Period
to 21 August 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 21 August 2018 with a comparison to the same period in the previous 2 years.

Apache HBase
Berkshire > Reading
6 months to
21 Aug 2018
Same period 2017 Same period 2016
Rank 110 136 182
Rank change year-on-year +26 +46 -
Permanent jobs citing HBase 35 22 21
As % of all permanent IT jobs advertised in Reading 1.51% 0.91% 0.58%
As % of the Database & Business Intelligence category 5.32% 3.63% 2.19%
Number of salaries quoted 25 9 21
Reading median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% -
10th Percentile £37,500 £42,000 £35,750
90th Percentile £80,000 £67,500 £65,000
Berkshire median annual salary £60,000 £60,000 £52,500
% change year-on-year - +14.29% +5.00%

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 658 606 961
As % of all permanent IT jobs advertised in Reading 28.31% 25.12% 26.77%
Number of salaries quoted 581 488 835
Reading median annual salary £50,000 £45,000 £47,500
Median salary % change year-on-year +11.11% -5.26% -
10th Percentile £32,500 £29,750 £30,000
90th Percentile £72,500 £70,000 £65,000
Berkshire median annual salary £50,000 £49,500 £47,500
% change year-on-year +1.01% +4.21% -3.06%

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 21 August 2018.

Salary histogram for HBase in Reading

For the 6 months to 21 August 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 30 (85.71%) Linux
2 28 (80.00%) Degree
2 28 (80.00%) HDFS
3 23 (65.71%) Windows
4 22 (62.86%) Java
5 20 (57.14%) Hadoop
5 20 (57.14%) Apache Hive
5 20 (57.14%) Apache Spark
6 18 (51.43%) Analytical Skills
6 18 (51.43%) C
6 18 (51.43%) Data Analysis
7 17 (48.57%) R
8 16 (45.71%) Cybersecurity
9 15 (42.86%) Apache Flume
9 15 (42.86%) Node.js
9 15 (42.86%) Amazon AWS
9 15 (42.86%) Security Cleared
9 15 (42.86%) Agile Software Development
9 15 (42.86%) Elasticsearch
10 13 (37.14%) Low Latency
10 13 (37.14%) DevOps
10 13 (37.14%) Impala
10 13 (37.14%) Kibana
10 13 (37.14%) Virtual Machines
10 13 (37.14%) Release Management
10 13 (37.14%) Atlassian
10 13 (37.14%) Integration Testing
10 13 (37.14%) Continuous Integration
10 13 (37.14%) Computer Science
10 13 (37.14%) Visualisation

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 (57.14%) Apache Spark
2 15 (42.86%) Elasticsearch
3 3 (8.57%) SAS
Cloud Services
1 15 (42.86%) Amazon AWS
2 3 (8.57%) OpenShift
Communications & Networking
1 13 (37.14%) Internet
Database & Business Intelligence
1 20 (57.14%) Apache Hive
1 20 (57.14%) Hadoop
2 13 (37.14%) Impala
3 12 (34.29%) Big Data
4 5 (14.29%) Relational Database
5 3 (8.57%) Data Mining
6 2 (5.71%) Apache Cassandra
6 2 (5.71%) PostgreSQL
Job Titles
1 12 (34.29%) Developer
1 12 (34.29%) Java Developer
2 8 (22.86%) Big Data Engineer
2 8 (22.86%) Cybersecurity Engineer
2 8 (22.86%) DevOps Engineer
2 8 (22.86%) Hadoop Engineer
2 8 (22.86%) Security Engineer
2 8 (22.86%) Senior Developer
2 8 (22.86%) Senior Java Developer
3 5 (14.29%) Java Engineer
3 5 (14.29%) Linux Engineer
3 5 (14.29%) Linux Systems Engineer
3 5 (14.29%) Systems Engineer
4 4 (11.43%) Java Software Engineer
4 4 (11.43%) Software Engineer
5 3 (8.57%) Analytics Manager
5 3 (8.57%) Senior Analytics Manager
5 3 (8.57%) Senior Manager
6 2 (5.71%) Consultant
6 2 (5.71%) Junior
Libraries, Frameworks & Software Standards
1 15 (42.86%) Node.js
2 11 (31.43%) JSON
3 8 (22.86%) CSS
3 8 (22.86%) HTML
3 8 (22.86%) REST
4 5 (14.29%) TensorFlow
5 3 (8.57%) RESTful
6 2 (5.71%) Akka
6 2 (5.71%) Kafka
6 2 (5.71%) RabbitMQ
6 2 (5.71%) Web Services
Miscellaneous
1 18 (51.43%) Analytical Skills
2 13 (37.14%) Computer Science
3 2 (5.71%) Greenfield Project
Operating Systems
1 30 (85.71%) Linux
2 23 (65.71%) Windows
Processes & Methodologies
1 18 (51.43%) Data Analysis
2 16 (45.71%) Cybersecurity
3 15 (42.86%) Agile Software Development
4 13 (37.14%) Change Management
4 13 (37.14%) Configuration Management
4 13 (37.14%) Continuous Integration
4 13 (37.14%) DevOps
4 13 (37.14%) Integration Testing
4 13 (37.14%) Low Latency
4 13 (37.14%) OO
4 13 (37.14%) Release Management
4 13 (37.14%) Visualisation
5 8 (22.86%) Use Case
6 7 (20.00%) Analytics
7 5 (14.29%) MapReduce
7 5 (14.29%) Statistics
8 4 (11.43%) Software Engineering
9 3 (8.57%) Commercial Awareness
10 2 (5.71%) API Design
10 2 (5.71%) Data Analytics
Programming Languages
1 22 (62.86%) Java
2 18 (51.43%) C
3 17 (48.57%) R
4 10 (28.57%) JavaScript
5 9 (25.71%) Python
5 9 (25.71%) Scala
6 5 (14.29%) C++
6 5 (14.29%) SQL
Qualifications
1 28 (80.00%) Degree
2 15 (42.86%) Security Cleared
3 13 (37.14%) DV Cleared
4 2 (5.71%) SC Cleared
Quality Assurance & Compliance
1 2 (5.71%) Data Quality
1 2 (5.71%) GDPR
System Software
1 28 (80.00%) HDFS
2 15 (42.86%) Apache Flume
3 13 (37.14%) Virtual Machines
Systems Management
1 13 (37.14%) Kibana
1 13 (37.14%) Puppet
2 3 (8.57%) Kubernetes
Vendors
1 13 (37.14%) Atlassian
2 5 (14.29%) Capita