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 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Big Data
Berkshire / Reading
Rank 68 25 137
Rank change year-on-year
-43 +112
Permanent jobs citing Big Data 43 170 14
As % of all permanent IT jobs located in Reading 3.12% 7.93% 0.59%
As % of the Database & Business Intelligence category 12.46% 26.11% 2.78%
Number of salaries quoted 40 151 7
Median salary £48,750 £50,000 £52,500
Median salary % change year-on-year
-2.50% -4.76%
90% offered a salary of more than £35,000 £33,000 £47,000
10% offered a salary of more than £58,000 £65,000 £69,000
UK excluding London median salary £55,000 £52,500 £47,500
% change year-on-year
+4.76% +10.52%

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
345 651 503
As % of all permanent IT jobs located in Reading 25.00% 30.36% 21.35%
Number of salaries quoted 286 567 433
Median salary £45,000 £45,000 £50,000
Median salary % change year-on-year
- -10.00%
90% offered a salary of more than £30,000 £32,500 £33,000
10% offered a salary of more than £57,500 £70,000 £60,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +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 23 January 2017.

Big Data Salary Histogram in Reading

Big Data
Top 30 Related IT Skills in Reading

For the 6 months to 23 January 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 50 (58.82%) Java
2 45 (52.94%) Agile Software Development
3 35 (41.18%) Hadoop
4 27 (31.76%) Open Source
5 25 (29.41%) NoSQL
6 22 (25.88%) Linux
7 19 (22.35%) JavaScript
7 19 (22.35%) Security Cleared
8 17 (20.00%) MongoDB
8 17 (20.00%) Scrum
8 17 (20.00%) TDD
8 17 (20.00%) Software Engineering
9 16 (18.82%) Python
9 16 (18.82%) Apache Cassandra
9 16 (18.82%) BDD
10 15 (17.65%) Analytics
11 14 (16.47%) SC Cleared
11 14 (16.47%) Web Services
11 14 (16.47%) Open Source Development
12 13 (15.29%) SQL
12 13 (15.29%) RESTful
13 12 (14.12%) Amazon AWS
13 12 (14.12%) JIRA
13 12 (14.12%) Degree
13 12 (14.12%) AngularJS
13 12 (14.12%) Automation Testing
13 12 (14.12%) Apache
14 11 (12.94%) Logistics
14 11 (12.94%) User Stories
14 11 (12.94%) Cybersecurity

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 12 (14.12%) Apache
2 10 (11.76%) Apache Spark
3 6 (7.06%) Elasticsearch
3 6 (7.06%) nginx
3 6 (7.06%) OpenStack
4 3 (3.53%) Apache Pig
4 3 (3.53%) Confluence
5 2 (2.35%) JBoss
6 1 (1.18%) ArcGIS
6 1 (1.18%) GeoServer
Cloud Services
1 12 (14.12%) Amazon AWS
2 11 (12.94%) Microsoft Azure
3 6 (7.06%) IaaS
3 6 (7.06%) PaaS
3 6 (7.06%) SaaS
4 2 (2.35%) Google Cloud Platform
Communications & Networking
1 8 (9.41%) HTTP
2 7 (8.24%) Internet
3 6 (7.06%) IPv4
4 2 (2.35%) Firewall
4 2 (2.35%) ICMP
4 2 (2.35%) Network Security
4 2 (2.35%) SSH
5 1 (1.18%) TCP/IP
Database & Business Intelligence
1 35 (41.18%) Hadoop
2 25 (29.41%) NoSQL
3 17 (20.00%) MongoDB
4 16 (18.82%) Apache Cassandra
5 9 (10.59%) Neo4j
5 9 (10.59%) PostgreSQL
6 6 (7.06%) Pentaho
6 6 (7.06%) Redis
6 6 (7.06%) Riak
7 4 (4.71%) Apache Hive
8 2 (2.35%) Apache Accumulo
8 2 (2.35%) MySQL
9 1 (1.18%) Amazon DynamoDB
9 1 (1.18%) DB2
9 1 (1.18%) GIS
9 1 (1.18%) Impala
9 1 (1.18%) Oracle Database
9 1 (1.18%) OrientDB
9 1 (1.18%) QGIS
9 1 (1.18%) Relational Database
Development Applications
1 12 (14.12%) JIRA
2 10 (11.76%) Git (software)
3 9 (10.59%) Jenkins
4 8 (9.41%) Selenium
5 7 (8.24%) Bugzilla
5 7 (8.24%) Subversion
5 7 (8.24%) Trac
6 6 (7.06%) Talend Open Studio
7 3 (3.53%) Maven
8 1 (1.18%) Atlassian Bamboo
8 1 (1.18%) Bitbucket
8 1 (1.18%) Cucumber
8 1 (1.18%) EasyMock
8 1 (1.18%) Gradle
8 1 (1.18%) HP UFT
8 1 (1.18%) JUnit
8 1 (1.18%) Ranorex
8 1 (1.18%) TestNG
General
1 7 (8.24%) Telecoms
2 4 (4.71%) Advertising
2 4 (4.71%) Finance
2 4 (4.71%) Marketing
3 3 (3.53%) Manufacturing
4 2 (2.35%) Retail
Job Titles
1 46 (54.12%) Developer
2 23 (27.06%) Java Developer
3 17 (20.00%) Software Engineer
4 16 (18.82%) Big Data Developer
5 13 (15.29%) Java Engineer
5 13 (15.29%) Open Source Developer
6 12 (14.12%) Developer/Software Engineer
6 12 (14.12%) Java Software Engineer
7 11 (12.94%) Architect
7 11 (12.94%) Java Software Developer
7 11 (12.94%) Test Engineer
8 10 (11.76%) Junior
8 10 (11.76%) Junior Developer
8 10 (11.76%) Junior Java Developer
8 10 (11.76%) Junior Java Software Developer
8 10 (11.76%) Junior Java Software Engineer
8 10 (11.76%) Junior Software Developer
8 10 (11.76%) Junior Software Engineer
8 10 (11.76%) Junior Test Engineer
8 10 (11.76%) Software Test Engineer
Libraries, Frameworks & Software Standards
1 14 (16.47%) Web Services
2 13 (15.29%) RESTful
3 12 (14.12%) AngularJS
4 9 (10.59%) Spring
5 8 (9.41%) Kafka
6 7 (8.24%) HTML
6 7 (8.24%) J2EE
7 6 (7.06%) ActiveMQ
7 6 (7.06%) Apache Camel
7 6 (7.06%) Apache CXF
7 6 (7.06%) D3.js
7 6 (7.06%) Drools
7 6 (7.06%) EJB
7 6 (7.06%) jBPM
7 6 (7.06%) JSON
7 6 (7.06%) Node.js
7 6 (7.06%) REST
7 6 (7.06%) Twitter Bootstrap
7 6 (7.06%) WebSockets
7 6 (7.06%) XML
Miscellaneous
1 11 (12.94%) Computer Science
2 7 (8.24%) Internet of Things
3 6 (7.06%) PKI
4 5 (5.88%) Cyberthreat
5 3 (3.53%) Data Centre
5 3 (3.53%) Wiki
6 2 (2.35%) Cyber Attack
6 2 (2.35%) Cyber Defence
6 2 (2.35%) Social Media
6 2 (2.35%) Visualisation
7 1 (1.18%) Fintech
7 1 (1.18%) Mobile App
7 1 (1.18%) Security Operations Centre
7 1 (1.18%) Smart Meter
7 1 (1.18%) User Experience
Operating Systems
1 22 (25.88%) Linux
2 8 (9.41%) CentOS
2 8 (9.41%) Red Hat Enterprise Linux
2 8 (9.41%) Ubuntu
3 3 (3.53%) Windows
4 2 (2.35%) Debian
4 2 (2.35%) Unix
Processes & Methodologies
1 45 (52.94%) Agile Software Development
2 27 (31.76%) Open Source
3 17 (20.00%) Scrum
3 17 (20.00%) Software Engineering
3 17 (20.00%) TDD
4 16 (18.82%) BDD
5 15 (17.65%) Analytics
6 14 (16.47%) Open Source Development
7 12 (14.12%) Automation Testing
8 11 (12.94%) Cybersecurity
8 11 (12.94%) Logistics
8 11 (12.94%) User Stories
9 10 (11.76%) Information Governance
9 10 (11.76%) Regression Testing
9 10 (11.76%) Secure Coding
10 9 (10.59%) High Availability
11 8 (9.41%) Automated Testing
11 8 (9.41%) B2B
11 8 (9.41%) SOA
12 7 (8.24%) B2C
Programming Languages
1 50 (58.82%) Java
2 19 (22.35%) JavaScript
3 16 (18.82%) Python
4 13 (15.29%) SQL
5 8 (9.41%) Bash Shell
6 6 (7.06%) Jython
6 6 (7.06%) Scala
7 3 (3.53%) C#
8 1 (1.18%) Pig Latin
8 1 (1.18%) PL/SQL
8 1 (1.18%) Ruby
Qualifications
1 19 (22.35%) Security Cleared
2 14 (16.47%) SC Cleared
3 12 (14.12%) Degree
4 3 (3.53%) DV Cleared
5 2 (2.35%) A+ Certification
5 2 (2.35%) CREST Certified
5 2 (2.35%) GCIA
5 2 (2.35%) GCIH
5 2 (2.35%) GIAC
5 2 (2.35%) GREM
6 1 (1.18%) CISSP
6 1 (1.18%) ISEB
6 1 (1.18%) ISTQB
Quality Assurance & Compliance
1 2 (2.35%) QA
1 2 (2.35%) SLA
System Software
1 10 (11.76%) Apache ZooKeeper
2 9 (10.59%) VMware Infrastructure
3 7 (8.24%) HDFS
4 6 (7.06%) Docker
4 6 (7.06%) KVM
4 6 (7.06%) VirtualBox
Systems Management
1 8 (9.41%) Hadoop YARN
2 6 (7.06%) Ambari
2 6 (7.06%) Kibana
3 3 (3.53%) Icinga
3 3 (3.53%) Opscode Chef
3 3 (3.53%) Puppet
3 3 (3.53%) vRealize
4 2 (2.35%) Ansible
4 2 (2.35%) SELinux
5 1 (1.18%) EnCase
5 1 (1.18%) Oozie
Vendors
1 9 (10.59%) VMware
2 6 (7.06%) Red Hat
2 6 (7.06%) Talend
3 4 (4.71%) Cisco
3 4 (4.71%) Oracle
3 4 (4.71%) Splunk
4 3 (3.53%) Dell
4 3 (3.53%) EMC
4 3 (3.53%) Microsoft
4 3 (3.53%) ServiceNow
5 2 (2.35%) ArcSight
5 2 (2.35%) Capita
5 2 (2.35%) Cloudera
5 2 (2.35%) Google
5 2 (2.35%) HP
6 1 (1.18%) Ab Initio
6 1 (1.18%) ESRI
6 1 (1.18%) Fortinet
6 1 (1.18%) MicroStrategy
6 1 (1.18%) Trend Micro
Reading, Berkshire
Oscar
Salary: £40000 - £65000 per annum + Flexi, bonus
Posted: Yesterday
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Salary: Competitive
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Salary: Competitive
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