The table below looks at the statistics for Big Data skills in IT jobs advertised for the Berkshire region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Big Data
South East / Berkshire
Rank 89 57 178
Rank change year-on-year
-32 +121
Permanent jobs citing Big Data 100 207 58
As % of all permanent IT jobs located in Berkshire 2.91% 4.14% 1.05%
As % of the Database & Business Intelligence category 11.09% 14.38% 4.58%
Number of salaries quoted 77 172 43
Median salary £45,000 £47,500 £62,500
Median salary % change year-on-year
-5.26% -24.00%
90% offered a salary of more than £35,000 £31,800 £50,100
10% offered a salary of more than £68,500 £69,250 £92,500
UK excluding London median salary £55,000 £50,000 £52,000
% change year-on-year
+10.00% -3.84%

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 Berkshire region.

Database & Business Intelligence Category
Berkshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
902 1439 1265
As % of all permanent IT jobs located in Berkshire 26.21% 28.78% 22.97%
Number of salaries quoted 767 1246 1044
Median salary £47,500 £48,500 £48,000
Median salary % change year-on-year
-2.06% +1.04%
90% offered a salary of more than £33,500 £32,500 £31,500
10% offered a salary of more than £65,000 £70,000 £72,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Big Data
Jobs Demand Trend in Berkshire

The demand trend of job ads across the Berkshire 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 Berkshire

Big Data
Salary Trend in Berkshire

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

Big Data Salary Trend in Berkshire

Big Data
Salary Histogram in Berkshire

This chart provides a salary histogram for IT jobs citing Big Data across the Berkshire region over the 3 months to 27 February 2017.

Big Data Salary Histogram in Berkshire

Big Data
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the Berkshire region over the 3 months to 27 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Reading -41 45 £43,000 -4.44% 6
Maidenhead - 16 £40,000 - 1
Slough +27 12 £65,000 -10.34% 1
Bracknell +22 11 £42,500 -34.61%
Wokingham - 4 £64,000 -
Newbury +5 1 £24,000 -55.34%
Big Data
South East

Big Data
Top 30 Related IT Skills in Berkshire

For the 6 months to 27 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 Berkshire region with a requirement for Big Data.

1 85 (47.22%) Java
2 64 (35.56%) NoSQL
3 61 (33.89%) SQL
3 61 (33.89%) Linux
4 60 (33.33%) Analytics
5 55 (30.56%) Hadoop
6 53 (29.44%) Agile Software Development
7 44 (24.44%) Degree
7 44 (24.44%) JavaScript
8 40 (22.22%) Windows
9 34 (18.89%) Software Engineering
10 32 (17.78%) .NET
11 31 (17.22%) Mentoring
12 29 (16.11%) Presales
12 29 (16.11%) Python
13 27 (15.00%) Open Source
14 26 (14.44%) CentOS
15 25 (13.89%) Relational Database
16 24 (13.33%) Elasticsearch
16 24 (13.33%) Web Services
16 24 (13.33%) TDD
17 23 (12.78%) Analytical Skills
17 23 (12.78%) BDD
18 22 (12.22%) RESTful
18 22 (12.22%) Marketing
19 21 (11.67%) Computer Science
19 21 (11.67%) SOA
19 21 (11.67%) Microsoft
19 21 (11.67%) Cybersecurity
20 19 (10.56%) AngularJS

Big Data
Top Related IT Skills in Berkshire 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 24 (13.33%) Elasticsearch
2 19 (10.56%) Apache Spark
3 10 (5.56%) Apache
4 6 (3.33%) Apache Pig
5 5 (2.78%) OpenStack
6 4 (2.22%) nginx
7 2 (1.11%) Confluence
7 2 (1.11%) IIS
8 1 (0.56%) Apache Solr
8 1 (0.56%) ArcGIS
8 1 (0.56%) CMS
8 1 (0.56%) GeoServer
8 1 (0.56%) JBoss
8 1 (0.56%) MQSeries
8 1 (0.56%) SAS
8 1 (0.56%) Tomcat
8 1 (0.56%) WebLogic
8 1 (0.56%) WebSphere
Applications
1 2 (1.11%) MS Excel
2 1 (0.56%) Spreadsheet
Business Applications
1 4 (2.22%) Data Workbench
1 4 (2.22%) SAP ERP
2 1 (0.56%) Fredhopper
Cloud Services
1 14 (7.78%) Microsoft Azure
2 11 (6.11%) Amazon AWS
3 8 (4.44%) Cloud Computing
3 8 (4.44%) IaaS
3 8 (4.44%) PaaS
3 8 (4.44%) SaaS
4 4 (2.22%) Office 365
5 3 (1.67%) GitHub
6 2 (1.11%) Google Cloud Platform
Communications & Networking
1 6 (3.33%) 3G
1 6 (3.33%) 4G
1 6 (3.33%) 5G
1 6 (3.33%) HTTP
1 6 (3.33%) NGN
1 6 (3.33%) Radio Access Network
1 6 (3.33%) Value-Added Service
1 6 (3.33%) VoIP
1 6 (3.33%) VoLTE
2 5 (2.78%) SAN
3 4 (2.22%) IPv4
4 3 (1.67%) Firewall
4 3 (1.67%) Internet
4 3 (1.67%) Kerberos
4 3 (1.67%) MVNO
4 3 (1.67%) Network Security
4 3 (1.67%) TCP/IP
4 3 (1.67%) WebEx
5 2 (1.11%) ICMP
5 2 (1.11%) SSH
Database & Business Intelligence
1 64 (35.56%) NoSQL
2 55 (30.56%) Hadoop
3 25 (13.89%) Relational Database
4 18 (10.00%) SQL Server
5 14 (7.78%) Apache Cassandra
5 14 (7.78%) MongoDB
6 13 (7.22%) PostgreSQL
7 10 (5.56%) Apache Hive
8 8 (4.44%) Data Mining
8 8 (4.44%) Data Warehouse
8 8 (4.44%) HBase
8 8 (4.44%) Neo4j
8 8 (4.44%) Spotfire
9 5 (2.78%) MySQL
9 5 (2.78%) Pentaho
10 4 (2.22%) KNIME
10 4 (2.22%) Redis
10 4 (2.22%) Riak
11 3 (1.67%) BusinessObjects
11 3 (1.67%) Sqoop
Development Applications
1 13 (7.22%) JIRA
2 11 (6.11%) Git (software)
3 8 (4.44%) Bugzilla
4 7 (3.89%) Jenkins
5 6 (3.33%) Selenium
6 5 (2.78%) JUnit
6 5 (2.78%) Subversion
6 5 (2.78%) Talend Open Studio
6 5 (2.78%) Trac
7 3 (1.67%) Maven
8 1 (0.56%) Atlassian Bamboo
8 1 (0.56%) Bitbucket
8 1 (0.56%) Cucumber
8 1 (0.56%) EasyMock
8 1 (0.56%) Gradle
8 1 (0.56%) TestNG
General
1 22 (12.22%) Marketing
2 16 (8.89%) Telecoms
3 11 (6.11%) Finance
3 11 (6.11%) Games
4 9 (5.00%) Retail
5 7 (3.89%) Pharmaceutical
6 5 (2.78%) German Language
7 4 (2.22%) Advertising
8 2 (1.11%) French Language
8 2 (1.11%) Manufacturing
8 2 (1.11%) Military
9 1 (0.56%) Banking
9 1 (0.56%) Legal
Job Titles
1 58 (32.22%) Developer
2 22 (12.22%) Java Developer
3 19 (10.56%) Architect
4 17 (9.44%) Support Engineer
5 16 (8.89%) Software Engineer
6 15 (8.33%) Big Data Developer
6 15 (8.33%) Java Engineer
7 13 (7.22%) Sales Engineer
8 12 (6.67%) Java Software Engineer
8 12 (6.67%) Junior
9 11 (6.11%) Developer/Software Engineer
9 11 (6.11%) Open Source Developer
9 11 (6.11%) Security Engineer
9 11 (6.11%) Test Engineer
10 10 (5.56%) Analyst
10 10 (5.56%) C# Developer
11 9 (5.00%) Junior Developer
11 9 (5.00%) Junior Java Developer
11 9 (5.00%) Junior Software Developer
11 9 (5.00%) Software Test Engineer
Libraries, Frameworks & Software Standards
1 32 (17.78%) .NET
2 24 (13.33%) Web Services
3 22 (12.22%) RESTful
4 19 (10.56%) AngularJS
5 17 (9.44%) HTML
6 12 (6.67%) jQuery
7 11 (6.11%) REST
7 11 (6.11%) ZeroMQ
8 10 (5.56%) Spring
9 9 (5.00%) CSS
9 9 (5.00%) J2EE
10 8 (4.44%) JSON
10 8 (4.44%) Kafka
10 8 (4.44%) MEAN Stack
11 7 (3.89%) EJB
11 7 (3.89%) NHibernate
11 7 (3.89%) Unity DI Container
11 7 (3.89%) XML
12 5 (2.78%) ActiveMQ
12 5 (2.78%) jBPM
Miscellaneous
1 23 (12.78%) Analytical Skills
2 21 (11.67%) Computer Science
3 13 (7.22%) Cyberthreat
4 12 (6.67%) Linux Command Line
5 9 (5.00%) Internet of Things
6 7 (3.89%) Social Media
7 6 (3.33%) IPTV
8 5 (2.78%) Algorithms
8 5 (2.78%) Data Structures
8 5 (2.78%) Enterprise Software
8 5 (2.78%) Virtual Team
9 4 (2.22%) Life Science
9 4 (2.22%) PKI
9 4 (2.22%) Private Cloud
10 3 (1.67%) Data Centre
11 2 (1.11%) Cyber Attack
11 2 (1.11%) Cyber Defence
11 2 (1.11%) Management Information System
11 2 (1.11%) User Experience
11 2 (1.11%) Wiki
Operating Systems
1 61 (33.89%) Linux
2 40 (22.22%) Windows
3 26 (14.44%) CentOS
4 17 (9.44%) Unix
4 17 (9.44%) Windows Server
5 12 (6.67%) Windows Server 2008
6 10 (5.56%) Windows Server 2012
7 7 (3.89%) Ubuntu
8 6 (3.33%) Red Hat Enterprise Linux
9 2 (1.11%) Debian
10 1 (0.56%) Solaris
Processes & Methodologies
1 60 (33.33%) Analytics
2 53 (29.44%) Agile Software Development
3 34 (18.89%) Software Engineering
4 31 (17.22%) Mentoring
5 29 (16.11%) Presales
6 27 (15.00%) Open Source
7 24 (13.33%) TDD
8 23 (12.78%) BDD
9 21 (11.67%) Cybersecurity
9 21 (11.67%) SOA
10 18 (10.00%) Scrum
11 16 (8.89%) Machine Learning
11 16 (8.89%) Regression Testing
11 16 (8.89%) SIEM
12 15 (8.33%) Performance Management
12 15 (8.33%) Software Architecture
13 14 (7.78%) Business Intelligence
13 14 (7.78%) ETL
14 13 (7.22%) Application Performance Management
14 13 (7.22%) Continuous Integration
Programming Languages
1 85 (47.22%) Java
2 61 (33.89%) SQL
3 44 (24.44%) JavaScript
4 29 (16.11%) Python
5 17 (9.44%) Shell Script
6 15 (8.33%) C
7 14 (7.78%) C#
7 14 (7.78%) PHP
8 13 (7.22%) C++
9 12 (6.67%) Bash Shell
10 11 (6.11%) R
11 8 (4.44%) Scala
12 5 (2.78%) Jython
12 5 (2.78%) T-SQL
13 2 (1.11%) Perl
13 2 (1.11%) PowerShell
14 1 (0.56%) Data Analysis Expressions (DAX)
14 1 (0.56%) Pig Latin
14 1 (0.56%) PL/SQL
14 1 (0.56%) Ruby
Qualifications
1 44 (24.44%) Degree
2 19 (10.56%) CISSP
2 19 (10.56%) Security Cleared
3 18 (10.00%) GCIA
4 16 (8.89%) CEH
5 15 (8.33%) SC Cleared
6 2 (1.11%) A+ Certification
6 2 (1.11%) DV Cleared
6 2 (1.11%) GCIH
6 2 (1.11%) PhD
7 1 (0.56%) CREST Certified
7 1 (0.56%) GIAC
7 1 (0.56%) GREM
7 1 (0.56%) ISEB
7 1 (0.56%) ISTQB
7 1 (0.56%) ITIL Certification
7 1 (0.56%) PMI Certification
Quality Assurance & Compliance
1 10 (5.56%) QA
2 6 (3.33%) Data Quality
3 3 (1.67%) SLA
4 2 (1.11%) ISO/IEC 27001
System Software
1 18 (10.00%) Active Directory
2 7 (3.89%) Apache ZooKeeper
2 7 (3.89%) HDFS
2 7 (3.89%) VMware Infrastructure
3 4 (2.22%) Docker
3 4 (2.22%) KVM
3 4 (2.22%) VirtualBox
Systems Management
1 6 (3.33%) Hadoop YARN
2 5 (2.78%) Grafana
3 4 (2.22%) Ambari
3 4 (2.22%) Kibana
4 3 (1.67%) Icinga
4 3 (1.67%) Opscode Chef
4 3 (1.67%) Puppet
4 3 (1.67%) vRealize
5 2 (1.11%) Ansible
5 2 (1.11%) Oozie
5 2 (1.11%) SELinux
6 1 (0.56%) EnCase
Vendors
1 21 (11.67%) Microsoft
2 18 (10.00%) Oracle
3 13 (7.22%) Google
4 11 (6.11%) Apple
5 9 (5.00%) Tableau
6 7 (3.89%) VMware
7 5 (2.78%) Red Hat
7 5 (2.78%) Talend
7 5 (2.78%) Teradata
8 4 (2.22%) Ab Initio
8 4 (2.22%) Adobe
8 4 (2.22%) Cisco
8 4 (2.22%) HP
8 4 (2.22%) Jaspersoft
8 4 (2.22%) SAP
8 4 (2.22%) Splunk
8 4 (2.22%) TIBCO
9 3 (1.67%) Dell
9 3 (1.67%) EMC
9 3 (1.67%) Huawei
Slough, Berkshire
Spencer Rose
Salary: £45000 - £55000 per annum + + bonus & excellent benefits
Posted: 1 hour ago
Reading, Berkshire
Evolution Recruitment Solutions
Salary: 50,000-60,000
Posted: 2 days ago
Reading, Berkshire
CGI
Salary: £35000 - £50000 per annum
Posted: 3 days ago
Maidenhead, Berkshire
EXCELerate
Salary: Up to £50,000 per annum 10% Bonus, Healthcare + Pension
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set2recruit
Salary: From £38,000 to £50,000 per annum +pension + healthcare
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Salary: Market Rate Based on Expertise
Posted: 14 days ago