Period
to 19 January 2022

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 19 January 2022 with a comparison to the same period in the previous 2 years.

Apache HBase
UK > England
6 months to
19 Jan 2022
Same period 2021 Same period 2020
Rank 759 673 794
Rank change year-on-year -86 +121 -187
Permanent jobs citing HBase 264 76 217
As % of all permanent jobs advertised in England 0.24% 0.13% 0.19%
As % of the Database & Business Intelligence category 0.89% 0.49% 0.70%
Number of salaries quoted 96 62 186
10th Percentile £56,250 £47,500 £50,625
25th Percentile £62,750 £50,000 £60,000
Median annual salary (50th Percentile) £75,000 £57,250 £75,000
Median % change year-on-year +31.00% -23.67% -
75th Percentile £120,000 £85,000 £85,000
90th Percentile - £97,500 £104,375
UK median annual salary £70,500 £57,500 £72,500
% change year-on-year +22.61% -20.69% -3.33%

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 29,785 15,637 31,175
As % of all permanent IT jobs advertised in England 26.80% 27.66% 27.07%
Number of salaries quoted 19,583 13,360 25,989
10th Percentile £36,250 £33,750 £32,250
25th Percentile £43,750 £42,500 £39,750
Median annual salary (50th Percentile) £60,000 £55,000 £52,500
Median % change year-on-year +9.09% +4.76% -
75th Percentile £77,500 £72,500 £72,500
90th Percentile £95,000 £88,750 £90,000
UK median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

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 19 January 2022.

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 19 January 2022. 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
Jobs
London -150 123 £92,500 +15.63% 10
South East -11 112 £61,700 -27.41% 5
East Midlands -70 10 £70,000 +26.13% 3
Midlands -107 10 £70,000 +26.13% 5
North of England -124 9 £76,950 +39.91%
North West -89 8 £76,950 +39.91%
Yorkshire -75 1 - -
HBase
UK

For the 6 months to 19 January 2022, 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.

1 203 (76.89%) Apache Spark
2 192 (72.73%) Hadoop
3 189 (71.59%) Java
4 184 (69.70%) Kafka
5 173 (65.53%) Big Data
6 155 (58.71%) Agile Software Development
7 148 (56.06%) AWS
8 146 (55.30%) Python
9 132 (50.00%) NoSQL
10 113 (42.80%) DevOps
10 113 (42.80%) Finance
11 112 (42.42%) Jenkins
12 110 (41.67%) Linux
13 106 (40.15%) Microservices
14 102 (38.64%) Computer Science
15 100 (37.88%) Azure
15 100 (37.88%) Unix
16 98 (37.12%) Apache
16 98 (37.12%) Spring
17 97 (36.74%) Degree
18 96 (36.36%) Software Engineering
18 96 (36.36%) Relational Database
19 94 (35.61%) Ansible
20 91 (34.47%) Apache Hive
20 91 (34.47%) JSON
21 90 (34.09%) SQL
21 90 (34.09%) HDFS
22 89 (33.71%) Inclusion and Diversity
23 88 (33.33%) GCP
23 88 (33.33%) Banking

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
1 203 (76.89%) Apache Spark
2 98 (37.12%) Apache
3 56 (21.21%) GemFire
4 21 (7.95%) Elasticsearch
5 20 (7.58%) Cloud Foundry
6 14 (5.30%) Apache Pig
7 12 (4.55%) Apache Pulsar
8 11 (4.17%) Apache Airflow
9 8 (3.03%) SAS
10 7 (2.65%) Confluence
11 5 (1.89%) Jupyter
Applications
1 2 (0.76%) FileZilla
2 1 (0.38%) Microsoft Excel
2 1 (0.38%) SPSS
Business Applications
1 1 (0.38%) SAP Oil and Gas
Cloud Services
1 148 (56.06%) AWS
2 100 (37.88%) Azure
3 88 (33.33%) GCP
4 70 (26.52%) GitHub
5 68 (25.76%) Amazon Kinesis
6 27 (10.23%) OpenShift
7 25 (9.47%) Amazon EC2
8 23 (8.71%) Amazon S3
9 19 (7.20%) Power Platform
9 19 (7.20%) Serverless
10 17 (6.44%) Amazon EMR
11 13 (4.92%) Amazon ECS
12 12 (4.55%) AWS Lambda
12 12 (4.55%) Azure Synapse Analytics
13 11 (4.17%) Azure Cosmos DB
13 11 (4.17%) Azure Data Factory
14 9 (3.41%) Cloud Computing
15 8 (3.03%) Amazon ELB
15 8 (3.03%) Snowflake
16 7 (2.65%) Azure Functions
Communications & Networking
1 23 (8.71%) Wireless
2 14 (5.30%) HTTP
3 7 (2.65%) TCP/IP
4 5 (1.89%) Internet
5 3 (1.14%) SMS
6 2 (0.76%) FCAPS
6 2 (0.76%) Firewall
6 2 (0.76%) FTP
6 2 (0.76%) Kerberos
7 1 (0.38%) Broadband
7 1 (0.38%) SNMP
Database & Business Intelligence
1 192 (72.73%) Hadoop
2 173 (65.53%) Big Data
3 132 (50.00%) NoSQL
4 96 (36.36%) Relational Database
5 91 (34.47%) Apache Hive
6 79 (29.92%) MariaDB
7 73 (27.65%) PostgreSQL
8 68 (25.76%) Redis
9 58 (21.97%) Apache Cassandra
10 55 (20.83%) MongoDB
11 45 (17.05%) Data Lake
12 35 (13.26%) Amazon DynamoDB
13 34 (12.88%) Flink
14 30 (11.36%) Impala
15 27 (10.23%) BigQuery
15 27 (10.23%) Data Warehouse
16 22 (8.33%) Amazon Redshift
17 19 (7.20%) Power BI
18 17 (6.44%) Amazon Athena
19 14 (5.30%) MySQL
Development Applications
1 112 (42.42%) Jenkins
2 79 (29.92%) Git (software)
3 61 (23.11%) JUnit
4 59 (22.35%) Eclipse
4 59 (22.35%) IntelliJ
4 59 (22.35%) Sonatype Nexus
5 56 (21.21%) Cucumber
5 56 (21.21%) Cypress.io
5 56 (21.21%) Gradle
5 56 (21.21%) Protractor
5 56 (21.21%) Storybook
6 53 (20.08%) Mockito
7 41 (15.53%) Artifactory
8 35 (13.26%) SonarQube
9 16 (6.06%) Maven
10 11 (4.17%) JIRA
11 6 (2.27%) RStudio
12 5 (1.89%) Bitbucket
12 5 (1.89%) IBM UrbanCode
13 4 (1.52%) Atlassian Bamboo
General
1 113 (42.80%) Finance
2 89 (33.71%) Inclusion and Diversity
3 88 (33.33%) Banking
4 83 (31.44%) Law
5 33 (12.50%) Social Skills
6 29 (10.98%) Analytical Skills
7 25 (9.47%) Presentation Skills
8 15 (5.68%) Aerospace
8 15 (5.68%) Marketing
9 12 (4.55%) Games
10 11 (4.17%) Telecoms
11 10 (3.79%) Retail
12 4 (1.52%) Public Sector
13 3 (1.14%) Retail Banking
14 1 (0.38%) Advertising
14 1 (0.38%) Czech Language
14 1 (0.38%) Financial Institution
14 1 (0.38%) Influencing Skills
14 1 (0.38%) Investment Banking
Job Titles
1 66 (25.00%) Software Engineer
2 64 (24.24%) Developer
3 49 (18.56%) Data Engineer
4 38 (14.39%) Architect
5 36 (13.64%) Principal Engineer
6 35 (13.26%) Principal Software Engineer
7 31 (11.74%) Lead Developer
8 21 (7.95%) Data Architect
8 21 (7.95%) Java Developer
8 21 (7.95%) Lead Software Engineer
8 21 (7.95%) Software Developer
9 20 (7.58%) Lead Software Developer
10 19 (7.20%) Big Data Engineer
11 17 (6.44%) Consultant
12 14 (5.30%) Lead Architect
12 14 (5.30%) Senior Software Engineer
13 12 (4.55%) Principal Consultant
14 11 (4.17%) Big Data Architect
14 11 (4.17%) Senior Data Engineer
15 10 (3.79%) AWS Engineer
Libraries, Frameworks & Software Standards
1 184 (69.70%) Kafka
2 98 (37.12%) Spring
3 91 (34.47%) JSON
4 65 (24.62%) RabbitMQ
5 58 (21.97%) AngularJS
5 58 (21.97%) React
5 58 (21.97%) RESTful
6 57 (21.59%) CSS
6 57 (21.59%) Node.js
6 57 (21.59%) Play Framework
7 56 (21.21%) Express
7 56 (21.21%) Redux
7 56 (21.21%) Spark Streaming
7 56 (21.21%) Tailwind CSS
7 56 (21.21%) Twitter Bootstrap
8 53 (20.08%) AssertJ
8 53 (20.08%) REST
8 53 (20.08%) WireMock
9 39 (14.77%) LAMP
9 39 (14.77%) LAPP Stack
Miscellaneous
1 64 (24.24%) Linux Command Line
2 38 (14.39%) User Experience
3 23 (8.71%) Virtual Team
4 20 (7.58%) Algorithms
5 16 (6.06%) Blog
6 15 (5.68%) Self-Motivation
7 11 (4.17%) Social Network
8 9 (3.41%) Social Media
9 7 (2.65%) Management Information System
10 6 (2.27%) Data Structures
10 6 (2.27%) Public Cloud
11 4 (1.52%) Cyber Defence
11 4 (1.52%) Cyberattack
11 4 (1.52%) Life Science
12 3 (1.14%) Cloud Native
12 3 (1.14%) Online Banking
13 2 (0.76%) Enterprise Software
13 2 (0.76%) Reinsurance
13 2 (0.76%) Tandem
14 1 (0.38%) Data Protection Act
Operating Systems
1 110 (41.67%) Linux
2 100 (37.88%) Unix
3 15 (5.68%) VMS
4 4 (1.52%) DC/OS
5 2 (0.76%) Red Hat Enterprise Linux
5 2 (0.76%) Windows
Processes & Methodologies
1 155 (58.71%) Agile Software Development
2 113 (42.80%) DevOps
3 106 (40.15%) Microservices
4 102 (38.64%) Computer Science
5 96 (36.36%) Software Engineering
6 86 (32.58%) CI/CD
7 79 (29.92%) Digital Banking
7 79 (29.92%) Open Source
8 78 (29.55%) Analytics
9 74 (28.03%) TDD
10 60 (22.73%) Business Continuity
11 59 (22.35%) Validation
12 56 (21.21%) Cross-Browser Testing
13 55 (20.83%) Multithreading
14 54 (20.45%) BDD
15 52 (19.70%) Data Pipeline
15 52 (19.70%) Full Stack Development
16 51 (19.32%) Continuous Integration
17 50 (18.94%) Scaled Agile Framework
18 49 (18.56%) Machine Learning
Programming Languages
1 189 (71.59%) Java
2 146 (55.30%) Python
3 90 (34.09%) SQL
4 75 (28.41%) Shell Script
5 60 (22.73%) Groovy
6 52 (19.70%) Scala
7 16 (6.06%) C
7 16 (6.06%) C#
8 15 (5.68%) Bash
9 8 (3.03%) R
10 7 (2.65%) JavaScript
11 6 (2.27%) MATLAB
11 6 (2.27%) PL/SQL
12 5 (1.89%) Java 8
13 4 (1.52%) Clojure
13 4 (1.52%) Haskell
14 3 (1.14%) C++
14 3 (1.14%) Perl
14 3 (1.14%) Ruby
15 2 (0.76%) PHP
Qualifications
1 97 (36.74%) Degree
2 53 (20.08%) OCP
2 53 (20.08%) Oracle Certification
3 23 (8.71%) Computer Science Degree
4 17 (6.44%) Security Cleared
5 5 (1.89%) Master's Degree
6 3 (1.14%) PhD
7 2 (0.76%) SC Cleared
7 2 (0.76%) TOGAF Certification
Quality Assurance & Compliance
1 24 (9.09%) Data Quality
2 12 (4.55%) QA
3 3 (1.14%) SLA
4 1 (0.38%) Dodd-Frank
4 1 (0.38%) EMIR
4 1 (0.38%) FATCA
4 1 (0.38%) GDPR
4 1 (0.38%) MiFID
System Software
1 90 (34.09%) HDFS
2 61 (23.11%) VMware Infrastructure
3 54 (20.45%) Docker
4 24 (9.09%) Apache ZooKeeper
5 19 (7.20%) Apache Flume
6 15 (5.68%) Virtual Machines
Systems Management
1 94 (35.61%) Ansible
2 71 (26.89%) Kubernetes
3 23 (8.71%) Terraform
4 18 (6.82%) Oozie
5 17 (6.44%) Opscode Chef
6 7 (2.65%) Hadoop YARN
7 4 (1.52%) Apache Brooklyn
7 4 (1.52%) Grafana
7 4 (1.52%) Marathon
7 4 (1.52%) Mesos
8 2 (0.76%) Ambari
9 1 (0.38%) collectd
9 1 (0.38%) Consul
9 1 (0.38%) Fluentd
9 1 (0.38%) Istio
9 1 (0.38%) logstash
9 1 (0.38%) Prometheus
Vendors
1 71 (26.89%) VMware
2 56 (21.21%) Okta
3 36 (13.64%) Databricks
4 34 (12.88%) Google
5 29 (10.98%) Splunk
6 17 (6.44%) Cloudera
7 14 (5.30%) Oracle
8 11 (4.17%) Hortonworks
9 9 (3.41%) Cisco
9 9 (3.41%) Microsoft
10 8 (3.03%) Cognizant
11 7 (2.65%) StreamSets
12 6 (2.27%) Ab Initio
12 6 (2.27%) IBM
12 6 (2.27%) Informatica
13 5 (1.89%) MapR
13 5 (1.89%) Teradata
14 4 (1.52%) Atlassian
15 3 (1.14%) Talend
15 3 (1.14%) Terracotta