Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Berkshire 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Apache HBase
South East > Berkshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 216 278 309
Rank change year-on-year +62 +31 -
Permanent jobs citing HBase 39 19 39
As % of all permanent IT jobs advertised in Berkshire 0.62% 0.22% 0.35%
As % of the Database & Business Intelligence category 2.16% 0.87% 1.26%
Number of salaries quoted 31 19 38
Berkshire median annual salary £57,500 £57,500 £50,000
Median salary % change year-on-year - +15.00% -
10th Percentile £32,000 £51,250 £32,375
90th Percentile £67,500 £75,000 £69,875
South East median annual salary £60,000 £60,000 £50,000
% change year-on-year - +20.00% -20.00%

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 Berkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Berkshire
Permanent vacancies with a requirement for database or business intelligence skills 1806 2183 3087
As % of all permanent IT jobs advertised in Berkshire 28.84% 25.07% 27.91%
Number of salaries quoted 1556 1872 2566
Berkshire median annual salary £47,500 £48,500 £47,500
Median salary % change year-on-year -2.06% +2.11% +9.20%
10th Percentile £29,000 £30,525 £31,250
90th Percentile £71,250 £68,750 £67,500
South East median annual salary £45,000 £45,000 £43,000
% change year-on-year - +4.65% +3.61%

HBase
Job Vacancy Trend in Berkshire

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

Job vacancy trend for HBase in Berkshire

HBase
Salary Trend in Berkshire

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

Salary trend for HBase in Berkshire

HBase
Salary Histogram in Berkshire

The salary distribution of IT jobs citing HBase in Berkshire over the 6 months to 18 November 2017.

Salary histogram for HBase in Berkshire

HBase
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing HBase within the Berkshire region over the 6 months to 18 November 2017. 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
Reading +61 29 £57,500 -8.00% 2
Newbury -5 8 £62,500 -7.41% 2
HBase
South East

For the 6 months to 18 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 Berkshire region with a requirement for HBase.

1 32 (82.05%) Java
2 30 (76.92%) JavaScript
3 29 (74.36%) Degree
4 27 (69.23%) Agile Software Development
4 27 (69.23%) Linux
4 27 (69.23%) HDFS
5 26 (66.67%) Continuous Integration
5 26 (66.67%) Node.js
6 21 (53.85%) Amazon AWS
6 21 (53.85%) OO
7 18 (46.15%) CSS
7 18 (46.15%) Windows
7 18 (46.15%) HTML
8 17 (43.59%) R
9 16 (41.03%) REST
9 16 (41.03%) JSON
9 16 (41.03%) Internet
10 15 (38.46%) Apache Spark
11 14 (35.90%) Python
11 14 (35.90%) Hadoop
12 13 (33.33%) Big Data
12 13 (33.33%) Elasticsearch
13 12 (30.77%) Apache Pig
13 12 (30.77%) Apache Hive
14 11 (28.21%) Scala
14 11 (28.21%) Software Engineering
15 10 (25.64%) Computer Science
15 10 (25.64%) RabbitMQ
16 9 (23.08%) Apache Flume
17 8 (20.51%) Jenkins

HBase
Co-occurring IT Skills in Berkshire 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 15 (38.46%) Apache Spark
2 13 (33.33%) Elasticsearch
3 12 (30.77%) Apache Pig
4 5 (12.82%) Apache Solr
5 4 (10.26%) Apache
6 1 (2.56%) GeoServer
6 1 (2.56%) SAS
6 1 (2.56%) Tomcat
Cloud Services
1 21 (53.85%) Amazon AWS
2 4 (10.26%) Amazon EMR
3 1 (2.56%) Azure Data Factory
3 1 (2.56%) Microsoft Azure
Communications & Networking
1 16 (41.03%) Internet
2 1 (2.56%) GSM
2 1 (2.56%) LTE
2 1 (2.56%) UMTS
Database & Business Intelligence
1 14 (35.90%) Hadoop
2 13 (33.33%) Big Data
3 12 (30.77%) Apache Hive
4 8 (20.51%) Apache Cassandra
4 8 (20.51%) Impala
5 7 (17.95%) NoSQL
6 6 (15.38%) MySQL
6 6 (15.38%) PostgreSQL
7 5 (12.82%) MongoDB
7 5 (12.82%) Relational Database
7 5 (12.82%) SQL Server
7 5 (12.82%) Sqoop
8 4 (10.26%) Data Warehouse
8 4 (10.26%) Power BI
8 4 (10.26%) QlikView
8 4 (10.26%) Redis
8 4 (10.26%) SQL Server Analysis Services
8 4 (10.26%) SQL Server Integration Services
8 4 (10.26%) Star Schema
9 2 (5.13%) Parquet
Development Applications
1 8 (20.51%) Jenkins
1 8 (20.51%) Maven
2 5 (12.82%) Ant
3 3 (7.69%) Eclipse
3 3 (7.69%) Git (software)
3 3 (7.69%) IntelliJ
3 3 (7.69%) JIRA
3 3 (7.69%) NetBeans
General
1 1 (2.56%) Banking
1 1 (2.56%) Games
1 1 (2.56%) Retail
1 1 (2.56%) Telecoms
Job Titles
1 29 (74.36%) Developer
2 20 (51.28%) Java Developer
3 18 (46.15%) Senior Developer
4 14 (35.90%) Senior Java Developer
5 5 (12.82%) Big Data Engineer
5 5 (12.82%) JavaScript Developer
5 5 (12.82%) Software Engineer
6 4 (10.26%) Business Developer
6 4 (10.26%) Business Intelligence Developer
6 4 (10.26%) Node.js Developer
6 4 (10.26%) Principal Developer
6 4 (10.26%) Principal Java Developer
6 4 (10.26%) Senior Software Developer
6 4 (10.26%) Software Developer
7 3 (7.69%) Cybersecurity Engineer
7 3 (7.69%) Hadoop Engineer
7 3 (7.69%) Security Engineer
8 2 (5.13%) Data Engineer
8 2 (5.13%) DevOps Engineer
8 2 (5.13%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 26 (66.67%) Node.js
2 18 (46.15%) CSS
2 18 (46.15%) HTML
3 16 (41.03%) JSON
3 16 (41.03%) REST
4 10 (25.64%) RabbitMQ
5 5 (12.82%) Web Services
6 4 (10.26%) Kafka
6 4 (10.26%) Spring
6 4 (10.26%) XML
7 3 (7.69%) ActiveMQ
7 3 (7.69%) Hibernate
7 3 (7.69%) JPA
7 3 (7.69%) SOAP
7 3 (7.69%) Spring Boot
7 3 (7.69%) Spring Cloud
8 2 (5.13%) Apache Avro
9 1 (2.56%) AngularJS
9 1 (2.56%) GeoTools
9 1 (2.56%) JTS
Miscellaneous
1 10 (25.64%) Computer Science
2 7 (17.95%) Analytical Skills
3 2 (5.13%) Algorithms
4 1 (2.56%) Enterprise Software
4 1 (2.56%) Virtual Team
Operating Systems
1 27 (69.23%) Linux
2 18 (46.15%) Windows
3 1 (2.56%) Unix
Processes & Methodologies
1 27 (69.23%) Agile Software Development
2 26 (66.67%) Continuous Integration
3 21 (53.85%) OO
4 11 (28.21%) Software Engineering
5 7 (17.95%) Data Modelling
5 7 (17.95%) Machine Learning
5 7 (17.95%) MapReduce
5 7 (17.95%) Visualisation
6 6 (15.38%) Analytics
7 5 (12.82%) API Design
7 5 (12.82%) Big Data Analytics
7 5 (12.82%) Performance Tuning
7 5 (12.82%) Scrum
7 5 (12.82%) TDD
8 4 (10.26%) Data Governance
8 4 (10.26%) Data Management
8 4 (10.26%) Data Visualisation
8 4 (10.26%) Master Data Management
8 4 (10.26%) Mathematics
8 4 (10.26%) Predictive Analytics
Programming Languages
1 32 (82.05%) Java
2 30 (76.92%) JavaScript
3 17 (43.59%) R
4 14 (35.90%) Python
5 11 (28.21%) Scala
6 8 (20.51%) SQL
7 3 (7.69%) T-SQL
8 2 (5.13%) C
9 1 (2.56%) C#
9 1 (2.56%) C++
9 1 (2.56%) F#
9 1 (2.56%) Go
9 1 (2.56%) Ruby
Qualifications
1 29 (74.36%) Degree
2 7 (17.95%) Computer Science Degree
3 2 (5.13%) DV Cleared
3 2 (5.13%) Security Cleared
Quality Assurance & Compliance
1 5 (12.82%) Data Quality
2 4 (10.26%) QA
System Software
1 27 (69.23%) HDFS
2 9 (23.08%) Apache Flume
3 3 (7.69%) Docker
4 2 (5.13%) Virtual Machines
Systems Management
1 5 (12.82%) Oozie
2 4 (10.26%) Hadoop YARN
2 4 (10.26%) Nagios
3 2 (5.13%) Kibana
3 2 (5.13%) Puppet
Vendors
1 5 (12.82%) Cloudera
1 5 (12.82%) Microsoft
1 5 (12.82%) Oracle
1 5 (12.82%) Tableau
2 2 (5.13%) Atlassian
3 1 (2.56%) Hortonworks
3 1 (2.56%) IBM
3 1 (2.56%) MapR