The following table provides summary statistics for permanent job vacancies advertised in Reading with a requirement for Hadoop skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Hadoop over the 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
Berkshire / Reading
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 85 97 132
Rank change year-on-year +12 +35  
Permanent jobs citing Hadoop 25 36 16
As % of all permanent IT jobs advertised in Reading 1.94% 1.99% 0.71%
As % of the Database & Business Intelligence category 8.53% 7.48% 2.45%
Number of salaries quoted 13 30 3
Median salary £50,000 £45,000 £57,500
Median salary % change year-on-year +11.11% -21.73%  
UK excluding London median salary £53,000 £54,000 £50,000
% change year-on-year -1.85% +8.00%  

Hadoop is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Reading with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Reading
Permanent job vacancies with a requirement for database and business intelligence skills 293 481 653
As % of all permanent IT job vacancies advertised in Reading 22.77% 26.55% 28.92%
Number of salaries quoted 241 416 522
Median salary £45,000 £47,500 £47,500
Median salary % change year-on-year -5.26% -  
90% offered a salary of more than £32,000 £35,000 £35,000
10% offered a salary of more than £70,000 £65,000 £60,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Hadoop
Job Vacancy Trend in Reading

The job posting trend of jobs advertised in Reading citing Hadoop as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Hadoop in Reading

Hadoop
Salary Trend in Reading

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

Salary trend for Hadoop in Reading

Hadoop
Salary Histogram in Reading

The salary distribution of IT jobs citing Hadoop in Reading over the 3 months to 28 June 2017.

Salary histogram for Hadoop in Reading

For the 6 months to 28 June 2017, IT jobs citing Hadoop 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 Reading region with a requirement for Hadoop.

1 41 (70.69%) Big Data
2 33 (56.90%) Java
3 30 (51.72%) Agile Software Development
4 29 (50.00%) Degree
5 28 (48.28%) Software Engineering
6 27 (46.55%) Oracle
7 24 (41.38%) Software Architecture
7 24 (41.38%) Mentoring
7 24 (41.38%) Master's Degree
8 23 (39.66%) Open Source
9 22 (37.93%) Machine Learning
10 21 (36.21%) Python
11 20 (34.48%) QA
12 19 (32.76%) Regression Testing
12 19 (32.76%) REST
13 17 (29.31%) Scrum
13 17 (29.31%) Security Cleared
14 16 (27.59%) Linux
14 16 (27.59%) NoSQL
14 16 (27.59%) Apache Spark
15 15 (25.86%) Web Services
16 14 (24.14%) JavaScript
17 12 (20.69%) SQL
17 12 (20.69%) CentOS
17 12 (20.69%) Apache Hive
18 11 (18.97%) Node.js
18 11 (18.97%) Kafka
18 11 (18.97%) AngularJS
18 11 (18.97%) SC Cleared
18 11 (18.97%) Scala

Hadoop
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 16 (27.59%) Apache Spark
2 7 (12.07%) Elasticsearch
3 4 (6.90%) Confluence
4 2 (3.45%) Apache Solr
4 2 (3.45%) SharePoint
5 1 (1.72%) Apache
5 1 (1.72%) Apache Pig
5 1 (1.72%) nginx
Cloud Services
1 4 (6.90%) Amazon AWS
2 3 (5.17%) Microsoft Azure
3 2 (3.45%) Cortana Intelligence Suite
3 2 (3.45%) Oracle CX
3 2 (3.45%) Oracle Service Cloud
3 2 (3.45%) SaaS
4 1 (1.72%) Amazon CloudWatch
4 1 (1.72%) Amazon EC2
4 1 (1.72%) Amazon ELB
4 1 (1.72%) Amazon S3
4 1 (1.72%) AWS CloudFormation
4 1 (1.72%) Route 53
4 1 (1.72%) Virtual Private Cloud
Communications & Networking
1 2 (3.45%) Firewall
1 2 (3.45%) SSH
1 2 (3.45%) TCP/IP
Database & Business Intelligence
1 41 (70.69%) Big Data
2 16 (27.59%) NoSQL
3 12 (20.69%) Apache Hive
4 9 (15.52%) MongoDB
4 9 (15.52%) PostgreSQL
5 8 (13.79%) Data Mining
5 8 (13.79%) Neo4j
5 8 (13.79%) Pentaho
5 8 (13.79%) Relational Database
6 7 (12.07%) HBase
7 4 (6.90%) Impala
8 3 (5.17%) MySQL
8 3 (5.17%) SQL Server
9 2 (3.45%) Data Lake
9 2 (3.45%) Data Warehouse
9 2 (3.45%) Microsoft Analysis Services
9 2 (3.45%) Power BI
9 2 (3.45%) SQL Server Analysis Services
9 2 (3.45%) SQL Server Integration Services
9 2 (3.45%) SQL Server Reporting Services
Development Applications
1 8 (13.79%) Talend Open Studio
2 6 (10.34%) Git (software)
2 6 (10.34%) JIRA
3 5 (8.62%) Jenkins
4 3 (5.17%) Maven
5 2 (3.45%) Grunt
5 2 (3.45%) gulp
6 1 (1.72%) Ant
6 1 (1.72%) FishEye
6 1 (1.72%) Sonatype Nexus
General
1 3 (5.17%) Finance
2 2 (3.45%) Military
3 1 (1.72%) Financial Institution
3 1 (1.72%) Telecoms
Job Titles
1 18 (31.03%) Developer
2 9 (15.52%) UI Engineer
3 7 (12.07%) Big Data Developer
3 7 (12.07%) Open Source Developer
3 7 (12.07%) Software Developer
4 6 (10.34%) Big Data Engineer
4 6 (10.34%) Data Engineer
5 5 (8.62%) Administrator
5 5 (8.62%) Development Director
5 5 (8.62%) DevOps Engineer
5 5 (8.62%) Oracle Developer
5 5 (8.62%) Software Development Director
6 4 (6.90%) Java Engineer
7 3 (5.17%) Scrum Master
8 2 (3.45%) Business Intelligence Consultant
8 2 (3.45%) Consultant
8 2 (3.45%) Head of Development
8 2 (3.45%) Microsoft BI Consultant
8 2 (3.45%) MicroStrategy Support
8 2 (3.45%) Systems Administrator
Libraries, Frameworks & Software Standards
1 19 (32.76%) REST
2 15 (25.86%) Web Services
3 11 (18.97%) AngularJS
3 11 (18.97%) Kafka
3 11 (18.97%) Node.js
4 10 (17.24%) HTML
5 9 (15.52%) HTML5
5 9 (15.52%) jQuery
5 9 (15.52%) KnockoutJS
5 9 (15.52%) RequireJS
6 8 (13.79%) ActiveMQ
6 8 (13.79%) Apache Camel
6 8 (13.79%) Apache CXF
6 8 (13.79%) D3.js
6 8 (13.79%) Drools
6 8 (13.79%) Elastic Stack
6 8 (13.79%) jBPM
7 4 (6.90%) MLlib
8 3 (5.17%) LAMP
8 3 (5.17%) Spring
Miscellaneous
1 9 (15.52%) Greenfield Project
1 9 (15.52%) Virtual Team
2 7 (12.07%) Analytical Skills
3 6 (10.34%) Algorithms
3 6 (10.34%) Social Media
4 4 (6.90%) Computer Science
4 4 (6.90%) Cyberthreat
5 3 (5.17%) Linux Command Line
5 3 (5.17%) Wiki
6 1 (1.72%) Blog
6 1 (1.72%) Public Cloud
Operating Systems
1 16 (27.59%) Linux
2 12 (20.69%) CentOS
3 10 (17.24%) Ubuntu
4 3 (5.17%) Unix
5 2 (3.45%) Debian
5 2 (3.45%) Oracle Linux
5 2 (3.45%) Red Hat Enterprise Linux
5 2 (3.45%) Windows
Processes & Methodologies
1 30 (51.72%) Agile Software Development
2 28 (48.28%) Software Engineering
3 24 (41.38%) Mentoring
3 24 (41.38%) Software Architecture
4 23 (39.66%) Open Source
5 22 (37.93%) Machine Learning
6 19 (32.76%) Regression Testing
7 17 (29.31%) Scrum
8 9 (15.52%) DevOps
8 9 (15.52%) Open Source Development
9 8 (13.79%) BDD
9 8 (13.79%) Data Cleansing
9 8 (13.79%) Logistics
9 8 (13.79%) TDD
10 7 (12.07%) Data Modelling
11 6 (10.34%) Analytics
11 6 (10.34%) Data Visualisation
11 6 (10.34%) MapReduce
11 6 (10.34%) Visualisation
12 5 (8.62%) People Management
Programming Languages
1 33 (56.90%) Java
2 21 (36.21%) Python
3 14 (24.14%) JavaScript
4 12 (20.69%) SQL
5 11 (18.97%) Scala
6 9 (15.52%) Bash Shell
7 8 (13.79%) Jython
8 4 (6.90%) C
9 2 (3.45%) PHP
9 2 (3.45%) Shell Script
10 1 (1.72%) C#
10 1 (1.72%) Groovy
10 1 (1.72%) Perl
10 1 (1.72%) Ruby
Qualifications
1 29 (50.00%) Degree
2 24 (41.38%) Master's Degree
3 17 (29.31%) Security Cleared
4 11 (18.97%) SC Cleared
5 4 (6.90%) DV Cleared
6 2 (3.45%) Computer Science Degree
Quality Assurance & Compliance
1 20 (34.48%) QA
2 1 (1.72%) ISO 22301
2 1 (1.72%) ISO 9001
2 1 (1.72%) ISO/IEC 27001
2 1 (1.72%) PCI DSS
2 1 (1.72%) SLA
System Software
1 2 (3.45%) KVM
2 1 (1.72%) Apache Flume
2 1 (1.72%) HDFS
Systems Management
1 5 (8.62%) Kibana
2 3 (5.17%) Puppet
3 2 (3.45%) Graphite
4 1 (1.72%) Graylog
4 1 (1.72%) logstash
4 1 (1.72%) Opscode Chef
4 1 (1.72%) ZABBIX
Vendors
1 27 (46.55%) Oracle
2 8 (13.79%) Talend
3 3 (5.17%) Microsoft
3 3 (5.17%) Tableau
4 2 (3.45%) MicroStrategy
4 2 (3.45%) Red Hat
4 2 (3.45%) Sun
5 1 (1.72%) IBM
Reading, Berkshire
ANSON MCCADE
Salary: £35,000 - £40,000 and comprehensive package
Posted: 17 hours ago
Reading, Berkshire
Capita Resourcing - IT Resourcing
Salary: £30000 - £35000 per annum + benefits
Posted: 6 days ago