Period
to 17 February 2018

The following table provides summary statistics for permanent job vacancies advertised in Reading 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 17 February 2018 with a comparison to the same period in the previous 2 years.

Apache HBase
Berkshire > Reading
6 months to
17 Feb 2018
Same period 2017 Same period 2016
Rank 114 159 205
Rank change year-on-year +45 +46 -
Permanent jobs citing HBase 44 14 15
As % of all permanent IT jobs advertised in Reading 1.71% 0.48% 0.33%
As % of the Database & Business Intelligence category 7.07% 2.05% 1.17%
Number of salaries quoted 38 11 15
Reading median annual salary £60,000 £67,500 £60,000
Median salary % change year-on-year -11.11% +12.50% -
10th Percentile £31,400 £52,500 £46,250
90th Percentile £66,500 £75,000 £72,500
Berkshire median annual salary £60,000 £68,750 £52,500
% change year-on-year -12.73% +30.95% -

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 Reading with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Reading
Permanent vacancies with a requirement for database or business intelligence skills 622 683 1,283
As % of all permanent IT jobs advertised in Reading 24.12% 23.63% 28.28%
Number of salaries quoted 549 563 1,134
Reading median annual salary £45,000 £46,000 £45,000
Median salary % change year-on-year -2.17% +2.22% -5.26%
10th Percentile £29,000 £28,250 £31,250
90th Percentile £68,750 £67,500 £65,000
Berkshire median annual salary £47,500 £47,500 £47,500

HBase
Job Vacancy Trend in Reading

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

Job vacancy trend for HBase in Reading

HBase
Salary Trend in Reading

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

Salary trend for HBase in Reading

HBase
Salary Histogram in Reading

The salary distribution of IT jobs citing HBase in Reading over the 6 months to 17 February 2018.

Salary histogram for HBase in Reading

For the 6 months to 17 February 2018, 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 Reading region with a requirement for HBase.

1 34 (77.27%) Degree
2 31 (70.45%) HDFS
3 30 (68.18%) Java
4 29 (65.91%) Agile Software Development
5 26 (59.09%) Amazon AWS
6 24 (54.55%) JavaScript
6 24 (54.55%) Hadoop
7 23 (52.27%) Continuous Integration
7 23 (52.27%) R
8 22 (50.00%) Linux
9 21 (47.73%) OO
10 20 (45.45%) Windows
10 20 (45.45%) Node.js
10 20 (45.45%) Apache Spark
11 19 (43.18%) Apache Hive
12 18 (40.91%) JSON
12 18 (40.91%) Internet
12 18 (40.91%) CSS
12 18 (40.91%) HTML
12 18 (40.91%) REST
13 16 (36.36%) MapReduce
13 16 (36.36%) SQL
14 15 (34.09%) Big Data
15 14 (31.82%) Analytics
16 13 (29.55%) Apache Flume
16 13 (29.55%) Oracle
16 13 (29.55%) Data Warehouse
16 13 (29.55%) Business Intelligence
17 12 (27.27%) Apache Pig
17 12 (27.27%) Analytical Skills

HBase
Co-occurring IT Skills in Reading 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 20 (45.45%) Apache Spark
2 12 (27.27%) Apache Pig
3 4 (9.09%) Elasticsearch
3 4 (9.09%) Oracle SOA Suite
3 4 (9.09%) WebLogic
4 3 (6.82%) SAS
5 2 (4.55%) Apache
6 1 (2.27%) Apache Solr
6 1 (2.27%) GeoServer
6 1 (2.27%) Tomcat
Business Applications
1 4 (9.09%) Oracle 11i
1 4 (9.09%) Oracle Assets
1 4 (9.09%) Oracle EBS
1 4 (9.09%) Oracle EBS R12
1 4 (9.09%) Oracle General Ledger
1 4 (9.09%) Oracle iProcurement
1 4 (9.09%) Oracle Payables
1 4 (9.09%) Oracle Receivables
Cloud Services
1 26 (59.09%) Amazon AWS
2 5 (11.36%) Microsoft Azure
3 4 (9.09%) Amazon EMR
3 4 (9.09%) GitHub
4 1 (2.27%) Azure Data Factory
Communications & Networking
1 18 (40.91%) Internet
2 1 (2.27%) Kerberos
Database & Business Intelligence
1 24 (54.55%) Hadoop
2 19 (43.18%) Apache Hive
3 15 (34.09%) Big Data
4 13 (29.55%) Data Warehouse
5 11 (25.00%) Relational Database
6 10 (22.73%) Sqoop
7 8 (18.18%) Impala
7 8 (18.18%) Power BI
7 8 (18.18%) QlikView
7 8 (18.18%) SQL Server
8 5 (11.36%) NoSQL
9 4 (9.09%) MySQL
9 4 (9.09%) Oracle BI EE
9 4 (9.09%) Oracle Database
9 4 (9.09%) Oracle Database 11g
9 4 (9.09%) Oracle Reports
9 4 (9.09%) SQL Server Analysis Services
9 4 (9.09%) SQL Server Integration Services
9 4 (9.09%) Star Schema
10 3 (6.82%) Data Mining
Development Applications
1 4 (9.09%) Ant
1 4 (9.09%) Team Foundation Server
2 3 (6.82%) Jenkins
2 3 (6.82%) JIRA
2 3 (6.82%) Maven
3 1 (2.27%) Eclipse
3 1 (2.27%) Git (software)
3 1 (2.27%) IntelliJ
3 1 (2.27%) NetBeans
General
1 4 (9.09%) Finance
2 1 (2.27%) Retail
Job Titles
1 25 (56.82%) Developer
2 21 (47.73%) Java Developer
3 19 (43.18%) Senior Developer
3 19 (43.18%) Senior Java Developer
4 7 (15.91%) Consultant
5 4 (9.09%) Architect
5 4 (9.09%) Business Developer
5 4 (9.09%) Business Intelligence Developer
5 4 (9.09%) Oracle Consultant
6 3 (6.82%) Analytics Manager
6 3 (6.82%) Big Data Engineer
6 3 (6.82%) Data Architect
6 3 (6.82%) Senior Analytics Manager
6 3 (6.82%) Senior Manager
7 2 (4.55%) Analytics Consultant
7 2 (4.55%) Graduate
7 2 (4.55%) Hadoop Engineer
7 2 (4.55%) Junior
7 2 (4.55%) Junior Consultant
7 2 (4.55%) Software Engineer
Libraries, Frameworks & Software Standards
1 20 (45.45%) Node.js
2 18 (40.91%) CSS
2 18 (40.91%) HTML
2 18 (40.91%) JSON
2 18 (40.91%) REST
3 8 (18.18%) XML
4 5 (11.36%) SOAP
4 5 (11.36%) TensorFlow
4 5 (11.36%) Web Services
5 4 (9.09%) EJB
5 4 (9.09%) EJB 3.0
5 4 (9.09%) Java EE
5 4 (9.09%) JMS
5 4 (9.09%) Middleware
5 4 (9.09%) Oracle Fusion
5 4 (9.09%) UDDI
5 4 (9.09%) WSDL
5 4 (9.09%) XSD
5 4 (9.09%) XSLT
6 2 (4.55%) Spring
Miscellaneous
1 12 (27.27%) Analytical Skills
2 11 (25.00%) Computer Science
3 4 (9.09%) Hybrid Cloud
3 4 (9.09%) Private Cloud
3 4 (9.09%) Public Cloud
4 1 (2.27%) Greenfield Project
Operating Systems
1 22 (50.00%) Linux
2 20 (45.45%) Windows
Processes & Methodologies
1 29 (65.91%) Agile Software Development
2 23 (52.27%) Continuous Integration
3 21 (47.73%) OO
4 16 (36.36%) MapReduce
5 14 (31.82%) Analytics
6 13 (29.55%) Business Intelligence
7 11 (25.00%) Visualisation
8 9 (20.45%) ETL
9 8 (18.18%) Data Architecture
9 8 (18.18%) Data Governance
9 8 (18.18%) Data Visualisation
9 8 (18.18%) High Availability
9 8 (18.18%) Mathematics
9 8 (18.18%) Use Case
10 7 (15.91%) Data Analysis
10 7 (15.91%) Data Modelling
11 6 (13.64%) Data Integration
12 5 (11.36%) Big Data Analytics
12 5 (11.36%) Statistics
13 4 (9.09%) BPEL
Programming Languages
1 30 (68.18%) Java
2 24 (54.55%) JavaScript
3 23 (52.27%) R
4 16 (36.36%) SQL
5 11 (25.00%) Python
6 10 (22.73%) Scala
7 8 (18.18%) C
8 5 (11.36%) C++
9 4 (9.09%) PL/SQL
9 4 (9.09%) WebLogic Scripting Tool
9 4 (9.09%) XPath
10 1 (2.27%) T-SQL
Qualifications
1 34 (77.27%) Degree
2 9 (20.45%) Computer Science Degree
3 4 (9.09%) ISTQB
3 4 (9.09%) PRINCE2 Certification
4 2 (4.55%) DV Cleared
4 2 (4.55%) Security Cleared
Quality Assurance & Compliance
1 4 (9.09%) Data Quality
1 4 (9.09%) QA
2 1 (2.27%) GDPR
System Software
1 31 (70.45%) HDFS
2 13 (29.55%) Apache Flume
3 2 (4.55%) Virtual Machines
4 1 (2.27%) Docker
Systems Management
1 8 (18.18%) Oozie
2 4 (9.09%) Nagios
3 2 (4.55%) Kibana
3 2 (4.55%) Puppet
4 1 (2.27%) Hadoop YARN
Vendors
1 13 (29.55%) Oracle
2 8 (18.18%) Tableau
3 5 (11.36%) Capita
3 5 (11.36%) Cloudera
3 5 (11.36%) Microsoft
4 4 (9.09%) Kofax
4 4 (9.09%) Perforce
4 4 (9.09%) Teradata
5 2 (4.55%) Atlassian
6 1 (2.27%) IBM