The following table provides summary statistics for permanent job vacancies advertised in Reading with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Big Data
Berkshire / Reading
Rank 56 27 108
Rank change year-on-year -29 +81  
Permanent jobs citing Big Data 56 155 36
As % of all permanent IT jobs advertised in Reading 4.50% 7.97% 1.52%
As % of the Database & Business Intelligence category 17.50% 25.58% 6.74%
Number of salaries quoted 26 143 19
Median salary £51,500 £45,000 £70,000
Median salary % change year-on-year +14.44% -35.71%  
90% offered a salary of more than £35,000 £33,000 £49,000
10% offered a salary of more than £61,250 £60,000 £92,500
UK excluding London median salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -4.76%  

Big Data 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 320 606 534
As % of all permanent IT job vacancies advertised in Reading 25.70% 31.16% 22.58%
Number of salaries quoted 234 544 460
Median salary £47,500 £45,000 £52,500
Median salary % change year-on-year +5.55% -14.28%  
90% offered a salary of more than £32,100 £32,500 £35,000
10% offered a salary of more than £65,000 £73,000 £60,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Big Data
Job Vacancy Trend in Reading

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

Job vacancy trend for Big Data 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 in Reading.

Salary trend for Big Data in Reading

Big Data
Salary Histogram in Reading

The salary distribution of IT jobs citing Big Data in Reading over the 3 months to 24 March 2017.

Salary histogram for Big Data in Reading

Big Data
Top 30 Related IT Skills in Reading

For the 6 months to 24 March 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 61 (62.89%) Java
2 44 (45.36%) Agile Software Development
3 40 (41.24%) Software Engineering
4 37 (38.14%) Hadoop
5 36 (37.11%) Degree
6 35 (36.08%) NoSQL
7 32 (32.99%) Mentoring
8 30 (30.93%) Oracle
9 29 (29.90%) Web Services
10 25 (25.77%) Open Source
11 23 (23.71%) Regression Testing
12 22 (22.68%) Security Cleared
13 21 (21.65%) Linux
14 20 (20.62%) JavaScript
14 20 (20.62%) Machine Learning
15 19 (19.59%) REST
15 19 (19.59%) SC Cleared
15 19 (19.59%) Scrum
16 18 (18.56%) Python
17 17 (17.53%) QA
18 16 (16.49%) Software Architecture
18 16 (16.49%) Social Media
18 16 (16.49%) SQL
19 15 (15.46%) JIRA
20 14 (14.43%) MongoDB
20 14 (14.43%) TDD
20 14 (14.43%) Algorithms
20 14 (14.43%) Virtual Team
21 13 (13.40%) BDD
22 12 (12.37%) HBase

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 (10.31%) Apache Spark
2 9 (9.28%) Apache
3 4 (4.12%) Elasticsearch
4 3 (3.09%) nginx
4 3 (3.09%) OpenStack
5 1 (1.03%) Apache Pig
5 1 (1.03%) Apache Solr
5 1 (1.03%) ArcGIS
5 1 (1.03%) CMS
5 1 (1.03%) Confluence
5 1 (1.03%) GeoServer
Business Applications
1 1 (1.03%) Fredhopper
Cloud Services
1 9 (9.28%) Amazon AWS
2 8 (8.25%) Microsoft Azure
3 6 (6.19%) SaaS
4 3 (3.09%) IaaS
4 3 (3.09%) PaaS
5 2 (2.06%) Google Cloud Platform
Communications & Networking
1 5 (5.15%) HTTP
2 3 (3.09%) IPv4
3 2 (2.06%) Firewall
3 2 (2.06%) ICMP
3 2 (2.06%) SSH
4 1 (1.03%) Network Security
4 1 (1.03%) TCP/IP
Database & Business Intelligence
1 37 (38.14%) Hadoop
2 35 (36.08%) NoSQL
3 14 (14.43%) MongoDB
4 12 (12.37%) HBase
5 11 (11.34%) Data Mining
6 9 (9.28%) Neo4j
6 9 (9.28%) PostgreSQL
7 7 (7.22%) Apache Hive
8 6 (6.19%) Apache Cassandra
8 6 (6.19%) Pentaho
8 6 (6.19%) Relational Database
9 3 (3.09%) MySQL
9 3 (3.09%) Redis
9 3 (3.09%) Riak
10 1 (1.03%) DB2
10 1 (1.03%) Endeca
10 1 (1.03%) GIS
10 1 (1.03%) Oracle Database
10 1 (1.03%) Oracle Database 11g
10 1 (1.03%) OrientDB
Development Applications
1 15 (15.46%) JIRA
2 9 (9.28%) JUnit
3 7 (7.22%) Git (software)
3 7 (7.22%) Selenium
4 6 (6.19%) Jenkins
4 6 (6.19%) Talend Open Studio
5 4 (4.12%) Bugzilla
5 4 (4.12%) Subversion
5 4 (4.12%) Trac
6 3 (3.09%) Maven
7 1 (1.03%) Atlassian Bamboo
7 1 (1.03%) Bitbucket
7 1 (1.03%) Cucumber
7 1 (1.03%) EasyMock
7 1 (1.03%) Gradle
7 1 (1.03%) Grunt
7 1 (1.03%) Karma Test Runner
7 1 (1.03%) Mocha
7 1 (1.03%) TestNG
7 1 (1.03%) Yeoman
General
1 5 (5.15%) Telecoms
2 4 (4.12%) Advertising
2 4 (4.12%) Marketing
3 3 (3.09%) Finance
4 2 (2.06%) Retail
5 1 (1.03%) Manufacturing
Job Titles
1 42 (43.30%) Developer
2 19 (19.59%) Java Developer
3 13 (13.40%) Big Data Developer
3 13 (13.40%) Java Engineer
4 12 (12.37%) Software Engineer
5 11 (11.34%) Test Engineer
6 10 (10.31%) Open Source Developer
7 9 (9.28%) Big Data Engineer
7 9 (9.28%) Data Engineer
7 9 (9.28%) Developer/Software Engineer
7 9 (9.28%) Java Software Engineer
8 8 (8.25%) Senior Developer
9 7 (7.22%) Junior
9 7 (7.22%) Junior Developer
9 7 (7.22%) Junior Java Developer
9 7 (7.22%) Junior Software Developer
9 7 (7.22%) Junior Software Engineer
9 7 (7.22%) Junior Test Engineer
9 7 (7.22%) Senior Java Developer
9 7 (7.22%) Software Test Engineer
Libraries, Frameworks & Software Standards
1 29 (29.90%) Web Services
2 19 (19.59%) REST
3 10 (10.31%) AngularJS
3 10 (10.31%) HTML
3 10 (10.31%) Kafka
3 10 (10.31%) RESTful
4 8 (8.25%) Hibernate
4 8 (8.25%) J2EE
4 8 (8.25%) Spring
5 7 (7.22%) D3.js
5 7 (7.22%) HTML5
6 6 (6.19%) ActiveMQ
6 6 (6.19%) Apache CXF
6 6 (6.19%) Drools
6 6 (6.19%) EJB
6 6 (6.19%) jBPM
6 6 (6.19%) jQuery
6 6 (6.19%) KnockoutJS
6 6 (6.19%) Node.js
6 6 (6.19%) RequireJS
Miscellaneous
1 16 (16.49%) Social Media
2 14 (14.43%) Algorithms
2 14 (14.43%) Virtual Team
3 10 (10.31%) Computer Science
4 3 (3.09%) Analytical Skills
4 3 (3.09%) Data Centre
4 3 (3.09%) PKI
5 2 (2.06%) Cyber Attack
5 2 (2.06%) Cyber Defence
5 2 (2.06%) User Experience
6 1 (1.03%) Cyberthreat
6 1 (1.03%) Enterprise Software
6 1 (1.03%) Linux Command Line
6 1 (1.03%) Mobile App
6 1 (1.03%) Security Operations Centre
6 1 (1.03%) Smart Meter
6 1 (1.03%) Wiki
Operating Systems
1 21 (21.65%) Linux
2 8 (8.25%) CentOS
2 8 (8.25%) Ubuntu
3 5 (5.15%) Red Hat Enterprise Linux
4 3 (3.09%) Unix
4 3 (3.09%) Windows
5 2 (2.06%) Debian
6 1 (1.03%) AIX
6 1 (1.03%) HPUX
6 1 (1.03%) Solaris
Processes & Methodologies
1 44 (45.36%) Agile Software Development
2 40 (41.24%) Software Engineering
3 32 (32.99%) Mentoring
4 25 (25.77%) Open Source
5 23 (23.71%) Regression Testing
6 20 (20.62%) Machine Learning
7 19 (19.59%) Scrum
8 16 (16.49%) Software Architecture
9 14 (14.43%) TDD
10 13 (13.40%) BDD
11 11 (11.34%) Open Source Development
11 11 (11.34%) SOA
12 10 (10.31%) Coaching
12 10 (10.31%) Logistics
12 10 (10.31%) Unit Testing
13 9 (9.28%) Project Management
14 8 (8.25%) Data Analysis
14 8 (8.25%) Data Security
14 8 (8.25%) Multithreading
14 8 (8.25%) Service Delivery
Programming Languages
1 61 (62.89%) Java
2 20 (20.62%) JavaScript
3 18 (18.56%) Python
4 16 (16.49%) SQL
5 8 (8.25%) Scala
6 6 (6.19%) Bash Shell
6 6 (6.19%) Jython
7 3 (3.09%) C#
8 2 (2.06%) Perl
8 2 (2.06%) Ruby
9 1 (1.03%) C++
9 1 (1.03%) PHP
9 1 (1.03%) Pig Latin
9 1 (1.03%) PL/SQL
9 1 (1.03%) Shell Script
Qualifications
1 36 (37.11%) Degree
2 22 (22.68%) Security Cleared
3 19 (19.59%) SC Cleared
4 1 (1.03%) A+ Certification
4 1 (1.03%) CREST Certified
4 1 (1.03%) DV Cleared
4 1 (1.03%) GCIA
4 1 (1.03%) GCIH
4 1 (1.03%) GIAC
4 1 (1.03%) GREM
4 1 (1.03%) ISEB
4 1 (1.03%) ISTQB
Quality Assurance & Compliance
1 17 (17.53%) QA
2 2 (2.06%) SLA
3 1 (1.03%) FedRAMP
3 1 (1.03%) ISO/IEC 27001
System Software
1 6 (6.19%) VMware Infrastructure
2 5 (5.15%) Apache ZooKeeper
3 4 (4.12%) HDFS
4 3 (3.09%) Docker
4 3 (3.09%) KVM
4 3 (3.09%) VirtualBox
Systems Management
1 3 (3.09%) Ambari
1 3 (3.09%) Hadoop YARN
1 3 (3.09%) Icinga
1 3 (3.09%) Kibana
1 3 (3.09%) Opscode Chef
1 3 (3.09%) Puppet
1 3 (3.09%) vRealize
2 2 (2.06%) Ansible
2 2 (2.06%) SELinux
3 1 (1.03%) EnCase
3 1 (1.03%) Oozie
Vendors
1 30 (30.93%) Oracle
2 8 (8.25%) Jaspersoft
3 6 (6.19%) Talend
3 6 (6.19%) VMware
4 4 (4.12%) Cisco
5 3 (3.09%) Dell
5 3 (3.09%) EMC
5 3 (3.09%) Microsoft
5 3 (3.09%) Red Hat
5 3 (3.09%) ServiceNow
5 3 (3.09%) Splunk
6 2 (2.06%) ArcSight
6 2 (2.06%) Google
6 2 (2.06%) HP
7 1 (1.03%) Ab Initio
7 1 (1.03%) ESRI
7 1 (1.03%) Fortinet
7 1 (1.03%) LogRhythm
7 1 (1.03%) MicroStrategy
7 1 (1.03%) Trend Micro
Reading, Berkshire
Claremont Consulting Ltd
Salary: From £40,000 to £55,000 per annum Benefits
Posted: 12 hours ago
Reading, Berkshire
Claremont Consulting Ltd
Salary: From £50,000 to £60,000 per annum
Posted: 13 hours ago
Reading, Berkshire
ANSON MCCADE
Salary: £35,000 - £40,000 and comprehensive package
Posted: 2 days ago
Reading, Berkshire
Haybrook IT Resourcing Ltd
Salary: £25,000 per annum + Award-Winning Training + Benefits
Posted: 3 days ago
Reading, Oxfordshire
Oracle
Salary: Competitive
Posted: 7 days ago
Reading, Oxfordshire
Oracle
Salary: Competitive
Posted: 7 days ago
Reading
Computer Futures
Salary: £45000 - £65000 per annum + Very Competitive Benefits
Posted: 11 days ago
Reading, Berkshire
Oscar
Salary: £40000 - £50000 per annum + Benefits
Posted: 4 days ago