Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the South East 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
England > South East
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 475 526 598
Rank change year-on-year +51 +72 -3
Permanent jobs citing HBase 74 64 54
As % of all permanent IT jobs advertised in the South East 0.24% 0.18% 0.13%
As % of the Database & Business Intelligence category 0.77% 0.63% 0.39%
Number of salaries quoted 50 55 51
South East median annual salary £60,000 £60,000 £50,000
Median salary % change year-on-year - +20.00% -20.00%
10th Percentile £32,000 £47,500 £37,000
90th Percentile £78,750 £78,750 £68,750
England median annual salary £65,000 £70,000 £70,000
% change year-on-year -7.14% - +3.70%

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 the South East with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South East
Permanent vacancies with a requirement for database or business intelligence skills 9650 10176 13965
As % of all permanent IT jobs advertised in the South East 31.53% 29.35% 32.59%
Number of salaries quoted 8308 8937 11926
South East median annual salary £45,000 £45,000 £43,000
Median salary % change year-on-year - +4.65% +3.61%
10th Percentile £27,500 £28,000 £27,500
90th Percentile £65,000 £65,000 £62,500
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

HBase
Job Vacancy Trend in the South East

Job postings citing HBase as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for HBase in the South East

HBase
Salary Trend in the South East

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

Salary trend for HBase in the South East

HBase
Salary Histogram in the South East

The salary distribution of IT jobs citing HBase in the South East over the 6 months to 20 November 2017.

Salary histogram for HBase in the South East

HBase
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing HBase within the South East region over the 6 months to 20 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
Thames Valley +66 53 £57,500 -8.00% 7
Berkshire +67 39 £57,500 -8.00% 6
Hampshire +27 14 £42,500 -45.16% 1
Oxfordshire +10 8 - -
Buckinghamshire - 6 £52,500 - 1
East Sussex -1 3 - -
Surrey -24 3 £75,000 +25.00% 1
Middlesex - 2 £75,000 -
HBase
England

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 South East region with a requirement for HBase.

1 58 (78.38%) Java
2 51 (68.92%) Agile Software Development
3 47 (63.51%) Hadoop
4 46 (62.16%) Big Data
5 33 (44.59%) Linux
6 32 (43.24%) Degree
6 32 (43.24%) Apache Spark
7 31 (41.89%) HDFS
8 30 (40.54%) JavaScript
9 29 (39.19%) Continuous Integration
10 27 (36.49%) Python
11 26 (35.14%) Node.js
11 26 (35.14%) MapReduce
12 25 (33.78%) Apache Hive
13 24 (32.43%) Amazon AWS
14 23 (31.08%) OO
15 21 (28.38%) Apache Cassandra
15 21 (28.38%) R
16 20 (27.03%) NoSQL
17 19 (25.68%) Apache Pig
17 19 (25.68%) JSON
18 18 (24.32%) Windows
18 18 (24.32%) HTML
18 18 (24.32%) CSS
18 18 (24.32%) Analytics
19 17 (22.97%) REST
19 17 (22.97%) Web Services
19 17 (22.97%) SQL
19 17 (22.97%) Scala
19 17 (22.97%) Spring

HBase
Co-occurring IT Skills in the South East 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 32 (43.24%) Apache Spark
2 19 (25.68%) Apache Pig
3 13 (17.57%) Elasticsearch
4 9 (12.16%) Apache
5 8 (10.81%) Apache Solr
6 5 (6.76%) SAS
7 2 (2.70%) Cloud Foundry
7 2 (2.70%) GemFire
7 2 (2.70%) GeoServer
8 1 (1.35%) Tomcat
Cloud Services
1 24 (32.43%) Amazon AWS
2 4 (5.41%) Amazon EMR
2 4 (5.41%) Microsoft Azure
3 3 (4.05%) GitHub
4 2 (2.70%) Azure Data Factory
4 2 (2.70%) Google Cloud Platform
4 2 (2.70%) PaaS
Communications & Networking
1 16 (21.62%) Internet
2 1 (1.35%) GSM
2 1 (1.35%) LTE
2 1 (1.35%) UMTS
Database & Business Intelligence
1 47 (63.51%) Hadoop
2 46 (62.16%) Big Data
3 25 (33.78%) Apache Hive
4 21 (28.38%) Apache Cassandra
5 20 (27.03%) NoSQL
6 13 (17.57%) MongoDB
7 11 (14.86%) Impala
8 8 (10.81%) Sqoop
9 7 (9.46%) Amazon DynamoDB
10 6 (8.11%) MySQL
10 6 (8.11%) PostgreSQL
10 6 (8.11%) Power BI
10 6 (8.11%) Relational Database
11 5 (6.76%) Redis
11 5 (6.76%) SQL Server
12 4 (5.41%) Data Warehouse
12 4 (5.41%) QlikView
12 4 (5.41%) SQL Server Analysis Services
12 4 (5.41%) SQL Server Integration Services
12 4 (5.41%) Star Schema
Development Applications
1 13 (17.57%) Jenkins
2 9 (12.16%) Maven
3 6 (8.11%) Git (software)
4 5 (6.76%) Ant
4 5 (6.76%) Eclipse
4 5 (6.76%) IntelliJ
5 3 (4.05%) Gradle
5 3 (4.05%) JIRA
5 3 (4.05%) NetBeans
6 2 (2.70%) JUnit
6 2 (2.70%) SonarQube
7 1 (1.35%) Sonatype Nexus
General
1 9 (12.16%) Finance
2 7 (9.46%) Banking
3 2 (2.70%) Retail
4 1 (1.35%) Games
4 1 (1.35%) Investment Banking
4 1 (1.35%) Telecoms
Job Titles
1 43 (58.11%) Developer
2 31 (41.89%) Java Developer
3 19 (25.68%) Senior Developer
4 15 (20.27%) Senior Java Developer
5 11 (14.86%) Data Engineer
6 9 (12.16%) Big Data Engineer
7 5 (6.76%) Data Scientist
7 5 (6.76%) DevOps Engineer
7 5 (6.76%) Hadoop Engineer
7 5 (6.76%) JavaScript Developer
7 5 (6.76%) Software Engineer
8 4 (5.41%) Business Developer
8 4 (5.41%) Business Intelligence Developer
8 4 (5.41%) Junior
8 4 (5.41%) Junior Developer
8 4 (5.41%) Junior Java Developer
8 4 (5.41%) Principal Developer
8 4 (5.41%) Senior Data Scientist
8 4 (5.41%) Senior Software Developer
8 4 (5.41%) Software Developer
Libraries, Frameworks & Software Standards
1 26 (35.14%) Node.js
2 19 (25.68%) JSON
3 18 (24.32%) CSS
3 18 (24.32%) HTML
4 17 (22.97%) REST
4 17 (22.97%) Spring
4 17 (22.97%) Web Services
5 15 (20.27%) Kafka
5 15 (20.27%) RabbitMQ
6 11 (14.86%) J2EE
7 5 (6.76%) Spring Boot
8 4 (5.41%) XML
9 3 (4.05%) ActiveMQ
9 3 (4.05%) Apache Avro
9 3 (4.05%) Hibernate
9 3 (4.05%) JPA
9 3 (4.05%) Middleware
9 3 (4.05%) Sensu
9 3 (4.05%) SOAP
9 3 (4.05%) Spring Cloud
Miscellaneous
1 12 (16.22%) Computer Science
2 10 (13.51%) Greenfield Project
3 8 (10.81%) Analytical Skills
4 6 (8.11%) Fintech
5 4 (5.41%) Algorithms
5 4 (5.41%) Virtual Team
6 3 (4.05%) Linux Command Line
7 1 (1.35%) Enterprise Software
Operating Systems
1 33 (44.59%) Linux
2 18 (24.32%) Windows
3 4 (5.41%) Unix
Processes & Methodologies
1 51 (68.92%) Agile Software Development
2 29 (39.19%) Continuous Integration
3 26 (35.14%) MapReduce
4 23 (31.08%) OO
5 18 (24.32%) Analytics
6 14 (18.92%) Machine Learning
7 12 (16.22%) Software Engineering
7 12 (16.22%) Visualisation
8 10 (13.51%) Scrum
9 9 (12.16%) TDD
10 8 (10.81%) Data Visualisation
10 8 (10.81%) Mathematics
10 8 (10.81%) Open Source
10 8 (10.81%) Performance Tuning
11 7 (9.46%) Data Modelling
11 7 (9.46%) ETL
12 6 (8.11%) Big Data Analytics
12 6 (8.11%) Data Analytics
13 5 (6.76%) Deep Learning
13 5 (6.76%) DevOps
Programming Languages
1 58 (78.38%) Java
2 30 (40.54%) JavaScript
3 27 (36.49%) Python
4 21 (28.38%) R
5 17 (22.97%) Scala
5 17 (22.97%) SQL
6 3 (4.05%) Shell Script
6 3 (4.05%) T-SQL
7 2 (2.70%) C
7 2 (2.70%) Go
7 2 (2.70%) MATLAB
8 1 (1.35%) C#
8 1 (1.35%) C++
8 1 (1.35%) F#
8 1 (1.35%) Ruby
Qualifications
1 32 (43.24%) Degree
2 9 (12.16%) Computer Science Degree
3 2 (2.70%) DV Cleared
3 2 (2.70%) Security Cleared
Quality Assurance & Compliance
1 6 (8.11%) QA
2 5 (6.76%) Data Quality
System Software
1 31 (41.89%) HDFS
2 14 (18.92%) Apache Flume
3 5 (6.76%) Apache ZooKeeper
4 3 (4.05%) Docker
5 2 (2.70%) Virtual Machines
Systems Management
1 7 (9.46%) Oozie
2 6 (8.11%) Hadoop YARN
3 5 (6.76%) Puppet
4 4 (5.41%) Nagios
5 3 (4.05%) logstash
6 2 (2.70%) Kibana
Vendors
1 11 (14.86%) Cloudera
2 7 (9.46%) Tableau
3 6 (8.11%) Microsoft
4 5 (6.76%) Oracle
5 2 (2.70%) Atlassian
5 2 (2.70%) Google
6 1 (1.35%) Hortonworks
6 1 (1.35%) IBM
6 1 (1.35%) MapR