Period
to 17 August 2019

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 17 August 2019 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
17 Aug 2019
Same period 2018 Same period 2017
Rank 520 409 372
Rank change year-on-year -111 -37 +187
Contract jobs citing HBase 304 542 553
As % of all contract IT jobs advertised in England 0.37% 0.58% 0.63%
As % of the Database & Business Intelligence category 1.65% 2.51% 2.77%
Number of daily rates quoted 211 374 392
England median daily rate £560 £550 £538
Median daily rate % change year-on-year +1.82% +2.33% -6.52%
10th Percentile £450 £427 £400
90th Percentile £688 £713 £700
UK median daily rate £550 £550 £525
% change year-on-year - +4.76% -8.70%
Number of hourly rates quoted 0 0 1
England median hourly rate - - £35.00
UK median hourly rate - - £35.00

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 18,395 21,604 19,967
As % of all contract IT jobs advertised in England 22.12% 22.96% 22.63%
Number of daily rates quoted 12,751 15,226 13,429
England median daily rate £475 £475 £450
Median daily rate % change year-on-year - +5.56% +5.88%
10th Percentile £325 £313 £300
90th Percentile £650 £638 £625
UK median daily rate £475 £463 £450
% change year-on-year +2.70% +2.78% +5.88%
Number of hourly rates quoted 241 227 229
England median hourly rate £35.00 £30.00 £30.00
Median hourly rate % change year-on-year +16.67% - +5.26%
10th Percentile £14.32 £14.00 £11.18
90th Percentile £60.00 £52.60 £52.50
UK median hourly rate £35.00 £28.75 £31.00
% change year-on-year +21.74% -7.26% +8.77%

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 17 August 2019.

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 17 August 2019. 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 -96 172 £575 +4.55% 16
South East 0 59 £514 +2.75% 4
North of England -7 35 £525 -4.55% 1
Yorkshire -2 23 £525 +10.53% 1
South West -26 15 £550 +4.76%
East of England +27 13 £550 - 3
North West -6 11 £500 -13.04%
Midlands +38 10 £525 +61.54% 1
East Midlands +33 9 £525 -
North East +21 1 £588 -6.00%
West Midlands +19 1 £600 +84.62% 1
HBase
UK

For the 6 months to 17 August 2019, IT contractor jobs citing HBase also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the England region with a requirement for HBase.

1 239 (78.62%) Hadoop
2 199 (65.46%) Apache Spark
3 192 (63.16%) Big Data
4 169 (55.59%) Kafka
5 164 (53.95%) Apache Hive
6 146 (48.03%) Java
7 120 (39.47%) Agile Software Development
8 116 (38.16%) Python
9 112 (36.84%) Linux
9 112 (36.84%) HDFS
10 102 (33.55%) Jenkins
11 92 (30.26%) SQL
12 85 (27.96%) Unix
13 83 (27.30%) Scala
14 80 (26.32%) TDD
15 72 (23.68%) Git (software)
16 69 (22.70%) Finance
17 66 (21.71%) DevOps
18 64 (21.05%) Docker
19 61 (20.07%) Amazon AWS
20 57 (18.75%) NoSQL
20 57 (18.75%) Hadoop YARN
20 57 (18.75%) Continuous Integration
21 56 (18.42%) JIRA
21 56 (18.42%) Analytics
22 51 (16.78%) Apache Cassandra
22 51 (16.78%) PostgreSQL
23 48 (15.79%) BDD
23 48 (15.79%) Security Cleared
24 45 (14.80%) Apache

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
1 199 (65.46%) Apache Spark
2 45 (14.80%) Apache
3 40 (13.16%) Elasticsearch
4 27 (8.88%) Confluence
5 26 (8.55%) Apache Solr
6 17 (5.59%) Apache Pig
7 10 (3.29%) JBoss
8 7 (2.30%) Apache Airflow
9 6 (1.97%) Tomcat
10 4 (1.32%) SAS
11 2 (0.66%) Jupyter
12 1 (0.33%) GemFire
12 1 (0.33%) Oracle Coherence
Applications
1 6 (1.97%) Weka
2 2 (0.66%) MS Visio
Business Applications
1 4 (1.32%) SAP ERP
1 4 (1.32%) SAP Oil and Gas
1 4 (1.32%) SAP S/4HANA
Cloud Services
1 61 (20.07%) Amazon AWS
2 38 (12.50%) GitHub
3 29 (9.54%) Google Cloud Platform
4 23 (7.57%) Microsoft Azure
5 21 (6.91%) Amazon EMR
6 18 (5.92%) Amazon S3
7 16 (5.26%) Serverless
8 13 (4.28%) Amazon ECS
9 11 (3.62%) Amazon Kinesis
10 10 (3.29%) AWS Lambda
11 8 (2.63%) Amazon Glacier
12 7 (2.30%) AWS CloudFormation
12 7 (2.30%) Power Platform
13 6 (1.97%) Amazon EC2
14 5 (1.64%) Azure Machine Learning
14 5 (1.64%) Data Lake Analytics
14 5 (1.64%) Virtual Private Cloud
15 4 (1.32%) Cloud Computing
16 3 (0.99%) IaaS
16 3 (0.99%) PaaS
Communications & Networking
1 25 (8.22%) Kerberos
2 6 (1.97%) OpenLDAP
3 4 (1.32%) SSL
4 2 (0.66%) 2.5G
4 2 (0.66%) 2G
4 2 (0.66%) 3G
4 2 (0.66%) 4G
4 2 (0.66%) 5G
4 2 (0.66%) Multicast
5 1 (0.33%) Internet
Database & Business Intelligence
1 239 (78.62%) Hadoop
2 192 (63.16%) Big Data
3 164 (53.95%) Apache Hive
4 57 (18.75%) NoSQL
5 51 (16.78%) Apache Cassandra
5 51 (16.78%) PostgreSQL
6 42 (13.82%) Data Warehouse
7 40 (13.16%) MongoDB
8 39 (12.83%) Impala
9 30 (9.87%) Data Lake
10 27 (8.88%) Sqoop
11 21 (6.91%) Parquet
12 20 (6.58%) SQL Server
13 18 (5.92%) Amazon Redshift
13 18 (5.92%) Relational Database
14 15 (4.93%) Data Mining
15 14 (4.61%) Presto
16 12 (3.95%) HDInsight
17 11 (3.62%) Flink
17 11 (3.62%) Spark SQL
Development Applications
1 102 (33.55%) Jenkins
2 72 (23.68%) Git (software)
3 56 (18.42%) JIRA
4 27 (8.88%) Maven
5 24 (7.89%) Gradle
6 16 (5.26%) Sonatype Nexus
7 14 (4.61%) GitLab
7 14 (4.61%) IntelliJ
8 12 (3.95%) JUnit
9 11 (3.62%) Atlassian Bamboo
9 11 (3.62%) Subversion
9 11 (3.62%) Travis CI
10 10 (3.29%) Cucumber
11 8 (2.63%) Eclipse
12 4 (1.32%) ERwin
12 4 (1.32%) Visual Studio Team System
13 3 (0.99%) SoapUI
14 2 (0.66%) FindBugs
14 2 (0.66%) Hudson
14 2 (0.66%) Team Foundation Server
General
1 69 (22.70%) Finance
2 27 (8.88%) Banking
3 10 (3.29%) Retail Banking
4 9 (2.96%) Legal
5 8 (2.63%) Publishing
6 7 (2.30%) Retail
6 7 (2.30%) Telecoms
7 5 (1.64%) Games
8 2 (0.66%) Marketing
9 1 (0.33%) Advertising
9 1 (0.33%) Aerospace
9 1 (0.33%) Front Office
9 1 (0.33%) Investment Banking
9 1 (0.33%) Manufacturing
Job Titles
1 101 (33.22%) Developer
2 82 (26.97%) Data Engineer
3 56 (18.42%) Java Developer
4 50 (16.45%) Big Data Engineer
5 31 (10.20%) Administrator
5 31 (10.20%) Architect
6 30 (9.87%) Hadoop Developer
7 29 (9.54%) Hadoop Administrator
8 28 (9.21%) Big Data Developer
9 22 (7.24%) Hadoop Engineer
10 16 (5.26%) Scala Developer
11 15 (4.93%) DevOps Engineer
11 15 (4.93%) Java Hadoop Developer
12 14 (4.61%) Data Architect
13 12 (3.95%) AWS Developer
13 12 (3.95%) Cloud Engineer
13 12 (3.95%) Java Engineer
14 10 (3.29%) Software Engineer
15 9 (2.96%) Front End Developer (Client-Side Developer)
15 9 (2.96%) Solutions Architect
Libraries, Frameworks & Software Standards
1 169 (55.59%) Kafka
2 40 (13.16%) Spring
3 35 (11.51%) Spark Streaming
4 33 (10.86%) REST
5 32 (10.53%) JSON
6 31 (10.20%) Web Services
7 23 (7.57%) Hibernate
8 22 (7.24%) JSON Schema
9 20 (6.58%) Apache Camel
9 20 (6.58%) RabbitMQ
9 20 (6.58%) Samza
10 19 (6.25%) Apache Avro
10 19 (6.25%) JPA
11 17 (5.59%) CSS
11 17 (5.59%) RESTful
12 14 (4.61%) Apache NiFi
12 14 (4.61%) React
12 14 (4.61%) Spring Boot
13 13 (4.28%) AngularJS
13 13 (4.28%) Node.js
Miscellaneous
1 22 (7.24%) Linux Command Line
2 17 (5.59%) Analytical Skills
3 14 (4.61%) Greenfield Project
4 13 (4.28%) Cloud Native
5 12 (3.95%) Self-Motivation
5 12 (3.95%) Virtual Team
6 10 (3.29%) Data Structures
7 7 (2.30%) PKI
8 5 (1.64%) Algorithms
9 4 (1.32%) Management Information System
9 4 (1.32%) User Experience
10 3 (0.99%) Enterprise Software
10 3 (0.99%) Reference Data
10 3 (0.99%) Replication
11 2 (0.66%) Data Protection Act
11 2 (0.66%) Mainframe
11 2 (0.66%) Public Cloud
12 1 (0.33%) Fixed Income
12 1 (0.33%) Foreign Exchange (FX)
12 1 (0.33%) NHS
Operating Systems
1 112 (36.84%) Linux
2 85 (27.96%) Unix
3 12 (3.95%) Red Hat Enterprise Linux
4 7 (2.30%) CentOS
5 6 (1.97%) Ubuntu
6 4 (1.32%) SUSE Linux Enterprise Server
6 4 (1.32%) Windows
7 2 (0.66%) Solaris
8 1 (0.33%) Android
8 1 (0.33%) Apple iOS
8 1 (0.33%) zOS
Processes & Methodologies
1 120 (39.47%) Agile Software Development
2 80 (26.32%) TDD
3 66 (21.71%) DevOps
4 57 (18.75%) Continuous Integration
5 56 (18.42%) Analytics
6 48 (15.79%) BDD
7 45 (14.80%) ETL
8 36 (11.84%) Data Science
9 31 (10.20%) Microservices
10 29 (9.54%) MapReduce
10 29 (9.54%) Software Engineering
11 28 (9.21%) Computer Science
11 28 (9.21%) Scrum
11 28 (9.21%) SDLC
12 27 (8.88%) Data Modelling
13 26 (8.55%) Deployment Automation
13 26 (8.55%) Performance Tuning
13 26 (8.55%) Test Automation
13 26 (8.55%) Unit Testing
14 24 (7.89%) Functional Programming
Programming Languages
1 146 (48.03%) Java
2 116 (38.16%) Python
3 92 (30.26%) SQL
4 83 (27.30%) Scala
5 37 (12.17%) Shell Script
6 32 (10.53%) R
7 26 (8.55%) Java 8
8 25 (8.22%) Bash Shell
9 21 (6.91%) JavaScript
10 16 (5.26%) Ruby
11 12 (3.95%) Perl
12 8 (2.63%) MATLAB
13 7 (2.30%) Groovy
13 7 (2.30%) PL/SQL
14 6 (1.97%) C#
14 6 (1.97%) C++
15 4 (1.32%) Go
15 4 (1.32%) TypeScript
16 2 (0.66%) C
16 2 (0.66%) SPARQL
Qualifications
1 48 (15.79%) Security Cleared
2 40 (13.16%) SC Cleared
3 24 (7.89%) Degree
4 6 (1.97%) Master's Degree
5 3 (0.99%) AWS Certification
5 3 (0.99%) Computer Science Degree
5 3 (0.99%) PhD
6 2 (0.66%) DV Cleared
6 2 (0.66%) TOGAF Certification
7 1 (0.33%) CISSP
7 1 (0.33%) ISTQB
7 1 (0.33%) MCSE
7 1 (0.33%) Microsoft Certification
Quality Assurance & Compliance
1 9 (2.96%) Data Quality
2 3 (0.99%) IFRS
2 3 (0.99%) QA
3 2 (0.66%) GDPR
4 1 (0.33%) PMO
System Software
1 112 (36.84%) HDFS
2 64 (21.05%) Docker
3 26 (8.55%) Apache Flume
4 24 (7.89%) Apache ZooKeeper
5 5 (1.64%) Active Directory
5 5 (1.64%) vSphere
Systems Management
1 57 (18.75%) Hadoop YARN
2 43 (14.14%) Ansible
3 40 (13.16%) Oozie
4 29 (9.54%) Kubernetes
4 29 (9.54%) Puppet
5 25 (8.22%) Terraform
6 18 (5.92%) Opscode Chef
7 7 (2.30%) ZABBIX
8 5 (1.64%) logstash
8 5 (1.64%) vCenter Server
9 3 (0.99%) Ambari
9 3 (0.99%) Kibana
9 3 (0.99%) Mesos
10 2 (0.66%) Consul
10 2 (0.66%) Docker Swarm
10 2 (0.66%) Prometheus
10 2 (0.66%) Salt
11 1 (0.33%) Nagios
Vendors
1 33 (10.86%) Cloudera
2 30 (9.87%) Hortonworks
3 26 (8.55%) Google
4 18 (5.92%) Informatica
5 17 (5.59%) Microsoft
6 13 (4.28%) MapR
6 13 (4.28%) Oracle
7 11 (3.62%) Tableau
8 10 (3.29%) Red Hat
9 8 (2.63%) Teradata
10 7 (2.30%) SAP
10 7 (2.30%) Splunk
10 7 (2.30%) Talend
11 5 (1.64%) Databricks
12 4 (1.32%) Alteryx
12 4 (1.32%) StreamSets
13 2 (0.66%) Datameer
13 2 (0.66%) IBM
13 2 (0.66%) Solace
13 2 (0.66%) Sybase