Period
to 17 October 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 October 2018 with a comparison to the same period in the previous 2 years.

Apache HBase
Berkshire > Reading
6 months to
17 Oct 2018
Same period 2017 Same period 2016
Rank 122 133 180
Rank change year-on-year +11 +47 +30
Permanent jobs citing HBase 25 21 11
As % of all permanent IT jobs advertised in Reading 1.12% 0.91% 0.32%
As % of the Database & Business Intelligence category 3.70% 3.58% 1.33%
Number of salaries quoted 14 20 11
Reading median annual salary £61,250 £57,500 £55,000
Median salary % change year-on-year +6.52% +4.55% -8.33%
10th Percentile £37,500 £31,800 £35,750
90th Percentile £83,750 £67,500 £61,250
Berkshire median annual salary £57,500 £57,500 £52,500
% change year-on-year - +9.52% -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 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 676 587 830
As % of all permanent IT jobs advertised in Reading 30.17% 25.46% 23.93%
Number of salaries quoted 581 494 709
Reading median annual salary £50,000 £45,000 £47,500
Median salary % change year-on-year +11.11% -5.26% -
10th Percentile £32,500 £28,650 £29,750
90th Percentile £75,000 £67,500 £66,250
Berkshire median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - -

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 October 2018.

Salary histogram for HBase in Reading

For the 6 months to 17 October 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 25 (100.00%) Linux
1 25 (100.00%) HDFS
2 23 (92.00%) Degree
3 21 (84.00%) Windows
4 20 (80.00%) Hadoop
4 20 (80.00%) Apache Spark
5 18 (72.00%) Apache Hive
5 18 (72.00%) Apache Flume
6 16 (64.00%) DevOps
6 16 (64.00%) Kibana
6 16 (64.00%) Analytical Skills
6 16 (64.00%) Elasticsearch
6 16 (64.00%) Configuration Management
6 16 (64.00%) Computer Science
6 16 (64.00%) Virtual Machines
7 15 (60.00%) Security Cleared
8 14 (56.00%) Big Data
9 13 (52.00%) DV Cleared
9 13 (52.00%) Visualisation
9 13 (52.00%) Low Latency
9 13 (52.00%) Impala
9 13 (52.00%) Cybersecurity
9 13 (52.00%) Puppet
9 13 (52.00%) Release Management
9 13 (52.00%) Atlassian
9 13 (52.00%) Integration Testing
9 13 (52.00%) Change Management
9 13 (52.00%) Data Analysis
9 13 (52.00%) C
10 12 (48.00%) Java

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 (80.00%) Apache Spark
2 16 (64.00%) Elasticsearch
3 3 (12.00%) Apache Pig
4 2 (8.00%) Apache
4 2 (8.00%) Cloud Foundry
4 2 (8.00%) JBoss
Cloud Services
1 12 (48.00%) Amazon AWS
2 5 (20.00%) GitHub
3 3 (12.00%) Amazon EC2
3 3 (12.00%) Amazon EMR
3 3 (12.00%) Cloud Computing
3 3 (12.00%) Microsoft Azure
Communications & Networking
1 5 (20.00%) Internet
2 3 (12.00%) HTTP
Database & Business Intelligence
1 20 (80.00%) Hadoop
2 18 (72.00%) Apache Hive
3 14 (56.00%) Big Data
4 13 (52.00%) Impala
5 3 (12.00%) Apache Cassandra
5 3 (12.00%) Cloudera CDH
5 3 (12.00%) Couchbase
5 3 (12.00%) Data Lake
5 3 (12.00%) Data Warehouse
5 3 (12.00%) MongoDB
5 3 (12.00%) MySQL
5 3 (12.00%) NoSQL
5 3 (12.00%) QlikView
5 3 (12.00%) RDBMS
5 3 (12.00%) Relational Database
5 3 (12.00%) Spark SQL
5 3 (12.00%) SQL Server
5 3 (12.00%) SQL Server Analysis Services
5 3 (12.00%) SQL Server Integration Services
5 3 (12.00%) Sqoop
Development Applications
1 5 (20.00%) Git (software)
1 5 (20.00%) Jenkins
2 3 (12.00%) Eclipse
2 3 (12.00%) JIRA
2 3 (12.00%) Subversion
2 3 (12.00%) Team Foundation Server
3 2 (8.00%) Gradle
Job Titles
1 10 (40.00%) Developer
2 8 (32.00%) Big Data Engineer
2 8 (32.00%) Cybersecurity Engineer
2 8 (32.00%) DevOps Engineer
2 8 (32.00%) Hadoop Engineer
2 8 (32.00%) Security Engineer
3 7 (28.00%) Java Developer
3 7 (28.00%) Senior Developer
4 5 (20.00%) Linux Engineer
4 5 (20.00%) Linux Systems Engineer
4 5 (20.00%) Systems Engineer
5 4 (16.00%) Senior Java Developer
6 3 (12.00%) Big Data Developer
6 3 (12.00%) Senior Big Data Developer
7 2 (8.00%) Data Engineer
7 2 (8.00%) Java Engineer
7 2 (8.00%) Senior Data Engineer
8 1 (4.00%) Developer/Software Engineer
8 1 (4.00%) Java Hadoop Developer
8 1 (4.00%) Senior Hadoop Developer
Libraries, Frameworks & Software Standards
1 8 (32.00%) JSON
2 7 (28.00%) Kafka
3 6 (24.00%) CSS
3 6 (24.00%) HTML
4 5 (20.00%) Node.js
4 5 (20.00%) REST
4 5 (20.00%) Web Services
5 3 (12.00%) AngularJS
5 3 (12.00%) HTML5
5 3 (12.00%) jQuery
5 3 (12.00%) React
5 3 (12.00%) RESTful
5 3 (12.00%) Spark Streaming
5 3 (12.00%) XML
6 2 (8.00%) Akka
6 2 (8.00%) Apache Avro
6 2 (8.00%) Drools
6 2 (8.00%) Middleware
6 2 (8.00%) RabbitMQ
6 2 (8.00%) Spring
Miscellaneous
1 16 (64.00%) Analytical Skills
1 16 (64.00%) Computer Science
2 2 (8.00%) Linux Command Line
3 1 (4.00%) Virtual Team
Operating Systems
1 25 (100.00%) Linux
2 21 (84.00%) Windows
3 5 (20.00%) Unix
Processes & Methodologies
1 16 (64.00%) Configuration Management
1 16 (64.00%) DevOps
2 13 (52.00%) Change Management
2 13 (52.00%) Cybersecurity
2 13 (52.00%) Data Analysis
2 13 (52.00%) Integration Testing
2 13 (52.00%) Low Latency
2 13 (52.00%) Release Management
2 13 (52.00%) Visualisation
3 12 (48.00%) Agile Software Development
4 10 (40.00%) Continuous Integration
5 8 (32.00%) OO
5 8 (32.00%) Use Case
6 5 (20.00%) Analytics
6 5 (20.00%) Data Analytics
6 5 (20.00%) Scrum
7 4 (16.00%) Microservices
8 3 (12.00%) Build Automation
8 3 (12.00%) Open Source
8 3 (12.00%) Performance Tuning
Programming Languages
1 13 (52.00%) C
2 12 (48.00%) Java
3 7 (28.00%) R
4 6 (24.00%) JavaScript
5 5 (20.00%) Python
5 5 (20.00%) Scala
5 5 (20.00%) Shell Script
6 3 (12.00%) SQL
Qualifications
1 23 (92.00%) Degree
2 15 (60.00%) Security Cleared
3 13 (52.00%) DV Cleared
4 3 (12.00%) Computer Science Degree
5 2 (8.00%) SC Cleared
Quality Assurance & Compliance
1 5 (20.00%) QA
2 2 (8.00%) Data Quality
System Software
1 25 (100.00%) HDFS
2 18 (72.00%) Apache Flume
3 16 (64.00%) Virtual Machines
4 2 (8.00%) Apache ZooKeeper
Systems Management
1 16 (64.00%) Kibana
2 13 (52.00%) Puppet
3 3 (12.00%) Kubernetes
3 3 (12.00%) Oozie
3 3 (12.00%) Rundeck
4 2 (8.00%) Hadoop YARN
Vendors
1 13 (52.00%) Atlassian
2 3 (12.00%) Cloudera
2 3 (12.00%) Hortonworks
2 3 (12.00%) Microsoft
2 3 (12.00%) Oracle
2 3 (12.00%) Tableau