The table below looks at the statistics for Big Data skills in IT jobs advertised for the Reading region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Big Data
Berkshire / Reading
Rank 60 26 115
Rank change year-on-year
-34 +89
Permanent jobs citing Big Data 42 169 32
As % of all permanent IT jobs located in Reading 3.45% 8.11% 1.35%
As % of the Database & Business Intelligence category 13.42% 26.91% 6.10%
Number of salaries quoted 33 151 17
Median salary £43,000 £45,000 £82,500
Median salary % change year-on-year
-4.44% -45.45%
90% offered a salary of more than £35,000 £31,500 £50,000
10% offered a salary of more than £61,000 £65,000 £92,500
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Reading region.

Database & Business Intelligence Category
Reading
Permanent IT job ads with a match in the
Database & Business Intelligence category
313 628 525
As % of all permanent IT jobs located in Reading 25.70% 30.15% 22.10%
Number of salaries quoted 242 555 455
Median salary £45,000 £45,000 £52,500
Median salary % change year-on-year
- -14.28%
90% offered a salary of more than £32,500 £32,500 £35,000
10% offered a salary of more than £60,000 £79,500 £62,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Big Data
Jobs Demand Trend in Reading

The demand trend of job ads across the Reading region citing Big Data as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Big Data Jobs Demand Trend in Reading

Big Data
Salary Trend in Reading

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Big Data across the Reading region.

Big Data Salary Trend in Reading

Big Data
Salary Histogram in Reading

This chart provides a salary histogram for IT jobs citing Big Data across the Reading region over the 3 months to 25 February 2017.

Big Data Salary Histogram in Reading

Big Data
Top 30 Related IT Skills in Reading

For the 6 months to 25 February 2017, IT jobs citing Big Data 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 Big Data.

1 51 (64.56%) Java
2 39 (49.37%) Agile Software Development
3 29 (36.71%) Hadoop
4 27 (34.18%) NoSQL
5 26 (32.91%) Software Engineering
6 24 (30.38%) Open Source
7 20 (25.32%) Web Services
8 19 (24.05%) Linux
8 19 (24.05%) JavaScript
8 19 (24.05%) Degree
8 19 (24.05%) Security Cleared
9 16 (20.25%) Scrum
10 15 (18.99%) TDD
10 15 (18.99%) Python
10 15 (18.99%) SC Cleared
11 14 (17.72%) BDD
11 14 (17.72%) MongoDB
11 14 (17.72%) Regression Testing
12 13 (16.46%) SQL
12 13 (16.46%) JIRA
13 12 (15.19%) Mentoring
13 12 (15.19%) RESTful
13 12 (15.19%) Oracle
14 11 (13.92%) Computer Science
14 11 (13.92%) Open Source Development
15 10 (12.66%) Automation Testing
15 10 (12.66%) Logistics
15 10 (12.66%) Amazon AWS
15 10 (12.66%) Apache
16 9 (11.39%) Microsoft Azure

Big Data
Top Related 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 10 (12.66%) Apache
2 7 (8.86%) Apache Spark
3 5 (6.33%) Elasticsearch
4 4 (5.06%) nginx
4 4 (5.06%) OpenStack
5 2 (2.53%) Apache Pig
5 2 (2.53%) Confluence
6 1 (1.27%) Apache Solr
6 1 (1.27%) ArcGIS
6 1 (1.27%) CMS
6 1 (1.27%) GeoServer
Business Applications
1 1 (1.27%) Fredhopper
Cloud Services
1 10 (12.66%) Amazon AWS
2 9 (11.39%) Microsoft Azure
3 5 (6.33%) SaaS
4 4 (5.06%) IaaS
4 4 (5.06%) PaaS
5 2 (2.53%) Google Cloud Platform
Communications & Networking
1 6 (7.59%) HTTP
2 4 (5.06%) IPv4
3 2 (2.53%) ICMP
3 2 (2.53%) Internet
3 2 (2.53%) SSH
4 1 (1.27%) Firewall
4 1 (1.27%) Network Security
4 1 (1.27%) TCP/IP
Database & Business Intelligence
1 29 (36.71%) Hadoop
2 27 (34.18%) NoSQL
3 14 (17.72%) MongoDB
4 9 (11.39%) Apache Cassandra
5 8 (10.13%) Neo4j
5 8 (10.13%) PostgreSQL
6 5 (6.33%) Pentaho
7 4 (5.06%) Apache Hive
7 4 (5.06%) Redis
7 4 (5.06%) Riak
8 3 (3.80%) HBase
8 3 (3.80%) MySQL
9 2 (2.53%) Data Mining
9 2 (2.53%) Relational Database
10 1 (1.27%) Amazon DynamoDB
10 1 (1.27%) DB2
10 1 (1.27%) Impala
10 1 (1.27%) Oracle Database
10 1 (1.27%) OrientDB
10 1 (1.27%) QGIS
Development Applications
1 13 (16.46%) JIRA
2 8 (10.13%) Git (software)
3 7 (8.86%) Jenkins
4 6 (7.59%) Selenium
5 5 (6.33%) Bugzilla
5 5 (6.33%) JUnit
5 5 (6.33%) Subversion
5 5 (6.33%) Talend Open Studio
5 5 (6.33%) Trac
6 3 (3.80%) Maven
7 1 (1.27%) Atlassian Bamboo
7 1 (1.27%) Bitbucket
7 1 (1.27%) Cucumber
7 1 (1.27%) EasyMock
7 1 (1.27%) Gradle
7 1 (1.27%) TestNG
General
1 6 (7.59%) Telecoms
2 4 (5.06%) Advertising
2 4 (5.06%) Marketing
3 3 (3.80%) Finance
4 2 (2.53%) Manufacturing
4 2 (2.53%) Retail
Job Titles
1 42 (53.16%) Developer
2 21 (26.58%) Java Developer
3 15 (18.99%) Software Engineer
4 14 (17.72%) Java Engineer
5 13 (16.46%) Big Data Developer
6 11 (13.92%) Developer/Software Engineer
6 11 (13.92%) Java Software Engineer
6 11 (13.92%) Open Source Developer
6 11 (13.92%) Test Engineer
7 9 (11.39%) Java Software Developer
7 9 (11.39%) Junior
7 9 (11.39%) Junior Developer
7 9 (11.39%) Junior Java Developer
7 9 (11.39%) Junior Java Software Developer
7 9 (11.39%) Junior Java Software Engineer
7 9 (11.39%) Junior Software Developer
7 9 (11.39%) Junior Software Engineer
7 9 (11.39%) Junior Software Test Engineer
7 9 (11.39%) Junior Test Engineer
7 9 (11.39%) Software Test Engineer
Libraries, Frameworks & Software Standards
1 20 (25.32%) Web Services
2 12 (15.19%) RESTful
3 9 (11.39%) AngularJS
3 9 (11.39%) REST
4 8 (10.13%) J2EE
4 8 (10.13%) Spring
5 7 (8.86%) HTML
5 7 (8.86%) Kafka
6 6 (7.59%) EJB
7 5 (6.33%) ActiveMQ
7 5 (6.33%) Apache Camel
7 5 (6.33%) Apache CXF
7 5 (6.33%) D3.js
7 5 (6.33%) Drools
7 5 (6.33%) jBPM
7 5 (6.33%) Node.js
8 4 (5.06%) Elastic Stack
8 4 (5.06%) JSON
8 4 (5.06%) Spring Boot
8 4 (5.06%) Twitter Bootstrap
Miscellaneous
1 11 (13.92%) Computer Science
2 5 (6.33%) Social Media
3 4 (5.06%) PKI
4 3 (3.80%) Algorithms
4 3 (3.80%) Data Centre
4 3 (3.80%) Virtual Team
5 2 (2.53%) Cyber Attack
5 2 (2.53%) Cyber Defence
5 2 (2.53%) Cyberthreat
5 2 (2.53%) Internet of Things
5 2 (2.53%) Wiki
6 1 (1.27%) Analytical Skills
6 1 (1.27%) Enterprise Software
6 1 (1.27%) Linux Command Line
6 1 (1.27%) Mobile App
6 1 (1.27%) Security Operations Centre
6 1 (1.27%) Smart Meter
6 1 (1.27%) User Experience
Operating Systems
1 19 (24.05%) Linux
2 7 (8.86%) CentOS
2 7 (8.86%) Ubuntu
3 6 (7.59%) Red Hat Enterprise Linux
4 3 (3.80%) Windows
5 2 (2.53%) Debian
5 2 (2.53%) Unix
Processes & Methodologies
1 39 (49.37%) Agile Software Development
2 26 (32.91%) Software Engineering
3 24 (30.38%) Open Source
4 16 (20.25%) Scrum
5 15 (18.99%) TDD
6 14 (17.72%) BDD
6 14 (17.72%) Regression Testing
7 12 (15.19%) Mentoring
8 11 (13.92%) Open Source Development
9 10 (12.66%) Automation Testing
9 10 (12.66%) Logistics
10 9 (11.39%) Information Governance
10 9 (11.39%) Secure Coding
10 9 (11.39%) User Stories
11 8 (10.13%) SOA
12 7 (8.86%) Analytics
12 7 (8.86%) Project Management
12 7 (8.86%) SDLC
13 6 (7.59%) Cybersecurity
13 6 (7.59%) High Availability
Programming Languages
1 51 (64.56%) Java
2 19 (24.05%) JavaScript
3 15 (18.99%) Python
4 13 (16.46%) SQL
5 7 (8.86%) Scala
6 6 (7.59%) Bash Shell
7 5 (6.33%) Jython
8 3 (3.80%) C#
9 1 (1.27%) PHP
9 1 (1.27%) Pig Latin
9 1 (1.27%) PL/SQL
9 1 (1.27%) Ruby
9 1 (1.27%) Shell Script
Qualifications
1 19 (24.05%) Degree
1 19 (24.05%) Security Cleared
2 15 (18.99%) SC Cleared
3 2 (2.53%) A+ Certification
3 2 (2.53%) DV Cleared
4 1 (1.27%) CREST Certified
4 1 (1.27%) GCIA
4 1 (1.27%) GCIH
4 1 (1.27%) GIAC
4 1 (1.27%) GREM
4 1 (1.27%) ISEB
4 1 (1.27%) ISTQB
Quality Assurance & Compliance
1 6 (7.59%) QA
2 2 (2.53%) SLA
System Software
1 7 (8.86%) Apache ZooKeeper
1 7 (8.86%) VMware Infrastructure
2 5 (6.33%) HDFS
3 4 (5.06%) Docker
3 4 (5.06%) KVM
3 4 (5.06%) VirtualBox
Systems Management
1 5 (6.33%) Hadoop YARN
2 4 (5.06%) Ambari
2 4 (5.06%) Kibana
3 3 (3.80%) Icinga
3 3 (3.80%) Opscode Chef
3 3 (3.80%) Puppet
3 3 (3.80%) vRealize
4 2 (2.53%) Ansible
4 2 (2.53%) SELinux
5 1 (1.27%) EnCase
5 1 (1.27%) Oozie
Vendors
1 12 (15.19%) Oracle
2 7 (8.86%) VMware
3 5 (6.33%) Talend
4 4 (5.06%) Cisco
4 4 (5.06%) Jaspersoft
4 4 (5.06%) Red Hat
5 3 (3.80%) Dell
5 3 (3.80%) EMC
5 3 (3.80%) Microsoft
5 3 (3.80%) ServiceNow
6 2 (2.53%) Google
6 2 (2.53%) Splunk
7 1 (1.27%) Ab Initio
7 1 (1.27%) ArcSight
7 1 (1.27%) CA Agile Central
7 1 (1.27%) ESRI
7 1 (1.27%) Fortinet
7 1 (1.27%) HP
7 1 (1.27%) MicroStrategy
7 1 (1.27%) Trend Micro
Reading, Berkshire
Evolution Recruitment Solutions
Salary: 50,000-60,000
Posted: 16 hours ago
Reading, Berkshire
CGI
Salary: £35000 - £50000 per annum
Posted: 20 hours ago
Reading, Berkshire
set2recruit
Salary: From £38,000 to £50,000 per annum +pension + healthcare
Posted: Yesterday
Reading
Recruitment Revolution Limited
Salary: Market Rate Based on Expertise
Posted: 12 days ago
Reading, Berkshire
CGI
Salary: £50000 - £60000 per annum + benefits
Posted: 25 days ago