Period
to 22 September 2019

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 22 September 2019 with a comparison to the same period in the previous 2 years.

Apache HBase
UK
6 months to
22 Sep 2019
Same period 2018 Same period 2017
Rank 751 745 769
Rank change year-on-year -6 +24 +30
Permanent jobs citing HBase 331 454 458
As % of all permanent IT jobs advertised in the UK 0.24% 0.27% 0.26%
As % of the Database & Business Intelligence category 0.88% 0.92% 0.85%
Number of salaries quoted 279 340 365
UK median annual salary £72,500 £72,500 £65,000
Median salary % change year-on-year - +11.54% -
10th Percentile £49,867 £47,375 £41,750
90th Percentile £96,250 £110,000 £100,500
UK excluding London median annual salary £57,500 £65,000 £57,500
% change year-on-year -11.54% +13.04% +4.55%

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 37,647 49,485 54,024
As % of all permanent IT jobs advertised in the UK 27.06% 29.72% 30.57%
Number of salaries quoted 30,738 40,368 44,486
UK median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £31,250 £31,250 £30,000
90th Percentile £85,000 £82,500 £77,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +2.41%

HBase
Job Vacancy Trend

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

Job vacancy trend for HBase in the UK

HBase
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing HBase.

Salary trend for HBase in the UK

HBase
Salary Histogram

The salary distribution of IT jobs citing HBase over the 6 months to 22 September 2019.

Salary histogram for HBase in the UK

HBase
Top 12 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 22 September 2019. 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 +4 324 £72,500 - 28
London +24 204 £80,000 - 12
UK excluding London +34 123 £57,500 -11.54% 22
Midlands +52 55 £57,500 -32.35%
East Midlands +55 54 £57,500 -32.35%
South East -2 29 £72,500 +20.83% 9
East of England +55 16 £67,500 -3.57%
South West +14 11 £52,500 -4.55% 3
Scotland +4 6 £50,000 -4.76% 6
Yorkshire -4 6 £48,419 -3.16% 4
North of England -5 6 £48,419 -7.77% 4
West Midlands +26 1 £65,000 -7.14%

For the 6 months to 22 September 2019, 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.

1 304 (91.84%) Hadoop
2 276 (83.38%) Apache Spark
3 271 (81.87%) Big Data
4 252 (76.13%) Apache Hive
5 226 (68.28%) Java
6 209 (63.14%) Python
7 182 (54.98%) Scala
8 181 (54.68%) Agile Software Development
9 156 (47.13%) AWS
10 154 (46.53%) Impala
11 136 (41.09%) Kafka
12 114 (34.44%) NoSQL
12 114 (34.44%) SQL
13 112 (33.84%) Analytics
14 111 (33.53%) MapReduce
15 108 (32.63%) Hadoop YARN
16 104 (31.42%) Azure
17 96 (29.00%) HDFS
18 92 (27.79%) Apache Cassandra
19 90 (27.19%) Oozie
20 89 (26.89%) GCP
21 86 (25.98%) Data Science
22 84 (25.38%) Cloudera
22 84 (25.38%) Machine Learning
22 84 (25.38%) ETL
23 81 (24.47%) Sqoop
23 81 (24.47%) MongoDB
24 70 (21.15%) Apache Pig
25 68 (20.54%) Software Engineering
26 62 (18.73%) Amazon Redshift

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
1 276 (83.38%) Apache Spark
2 70 (21.15%) Apache Pig
3 56 (16.92%) Elasticsearch
4 38 (11.48%) Apache Solr
5 27 (8.16%) Apache
6 6 (1.81%) Apache Airflow
7 5 (1.51%) Confluence
7 5 (1.51%) Luigi
8 3 (0.91%) SAS
8 3 (0.91%) Tomcat
9 2 (0.60%) Cloud Foundry
9 2 (0.60%) Hyperledger
9 2 (0.60%) WildFly
10 1 (0.30%) JBoss
10 1 (0.30%) Jupyter
10 1 (0.30%) WebLogic Portal
Applications
1 1 (0.30%) Microsoft Project
1 1 (0.30%) Weka
Business Applications
1 1 (0.30%) Adobe Campaign
Cloud Services
1 156 (47.13%) AWS
2 104 (31.42%) Azure
3 89 (26.89%) GCP
4 34 (10.27%) Amazon EMR
5 29 (8.76%) Amazon Kinesis
6 18 (5.44%) IaaS
6 18 (5.44%) PaaS
7 17 (5.14%) Amazon ECS
8 16 (4.83%) Amazon S3
9 15 (4.53%) Power Platform
10 14 (4.23%) Cloud Computing
11 13 (3.93%) Serverless
12 12 (3.63%) Azure Data Factory
13 11 (3.32%) SaaS
14 10 (3.02%) Amazon EC2
15 8 (2.42%) GitHub
16 7 (2.11%) Amazon EKS
17 4 (1.21%) AWS CloudFormation
17 4 (1.21%) OpenShift
18 2 (0.60%) Azure Machine Learning
Communications & Networking
1 13 (3.93%) Internet
2 12 (3.63%) Kerberos
3 10 (3.02%) HTTP
4 6 (1.81%) Firewall
4 6 (1.81%) VPN
5 5 (1.51%) SSL
6 3 (0.91%) HTTPS
Database & Business Intelligence
1 304 (91.84%) Hadoop
2 271 (81.87%) Big Data
3 252 (76.13%) Apache Hive
4 154 (46.53%) Impala
5 114 (34.44%) NoSQL
6 92 (27.79%) Apache Cassandra
7 81 (24.47%) MongoDB
7 81 (24.47%) Sqoop
8 62 (18.73%) Amazon Redshift
9 57 (17.22%) Flink
10 43 (12.99%) Data Warehouse
11 36 (10.88%) BigQuery
12 31 (9.37%) PostgreSQL
12 31 (9.37%) SQL Server
13 28 (8.46%) Apache Kudu
14 23 (6.95%) MySQL
14 23 (6.95%) Redis
15 15 (4.53%) Couchbase
15 15 (4.53%) Pentaho
15 15 (4.53%) Power BI
Development Applications
1 32 (9.67%) Git (software)
2 18 (5.44%) Jenkins
3 14 (4.23%) Maven
4 10 (3.02%) IntelliJ
5 8 (2.42%) Eclipse
5 8 (2.42%) JIRA
5 8 (2.42%) NetBeans
6 7 (2.11%) Cucumber
6 7 (2.11%) Selenium
7 4 (1.21%) GitLab
8 2 (0.60%) Bitbucket
9 1 (0.30%) Artifactory
9 1 (0.30%) GoCD
9 1 (0.30%) Gradle
9 1 (0.30%) RStudio
9 1 (0.30%) SonarQube
9 1 (0.30%) Sonatype Nexus
9 1 (0.30%) Subversion
9 1 (0.30%) Travis CI
General
1 48 (14.50%) Law
2 37 (11.18%) Finance
3 15 (4.53%) Retail
4 13 (3.93%) Banking
5 11 (3.32%) Telecoms
6 10 (3.02%) Front Office
7 4 (1.21%) Investment Banking
7 4 (1.21%) Public Sector
8 3 (0.91%) Advertising
8 3 (0.91%) Games
9 2 (0.60%) Marketing
9 2 (0.60%) Retail Banking
10 1 (0.30%) Legal
Job Titles
1 127 (38.37%) Data Engineer
2 98 (29.61%) Developer
3 78 (23.56%) Java Developer
4 75 (22.66%) Big Data Engineer
5 46 (13.90%) Senior Data Engineer
6 44 (13.29%) Agile Developer
6 44 (13.29%) Agile Java Developer
7 41 (12.39%) Architect
8 40 (12.08%) Big Data Developer
9 37 (11.18%) Data Architect
10 36 (10.88%) Hadoop Engineer
11 29 (8.76%) Senior Developer
11 29 (8.76%) Senior Java Developer
12 23 (6.95%) Big Data Architect
13 19 (5.74%) Senior Hadoop Engineer
14 18 (5.44%) Consultant
15 17 (5.14%) Data Consultant
15 17 (5.14%) Senior Agile Developer
15 17 (5.14%) Senior Agile Java Developer
16 16 (4.83%) Senior Big Data Developer
Libraries, Frameworks & Software Standards
1 136 (41.09%) Kafka
2 47 (14.20%) Apache NiFi
3 25 (7.55%) Web Services
4 23 (6.95%) Apache Beam
5 22 (6.65%) Spark Streaming
5 22 (6.65%) Spring
6 19 (5.74%) JSON
7 18 (5.44%) OAuth
8 16 (4.83%) REST
9 14 (4.23%) HTML
10 12 (3.63%) Node.js
11 11 (3.32%) RabbitMQ
11 11 (3.32%) XML
12 10 (3.02%) OAuth2
12 10 (3.02%) Spring Boot
12 10 (3.02%) Spring Cloud
13 9 (2.72%) ActiveMQ
13 9 (2.72%) Elastic Stack
13 9 (2.72%) Hibernate
13 9 (2.72%) Lambda Expressions
Miscellaneous
1 33 (9.97%) Analytical Skills
2 21 (6.34%) Algorithms
3 15 (4.53%) Public Cloud
4 12 (3.63%) Data Structures
5 11 (3.32%) Virtual Team
6 7 (2.11%) Cloud Native
6 7 (2.11%) Data Centre
7 6 (1.81%) Enterprise Software
7 6 (1.81%) Social Media
8 4 (1.21%) Derivative
8 4 (1.21%) Equities
8 4 (1.21%) Greenfield Project
8 4 (1.21%) Replication
9 2 (0.60%) Industry 4.0
9 2 (0.60%) Linked Data
9 2 (0.60%) Linux Command Line
9 2 (0.60%) NHS
9 2 (0.60%) Private Cloud
9 2 (0.60%) User Experience
10 1 (0.30%) Management Information System
Operating Systems
1 45 (13.60%) Unix
2 40 (12.08%) Linux
3 2 (0.60%) SUSE Linux Enterprise Server
3 2 (0.60%) Ubuntu
3 2 (0.60%) Windows
3 2 (0.60%) Windows Server
Processes & Methodologies
1 181 (54.68%) Agile Software Development
2 112 (33.84%) Analytics
3 111 (33.53%) MapReduce
4 86 (25.98%) Data Science
5 84 (25.38%) ETL
5 84 (25.38%) Machine Learning
6 68 (20.54%) Software Engineering
7 57 (17.22%) Data Engineering
8 55 (16.62%) DevOps
9 54 (16.31%) Data Modelling
10 52 (15.71%) Business Intelligence
10 52 (15.71%) Scrum
11 39 (11.78%) Microservices
12 36 (10.88%) Data Analytics
13 34 (10.27%) Performance Tuning
14 28 (8.46%) TDD
15 24 (7.25%) E-Commerce
16 23 (6.95%) Open Source
17 21 (6.34%) Problem-Solving
18 20 (6.04%) Computer Science
Programming Languages
1 226 (68.28%) Java
2 209 (63.14%) Python
3 182 (54.98%) Scala
4 114 (34.44%) SQL
5 24 (7.25%) Bash Shell
6 19 (5.74%) JavaScript
7 18 (5.44%) Shell Script
8 14 (4.23%) PL/SQL
9 10 (3.02%) C#
10 8 (2.42%) Ruby
10 8 (2.42%) T-SQL
11 7 (2.11%) Clojure
12 6 (1.81%) C++
12 6 (1.81%) Perl
13 5 (1.51%) Go
13 5 (1.51%) R
14 3 (0.91%) C
15 2 (0.60%) Erlang
15 2 (0.60%) Java 8
15 2 (0.60%) Lua
Qualifications
1 30 (9.06%) Degree
2 13 (3.93%) Computer Science Degree
3 11 (3.32%) Security Cleared
4 3 (0.91%) PhD
5 2 (0.60%) DV Cleared
5 2 (0.60%) SC Cleared
6 1 (0.30%) CCA
6 1 (0.30%) Numerate Degree
6 1 (0.30%) Six Sigma Black Belt
6 1 (0.30%) TOGAF Certification
Quality Assurance & Compliance
1 32 (9.67%) Data Quality
2 11 (3.32%) QA
3 2 (0.60%) GDPR
4 1 (0.30%) ISO/IEC 27001
System Software
1 96 (29.00%) HDFS
2 56 (16.92%) Apache ZooKeeper
3 39 (11.78%) Apache Flume
4 23 (6.95%) Docker
5 2 (0.60%) Cronacle
5 2 (0.60%) Virtual Machines
5 2 (0.60%) VMware Infrastructure
5 2 (0.60%) vSphere
6 1 (0.30%) Active Directory
Systems Management
1 108 (32.63%) Hadoop YARN
2 90 (27.19%) Oozie
3 16 (4.83%) Ambari
4 15 (4.53%) Kubernetes
5 12 (3.63%) Ansible
6 10 (3.02%) Terraform
7 6 (1.81%) Single Sign-On
8 4 (1.21%) Mesos
8 4 (1.21%) Puppet
9 2 (0.60%) Check_MK
9 2 (0.60%) Control-M
9 2 (0.60%) Nagios
9 2 (0.60%) Rsyslog
10 1 (0.30%) Grafana
Vendors
1 84 (25.38%) Cloudera
2 44 (13.29%) Google
3 37 (11.18%) Hortonworks
4 26 (7.85%) Databricks
5 25 (7.55%) Splunk
6 23 (6.95%) Informatica
6 23 (6.95%) Oracle
6 23 (6.95%) Tableau
7 20 (6.04%) Talend
8 19 (5.74%) MapR
9 9 (2.72%) Microsoft
10 8 (2.42%) IBM
10 8 (2.42%) SAP
10 8 (2.42%) Vertica
11 7 (2.11%) Greenplum
11 7 (2.11%) HP
11 7 (2.11%) TIBCO
12 5 (1.51%) Teradata
13 4 (1.21%) Salesforce.com
14 3 (0.91%) Atlassian