Period
to 27 May 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 27 May 2018 with a comparison to the same period in the previous 2 years.

Apache HBase
Berkshire > Reading
6 months to
27 May 2018
Same period 2017 Same period 2016
Rank 103 152 176
Rank change year-on-year +49 +24 -
Permanent jobs citing HBase 46 16 26
As % of all permanent IT jobs advertised in Reading 1.83% 0.63% 0.69%
As % of the Database & Business Intelligence category 7.20% 2.52% 2.36%
Number of salaries quoted 38 0 26
Reading median annual salary £60,000 - £55,000
10th Percentile £35,250 - £35,750
90th Percentile £70,379 - £65,000
Berkshire median annual salary £60,000 £78,750 £52,500
% change year-on-year -23.81% +50.00% -

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 639 636 1,103
As % of all permanent IT jobs advertised in Reading 25.40% 24.88% 29.17%
Number of salaries quoted 576 481 975
Reading median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - -8.16%
10th Percentile £31,250 £27,500 £30,000
90th Percentile £70,000 £70,000 £65,000
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 27 May 2018.

Salary histogram for HBase in Reading

For the 6 months to 27 May 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 37 (80.43%) Degree
2 34 (73.91%) Java
3 30 (65.22%) HDFS
4 29 (63.04%) Linux
5 27 (58.70%) R
6 24 (52.17%) Agile Software Development
7 23 (50.00%) Windows
7 23 (50.00%) Node.js
7 23 (50.00%) Hadoop
8 22 (47.83%) Amazon AWS
9 21 (45.65%) Apache Hive
10 20 (43.48%) Continuous Integration
10 20 (43.48%) OO
10 20 (43.48%) Internet
10 20 (43.48%) Apache Spark
11 18 (39.13%) JavaScript
11 18 (39.13%) JSON
12 17 (36.96%) C
12 17 (36.96%) Analytical Skills
13 16 (34.78%) Data Analysis
14 15 (32.61%) SQL
14 15 (32.61%) CSS
14 15 (32.61%) HTML
14 15 (32.61%) REST
14 15 (32.61%) MapReduce
15 14 (30.43%) Scala
16 13 (28.26%) Python
17 12 (26.09%) Analytics
18 11 (23.91%) Apache Flume
18 11 (23.91%) Relational Database

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 (43.48%) Apache Spark
2 9 (19.57%) Elasticsearch
3 6 (13.04%) SAS
4 4 (8.70%) Apache Pig
4 4 (8.70%) Oracle SOA Suite
4 4 (8.70%) WebLogic
Business Applications
1 4 (8.70%) Oracle 11i
1 4 (8.70%) Oracle Assets
1 4 (8.70%) Oracle EBS
1 4 (8.70%) Oracle EBS R12
1 4 (8.70%) Oracle General Ledger
1 4 (8.70%) Oracle iProcurement
1 4 (8.70%) Oracle Payables
1 4 (8.70%) Oracle Receivables
Cloud Services
1 22 (47.83%) Amazon AWS
2 4 (8.70%) GitHub
3 3 (6.52%) OpenShift
4 2 (4.35%) Microsoft Azure
Communications & Networking
1 20 (43.48%) Internet
2 1 (2.17%) Kerberos
Database & Business Intelligence
1 23 (50.00%) Hadoop
2 21 (45.65%) Apache Hive
3 11 (23.91%) Relational Database
4 10 (21.74%) Big Data
5 7 (15.22%) Data Warehouse
5 7 (15.22%) Impala
6 6 (13.04%) Data Mining
7 5 (10.87%) Sqoop
8 4 (8.70%) Oracle BI EE
8 4 (8.70%) Oracle Database
8 4 (8.70%) Oracle Database 11g
8 4 (8.70%) Oracle Reports
8 4 (8.70%) Power BI
8 4 (8.70%) QlikView
9 3 (6.52%) Apache Cassandra
9 3 (6.52%) PostgreSQL
10 2 (4.35%) SQL Server
11 1 (2.17%) MongoDB
11 1 (2.17%) NoSQL
11 1 (2.17%) RDBMS
Development Applications
1 4 (8.70%) Ant
1 4 (8.70%) Team Foundation Server
General
1 4 (8.70%) Finance
Job Titles
1 20 (43.48%) Developer
1 20 (43.48%) Java Developer
2 15 (32.61%) Senior Developer
2 15 (32.61%) Senior Java Developer
3 9 (19.57%) Consultant
4 6 (13.04%) Analytics Manager
4 6 (13.04%) Senior Analytics Manager
4 6 (13.04%) Senior Manager
5 5 (10.87%) Java Engineer
6 4 (8.70%) Analytics Consultant
6 4 (8.70%) Big Data Engineer
6 4 (8.70%) Cybersecurity Engineer
6 4 (8.70%) DevOps Engineer
6 4 (8.70%) Hadoop Engineer
6 4 (8.70%) Java Software Engineer
6 4 (8.70%) Junior
6 4 (8.70%) Junior Consultant
6 4 (8.70%) Oracle Consultant
6 4 (8.70%) Security Engineer
6 4 (8.70%) Software Engineer
Libraries, Frameworks & Software Standards
1 23 (50.00%) Node.js
2 18 (39.13%) JSON
3 15 (32.61%) CSS
3 15 (32.61%) HTML
3 15 (32.61%) REST
4 10 (21.74%) TensorFlow
5 4 (8.70%) EJB
5 4 (8.70%) EJB 3.0
5 4 (8.70%) Java EE
5 4 (8.70%) JMS
5 4 (8.70%) Middleware
5 4 (8.70%) Oracle Fusion
5 4 (8.70%) SOAP
5 4 (8.70%) UDDI
5 4 (8.70%) Web Services
5 4 (8.70%) WSDL
5 4 (8.70%) XML
5 4 (8.70%) XSD
5 4 (8.70%) XSLT
6 3 (6.52%) RESTful
Miscellaneous
1 17 (36.96%) Analytical Skills
2 10 (21.74%) Computer Science
3 4 (8.70%) Hybrid Cloud
3 4 (8.70%) Private Cloud
3 4 (8.70%) Public Cloud
4 3 (6.52%) Greenfield Project
Operating Systems
1 29 (63.04%) Linux
2 23 (50.00%) Windows
Processes & Methodologies
1 24 (52.17%) Agile Software Development
2 20 (43.48%) Continuous Integration
2 20 (43.48%) OO
3 16 (34.78%) Data Analysis
4 15 (32.61%) MapReduce
5 12 (26.09%) Analytics
6 10 (21.74%) Statistics
6 10 (21.74%) Visualisation
7 9 (19.57%) Cybersecurity
7 9 (19.57%) Use Case
8 7 (15.22%) Business Intelligence
9 6 (13.04%) Change Management
9 6 (13.04%) Commercial Awareness
9 6 (13.04%) Configuration Management
9 6 (13.04%) DevOps
9 6 (13.04%) Integration Testing
9 6 (13.04%) Low Latency
9 6 (13.04%) Release Management
10 5 (10.87%) Data Integration
10 5 (10.87%) ETL
Programming Languages
1 34 (73.91%) Java
2 27 (58.70%) R
3 18 (39.13%) JavaScript
4 17 (36.96%) C
5 15 (32.61%) SQL
6 14 (30.43%) Scala
7 13 (28.26%) Python
8 10 (21.74%) C++
9 4 (8.70%) PL/SQL
9 4 (8.70%) WebLogic Scripting Tool
9 4 (8.70%) XPath
Qualifications
1 37 (80.43%) Degree
2 6 (13.04%) DV Cleared
2 6 (13.04%) Security Cleared
3 4 (8.70%) Computer Science Degree
3 4 (8.70%) ISTQB
3 4 (8.70%) PRINCE2 Certification
Quality Assurance & Compliance
1 3 (6.52%) GDPR
System Software
1 30 (65.22%) HDFS
2 11 (23.91%) Apache Flume
3 6 (13.04%) Virtual Machines
Systems Management
1 6 (13.04%) Kibana
1 6 (13.04%) Puppet
2 4 (8.70%) Oozie
3 3 (6.52%) Kubernetes
Vendors
1 10 (21.74%) Capita
2 6 (13.04%) Atlassian
2 6 (13.04%) Oracle
3 4 (8.70%) Kofax
3 4 (8.70%) Perforce
3 4 (8.70%) Tableau
4 2 (4.35%) Teradata
5 1 (2.17%) Cloudera