Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

The following table provides summary statistics for permanent job vacancies 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 12 August 2022 with a comparison to the same period in the previous 2 years.

Apache HBase
UK
6 months to
12 Aug 2022		 Same period 2021 Same period 2020
Rank 911 682 651
Rank change year-on-year -229 -31 +70
Permanent jobs citing HBase 304 359 140
As % of all permanent jobs advertised in the UK 0.18% 0.31% 0.22%
As % of the Database & Business Intelligence category 0.66% 1.13% 0.80%
Number of salaries quoted 89 93 97
10th Percentile £52,500 £51,500 £50,000
25th Percentile £53,750 £55,000 £62,500
Median annual salary (50th Percentile) £68,823 £85,000 £85,000
Median % change year-on-year -19.03% - +13.33%
75th Percentile £96,250 £102,500 £105,000
90th Percentile £120,500 £120,000 £120,000
UK excluding London median annual salary £57,500 £60,000 £75,000
% change year-on-year -4.17% -20.00% +30.43%

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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 46,093 31,897 17,523
As % of all permanent IT jobs advertised in the UK 27.29% 27.88% 27.68%
Number of salaries quoted 20,881 21,138 14,372
10th Percentile £36,250 £35,000 £32,500
25th Percentile £45,000 £42,500 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - +7.34%
75th Percentile £80,000 £75,000 £72,500
90th Percentile £96,250 £92,500 £87,500
UK excluding London median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

HBase
Job Vacancy Trend

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

Job vacancy trend for HBase in the UK

HBase
Salary Trend

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

Salary trend for HBase in the UK

HBase
Salary Histogram

Salary distribution for jobs citing HBase over the 6 months to 12 August 2022.

Salary histogram for HBase in the UK

HBase
Top 9 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing HBase within the UK over the 6 months to 12 August 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
England -250 290 £68,823 -19.03% 6
London -58 225 £72,000 -26.15% 5
Work from Home -185 83 £68,823 -13.97% 3
UK excluding London -293 57 £57,500 -4.17% 1
South East -227 48 £57,500 +9.52%
North of England -69 5 £62,500 -18.46%
North West -70 5 £62,500 -18.46%
West Midlands -64 4 £87,250 +45.42%
Midlands -75 4 £87,250 +45.42%

For the 6 months to 12 August 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 with a requirement for HBase.

1 233 (76.64%) Hadoop
2 232 (76.32%) Kafka
3 224 (73.68%) Java
4 215 (70.72%) Apache Spark
5 214 (70.39%) Big Data
6 171 (56.25%) NoSQL
7 164 (53.95%) Python
7 164 (53.95%) Kubernetes
8 148 (48.68%) Azure
9 146 (48.03%) AWS
10 145 (47.70%) Analytics
11 139 (45.72%) Agile
12 136 (44.74%) GCP
13 135 (44.41%) Data Modelling
14 130 (42.76%) Apache Cassandra
14 130 (42.76%) Performance Tuning
15 125 (41.12%) SQL
16 124 (40.79%) MongoDB
17 119 (39.14%) Flink
18 118 (38.82%) Scala
19 117 (38.49%) DevOps
20 115 (37.83%) Creative Thinking
21 114 (37.50%) Containerisation
22 106 (34.87%) Data Engineering
22 106 (34.87%) Data Governance
23 104 (34.21%) Data Science
24 103 (33.88%) Linux
25 101 (33.22%) Data Architecture
26 92 (30.26%) Blog
27 91 (29.93%) Jenkins

HBase
Co-occurring IT Skills 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
1 215 (70.72%) Apache Spark
2 89 (29.28%) Apache Airflow
3 71 (23.36%) Apache Pulsar
4 38 (12.50%) Apache
5 29 (9.54%) Apache Solr
6 25 (8.22%) Apache Pig
7 17 (5.59%) Cloud Foundry
8 8 (2.63%) Confluence
9 5 (1.64%) Oracle SOA Suite
9 5 (1.64%) SAS
10 4 (1.32%) Jupyter
11 3 (0.99%) GemFire
12 2 (0.66%) JBoss
12 2 (0.66%) Tomcat
13 1 (0.33%) Red Hat Fuse
13 1 (0.33%) WebLogic
13 1 (0.33%) WebSphere
Cloud Services
1 148 (48.68%) Azure
2 146 (48.03%) AWS
3 136 (44.74%) GCP
4 54 (17.76%) Google Kubernetes Engine
5 47 (15.46%) OpenShift
6 44 (14.47%) Amazon Kinesis
7 33 (10.86%) Cloud Computing
7 33 (10.86%) Snowflake
8 30 (9.87%) AWS CloudFormation
9 28 (9.21%) Collibra
10 23 (7.57%) dbt
11 22 (7.24%) Amazon ECS
12 19 (6.25%) GitHub
13 18 (5.92%) Azure Synapse Analytics
14 14 (4.61%) Azure Data Factory
14 14 (4.61%) Power Platform
15 11 (3.62%) Google Workspace
15 11 (3.62%) Slack
16 10 (3.29%) Serverless
17 7 (2.30%) Amazon EC2
Communications & Networking
1 39 (12.83%) HTTP
2 15 (4.93%) TCP/IP
3 4 (1.32%) FCAPS
3 4 (1.32%) Firewall
3 4 (1.32%) Kerberos
4 2 (0.66%) Internet
5 1 (0.33%) OpenLDAP
5 1 (0.33%) SNA
Database & Business Intelligence
1 233 (76.64%) Hadoop
2 214 (70.39%) Big Data
3 171 (56.25%) NoSQL
4 130 (42.76%) Apache Cassandra
5 124 (40.79%) MongoDB
6 119 (39.14%) Flink
7 79 (25.99%) Elasticsearch
8 72 (23.68%) Apache Hive
9 62 (20.39%) Amazon Redshift
10 61 (20.07%) DynamoDB
10 61 (20.07%) Presto
10 61 (20.07%) Sqoop
11 60 (19.74%) Bigtable
12 57 (18.75%) BigQuery
13 56 (18.42%) Impala
14 48 (15.79%) Amazon Athena
15 47 (15.46%) Relational Database
16 46 (15.13%) PostgreSQL
17 34 (11.18%) Redis
18 33 (10.86%) ArangoDB
Development Applications
1 91 (29.93%) Jenkins
2 59 (19.41%) Maven
3 52 (17.11%) Git (software)
4 26 (8.55%) JUnit
5 23 (7.57%) Atlassian Bamboo
5 23 (7.57%) SonarQube
6 14 (4.61%) JIRA
7 6 (1.97%) IBM UrbanCode
8 4 (1.32%) Sonatype Nexus
9 3 (0.99%) Artifactory
9 3 (0.99%) Cucumber
9 3 (0.99%) Cypress.io
9 3 (0.99%) Eclipse
9 3 (0.99%) Gradle
9 3 (0.99%) IntelliJ
9 3 (0.99%) Mockito
9 3 (0.99%) Protractor
9 3 (0.99%) Storybook
10 1 (0.33%) Bitbucket
General
1 90 (29.61%) Finance
1 90 (29.61%) Games
2 81 (26.64%) Social Skills
3 54 (17.76%) Analytical Skills
4 37 (12.17%) Retail
5 34 (11.18%) Marketing
6 33 (10.86%) Telecoms
7 32 (10.53%) Banking
8 30 (9.87%) Presentation Skills
9 24 (7.89%) Inclusion and Diversity
9 24 (7.89%) Law
10 12 (3.95%) Advertising
11 5 (1.64%) Public Sector
12 4 (1.32%) Influencing Skills
13 3 (0.99%) Mandarin Language
14 2 (0.66%) Legal
15 1 (0.33%) Automotive
15 1 (0.33%) Financial Institution
15 1 (0.33%) Front Office
15 1 (0.33%) Investment Banking
Job Titles
1 69 (22.70%) Data Engineer
2 48 (15.79%) Engineering Manager
3 43 (14.14%) Developer
4 37 (12.17%) Big Data Manager
4 37 (12.17%) Java Developer
5 34 (11.18%) Consultant
5 34 (11.18%) Data Consultant
6 31 (10.20%) Architect
7 30 (9.87%) Big Data Engineer
8 23 (7.57%) Services Director
9 22 (7.24%) Principal Consultant
10 21 (6.91%) Software Engineer
11 19 (6.25%) Senior Developer
11 19 (6.25%) Senior Java Developer
12 18 (5.92%) Administrator
12 18 (5.92%) DBA
12 18 (5.92%) Senior Manager
13 17 (5.59%) Applications Architect
14 16 (5.26%) Machine Learning Engineer
15 13 (4.28%) Data Architect
Libraries, Frameworks & Software Standards
1 232 (76.32%) Kafka
2 70 (23.03%) Apache NiFi
3 54 (17.76%) Spring
4 51 (16.78%) REST
5 44 (14.47%) Spring Boot
6 35 (11.51%) RabbitMQ
7 34 (11.18%) Apache Thrift
7 34 (11.18%) Guice
7 34 (11.18%) Lucene
7 34 (11.18%) Protocol Buffers
8 33 (10.86%) Vert.x
8 33 (10.86%) Web Services
8 33 (10.86%) WebRTC
8 33 (10.86%) XMPP
9 31 (10.20%) Apache Beam
10 20 (6.58%) Spark Streaming
11 17 (5.59%) Middleware
12 16 (5.26%) RESTful
13 14 (4.61%) Hibernate
14 12 (3.95%) LAPP Stack
Miscellaneous
1 92 (30.26%) Blog
2 58 (19.08%) Hackathon
3 44 (14.47%) Social Media
4 34 (11.18%) Social Network
5 22 (7.24%) Virtual Team
6 19 (6.25%) Algorithms
7 14 (4.61%) Linux Command Line
8 12 (3.95%) Tandem
9 9 (2.96%) Reinsurance
10 8 (2.63%) Hybrid Cloud
11 7 (2.30%) Mainframe
11 7 (2.30%) Management Information System
12 6 (1.97%) Cloud Native
13 5 (1.64%) Robotics
14 4 (1.32%) Cyberattack
14 4 (1.32%) Private Cloud
15 3 (0.99%) Data Structures
15 3 (0.99%) IoT
15 3 (0.99%) Reference Data
16 2 (0.66%) Cyberthreat
Operating Systems
1 103 (33.88%) Linux
2 45 (14.80%) Unix
3 11 (3.62%) Mac OS
4 9 (2.96%) Red Hat Enterprise Linux
Processes & Methodologies
1 145 (47.70%) Analytics
2 139 (45.72%) Agile
3 135 (44.41%) Data Modelling
4 130 (42.76%) Performance Tuning
5 117 (38.49%) DevOps
6 115 (37.83%) Creative Thinking
7 114 (37.50%) Containerisation
8 106 (34.87%) Data Engineering
8 106 (34.87%) Data Governance
9 104 (34.21%) Data Science
10 101 (33.22%) Data Architecture
11 88 (28.95%) Microservices
12 83 (27.30%) Machine Learning
13 81 (26.64%) Problem-Solving
14 79 (25.99%) Computer Science
15 73 (24.01%) Test Automation
16 72 (23.68%) ETL
17 65 (21.38%) CI/CD
18 64 (21.05%) Mentoring
19 63 (20.72%) Data Ingestion
Programming Languages
1 224 (73.68%) Java
2 164 (53.95%) Python
3 125 (41.12%) SQL
4 118 (38.82%) Scala
5 32 (10.53%) Go
6 29 (9.54%) Rust
7 26 (8.55%) Shell Script
8 20 (6.58%) C++
9 14 (4.61%) C
10 12 (3.95%) Perl
10 12 (3.95%) PHP
11 11 (3.62%) Bash
12 9 (2.96%) JavaScript
13 8 (2.63%) Groovy
13 8 (2.63%) HiveQL
14 1 (0.33%) C#
14 1 (0.33%) Haskell
14 1 (0.33%) PL/SQL
14 1 (0.33%) R
Qualifications
1 44 (14.47%) Degree
2 26 (8.55%) Computer Science Degree
3 16 (5.26%) Master's Degree
4 12 (3.95%) PhD
5 8 (2.63%) Security Cleared
6 6 (1.97%) SC Cleared
7 3 (0.99%) OCP
7 3 (0.99%) Oracle Certification
Quality Assurance & Compliance
1 30 (9.87%) QA
2 27 (8.88%) Data Quality
3 14 (4.61%) GDPR
4 5 (1.64%) ISO/IEC 27001
4 5 (1.64%) NIST
5 2 (0.66%) SLA
6 1 (0.33%) MiFID
System Software
1 65 (21.38%) Docker
2 57 (18.75%) Apache Flume
3 50 (16.45%) Apache ZooKeeper
4 26 (8.55%) HDFS
Systems Management
1 164 (53.95%) Kubernetes
2 62 (20.39%) Oozie
3 61 (20.07%) Ansible
4 35 (11.51%) Terraform
5 13 (4.28%) Hadoop YARN
6 6 (1.97%) Istio
7 1 (0.33%) Grafana
7 1 (0.33%) ZABBIX
Vendors
1 61 (20.07%) Cloudera
2 56 (18.42%) Splunk
3 54 (17.76%) Google
4 33 (10.86%) Cisco
5 30 (9.87%) Teradata
6 27 (8.88%) Databricks
7 23 (7.57%) Oracle
8 12 (3.95%) Facebook
8 12 (3.95%) Marin
9 11 (3.62%) Brandwatch
10 10 (3.29%) Solace
11 6 (1.97%) IBM
12 5 (1.64%) Ab Initio
13 4 (1.32%) Denodo
13 4 (1.32%) Informatica
13 4 (1.32%) Talend
14 3 (0.99%) Atlassian
14 3 (0.99%) Okta
14 3 (0.99%) VMware
15 2 (0.66%) Salesforce.com