Period
to 20 November 2017

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 20 November 2017 with a comparison to the same period in the previous 2 years.

Apache HBase
Berkshire > Reading
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 127 180 205
Rank change year-on-year +53 +25 -
Permanent jobs citing HBase 29 12 11
As % of all permanent IT jobs advertised in Reading 1.23% 0.35% 0.24%
As % of the Database & Business Intelligence category 4.92% 1.47% 0.83%
Number of salaries quoted 25 12 11
Reading median annual salary £57,500 £62,500 £60,000
Median salary % change year-on-year -8.00% +4.17% -
10th Percentile £32,000 £52,500 £53,750
90th Percentile £67,500 £75,000 £72,500
Berkshire median annual salary £57,500 £62,500 £50,000
% change year-on-year -8.00% +25.00% -

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 590 818 1320
As % of all permanent IT jobs advertised in Reading 25.03% 23.75% 28.50%
Number of salaries quoted 506 705 1112
Reading median annual salary £45,000 £47,500 £47,500
Median salary % change year-on-year -5.26% - +5.56%
10th Percentile £28,500 £29,000 £32,500
90th Percentile £67,500 £67,500 £63,750
Berkshire median annual salary £47,500 £48,500 £47,500
% change year-on-year -2.06% +2.11% +7.95%

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 20 November 2017.

Salary histogram for HBase in Reading

For the 6 months to 20 November 2017, IT jobs citing HBase also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Reading region with a requirement for HBase.

1 27 (93.10%) HDFS
2 25 (86.21%) Degree
3 23 (79.31%) Agile Software Development
3 23 (79.31%) Continuous Integration
3 23 (79.31%) Java
3 23 (79.31%) JavaScript
4 21 (72.41%) Linux
5 20 (68.97%) Amazon AWS
6 19 (65.52%) Node.js
6 19 (65.52%) OO
7 18 (62.07%) Windows
8 16 (55.17%) CSS
8 16 (55.17%) HTML
8 16 (55.17%) Internet
8 16 (55.17%) JSON
8 16 (55.17%) REST
8 16 (55.17%) R
9 13 (44.83%) Apache Spark
10 10 (34.48%) Apache Pig
10 10 (34.48%) Hadoop
11 9 (31.03%) Apache Hive
11 9 (31.03%) Big Data
11 9 (31.03%) Computer Science
12 8 (27.59%) Apache Flume
13 7 (24.14%) Impala
13 7 (24.14%) Visualisation
13 7 (24.14%) Data Modelling
13 7 (24.14%) Computer Science Degree
14 6 (20.69%) SQL
14 6 (20.69%) MapReduce

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 13 (44.83%) Apache Spark
2 10 (34.48%) Apache Pig
3 5 (17.24%) Elasticsearch
4 4 (13.79%) Apache
5 3 (10.34%) Apache Solr
6 1 (3.45%) GeoServer
6 1 (3.45%) Tomcat
Cloud Services
1 20 (68.97%) Amazon AWS
2 4 (13.79%) Amazon EMR
3 1 (3.45%) Azure Data Factory
3 1 (3.45%) Microsoft Azure
Communications & Networking
1 16 (55.17%) Internet
Database & Business Intelligence
1 10 (34.48%) Hadoop
2 9 (31.03%) Apache Hive
2 9 (31.03%) Big Data
3 7 (24.14%) Impala
4 5 (17.24%) Sqoop
5 4 (13.79%) Data Warehouse
5 4 (13.79%) MySQL
5 4 (13.79%) NoSQL
5 4 (13.79%) Power BI
5 4 (13.79%) QlikView
5 4 (13.79%) Relational Database
5 4 (13.79%) SQL Server
5 4 (13.79%) SQL Server Analysis Services
5 4 (13.79%) SQL Server Integration Services
5 4 (13.79%) Star Schema
6 3 (10.34%) MongoDB
6 3 (10.34%) Redis
7 2 (6.90%) Parquet
8 1 (3.45%) DB2
8 1 (3.45%) HDInsight
Development Applications
1 3 (10.34%) Eclipse
1 3 (10.34%) Git (software)
1 3 (10.34%) IntelliJ
1 3 (10.34%) Jenkins
1 3 (10.34%) JIRA
1 3 (10.34%) Maven
1 3 (10.34%) NetBeans
General
1 1 (3.45%) Retail
Job Titles
1 24 (82.76%) Developer
2 20 (68.97%) Java Developer
3 14 (48.28%) Senior Developer
3 14 (48.28%) Senior Java Developer
4 5 (17.24%) JavaScript Developer
5 4 (13.79%) Business Developer
5 4 (13.79%) Business Intelligence Developer
5 4 (13.79%) Node.js Developer
5 4 (13.79%) Principal Developer
5 4 (13.79%) Principal Java Developer
6 3 (10.34%) Big Data Engineer
7 2 (6.90%) Cybersecurity Engineer
7 2 (6.90%) DevOps Engineer
7 2 (6.90%) Graduate
7 2 (6.90%) Graduate Software Engineer
7 2 (6.90%) Hadoop Engineer
7 2 (6.90%) Security Engineer
7 2 (6.90%) Software Engineer
8 1 (3.45%) Full Stack Developer
8 1 (3.45%) Senior JavaScript Developer
Libraries, Frameworks & Software Standards
1 19 (65.52%) Node.js
2 16 (55.17%) CSS
2 16 (55.17%) HTML
2 16 (55.17%) JSON
2 16 (55.17%) REST
3 4 (13.79%) Spring
3 4 (13.79%) XML
4 3 (10.34%) ActiveMQ
4 3 (10.34%) Hibernate
4 3 (10.34%) JPA
4 3 (10.34%) RabbitMQ
4 3 (10.34%) SOAP
4 3 (10.34%) Spring Boot
4 3 (10.34%) Spring Cloud
4 3 (10.34%) Web Services
5 2 (6.90%) Apache Avro
5 2 (6.90%) Kafka
6 1 (3.45%) AngularJS
6 1 (3.45%) D3.js
6 1 (3.45%) JTS
Miscellaneous
1 9 (31.03%) Computer Science
2 6 (20.69%) Analytical Skills
Operating Systems
1 21 (72.41%) Linux
2 18 (62.07%) Windows
Processes & Methodologies
1 23 (79.31%) Agile Software Development
1 23 (79.31%) Continuous Integration
2 19 (65.52%) OO
3 7 (24.14%) Data Modelling
3 7 (24.14%) Visualisation
4 6 (20.69%) MapReduce
5 5 (17.24%) Analytics
5 5 (17.24%) Big Data Analytics
6 4 (13.79%) Business Intelligence
6 4 (13.79%) Data Architecture
6 4 (13.79%) Data Governance
6 4 (13.79%) Data Management
6 4 (13.79%) Data Visualisation
6 4 (13.79%) Database Tuning
6 4 (13.79%) ETL
6 4 (13.79%) High Availability
6 4 (13.79%) Master Data Management
6 4 (13.79%) Performance Tuning
6 4 (13.79%) Predictive Analytics
6 4 (13.79%) Scrum
Programming Languages
1 23 (79.31%) Java
1 23 (79.31%) JavaScript
2 16 (55.17%) R
3 6 (20.69%) SQL
4 5 (17.24%) Python
5 3 (10.34%) Scala
5 3 (10.34%) T-SQL
6 2 (6.90%) C
Qualifications
1 25 (86.21%) Degree
2 7 (24.14%) Computer Science Degree
3 2 (6.90%) DV Cleared
3 2 (6.90%) Security Cleared
Quality Assurance & Compliance
1 4 (13.79%) Data Quality
1 4 (13.79%) QA
System Software
1 27 (93.10%) HDFS
2 8 (27.59%) Apache Flume
3 3 (10.34%) Docker
4 2 (6.90%) Virtual Machines
Systems Management
1 4 (13.79%) Nagios
1 4 (13.79%) Oozie
2 3 (10.34%) Hadoop YARN
3 2 (6.90%) Kibana
3 2 (6.90%) Puppet
Vendors
1 5 (17.24%) Microsoft
1 5 (17.24%) Oracle
2 4 (13.79%) Cloudera
2 4 (13.79%) Tableau
3 2 (6.90%) Atlassian
4 1 (3.45%) IBM