Period
to 12 December 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 12 December 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
12 Dec 2019
Same period 2018 Same period 2017
Rank 562 452 367
Rank change year-on-year -110 -85 +111
Contract jobs citing HBase 194 471 638
As % of all contract IT jobs advertised in England 0.27% 0.49% 0.67%
As % of the Database & Business Intelligence category 1.24% 2.15% 3.05%
Number of daily rates quoted 124 313 465
England median daily rate £550 £575 £550
Median daily rate % change year-on-year -4.35% +4.55% -
10th Percentile £463 £438 £413
90th Percentile £700 £763 £700
UK median daily rate £550 £575 £550
% change year-on-year -4.35% +4.55% -
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 15,658 21,883 20,950
As % of all contract IT jobs advertised in England 21.45% 22.72% 22.03%
Number of daily rates quoted 10,634 15,382 14,593
England median daily rate £475 £475 £463
Median daily rate % change year-on-year - +2.70% +8.82%
10th Percentile £325 £319 £313
90th Percentile £663 £650 £638
UK median daily rate £475 £475 £450
% change year-on-year - +5.56% +5.88%
Number of hourly rates quoted 228 230 244
England median hourly rate £31.75 £33.75 £32.00
Median hourly rate % change year-on-year -5.93% +5.47% +16.36%
10th Percentile £13.92 £14.00 £14.68
90th Percentile £72.15 £57.50 £56.84
UK median hourly rate £31.75 £32.49 £30.63
% change year-on-year -2.27% +6.08% +9.38%

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 12 December 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 12 December 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 -67 113 £575 -0.86% 14
South East +27 44 £515 -6.36% 6
North of England +16 19 £480 -12.73% 4
Yorkshire +30 12 £500 -9.09% 2
Midlands +53 9 £525 +62.79% 5
East Midlands +30 9 £525 +64.06% 4
South West -1 9 £580 +6.67% 1
North West 0 7 £450 -25.00% 2
HBase
UK

For the 6 months to 12 December 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.

1 147 (75.77%) Hadoop
2 122 (62.89%) Java
3 111 (57.22%) Kafka
4 107 (55.15%) Big Data
5 106 (54.64%) Apache Spark
6 91 (46.91%) SQL
7 88 (45.36%) Python
8 85 (43.81%) Apache Hive
9 83 (42.78%) Scala
10 73 (37.63%) HDFS
11 72 (37.11%) NoSQL
12 66 (34.02%) Finance
13 64 (32.99%) Analytics
14 61 (31.44%) AWS
15 59 (30.41%) Apache Cassandra
16 53 (27.32%) Agile Software Development
16 53 (27.32%) Microservices
17 52 (26.80%) Linux
18 51 (26.29%) Jenkins
19 49 (25.26%) MongoDB
20 46 (23.71%) Software Engineering
21 44 (22.68%) Web Services
21 44 (22.68%) GCP
22 42 (21.65%) TDD
22 42 (21.65%) Azure
23 39 (20.10%) Unix
23 39 (20.10%) Hadoop YARN
24 38 (19.59%) Docker
24 38 (19.59%) ETL
24 38 (19.59%) PostgreSQL

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
1 106 (54.64%) Apache Spark
2 29 (14.95%) Apache
3 18 (9.28%) Confluence
3 18 (9.28%) Elasticsearch
4 10 (5.15%) JBoss
5 9 (4.64%) OpenStack
6 7 (3.61%) Apache Pig
7 6 (3.09%) Apache Solr
8 4 (2.06%) SAS
8 4 (2.06%) Tomcat
9 3 (1.55%) Apache Airflow
10 2 (1.03%) Cloud Foundry
11 1 (0.52%) GemFire
Applications
1 3 (1.55%) Weka
Business Applications
1 20 (10.31%) FINCAD Analytics
Cloud Services
1 61 (31.44%) AWS
2 44 (22.68%) GCP
3 42 (21.65%) Azure
4 20 (10.31%) AWS Step Functions
5 14 (7.22%) Amazon Kinesis
6 12 (6.19%) Amazon EMR
6 12 (6.19%) Amazon S3
6 12 (6.19%) AWS Lambda
6 12 (6.19%) Serverless
7 10 (5.15%) GitHub
8 8 (4.12%) Amazon EC2
9 7 (3.61%) AWS CloudFormation
9 7 (3.61%) Virtual Private Cloud
10 6 (3.09%) Amazon ECS
11 4 (2.06%) Amazon Glacier
12 2 (1.03%) Cloud Computing
12 2 (1.03%) PaaS
13 1 (0.52%) Amazon EKS
13 1 (0.52%) AWS Fargate
13 1 (0.52%) Power Platform
Communications & Networking
1 11 (5.67%) Kerberos
2 5 (2.58%) SSL
3 4 (2.06%) OpenLDAP
4 2 (1.03%) Multicast
5 1 (0.52%) HTTP
5 1 (0.52%) VPN
Database & Business Intelligence
1 147 (75.77%) Hadoop
2 107 (55.15%) Big Data
3 85 (43.81%) Apache Hive
4 72 (37.11%) NoSQL
5 59 (30.41%) Apache Cassandra
6 49 (25.26%) MongoDB
7 38 (19.59%) PostgreSQL
8 30 (15.46%) Relational Database
9 24 (12.37%) Impala
9 24 (12.37%) RDBMS
10 20 (10.31%) Amazon Athena
10 20 (10.31%) Amazon DynamoDB
10 20 (10.31%) Couchbase
10 20 (10.31%) DB2
10 20 (10.31%) MariaDB
10 20 (10.31%) Neo4j
10 20 (10.31%) Redis
11 17 (8.76%) Amazon Aurora
12 16 (8.25%) Data Warehouse
13 12 (6.19%) Amazon Redshift
Development Applications
1 51 (26.29%) Jenkins
2 30 (15.46%) JIRA
3 28 (14.43%) Git (software)
4 10 (5.15%) Maven
5 9 (4.64%) Sonatype Nexus
6 8 (4.12%) Travis CI
7 7 (3.61%) Atlassian Bamboo
7 7 (3.61%) GitLab
7 7 (3.61%) Gradle
8 5 (2.58%) IBM UrbanCode
9 4 (2.06%) IntelliJ
10 3 (1.55%) Cucumber
10 3 (1.55%) kappa
10 3 (1.55%) PyCharm
11 2 (1.03%) Ant
11 2 (1.03%) JUnit
11 2 (1.03%) Selenium
12 1 (0.52%) Eclipse
12 1 (0.52%) jMock
12 1 (0.52%) TestNG
General
1 66 (34.02%) Finance
2 29 (14.95%) Banking
3 22 (11.34%) Front Office
4 11 (5.67%) Public Sector
5 8 (4.12%) Retail Banking
6 5 (2.58%) Games
7 4 (2.06%) Investment Banking
7 4 (2.06%) Publishing
7 4 (2.06%) Retail
8 3 (1.55%) Telecoms
9 2 (1.03%) Financial Institution
9 2 (1.03%) Legal
10 1 (0.52%) Police
Job Titles
1 75 (38.66%) Developer
2 38 (19.59%) Data Engineer
2 38 (19.59%) Java Developer
3 28 (14.43%) Architect
4 23 (11.86%) Data Architect
5 19 (9.79%) Big Data Architect
6 17 (8.76%) AWS Developer
7 14 (7.22%) AWS Engineer
7 14 (7.22%) Big Data Engineer
7 14 (7.22%) Java Engineer
7 14 (7.22%) Scala Developer
7 14 (7.22%) Senior Developer
8 12 (6.19%) Hadoop Developer
9 11 (5.67%) Administrator
9 11 (5.67%) Big Data Developer
10 10 (5.15%) NoSQL Developer
10 10 (5.15%) NoSQL Engineer
11 9 (4.64%) Java Hadoop Developer
12 8 (4.12%) Cloud Developer
12 8 (4.12%) Front End Developer (Client-Side Developer)
Libraries, Frameworks & Software Standards
1 111 (57.22%) Kafka
2 44 (22.68%) Web Services
3 24 (12.37%) JSON
4 22 (11.34%) Hibernate
5 19 (9.79%) REST
6 17 (8.76%) J2EE
6 17 (8.76%) Spring
7 16 (8.25%) JPA
7 16 (8.25%) JSON Schema
7 16 (8.25%) Samza
8 13 (6.70%) Apache NiFi
8 13 (6.70%) CSS
8 13 (6.70%) Node.js
9 12 (6.19%) React
10 9 (4.64%) GraphQL
10 9 (4.64%) PySpark
10 9 (4.64%) RabbitMQ
10 9 (4.64%) RESTful
11 8 (4.12%) Spark Streaming
11 8 (4.12%) XML
Miscellaneous
1 20 (10.31%) Analytical Skills
1 20 (10.31%) Derivative
1 20 (10.31%) Equity Derivative
1 20 (10.31%) Fixed Income
1 20 (10.31%) Foreign Exchange (FX)
1 20 (10.31%) Hedge funds
2 16 (8.25%) Market Risk
3 11 (5.67%) User Experience
4 9 (4.64%) Linux Command Line
4 9 (4.64%) Public Cloud
4 9 (4.64%) Self-Motivation
5 8 (4.12%) Management Information System
6 7 (3.61%) Cloud Native
6 7 (3.61%) Data Structures
7 6 (3.09%) Algorithms
7 6 (3.09%) Greenfield Project
8 5 (2.58%) Replication
9 4 (2.06%) Reference Data
10 2 (1.03%) Grid Computing
10 2 (1.03%) Virtual Team
Operating Systems
1 52 (26.80%) Linux
2 39 (20.10%) Unix
3 11 (5.67%) Red Hat Enterprise Linux
4 5 (2.58%) Windows
5 4 (2.06%) CentOS
6 2 (1.03%) SUSE Linux Enterprise Server
7 1 (0.52%) Android
7 1 (0.52%) Apple iOS
Processes & Methodologies
1 64 (32.99%) Analytics
2 53 (27.32%) Agile Software Development
2 53 (27.32%) Microservices
3 46 (23.71%) Software Engineering
4 42 (21.65%) TDD
5 38 (19.59%) ETL
6 32 (16.49%) DevOps
7 29 (14.95%) Data Science
8 27 (13.92%) Continuous Integration
8 27 (13.92%) Migration
9 26 (13.40%) BDD
10 25 (12.89%) Computer Science
11 24 (12.37%) Data Modelling
12 23 (11.86%) Business Intelligence
13 22 (11.34%) Functional Programming
14 20 (10.31%) Asset Management
14 20 (10.31%) Data Analytics
14 20 (10.31%) Risk Analytics
15 17 (8.76%) Deployment Automation
15 17 (8.76%) Performance Tuning
Programming Languages
1 122 (62.89%) Java
2 91 (46.91%) SQL
3 88 (45.36%) Python
4 83 (42.78%) Scala
5 30 (15.46%) Kotlin
6 20 (10.31%) R
7 18 (9.28%) Bash Shell
8 17 (8.76%) Perl
9 15 (7.73%) JavaScript
10 11 (5.67%) Java 8
11 10 (5.15%) Go
12 8 (4.12%) C#
13 6 (3.09%) C++
13 6 (3.09%) Groovy
13 6 (3.09%) TypeScript
14 5 (2.58%) C
14 5 (2.58%) HiveQL
15 4 (2.06%) PL/SQL
15 4 (2.06%) Shell Script
16 3 (1.55%) MATLAB
Qualifications
1 26 (13.40%) Security Cleared
2 20 (10.31%) SC Cleared
3 15 (7.73%) Degree
4 6 (3.09%) Computer Science Degree
5 3 (1.55%) BPSS Clearance
6 2 (1.03%) ISTQB
6 2 (1.03%) Master's Degree
7 1 (0.52%) DV Cleared
7 1 (0.52%) Microsoft Certification
Quality Assurance & Compliance
1 6 (3.09%) QA
2 3 (1.55%) Data Quality
3 1 (0.52%) Disclosure Scotland
System Software
1 73 (37.63%) HDFS
2 38 (19.59%) Docker
3 9 (4.64%) Apache ZooKeeper
4 7 (3.61%) Apache Flume
5 2 (1.03%) Active Directory
Systems Management
1 39 (20.10%) Hadoop YARN
2 21 (10.82%) Ansible
3 19 (9.79%) Puppet
4 17 (8.76%) Oozie
5 16 (8.25%) Kubernetes
6 10 (5.15%) Opscode Chef
6 10 (5.15%) Terraform
7 4 (2.06%) ITRS Geneos
7 4 (2.06%) ZABBIX
8 3 (1.55%) logstash
9 2 (1.03%) Ambari
9 2 (1.03%) Consul
9 2 (1.03%) Mesos
9 2 (1.03%) Prometheus
10 1 (0.52%) Kibana
Vendors
1 31 (15.98%) Google
2 26 (13.40%) Oracle
3 20 (10.31%) Sybase
4 17 (8.76%) Tableau
5 15 (7.73%) Hortonworks
5 15 (7.73%) Teradata
6 12 (6.19%) Microsoft
7 11 (5.67%) Cloudera
8 10 (5.15%) Splunk
9 8 (4.12%) Talend
10 7 (3.61%) Ab Initio
10 7 (3.61%) Red Hat
11 4 (2.06%) Informatica
12 2 (1.03%) Alibaba
12 2 (1.03%) Atlassian
12 2 (1.03%) MapR
13 1 (0.52%) Solace