Period
to 20 January 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 20 January 2021 with a comparison to the same period in the previous 2 years.

Apache HBase
UK
6 months to
20 Jan 2021
Same period 2020 Same period 2019
Rank 674 794 616
Rank change year-on-year +120 -178 +62
Permanent jobs citing HBase 89 232 583
As % of all permanent jobs advertised in the UK 0.14% 0.19% 0.39%
As % of the Database & Business Intelligence category 0.51% 0.68% 1.35%
Number of salaries quoted 78 199 471
Median annual salary £58,500 £72,500 £75,000
Median salary % change year-on-year -19.31% -3.33% +7.14%
10th Percentile £46,250 £50,000 £49,337
90th Percentile £97,500 £101,750 £106,250
UK excluding London median annual salary £55,500 £71,250 £60,000
% change year-on-year -22.11% +18.75% -

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 17,453 33,915 43,110
As % of all permanent IT jobs advertised in the UK 27.46% 27.05% 28.82%
Number of salaries quoted 14,619 28,087 35,772
Median annual salary £55,000 £52,500 £52,500
Median salary % change year-on-year +4.76% - +9.38%
10th Percentile £33,750 £32,000 £31,250
90th Percentile £87,500 £88,750 £85,000
UK excluding London median annual salary £49,000 £45,000 £45,000
% change year-on-year +8.89% - +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 20 January 2021.

Salary histogram for HBase in the UK

HBase
Top 15 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 20 January 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 +107 78 £58,500 -22.00% 13
UK excluding London +132 53 £55,500 -22.11% 6
London +141 35 £80,000 - 7
North of England +95 17 £55,000 -
Midlands +27 17 £55,500 -23.45% 2
East Midlands +9 13 £55,500 -23.45% 1
Yorkshire +50 12 £55,000 -
Scotland +33 9 £57,500 +7.38%
Work from Home -61 9 £85,000 +17.24% 1
North West - 5 £55,000 -
South East +137 4 £85,000 +61.90% 2
West Midlands +73 4 £55,000 +10.00% 1
South West +75 3 - - 1
Northern Ireland - 2 £63,750 -
East of England +101 1 £90,000 +24.14% 1

For the 6 months to 20 January 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 78 (87.64%) Hadoop
2 56 (62.92%) Big Data
3 53 (59.55%) Kafka
3 53 (59.55%) Apache Spark
4 52 (58.43%) Python
5 48 (53.93%) Apache Hive
6 40 (44.94%) AWS
6 40 (44.94%) Java
7 37 (41.57%) Data Lake
8 35 (39.33%) HDFS
9 34 (38.20%) NoSQL
10 33 (37.08%) SQL
11 28 (31.46%) Azure
11 28 (31.46%) DevOps
12 26 (29.21%) Finance
13 24 (26.97%) Apache Cassandra
14 23 (25.84%) MongoDB
14 23 (25.84%) Agile Software Development
15 22 (24.72%) Business Intelligence
15 22 (24.72%) Hadoop YARN
16 21 (23.60%) Data Engineering
17 19 (21.35%) ETL
17 19 (21.35%) Data Warehouse
17 19 (21.35%) Linux
18 18 (20.22%) Web Services
18 18 (20.22%) Apache
19 17 (19.10%) Spring
19 17 (19.10%) Scala
19 17 (19.10%) Apache ZooKeeper
19 17 (19.10%) Public Sector

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 53 (59.55%) Apache Spark
2 18 (20.22%) Apache
3 12 (13.48%) Elasticsearch
4 11 (12.36%) Apache Synapse
5 4 (4.49%) Apache Pig
5 4 (4.49%) Apache Solr
6 3 (3.37%) Cloud Foundry
6 3 (3.37%) JBoss
6 3 (3.37%) Tomcat
6 3 (3.37%) WebLogic
6 3 (3.37%) WebSphere
7 1 (1.12%) Apache Airflow
7 1 (1.12%) Jupyter
7 1 (1.12%) Luigi
Cloud Services
1 40 (44.94%) AWS
2 28 (31.46%) Azure
3 12 (13.48%) Amazon Kinesis
3 12 (13.48%) GCP
4 11 (12.36%) Azure Data Factory
5 6 (6.74%) SaaS
6 3 (3.37%) Cloud Computing
6 3 (3.37%) IaaS
6 3 (3.37%) PaaS
7 2 (2.25%) Amazon EMR
7 2 (2.25%) AWS CloudFormation
7 2 (2.25%) AWS Data Pipeline
7 2 (2.25%) AWS Lambda
7 2 (2.25%) Serverless
8 1 (1.12%) Amazon Cognito
8 1 (1.12%) Azure Active Directory
8 1 (1.12%) Azure Functions
8 1 (1.12%) Azure Machine Learning
8 1 (1.12%) Logic Apps
8 1 (1.12%) Power Platform
Communications & Networking
1 11 (12.36%) HTTP
2 5 (5.62%) Firewall
3 4 (4.49%) Kerberos
4 3 (3.37%) 802.11
4 3 (3.37%) DMZ
4 3 (3.37%) Fibre Channel
4 3 (3.37%) FTP
4 3 (3.37%) LAN
4 3 (3.37%) Reverse Proxy
4 3 (3.37%) SAN
4 3 (3.37%) SNMP
4 3 (3.37%) SSH
4 3 (3.37%) TCP/IP
4 3 (3.37%) VPN
4 3 (3.37%) WAN
4 3 (3.37%) Wireless
5 2 (2.25%) HTTPS
5 2 (2.25%) SSL
6 1 (1.12%) Network Security
Database & Business Intelligence
1 78 (87.64%) Hadoop
2 56 (62.92%) Big Data
3 48 (53.93%) Apache Hive
4 37 (41.57%) Data Lake
5 34 (38.20%) NoSQL
6 24 (26.97%) Apache Cassandra
7 23 (25.84%) MongoDB
8 19 (21.35%) Data Warehouse
9 16 (17.98%) SQL Server
10 15 (16.85%) Sqoop
11 14 (15.73%) Amazon Redshift
11 14 (15.73%) Impala
12 13 (14.61%) SQL Server Analysis Services
13 12 (13.48%) Azure SQL Database
13 12 (13.48%) Relational Database
13 12 (13.48%) SQL Server Reporting Services
14 11 (12.36%) Azure SQL Data Warehouse
14 11 (12.36%) MySQL
14 11 (12.36%) Spark SQL
14 11 (12.36%) SQL Server Integration Services
Development Applications
1 14 (15.73%) Git (software)
2 8 (8.99%) Jenkins
3 6 (6.74%) Maven
4 3 (3.37%) JIRA
4 3 (3.37%) Subversion
5 2 (2.25%) ER Studio
5 2 (2.25%) ERwin
6 1 (1.12%) Oracle Forms
6 1 (1.12%) Visual Studio Team System
General
1 26 (29.21%) Finance
2 17 (19.10%) Public Sector
3 12 (13.48%) Retail
4 4 (4.49%) Front Office
4 4 (4.49%) Military
5 3 (3.37%) Telecoms
6 2 (2.25%) Advertising
6 2 (2.25%) Pharmaceutical
7 1 (1.12%) Banking
7 1 (1.12%) Financial Institution
7 1 (1.12%) Manufacturing
Job Titles
1 30 (33.71%) Data Engineer
2 26 (29.21%) Developer
3 15 (16.85%) Java Developer
4 13 (14.61%) Architect
5 11 (12.36%) Big Data Engineer
6 10 (11.24%) DevOps Engineer
7 8 (8.99%) Data Architect
8 7 (7.87%) Senior Developer
9 6 (6.74%) Consultant
9 6 (6.74%) ETL Developer
9 6 (6.74%) Scala Engineer
10 5 (5.62%) Data Consultant
10 5 (5.62%) Senior Consultant
11 4 (4.49%) Ab Initio Developer
11 4 (4.49%) Administrator
11 4 (4.49%) Python Engineer
11 4 (4.49%) Senior DevOps
11 4 (4.49%) Senior DevOps Engineer
12 3 (3.37%) Java Architect
12 3 (3.37%) Telecoms Architect
Libraries, Frameworks & Software Standards
1 53 (59.55%) Kafka
2 18 (20.22%) Web Services
3 17 (19.10%) Spring
4 11 (12.36%) React
5 8 (8.99%) AngularJS
5 8 (8.99%) J2EE
6 6 (6.74%) Apache NiFi
6 6 (6.74%) Apache Thrift
6 6 (6.74%) CSS
6 6 (6.74%) Guice
6 6 (6.74%) HTML
6 6 (6.74%) Lucene
6 6 (6.74%) Node.js
6 6 (6.74%) Protocol Buffers
6 6 (6.74%) RESTful
6 6 (6.74%) Samza
6 6 (6.74%) SOAP
7 5 (5.62%) Hibernate
7 5 (5.62%) Vert.x
8 4 (4.49%) XML
Miscellaneous
1 5 (5.62%) Data Centre
1 5 (5.62%) Greenfield Project
1 5 (5.62%) Private Cloud
2 4 (4.49%) Data Structures
3 3 (3.37%) Analytical Skills
3 3 (3.37%) User Experience
3 3 (3.37%) Virtual Team
4 2 (2.25%) Replication
5 1 (1.12%) Algorithms
5 1 (1.12%) Enterprise Software
5 1 (1.12%) Hedge funds
5 1 (1.12%) Hybrid Cloud
5 1 (1.12%) Public Cloud
5 1 (1.12%) Reference Data
Operating Systems
1 19 (21.35%) Linux
2 7 (7.87%) Red Hat Enterprise Linux
3 5 (5.62%) Unix
4 3 (3.37%) CentOS
4 3 (3.37%) Oracle Linux
4 3 (3.37%) Ubuntu
Processes & Methodologies
1 28 (31.46%) DevOps
2 23 (25.84%) Agile Software Development
3 22 (24.72%) Business Intelligence
4 21 (23.60%) Data Engineering
5 19 (21.35%) ETL
6 14 (15.73%) Software Engineering
7 13 (14.61%) SDLC
8 12 (13.48%) Analytics
8 12 (13.48%) Dependency Injection
8 12 (13.48%) Microservices
9 11 (12.36%) Data Modelling
10 10 (11.24%) Multithreading
11 9 (10.11%) Data Science
11 9 (10.11%) ETL Development
11 9 (10.11%) Performance Tuning
11 9 (10.11%) Problem-Solving
12 8 (8.99%) Computer Science
12 8 (8.99%) Configuration Management
12 8 (8.99%) High Availability
12 8 (8.99%) Software Delivery
Programming Languages
1 52 (58.43%) Python
2 40 (44.94%) Java
3 33 (37.08%) SQL
4 17 (19.10%) Scala
5 11 (12.36%) Bash Shell
6 6 (6.74%) JavaScript
7 5 (5.62%) PHP
8 2 (2.25%) Perl
8 2 (2.25%) Shell Script
9 1 (1.12%) C++
9 1 (1.12%) PL/SQL
9 1 (1.12%) R
Qualifications
1 12 (13.48%) Security Cleared
2 8 (8.99%) Degree
3 7 (7.87%) SC Cleared
Quality Assurance & Compliance
1 6 (6.74%) Data Quality
2 3 (3.37%) QA
3 1 (1.12%) PMO
System Software
1 35 (39.33%) HDFS
2 17 (19.10%) Apache ZooKeeper
3 16 (17.98%) Docker
4 3 (3.37%) VMware Infrastructure
5 1 (1.12%) Active Directory
5 1 (1.12%) Apache Flume
Systems Management
1 22 (24.72%) Hadoop YARN
2 16 (17.98%) Ansible
3 15 (16.85%) Kubernetes
4 13 (14.61%) Opscode Chef
4 13 (14.61%) Puppet
5 12 (13.48%) Terraform
6 10 (11.24%) Nagios
7 9 (10.11%) Oozie
8 7 (7.87%) Graphite
8 7 (7.87%) Opsview
9 2 (2.25%) Ambari
9 2 (2.25%) Single Sign-On
10 1 (1.12%) Mesos
Vendors
1 15 (16.85%) Cloudera
1 15 (16.85%) Databricks
2 14 (15.73%) Oracle
3 12 (13.48%) Microsoft
4 6 (6.74%) Ab Initio
5 5 (5.62%) Informatica
6 4 (4.49%) Google
6 4 (4.49%) Talend
6 4 (4.49%) Teradata
7 3 (3.37%) Red Hat
7 3 (3.37%) Solace
7 3 (3.37%) VMware
8 2 (2.25%) Atlassian
8 2 (2.25%) Facebook
8 2 (2.25%) Hortonworks
8 2 (2.25%) Marin
9 1 (1.12%) Cognos
9 1 (1.12%) MicroStrategy
9 1 (1.12%) Snowplow
9 1 (1.12%) TIBCO