Period
to 7 May 2021

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for HBase skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited HBase over the 6 months to 7 May 2021 with a comparison to the same period in the previous 2 years.

Apache HBase
UK > England
6 months to
7 May 2021
Same period 2020 Same period 2019
Rank 704 730 580
Rank change year-on-year +26 -150 +71
Permanent jobs citing HBase 134 189 573
As % of all permanent jobs advertised in England 0.17% 0.20% 0.42%
As % of the Database & Business Intelligence category 0.64% 0.75% 1.51%
Number of salaries quoted 74 133 462
10th Percentile £49,750 £50,500 £49,337
25th Percentile £52,500 £65,000 £56,250
Median annual salary (50th Percentile) £72,500 £75,000 £72,500
Median % change year-on-year -3.33% +3.45% +3.57%
75th Percentile £96,250 £87,500 £87,500
90th Percentile £107,750 £105,000 £109,625
UK median annual salary £70,000 £75,000 £72,500
% change year-on-year -6.67% +3.45% +3.57%

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

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 21,088 25,046 37,992
As % of all permanent IT jobs advertised in England 26.80% 26.92% 28.14%
Number of salaries quoted 16,707 20,770 31,509
10th Percentile £33,750 £32,500 £31,250
25th Percentile £42,500 £41,250 £38,750
Median annual salary (50th Percentile) £55,000 £55,000 £52,500
Median % change year-on-year - +4.76% +5.00%
75th Percentile £75,000 £72,500 £71,250
90th Percentile £90,000 £90,000 £86,250
UK median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - +5.00%

HBase
Job Vacancy Trend in England

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

Job vacancy trend for HBase in England

HBase
Salary Trend in England

3-month moving average salary quoted in jobs citing HBase in England.

Salary trend for HBase in England

HBase
Salary Histogram in England

Salary distribution for jobs citing HBase in England over the 6 months to 7 May 2021.

Salary histogram for HBase in England

HBase
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing HBase within the England region over the 6 months to 7 May 2021. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +11 50 £85,000 +6.25% 10
South East +78 49 £85,000 +61.90% 1
Midlands -23 17 £55,500 -26.00% 5
North of England +19 14 £55,000 - 1
Yorkshire +2 10 £55,000 -
East Midlands -28 9 £55,500 -26.00% 1
West Midlands +5 8 £60,000 +14.29% 4
North West - 4 £55,000 - 1
South West -27 3 - - 1
HBase
UK

For the 6 months to 7 May 2021, IT 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 permanent job ads across the England region with a requirement for HBase.

1 102 (76.12%) Apache Spark
2 94 (70.15%) Big Data
2 94 (70.15%) Hadoop
3 93 (69.40%) Kafka
4 82 (61.19%) Java
5 67 (50.00%) Python
6 65 (48.51%) Linux
6 65 (48.51%) Ansible
6 65 (48.51%) HDFS
7 63 (47.01%) Finance
8 60 (44.78%) AWS
9 53 (39.55%) DevOps
9 53 (39.55%) Banking
10 52 (38.81%) Software Engineering
10 52 (38.81%) Computer Science
10 52 (38.81%) Jenkins
10 52 (38.81%) Microservices
11 51 (38.06%) Spring
12 50 (37.31%) Degree
12 50 (37.31%) Apache
12 50 (37.31%) MariaDB
12 50 (37.31%) Apache Hive
12 50 (37.31%) NoSQL
13 47 (35.07%) Agile Software Development
14 43 (32.09%) Unix
15 42 (31.34%) Law
15 42 (31.34%) Git (software)
15 42 (31.34%) Digital Banking
16 40 (29.85%) AngularJS
17 38 (28.36%) Relational Database

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
1 102 (76.12%) Apache Spark
2 50 (37.31%) Apache
3 33 (24.63%) GemFire
4 9 (6.72%) Cloud Foundry
4 9 (6.72%) Elasticsearch
5 3 (2.24%) Apache Pig
6 2 (1.49%) Apache Airflow
6 2 (1.49%) Luigi
6 2 (1.49%) OpenStack
6 2 (1.49%) SAS
Cloud Services
1 60 (44.78%) AWS
2 35 (26.12%) Azure
3 33 (24.63%) GitHub
4 29 (21.64%) Amazon Kinesis
5 22 (16.42%) GCP
6 10 (7.46%) Azure Synapse Analytics
7 9 (6.72%) Amazon EC2
7 9 (6.72%) Azure Data Factory
7 9 (6.72%) OpenShift
8 7 (5.22%) SaaS
9 6 (4.48%) Cloud Computing
10 4 (2.99%) AWS CloudFormation
11 2 (1.49%) AWS Data Pipeline
11 2 (1.49%) Power Platform
Communications & Networking
1 10 (7.46%) HTTP
2 9 (6.72%) Wireless
3 3 (2.24%) 802.11
3 3 (2.24%) DMZ
3 3 (2.24%) Fibre Channel
3 3 (2.24%) Firewall
3 3 (2.24%) FTP
3 3 (2.24%) LAN
3 3 (2.24%) Reverse Proxy
3 3 (2.24%) SAN
3 3 (2.24%) SNMP
3 3 (2.24%) SSH
3 3 (2.24%) TCP/IP
3 3 (2.24%) VPN
3 3 (2.24%) WAN
4 2 (1.49%) SMS
5 1 (0.75%) Broadband
Database & Business Intelligence
1 94 (70.15%) Big Data
1 94 (70.15%) Hadoop
2 50 (37.31%) Apache Hive
2 50 (37.31%) MariaDB
2 50 (37.31%) NoSQL
3 38 (28.36%) Relational Database
4 35 (26.12%) Data Lake
5 33 (24.63%) PostgreSQL
5 33 (24.63%) Redis
6 27 (20.15%) MongoDB
7 24 (17.91%) Apache Cassandra
8 16 (11.94%) Data Warehouse
9 12 (8.96%) Impala
10 11 (8.21%) Amazon DynamoDB
10 11 (8.21%) Amazon Redshift
10 11 (8.21%) Sqoop
11 9 (6.72%) Amazon Athena
11 9 (6.72%) Spark SQL
11 9 (6.72%) SQL Server
12 7 (5.22%) Presto
Development Applications
1 52 (38.81%) Jenkins
2 42 (31.34%) Git (software)
3 35 (26.12%) Eclipse
3 35 (26.12%) IntelliJ
4 34 (25.37%) Cucumber
4 34 (25.37%) JUnit
5 33 (24.63%) Cypress.io
5 33 (24.63%) Gradle
5 33 (24.63%) Mockito
5 33 (24.63%) Protractor
5 33 (24.63%) Sonatype Nexus
5 33 (24.63%) Storybook
6 9 (6.72%) Artifactory
7 8 (5.97%) Maven
7 8 (5.97%) SonarQube
8 4 (2.99%) Bitbucket
9 2 (1.49%) IBM UrbanCode
9 2 (1.49%) Postman
9 2 (1.49%) SoapUI
10 1 (0.75%) TeamCity
General
1 63 (47.01%) Finance
2 53 (39.55%) Banking
3 42 (31.34%) Law
4 12 (8.96%) Public Sector
5 11 (8.21%) Presentation Skills
6 10 (7.46%) Telecoms
7 7 (5.22%) Retail
7 7 (5.22%) Social Skills
8 6 (4.48%) Advertising
9 3 (2.24%) Analytical Skills
9 3 (2.24%) Military
Job Titles
1 33 (24.63%) Data Engineer
2 26 (19.40%) Architect
2 26 (19.40%) Software Engineer
3 24 (17.91%) Developer
4 16 (11.94%) Principal Engineer
4 16 (11.94%) Principal Software Engineer
5 15 (11.19%) Big Data Engineer
6 13 (9.70%) Data Architect
7 11 (8.21%) Principal Architect
8 10 (7.46%) Big Data Architect
9 9 (6.72%) DevOps Engineer
9 9 (6.72%) Java Developer
10 8 (5.97%) Lead Developer
10 8 (5.97%) Lead Software Developer
10 8 (5.97%) Lead Software Engineer
10 8 (5.97%) Software Developer
11 6 (4.48%) Administrator
11 6 (4.48%) DBA
11 6 (4.48%) Senior DBA
11 6 (4.48%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 93 (69.40%) Kafka
2 51 (38.06%) Spring
3 40 (29.85%) AngularJS
4 38 (28.36%) React
5 36 (26.87%) JSON
6 35 (26.12%) CSS
7 34 (25.37%) Node.js
7 34 (25.37%) RESTful
7 34 (25.37%) Spark Streaming
8 33 (24.63%) Express
8 33 (24.63%) Redux
8 33 (24.63%) Tailwind CSS
8 33 (24.63%) Twitter Bootstrap
8 33 (24.63%) WireMock
9 21 (15.67%) Web Services
10 20 (14.93%) RabbitMQ
11 16 (11.94%) LAMP
11 16 (11.94%) LAPP Stack
11 16 (11.94%) Play Framework
12 12 (8.96%) REST
Miscellaneous
1 33 (24.63%) Linux Command Line
2 20 (14.93%) Self-Motivation
3 16 (11.94%) User Experience
4 8 (5.97%) Virtual Team
5 6 (4.48%) Greenfield Project
5 6 (4.48%) Private Cloud
5 6 (4.48%) Replication
6 4 (2.99%) Data Centre
6 4 (2.99%) Hedge funds
7 3 (2.24%) Algorithms
7 3 (2.24%) Cybercrime
7 3 (2.24%) Data Structures
8 2 (1.49%) Cloud Native
9 1 (0.75%) Public Cloud
Operating Systems
1 65 (48.51%) Linux
2 43 (32.09%) Unix
3 7 (5.22%) Red Hat Enterprise Linux
4 3 (2.24%) CentOS
4 3 (2.24%) Oracle Linux
4 3 (2.24%) Ubuntu
Processes & Methodologies
1 53 (39.55%) DevOps
2 52 (38.81%) Computer Science
2 52 (38.81%) Microservices
2 52 (38.81%) Software Engineering
3 47 (35.07%) Agile Software Development
4 42 (31.34%) Digital Banking
5 33 (24.63%) Cross-Browser Testing
5 33 (24.63%) Validation
6 29 (21.64%) Technical Leadership
7 27 (20.15%) Open Source
8 24 (17.91%) Fintech
8 24 (17.91%) TDD
9 23 (17.16%) Business Continuity
10 21 (15.67%) Data Engineering
10 21 (15.67%) ETL
11 19 (14.18%) BDD
11 19 (14.18%) Continuous Integration
12 18 (13.43%) Multithreading
13 17 (12.69%) Scrum
13 17 (12.69%) System Testing
Programming Languages
1 82 (61.19%) Java
2 67 (50.00%) Python
3 34 (25.37%) Groovy
4 33 (24.63%) Shell Script
5 30 (22.39%) SQL
6 24 (17.91%) Scala
7 13 (9.70%) Bash Shell
8 6 (4.48%) Perl
8 6 (4.48%) PHP
9 4 (2.99%) Haskell
9 4 (2.99%) PL/SQL
10 2 (1.49%) Java 8
10 2 (1.49%) JavaScript
10 2 (1.49%) R
11 1 (0.75%) C
Qualifications
1 50 (37.31%) Degree
2 33 (24.63%) OCP
2 33 (24.63%) Oracle Certification
3 6 (4.48%) Security Cleared
4 4 (2.99%) AWS Certification
4 4 (2.99%) TOGAF Certification
5 3 (2.24%) Computer Science Degree
6 2 (1.49%) SC Cleared
Quality Assurance & Compliance
1 3 (2.24%) Data Quality
2 1 (0.75%) QA
System Software
1 65 (48.51%) HDFS
2 28 (20.90%) VMware Infrastructure
3 16 (11.94%) Apache ZooKeeper
4 15 (11.19%) Docker
5 4 (2.99%) Virtual Servers
6 3 (2.24%) Apache Flume
Systems Management
1 65 (48.51%) Ansible
2 26 (19.40%) Opscode Chef
3 25 (18.66%) Terraform
4 18 (13.43%) Puppet
5 16 (11.94%) Hadoop YARN
6 13 (9.70%) Kubernetes
7 10 (7.46%) Nagios
8 8 (5.97%) Oozie
9 7 (5.22%) Graphite
9 7 (5.22%) Opsview
Vendors
1 36 (26.87%) VMware
2 33 (24.63%) Okta
3 19 (14.18%) Databricks
4 8 (5.97%) Cloudera
5 7 (5.22%) Google
5 7 (5.22%) Microsoft
5 7 (5.22%) Oracle
6 6 (4.48%) Facebook
6 6 (4.48%) Marin
7 5 (3.73%) Ab Initio
7 5 (3.73%) Talend
8 3 (2.24%) Red Hat
9 2 (1.49%) Atlassian
9 2 (1.49%) Cognos
9 2 (1.49%) Informatica
9 2 (1.49%) MicroStrategy
9 2 (1.49%) Snowplow
9 2 (1.49%) Splunk