Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 12 April 2021

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 April 2021 with a comparison to the same period in the previous 2 years.

Apache HBase
UK
6 months to
12 Apr 2021		 Same period 2020 Same period 2019
Rank 743 776 598
Rank change year-on-year +33 -178 +32
Permanent jobs citing HBase 106 230 616
As % of all permanent jobs advertised in the UK 0.13% 0.20% 0.41%
As % of the Database & Business Intelligence category 0.49% 0.75% 1.45%
Number of salaries quoted 75 172 499
10th Percentile £49,750 £50,000 £49,337
25th Percentile £50,500 £60,000 £58,750
Median annual salary (50th Percentile) £62,500 £75,000 £75,000
Median % change year-on-year -16.67% - +7.14%
75th Percentile £85,000 £85,000 £95,000
90th Percentile £102,500 £105,000 £112,500
UK excluding London median annual salary £55,000 £72,500 £52,500
% change year-on-year -24.14% +38.10% -12.50%

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 21,785 30,573 42,368
As % of all permanent IT jobs advertised in the UK 26.40% 26.93% 28.45%
Number of salaries quoted 17,600 25,217 35,073
10th Percentile £33,750 £32,500 £31,250
25th Percentile £41,250 £40,000 £37,500
Median annual salary (50th Percentile) £55,000 £52,500 £52,500
Median % change year-on-year +4.76% - +5.00%
75th Percentile £73,750 £72,500 £70,000
90th Percentile £87,500 £87,500 £85,000
UK excluding London median annual salary £48,500 £45,000 £45,000
% change year-on-year +7.78% - +5.88%

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 April 2021.

Salary histogram for HBase in the UK

HBase
Top 14 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 April 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
England +5 97 £66,250 -11.67% 22
UK excluding London +51 62 £55,000 -24.14% 12
London +48 43 £85,000 +6.25% 11
South East +85 19 £85,000 +61.90% 3
North of England +53 16 £55,000 - 2
Midlands -21 15 £55,500 -26.00% 2
Yorkshire +18 11 £55,000 -
East Midlands -27 10 £55,500 -26.00% 1
Work from Home -112 8 £85,000 +17.24% 4
Scotland +10 6 £58,250 -6.80% 1
West Midlands +26 5 £55,000 +4.76% 1
North West - 5 £55,000 - 2
South West +1 3 - - 2
Northern Ireland - 3 £65,000 -

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

1 82 (77.36%) Hadoop
2 75 (70.75%) Apache Spark
3 73 (68.87%) Big Data
4 66 (62.26%) Kafka
5 60 (56.60%) Python
6 57 (53.77%) Java
7 47 (44.34%) HDFS
7 47 (44.34%) Apache Hive
8 44 (41.51%) AWS
9 37 (34.91%) NoSQL
10 35 (33.02%) Ansible
10 35 (33.02%) Finance
11 34 (32.08%) SQL
11 34 (32.08%) Linux
12 33 (31.13%) Data Lake
13 31 (29.25%) Apache
14 29 (27.36%) Software Engineering
14 29 (27.36%) DevOps
15 27 (25.47%) MongoDB
15 27 (25.47%) Scala
15 27 (25.47%) Spring
16 26 (24.53%) Azure
16 26 (24.53%) Git (software)
17 25 (23.58%) Computer Science
17 25 (23.58%) Banking
18 24 (22.64%) Agile Software Development
18 24 (22.64%) Apache Cassandra
19 23 (21.70%) Jenkins
19 23 (21.70%) Degree
20 22 (20.75%) AngularJS

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 75 (70.75%) Apache Spark
2 31 (29.25%) Apache
3 13 (12.26%) GemFire
4 10 (9.43%) Apache Synapse
4 10 (9.43%) Elasticsearch
5 3 (2.83%) Apache Solr
5 3 (2.83%) Cloud Foundry
5 3 (2.83%) JBoss
5 3 (2.83%) Tomcat
5 3 (2.83%) WebLogic
5 3 (2.83%) WebSphere
6 2 (1.89%) Apache Airflow
6 2 (1.89%) Apache Pig
6 2 (1.89%) Luigi
6 2 (1.89%) SAS
7 1 (0.94%) OpenStack
Cloud Services
1 44 (41.51%) AWS
2 26 (24.53%) Azure
3 15 (14.15%) GCP
4 13 (12.26%) GitHub
5 12 (11.32%) Amazon Kinesis
6 10 (9.43%) Azure Data Factory
7 5 (4.72%) Cloud Computing
7 5 (4.72%) SaaS
8 4 (3.77%) AWS CloudFormation
9 2 (1.89%) AWS Data Pipeline
9 2 (1.89%) OpenShift
9 2 (1.89%) Power Platform
10 1 (0.94%) Amazon S3
10 1 (0.94%) AWS Lambda
Communications & Networking
1 8 (7.55%) HTTP
2 7 (6.60%) Wireless
3 4 (3.77%) FTP
4 3 (2.83%) 802.11
4 3 (2.83%) DMZ
4 3 (2.83%) Fibre Channel
4 3 (2.83%) Firewall
4 3 (2.83%) LAN
4 3 (2.83%) Reverse Proxy
4 3 (2.83%) SAN
4 3 (2.83%) SNMP
4 3 (2.83%) SSH
4 3 (2.83%) TCP/IP
4 3 (2.83%) VPN
4 3 (2.83%) WAN
5 2 (1.89%) Kerberos
5 2 (1.89%) SMS
Database & Business Intelligence
1 82 (77.36%) Hadoop
2 73 (68.87%) Big Data
3 47 (44.34%) Apache Hive
4 37 (34.91%) NoSQL
5 33 (31.13%) Data Lake
6 27 (25.47%) MongoDB
7 24 (22.64%) Apache Cassandra
8 20 (18.87%) MariaDB
9 19 (17.92%) Data Warehouse
9 19 (17.92%) Relational Database
10 16 (15.09%) PostgreSQL
11 13 (12.26%) Amazon Redshift
11 13 (12.26%) Impala
11 13 (12.26%) Redis
11 13 (12.26%) Sqoop
12 11 (10.38%) MySQL
12 11 (10.38%) SQL Server
13 10 (9.43%) Amazon Athena
14 9 (8.49%) Azure SQL Data Warehouse
14 9 (8.49%) Spark SQL
Development Applications
1 26 (24.53%) Git (software)
2 23 (21.70%) Jenkins
3 16 (15.09%) Eclipse
3 16 (15.09%) IntelliJ
4 15 (14.15%) JUnit
5 14 (13.21%) Cucumber
6 13 (12.26%) Cypress.io
6 13 (12.26%) Gradle
6 13 (12.26%) Mockito
6 13 (12.26%) Protractor
6 13 (12.26%) Sonatype Nexus
6 13 (12.26%) Storybook
7 9 (8.49%) Maven
8 3 (2.83%) Bitbucket
8 3 (2.83%) SonarQube
8 3 (2.83%) Subversion
9 2 (1.89%) IBM UrbanCode
9 2 (1.89%) Postman
9 2 (1.89%) SoapUI
10 1 (0.94%) Artifactory
General
1 35 (33.02%) Finance
2 25 (23.58%) Banking
3 14 (13.21%) Public Sector
4 13 (12.26%) Law
5 10 (9.43%) Retail
6 7 (6.60%) Telecoms
7 6 (5.66%) Advertising
8 3 (2.83%) Military
Job Titles
1 29 (27.36%) Data Engineer
2 21 (19.81%) Developer
3 20 (18.87%) Architect
4 12 (11.32%) Big Data Engineer
5 11 (10.38%) Java Developer
6 10 (9.43%) Data Architect
7 8 (7.55%) Administrator
7 8 (7.55%) DevOps Engineer
8 7 (6.60%) Big Data Architect
9 6 (5.66%) Consultant
9 6 (5.66%) DBA
9 6 (5.66%) Principal Architect
9 6 (5.66%) Scala Engineer
9 6 (5.66%) Senior DBA
9 6 (5.66%) Software Engineer
10 5 (4.72%) ETL Developer
10 5 (4.72%) Python Engineer
10 5 (4.72%) Senior Developer
11 4 (3.77%) Solutions Architect
12 3 (2.83%) Lead Developer
Libraries, Frameworks & Software Standards
1 66 (62.26%) Kafka
2 27 (25.47%) Spring
3 22 (20.75%) AngularJS
4 19 (17.92%) JSON
4 19 (17.92%) React
5 17 (16.04%) CSS
6 16 (15.09%) Node.js
6 16 (15.09%) RESTful
6 16 (15.09%) Web Services
7 14 (13.21%) Spark Streaming
8 13 (12.26%) Express
8 13 (12.26%) Redux
8 13 (12.26%) Tailwind CSS
8 13 (12.26%) Twitter Bootstrap
8 13 (12.26%) WireMock
9 7 (6.60%) Hibernate
10 6 (5.66%) LAMP
10 6 (5.66%) LAPP Stack
11 5 (4.72%) Apache NiFi
11 5 (4.72%) Apache Thrift
Miscellaneous
1 13 (12.26%) Linux Command Line
2 9 (8.49%) Self-Motivation
3 8 (7.55%) Virtual Team
4 6 (5.66%) Greenfield Project
4 6 (5.66%) Replication
5 5 (4.72%) Data Structures
5 5 (4.72%) User Experience
6 4 (3.77%) Private Cloud
7 3 (2.83%) Analytical Skills
7 3 (2.83%) Cybercrime
7 3 (2.83%) Data Centre
7 3 (2.83%) Hedge funds
8 2 (1.89%) Algorithms
9 1 (0.94%) Enterprise Software
9 1 (0.94%) Public Cloud
9 1 (0.94%) SWIFT
Operating Systems
1 34 (32.08%) Linux
2 14 (13.21%) Unix
3 7 (6.60%) Red Hat Enterprise Linux
4 3 (2.83%) CentOS
4 3 (2.83%) Oracle Linux
4 3 (2.83%) Ubuntu
Processes & Methodologies
1 29 (27.36%) DevOps
1 29 (27.36%) Software Engineering
2 25 (23.58%) Computer Science
3 24 (22.64%) Agile Software Development
4 22 (20.75%) Microservices
5 20 (18.87%) Data Engineering
5 20 (18.87%) ETL
6 18 (16.98%) Business Intelligence
7 17 (16.04%) Technical Leadership
8 15 (14.15%) Open Source
8 15 (14.15%) SDLC
9 14 (13.21%) Infrastructure as Code
10 13 (12.26%) Cross-Browser Testing
10 13 (12.26%) Digital Banking
10 13 (12.26%) Fintech
10 13 (12.26%) Validation
11 12 (11.32%) High Availability
11 12 (11.32%) Problem-Solving
11 12 (11.32%) TDD
12 10 (9.43%) Software Delivery
Programming Languages
1 60 (56.60%) Python
2 57 (53.77%) Java
3 34 (32.08%) SQL
4 27 (25.47%) Scala
5 15 (14.15%) Groovy
6 13 (12.26%) Bash Shell
6 13 (12.26%) Shell Script
7 9 (8.49%) PHP
8 6 (5.66%) Perl
9 4 (3.77%) Haskell
9 4 (3.77%) JavaScript
9 4 (3.77%) PL/SQL
10 2 (1.89%) Java 8
10 2 (1.89%) R
11 1 (0.94%) C
Qualifications
1 23 (21.70%) Degree
2 14 (13.21%) OCP
2 14 (13.21%) Oracle Certification
3 6 (5.66%) Security Cleared
4 3 (2.83%) AWS Certification
4 3 (2.83%) TOGAF Certification
5 2 (1.89%) SC Cleared
Quality Assurance & Compliance
1 3 (2.83%) Data Quality
1 3 (2.83%) QA
System Software
1 47 (44.34%) HDFS
2 20 (18.87%) Docker
3 14 (13.21%) Apache ZooKeeper
4 13 (12.26%) VMware Infrastructure
5 3 (2.83%) Apache Flume
5 3 (2.83%) Virtual Servers
Systems Management
1 35 (33.02%) Ansible
2 21 (19.81%) Opscode Chef
3 18 (16.98%) Kubernetes
3 18 (16.98%) Puppet
4 16 (15.09%) Hadoop YARN
5 15 (14.15%) Terraform
6 10 (9.43%) Nagios
7 8 (7.55%) Oozie
8 7 (6.60%) Graphite
8 7 (6.60%) Opsview
Vendors
1 17 (16.04%) Databricks
2 16 (15.09%) VMware
3 14 (13.21%) Oracle
4 13 (12.26%) Okta
5 10 (9.43%) Cloudera
6 9 (8.49%) Microsoft
7 8 (7.55%) Google
8 6 (5.66%) Facebook
8 6 (5.66%) Marin
9 5 (4.72%) Ab Initio
9 5 (4.72%) Talend
10 3 (2.83%) Red Hat
11 2 (1.89%) Atlassian
11 2 (1.89%) Cognos
11 2 (1.89%) Informatica
11 2 (1.89%) MicroStrategy
11 2 (1.89%) Snowplow
11 2 (1.89%) Splunk
12 1 (0.94%) TIBCO