166
England median daily rate £550 £550 £575
Median daily rate % change year-on-year - -4.35% +4.55%
10th Percentile £411 £413 £413
90th Percentile £718 £703 £675
UK median daily rate £550 £550 £575
% change year-on-year - -4.35% +4.55%
Number of hourly rates quoted 1 0 2
England median hourly rate £35.00 - £33.55
UK median hourly rate £35.00 - £33.55

HBase is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Contract vacancies with a requirement for database or business intelligence skills 20601 21981 24454
As % of all contract IT jobs advertised in England 22.10% 22.57% 23.35%
Number of daily rates quoted 14264 14751 16280
England median daily rate £458 £425 £413
Median daily rate % change year-on-year +7.65% +3.03% +3.13%
10th Percentile £313 £288 £275
90th Percentile £638 £600 £588
UK median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% +0.63%
Number of hourly rates quoted 261 319 381
England median hourly rate £31.50 £28.00 £28.00
Median hourly rate % change year-on-year +12.50% - +16.67%
10th Percentile £14.25 £11.20 £12.00
90th Percentile £56.75 £48.15 £52.17
UK median hourly rate £31.15 £28.18 £29.25
% change year-on-year +10.54% -3.66% +21.88%

HBase
Job Vacancy Trend in England

Job postings citing HBase as a percentage of all IT jobs advertised in England.

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 6 months to 19 November 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 contractor hourly rates quoted in IT 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 6 months to 19 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +123 458 £550 -4.35% 25
South East -8 78 £500 +11.11% 6
North of England +62 44 £525 -0.47% 1
Yorkshire +38 42 £525 +5.00% 1
East of England -14 15 £525 +23.17% 6
South West +2 9 £450 +12.50%
North East +74 8 £610 +22.00%
North West +21 8 £610 -2.40%
HBase
UK

For the 6 months to 19 November 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.

1 557 (92.07%) Hadoop
2 491 (81.16%) Big Data
3 430 (71.07%) Java
4 385 (63.64%) Apache Spark
5 337 (55.70%) Kafka
6 274 (45.29%) HDFS
7 262 (43.31%) Agile Software Development
8 255 (42.15%) Apache Hive
9 225 (37.19%) TDD
10 203 (33.55%) MapReduce
11 201 (33.22%) Linux
12 197 (32.56%) REST
13 177 (29.26%) Spring
14 176 (29.09%) Security Cleared
14 176 (29.09%) Microservices
15 175 (28.93%) BDD
16 162 (26.78%) Python
17 158 (26.12%) Scrum
18 152 (25.12%) SQL
18 152 (25.12%) NoSQL
19 147 (24.30%) SC Cleared
20 144 (23.80%) Docker
20 144 (23.80%) Spring Boot
21 136 (22.48%) Scala
22 135 (22.31%) JIRA
23 132 (21.82%) Analytics
24 130 (21.49%) Apache Flume
25 122 (20.17%) Jenkins
25 122 (20.17%) Finance
26 119 (19.67%) ETL

HBase
Co-occurring 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
1 385 (63.64%) Apache Spark
2 117 (19.34%) Confluence
3 112 (18.51%) Apache
4 94 (15.54%) Apache Solr
5 69 (11.40%) Apache Pig
6 57 (9.42%) Elasticsearch
7 32 (5.29%) Tomcat
8 16 (2.64%) Cloud Foundry
8 16 (2.64%) OpenStack
9 14 (2.31%) GemFire
10 11 (1.82%) SAS
11 7 (1.16%) Apache Airflow
11 7 (1.16%) JBoss
11 7 (1.16%) Jupyter
12 3 (0.50%) Jetty
12 3 (0.50%) Oracle Coherence
12 3 (0.50%) WebLogic
13 2 (0.33%) CMS
13 2 (0.33%) nginx
13 2 (0.33%) Sitecore CMS
Applications
1 2 (0.33%) Photoshop
2 1 (0.17%) Gephi
2 1 (0.17%) Microsoft Excel
2 1 (0.17%) Microsoft PowerPoint
2 1 (0.17%) SPSS
2 1 (0.17%) Stata
Business Applications
1 1 (0.17%) Primavera
Cloud Services
1 106 (17.52%) Amazon AWS
2 100 (16.53%) GitHub
3 36 (5.95%) Amazon S3
4 29 (4.79%) Google Cloud Platform
5 24 (3.97%) Amazon EC2
6 21 (3.47%) PaaS
7 17 (2.81%) Amazon EMR
8 12 (1.98%) Amazon Kinesis
8 12 (1.98%) Google Analytics
8 12 (1.98%) Microsoft Azure
9 10 (1.65%) Amazon CloudWatch
9 10 (1.65%) Virtual Private Cloud
10 5 (0.83%) AWS CloudFormation
10 5 (0.83%) Cloud Computing
10 5 (0.83%) OpenShift
11 4 (0.66%) IaaS
12 3 (0.50%) Route 53
12 3 (0.50%) SaaS
13 2 (0.33%) Azure Data Factory
14 1 (0.17%) Loggly
Communications & Networking
1 106 (17.52%) Kerberos
2 16 (2.64%) HTTP
3 15 (2.48%) LAN
4 14 (2.31%) VPN
4 14 (2.31%) WAN
5 10 (1.65%) DSL
6 6 (0.99%) Internet
7 4 (0.66%) LDAP
7 4 (0.66%) SSL
8 3 (0.50%) Network Security
9 1 (0.17%) DNS
9 1 (0.17%) OpenLDAP
Database & Business Intelligence
1 557 (92.07%) Hadoop
2 491 (81.16%) Big Data
3 255 (42.15%) Apache Hive
4 152 (25.12%) NoSQL
5 114 (18.84%) Impala
6 110 (18.18%) PostgreSQL
7 103 (17.02%) Sqoop
8 86 (14.21%) MongoDB
9 73 (12.07%) Apache Cassandra
10 51 (8.43%) Relational Database
11 37 (6.12%) Data Warehouse
12 31 (5.12%) Amazon RDS
12 31 (5.12%) SQL Server
13 29 (4.79%) Data Lake
14 25 (4.13%) MySQL
15 24 (3.97%) Mahout
16 21 (3.47%) BigQuery
17 20 (3.31%) RDBMS
18 19 (3.14%) Amazon DynamoDB
18 19 (3.14%) DataStax
Development Applications
1 135 (22.31%) JIRA
2 122 (20.17%) Jenkins
3 110 (18.18%) Cucumber
4 105 (17.36%) Git (software)
5 71 (11.74%) IntelliJ
6 43 (7.11%) GitLab
7 25 (4.13%) Gradle
8 19 (3.14%) Maven
8 19 (3.14%) Talend Open Studio
9 18 (2.98%) JUnit
10 13 (2.15%) Team Foundation Server
11 10 (1.65%) Artifactory
12 7 (1.16%) ERwin
12 7 (1.16%) Sonatype Nexus
12 7 (1.16%) Subversion
13 5 (0.83%) SonarQube
13 5 (0.83%) TeamCity
14 4 (0.66%) Ant
15 3 (0.50%) HP UFT
15 3 (0.50%) Mercurial
General
1 122 (20.17%) Finance
2 52 (8.60%) Banking
3 39 (6.45%) Telecoms
4 33 (5.45%) Marketing
5 23 (3.80%) Electronics
5 23 (3.80%) Manufacturing
6 22 (3.64%) Front Office
7 19 (3.14%) Retail
8 15 (2.48%) Investment Banking
9 7 (1.16%) Legal
10 4 (0.66%) Law
10 4 (0.66%) Retail Banking
11 3 (0.50%) Pharmaceutical
12 2 (0.33%) Publishing
13 1 (0.17%) Games
Job Titles
1 262 (43.31%) Developer
2 139 (22.98%) Java Developer
3 117 (19.34%) Data Engineer
4 108 (17.85%) Big Data Developer
5 88 (14.55%) Architect
6 85 (14.05%) Big Data Engineer
7 70 (11.57%) Data Architect
8 65 (10.74%) Hadoop Engineer
9 61 (10.08%) Hadoop Developer
10 42 (6.94%) Big Data Architect
11 41 (6.78%) DevOps Engineer
12 33 (5.45%) Senior Developer
13 31 (5.12%) Scala Developer
14 27 (4.46%) Java Engineer
15 25 (4.13%) SC Cleared Java Developer
15 25 (4.13%) Senior Java Developer
16 22 (3.64%) Senior Data Engineer
16 22 (3.64%) Senior Hadoop Engineer
17 21 (3.47%) Apache Spark Developer
17 21 (3.47%) Java Hadoop Developer
Libraries, Frameworks & Software Standards
1 337 (55.70%) Kafka
2 197 (32.56%) REST
3 177 (29.26%) Spring
4 144 (23.80%) Spring Boot
5 108 (17.85%) Apache Camel
6 95 (15.70%) Web Services
7 77 (12.73%) JSON
8 70 (11.57%) Drools
9 66 (10.91%) RESTful
10 64 (10.58%) Spark Streaming
11 54 (8.93%) Samza
12 40 (6.61%) J2EE
13 38 (6.28%) Hibernate
14 37 (6.12%) XML
15 36 (5.95%) AngularJS
16 34 (5.62%) RabbitMQ
17 31 (5.12%) Guice
17 31 (5.12%) JMS
18 26 (4.30%) HTML
19 24 (3.97%) JPA
Miscellaneous
1 94 (15.54%) Algorithms
2 78 (12.89%) Analytical Skills
3 31 (5.12%) Greenfield Project
4 25 (4.13%) Computer Science
4 25 (4.13%) Data Structures
5 21 (3.47%) Market Risk
5 21 (3.47%) Replication
6 18 (2.98%) Linux Command Line
6 18 (2.98%) Virtual Team
7 15 (2.48%) Management Information System
8 11 (1.82%) Reference Data
9 9 (1.49%) Credit Risk
10 8 (1.32%) Foreign Exchange (FX)
11 7 (1.16%) Fintech
12 6 (0.99%) Enterprise Software
13 5 (0.83%) Data Centre
13 5 (0.83%) Derivative
13 5 (0.83%) Grid Computing
13 5 (0.83%) Interest Rate Derivative
14 4 (0.66%) User Experience
Operating Systems
1 201 (33.22%) Linux
2 79 (13.06%) Unix
3 25 (4.13%) Red Hat Enterprise Linux
4 16 (2.64%) Ubuntu
5 14 (2.31%) Windows
6 5 (0.83%) CentOS
7 3 (0.50%) AIX
7 3 (0.50%) Android
7 3 (0.50%) Apple iOS
8 1 (0.17%) CoreOS
8 1 (0.17%) Debian
8 1 (0.17%) Mac OS X
8 1 (0.17%) Windows Server
8 1 (0.17%) Windows Server 2008
Processes & Methodologies
1 262 (43.31%) Agile Software Development
2 225 (37.19%) TDD
3 203 (33.55%) MapReduce
4 176 (29.09%) Microservices
5 175 (28.93%) BDD
6 158 (26.12%) Scrum
7 132 (21.82%) Analytics
8 119 (19.67%) ETL
9 118 (19.50%) Data Architecture
10 109 (18.02%) DevOps
11 102 (16.86%) Continuous Integration
12 88 (14.55%) Data Modelling
13 61 (10.08%) Business Intelligence
14 56 (9.26%) Data Analytics
15 51 (8.43%) OO
16 49 (8.10%) Open Source
17 43 (7.11%) Visualisation
18 41 (6.78%) Coaching
19 40 (6.61%) Multithreading
20 36 (5.95%) Mentoring
Programming Languages
1 430 (71.07%) Java
2 162 (26.78%) Python
3 152 (25.12%) SQL
4 136 (22.48%) Scala
5 70 (11.57%) Shell Script
6 28 (4.63%) Bash Shell
7 22 (3.64%) R
8 20 (3.31%) Groovy
9 18 (2.98%) JavaScript
10 9 (1.49%) HiveQL
11 8 (1.32%) C#
12 7 (1.16%) Ruby
13 5 (0.83%) Go
13 5 (0.83%) PL/SQL
14 4 (0.66%) Perl
15 3 (0.50%) MATLAB
15 3 (0.50%) T-SQL
16 2 (0.33%) COBOL
16 2 (0.33%) Pig Latin
17 1 (0.17%) Clojure
Qualifications
1 176 (29.09%) Security Cleared
2 147 (24.30%) SC Cleared
3 39 (6.45%) Degree
4 25 (4.13%) DV Cleared
5 10 (1.65%) Computer Science Degree
6 6 (0.99%) DBS Check
6 6 (0.99%) Numerate Degree
7 5 (0.83%) Master's Degree
8 4 (0.66%) CTC Cleared
9 3 (0.50%) ISTQB
9 3 (0.50%) PhD
10 1 (0.17%) BPSS Clearance
10 1 (0.17%) CISA
10 1 (0.17%) CISM
10 1 (0.17%) CISSP
10 1 (0.17%) ISEB
10 1 (0.17%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 40 (6.61%) Data Quality
2 28 (4.63%) QA
3 6 (0.99%) MiFID
4 2 (0.33%) Dodd-Frank
5 1 (0.17%) Basel III
5 1 (0.17%) EMIR
5 1 (0.17%) FedRAMP
5 1 (0.17%) PCI DSS
5 1 (0.17%) SLA
System Software
1 274 (45.29%) HDFS
2 144 (23.80%) Docker
3 130 (21.49%) Apache Flume
4 101 (16.69%) Apache ZooKeeper
5 2 (0.33%) Active Directory
5 2 (0.33%) VMware Infrastructure
6 1 (0.17%) Oracle RAC
6 1 (0.17%) VirtualBox
Systems Management
1 106 (17.52%) Kubernetes
2 98 (16.20%) Ansible
3 67 (11.07%) Terraform
4 61 (10.08%) Hadoop YARN
5 54 (8.93%) Oozie
6 34 (5.62%) Puppet
7 29 (4.79%) Ambari
8 16 (2.64%) Prometheus
9 14 (2.31%) Control-M
9 14 (2.31%) Opscode Chef
10 10 (1.65%) Graphite
11 9 (1.49%) Mesos
12 5 (0.83%) ZABBIX
13 4 (0.66%) Salt
14 3 (0.50%) Apache Slider
14 3 (0.50%) ITRS Geneos
14 3 (0.50%) Nagios
15 2 (0.33%) Kibana
16 1 (0.17%) BladeLogic
16 1 (0.17%) logstash
Vendors
1 93 (15.37%) Cloudera
2 70 (11.57%) Oracle
3 68 (11.24%) Hortonworks
4 45 (7.44%) Google
5 33 (5.45%) SAP
6 28 (4.63%) Red Hat
7 25 (4.13%) IBM
8 24 (3.97%) Informatica
8 24 (3.97%) MapR
9 22 (3.64%) Tableau
10 19 (3.14%) Talend
11 16 (2.64%) Splunk
11 16 (2.64%) Teradata
12 12 (1.98%) Salesforce.com
13 9 (1.49%) Nuix
14 6 (0.99%) CA
15 4 (0.66%) SaltStack
15 4 (0.66%) Sybase
16 3 (0.50%) Adobe
16 3 (0.50%) Microsoft