Period
to 24 September 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 24 September 2021 with a comparison to the same period in the previous 2 years.

Apache HBase
UK > England
6 months to
24 Sep 2021
Same period 2020 Same period 2019
Rank 640 570 757
Rank change year-on-year -70 +187 -1
Permanent jobs citing HBase 361 99 324
As % of all permanent jobs advertised in England 0.33% 0.22% 0.25%
As % of the Database & Business Intelligence category 1.19% 0.76% 0.91%
Number of salaries quoted 85 79 283
10th Percentile £55,000 £47,050 £52,100
25th Percentile £57,500 £56,250 £56,250
Median annual salary (50th Percentile) £85,000 £85,000 £72,500
Median % change year-on-year - +17.24% -
75th Percentile £110,000 £105,000 £85,500
90th Percentile £120,000 £121,500 £105,000
UK median annual salary £88,750 £85,000 £72,500
% change year-on-year +4.41% +17.24% -

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 30,459 13,085 35,681
As % of all permanent IT jobs advertised in England 28.21% 28.98% 27.40%
Number of salaries quoted 20,046 11,081 29,764
10th Percentile £35,000 £33,750 £31,500
25th Percentile £42,500 £42,500 £38,750
Median annual salary (50th Percentile) £57,500 £55,000 £52,500
Median % change year-on-year +4.55% +4.76% +5.00%
75th Percentile £77,500 £73,750 £70,000
90th Percentile £95,000 £90,000 £86,250
UK median annual salary £57,500 £55,000 £52,364
% change year-on-year +4.55% +5.03% +4.73%

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 24 September 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 24 September 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
South East +56 248 £60,000 -21.05% 2
London -208 93 £100,000 +11.11% 15
North of England -125 9 £76,650 +53.30% 1
Midlands -124 7 £60,000 -20.00% 3
West Midlands -94 6 £60,000 +14.29% 2
Yorkshire -100 5 - -
North West - 4 £76,650 - 1
East of England -90 2 - - 3
East Midlands -89 1 £65,000 -25.71% 1
HBase
UK

For the 6 months to 24 September 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.

1 328 (90.86%) Apache Spark
2 309 (85.60%) Kafka
3 296 (81.99%) Java
4 270 (74.79%) Jenkins
5 264 (73.13%) Microservices
6 258 (71.47%) Agile Software Development
6 258 (71.47%) Spring
7 256 (70.91%) Linux
8 255 (70.64%) Finance
9 249 (68.98%) Banking
9 249 (68.98%) Computer Science
10 247 (68.42%) Ansible
11 246 (68.14%) DevOps
11 246 (68.14%) Unix
12 239 (66.20%) Degree
13 236 (65.37%) Law
13 236 (65.37%) Inclusion and Diversity
14 234 (64.82%) Big Data
15 232 (64.27%) Digital Banking
16 231 (63.99%) Software Engineering
17 230 (63.71%) MariaDB
18 215 (59.56%) Git (software)
19 212 (58.73%) Apache
20 210 (58.17%) JSON
20 210 (58.17%) Relational Database
21 208 (57.62%) AWS
22 207 (57.34%) HDFS
23 197 (54.57%) Shell Script
24 194 (53.74%) IntelliJ
24 194 (53.74%) Eclipse

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
1 328 (90.86%) Apache Spark
2 212 (58.73%) Apache
3 185 (51.25%) GemFire
4 51 (14.13%) Cloud Foundry
5 20 (5.54%) Elasticsearch
6 7 (1.94%) Apache Pig
6 7 (1.94%) Confluence
7 5 (1.39%) SAS
8 4 (1.11%) Apache Airflow
9 3 (0.83%) OpenStack
10 2 (0.55%) Apache Solr
Applications
1 1 (0.28%) SPSS
1 1 (0.28%) Weka
Business Applications
1 1 (0.28%) SAP Oil and Gas
Cloud Services
1 208 (57.62%) AWS
2 194 (53.74%) GitHub
3 179 (49.58%) Amazon Kinesis
4 132 (36.57%) Azure
5 125 (34.63%) GCP
6 52 (14.40%) OpenShift
7 51 (14.13%) Amazon EC2
8 12 (3.32%) Azure Data Factory
8 12 (3.32%) Azure Synapse Analytics
9 11 (3.05%) Cloud Computing
10 10 (2.77%) PaaS
11 8 (2.22%) Amazon S3
12 7 (1.94%) Azure Cosmos DB
12 7 (1.94%) Serverless
13 6 (1.66%) Amazon EMR
13 6 (1.66%) Azure Functions
13 6 (1.66%) Power Platform
14 4 (1.11%) Amazon ELB
14 4 (1.11%) Collibra
14 4 (1.11%) SaaS
Communications & Networking
1 24 (6.65%) Wireless
2 16 (4.43%) HTTP
2 16 (4.43%) Internet
3 9 (2.49%) SMS
4 4 (1.11%) Sourcefire
4 4 (1.11%) TCP/IP
5 1 (0.28%) Broadband
5 1 (0.28%) DNS
Database & Business Intelligence
1 234 (64.82%) Big Data
2 230 (63.71%) MariaDB
3 210 (58.17%) Relational Database
4 194 (53.74%) NoSQL
5 184 (50.97%) Redis
6 183 (50.69%) PostgreSQL
7 172 (47.65%) Hadoop
8 83 (22.99%) Apache Hive
9 51 (14.13%) Apache Cassandra
10 48 (13.30%) Amazon DynamoDB
11 37 (10.25%) MongoDB
12 33 (9.14%) Data Lake
13 15 (4.16%) DB2
14 13 (3.60%) Amazon Redshift
14 13 (3.60%) Data Warehouse
14 13 (3.60%) Metadata
15 12 (3.32%) Impala
16 11 (3.05%) ArangoDB
16 11 (3.05%) BigQuery
17 9 (2.49%) Flink
Development Applications
1 270 (74.79%) Jenkins
2 215 (59.56%) Git (software)
3 194 (53.74%) Eclipse
3 194 (53.74%) IntelliJ
4 187 (51.80%) Sonatype Nexus
5 185 (51.25%) Cucumber
5 185 (51.25%) Cypress.io
5 185 (51.25%) Gradle
5 185 (51.25%) JUnit
5 185 (51.25%) Protractor
5 185 (51.25%) Storybook
6 178 (49.31%) Mockito
7 124 (34.35%) Artifactory
8 84 (23.27%) SonarQube
9 20 (5.54%) Maven
10 13 (3.60%) IBM UrbanCode
11 9 (2.49%) JIRA
11 9 (2.49%) Postman
11 9 (2.49%) SoapUI
12 7 (1.94%) Appium
General
1 255 (70.64%) Finance
2 249 (68.98%) Banking
3 236 (65.37%) Inclusion and Diversity
3 236 (65.37%) Law
4 46 (12.74%) Presentation Skills
5 26 (7.20%) Telecoms
6 20 (5.54%) Social Skills
7 10 (2.77%) Analytical Skills
8 6 (1.66%) Retail Banking
9 5 (1.39%) Public Sector
10 4 (1.11%) Retail
11 2 (0.55%) Investment Banking
12 1 (0.28%) Czech Language
12 1 (0.28%) Documentation Skills
12 1 (0.28%) Financial Institution
12 1 (0.28%) Marketing
12 1 (0.28%) Publishing
Job Titles
1 182 (50.42%) Software Engineer
2 110 (30.47%) Principal Engineer
2 110 (30.47%) Principal Software Engineer
3 65 (18.01%) Developer
4 58 (16.07%) Lead Software Engineer
5 55 (15.24%) Architect
6 41 (11.36%) Senior Software Engineer
7 40 (11.08%) Lead Developer
7 40 (11.08%) Lead Software Developer
7 40 (11.08%) Software Developer
8 33 (9.14%) Data Architect
9 27 (7.48%) Data Engineer
10 25 (6.93%) Big Data Architect
11 18 (4.99%) Applications Architect
11 18 (4.99%) Principal Architect
12 16 (4.43%) Java Developer
13 13 (3.60%) Java Engineer
14 12 (3.32%) Senior Data Engineer
15 11 (3.05%) DevOps Engineer
16 9 (2.49%) Big Data Engineer
Libraries, Frameworks & Software Standards
1 309 (85.60%) Kafka
2 258 (71.47%) Spring
3 210 (58.17%) JSON
4 191 (52.91%) React
5 190 (52.63%) AngularJS
5 190 (52.63%) RESTful
5 190 (52.63%) Spark Streaming
6 189 (52.35%) CSS
6 189 (52.35%) Node.js
7 185 (51.25%) Express
7 185 (51.25%) Redux
7 185 (51.25%) Tailwind CSS
7 185 (51.25%) Twitter Bootstrap
8 179 (49.58%) RabbitMQ
9 178 (49.31%) WireMock
10 175 (48.48%) Play Framework
11 130 (36.01%) LAMP
11 130 (36.01%) LAPP Stack
12 78 (21.61%) Web Services
13 72 (19.94%) Spring Boot
Miscellaneous
1 193 (53.46%) Linux Command Line
2 119 (32.96%) User Experience
3 59 (16.34%) Self-Motivation
4 23 (6.37%) Virtual Team
5 12 (3.32%) Algorithms
6 10 (2.77%) Cloud Native
6 10 (2.77%) Data Structures
6 10 (2.77%) Online Banking
7 8 (2.22%) Social Media
7 8 (2.22%) Social Network
8 7 (1.94%) Public Cloud
9 5 (1.39%) NHS
10 4 (1.11%) Cyber Defence
10 4 (1.11%) Internet of Things
10 4 (1.11%) Life Science
10 4 (1.11%) Mainframe
10 4 (1.11%) Private Cloud
11 2 (0.55%) Client/Server
11 2 (0.55%) Enterprise Cloud
11 2 (0.55%) Reference Data
Operating Systems
1 256 (70.91%) Linux
2 246 (68.14%) Unix
3 5 (1.39%) Windows
4 4 (1.11%) DC/OS
5 2 (0.55%) Apple iOS
5 2 (0.55%) Mac OS X
Processes & Methodologies
1 264 (73.13%) Microservices
2 258 (71.47%) Agile Software Development
3 249 (68.98%) Computer Science
4 246 (68.14%) DevOps
5 232 (64.27%) Digital Banking
6 231 (63.99%) Software Engineering
7 185 (51.25%) Cross-Browser Testing
7 185 (51.25%) Validation
8 178 (49.31%) Business Continuity
9 171 (47.37%) Full Stack Development
10 150 (41.55%) TDD
11 137 (37.95%) Multithreading
12 129 (35.73%) Open Source
13 126 (34.90%) Clean Code
13 126 (34.90%) OO
13 126 (34.90%) Software Testing
14 125 (34.63%) BDD
14 125 (34.63%) High Availability
14 125 (34.63%) Scaled Agile Framework
15 124 (34.35%) Performance Monitoring
Programming Languages
1 296 (81.99%) Java
2 197 (54.57%) Shell Script
3 186 (51.52%) Groovy
4 176 (48.75%) Python
5 48 (13.30%) SQL
6 19 (5.26%) Scala
7 9 (2.49%) PL/SQL
8 8 (2.22%) JavaScript
9 6 (1.66%) Bash Shell
9 6 (1.66%) Java 8
10 5 (1.39%) R
11 4 (1.11%) Clojure
11 4 (1.11%) Haskell
11 4 (1.11%) Perl
12 2 (0.55%) C
12 2 (0.55%) C++
12 2 (0.55%) Ruby
13 1 (0.28%) MATLAB
Qualifications
1 239 (66.20%) Degree
2 178 (49.31%) OCP
2 178 (49.31%) Oracle Certification
3 35 (9.70%) Computer Science Degree
4 4 (1.11%) TOGAF Certification
5 2 (0.55%) AWS Certification
5 2 (0.55%) Security Cleared
6 1 (0.28%) DV Cleared
6 1 (0.28%) SC Cleared
Quality Assurance & Compliance
1 12 (3.32%) Data Quality
2 3 (0.83%) QA
3 1 (0.28%) SLA
System Software
1 207 (57.34%) HDFS
2 129 (35.73%) VMware Infrastructure
3 41 (11.36%) Docker
4 25 (6.93%) Apache ZooKeeper
5 5 (1.39%) Apache Flume
6 2 (0.55%) Virtual Servers
Systems Management
1 247 (68.42%) Ansible
2 51 (14.13%) Terraform
3 47 (13.02%) Opscode Chef
4 40 (11.08%) Kubernetes
5 5 (1.39%) Hadoop YARN
6 4 (1.11%) Apache Brooklyn
6 4 (1.11%) Istio
6 4 (1.11%) Marathon
6 4 (1.11%) Mesos
7 3 (0.83%) Grafana
8 1 (0.28%) Consul
8 1 (0.28%) Prometheus
Vendors
1 185 (51.25%) Okta
1 185 (51.25%) VMware
2 37 (10.25%) Databricks
3 29 (8.03%) Splunk
4 16 (4.43%) Google
5 14 (3.88%) Oracle
6 12 (3.32%) Cisco
7 8 (2.22%) IBM
8 7 (1.94%) Ab Initio
8 7 (1.94%) Cloudera
9 6 (1.66%) StreamSets
10 5 (1.39%) Remedy
11 4 (1.11%) Hortonworks
11 4 (1.11%) MapR
11 4 (1.11%) Teradata
12 3 (0.83%) Atlassian
13 2 (0.55%) Cognos
13 2 (0.55%) MKS
13 2 (0.55%) Talend
14 1 (0.28%) Alteryx