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

3 months to
19 Jan 2017
Same period 2016 Same period 2015
Big Data
South East / Berkshire
Rank 86 59 186
Rank change year-on-year
-27 +127
Permanent jobs citing Big Data 101 227 37
As % of all permanent IT jobs located in Berkshire 2.76% 4.24% 0.69%
As % of the Database & Business Intelligence category 10.10% 13.89% 2.96%
Number of salaries quoted 90 193 30
Median salary £47,500 £55,000 £57,500
Median salary % change year-on-year
-13.63% -4.34%
90% offered a salary of more than £37,250 £40,000 £28,000
10% offered a salary of more than £65,500 £67,500 £85,000
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 Berkshire region.

Database & Business Intelligence Category
Berkshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
1000 1634 1252
As % of all permanent IT jobs located in Berkshire 27.37% 30.51% 23.23%
Number of salaries quoted 865 1423 1019
Median salary £47,500 £48,500 £46,000
Median salary % change year-on-year
-2.06% +5.43%
90% offered a salary of more than £32,500 £35,000 £31,750
10% offered a salary of more than £65,000 £65,000 £70,000
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 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 19 January 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 19 January 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 -37 46 £50,000 -9.09% 8
Bracknell +30 21 £40,000 -38.46% 3
Maidenhead +12 12 £37,500 -6.25% 1
Slough +29 6 £22,500 -77.50% 3
Wokingham - 3 £64,000 -
Big Data
South East

Big Data
Top 30 Related IT Skills in Berkshire

For the 6 months to 19 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 Berkshire region with a requirement for Big Data.

1 80 (44.69%) Java
2 65 (36.31%) Analytics
3 63 (35.20%) Agile Software Development
4 56 (31.28%) SQL
4 56 (31.28%) NoSQL
5 55 (30.73%) Linux
6 54 (30.17%) Hadoop
7 43 (24.02%) JavaScript
8 37 (20.67%) Degree
9 32 (17.88%) Windows
10 31 (17.32%) .NET
10 31 (17.32%) Presales
11 30 (16.76%) Open Source
12 28 (15.64%) Marketing
13 26 (14.53%) Computer Science
13 26 (14.53%) TDD
14 25 (13.97%) Python
14 25 (13.97%) BDD
15 23 (12.85%) RESTful
15 23 (12.85%) AngularJS
16 22 (12.29%) Apache Cassandra
16 22 (12.29%) CentOS
16 22 (12.29%) Microsoft
16 22 (12.29%) Telecoms
16 22 (12.29%) SOA
17 21 (11.73%) Scrum
17 21 (11.73%) Cybersecurity
17 21 (11.73%) Apache Spark
18 20 (11.17%) Elasticsearch
18 20 (11.17%) Security Cleared

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 21 (11.73%) Apache Spark
2 20 (11.17%) Elasticsearch
3 12 (6.70%) Apache
4 7 (3.91%) Apache Pig
4 7 (3.91%) OpenStack
5 6 (3.35%) nginx
6 3 (1.68%) Confluence
7 2 (1.12%) JBoss
8 1 (0.56%) ArcGIS
8 1 (0.56%) GeoServer
8 1 (0.56%) MQSeries
8 1 (0.56%) SAS
Applications
1 3 (1.68%) MS Office
1 3 (1.68%) MS PowerPoint
2 1 (0.56%) MS Excel
Business Applications
1 4 (2.23%) Data Workbench
2 3 (1.68%) SAP ERP
Cloud Services
1 15 (8.38%) Microsoft Azure
2 12 (6.70%) Amazon AWS
2 12 (6.70%) Cloud Computing
3 9 (5.03%) IaaS
3 9 (5.03%) PaaS
4 7 (3.91%) SaaS
5 3 (1.68%) Office 365
6 2 (1.12%) Google Cloud Platform
7 1 (0.56%) GitHub
Communications & Networking
1 12 (6.70%) 3G
1 12 (6.70%) 4G
1 12 (6.70%) 5G
1 12 (6.70%) NGN
1 12 (6.70%) Radio Access Network
1 12 (6.70%) VoIP
1 12 (6.70%) VoLTE
2 10 (5.59%) Value-Added Service
3 8 (4.47%) HTTP
4 7 (3.91%) Internet
5 6 (3.35%) IPv4
6 5 (2.79%) SAN
7 4 (2.23%) Firewall
7 4 (2.23%) Network Security
8 3 (1.68%) MVNO
8 3 (1.68%) TCP/IP
8 3 (1.68%) WebEx
9 2 (1.12%) ICMP
9 2 (1.12%) SSH
10 1 (0.56%) Kerberos
Database & Business Intelligence
1 56 (31.28%) NoSQL
2 54 (30.17%) Hadoop
3 22 (12.29%) Apache Cassandra
4 17 (9.50%) MongoDB
5 16 (8.94%) Relational Database
6 15 (8.38%) PostgreSQL
6 15 (8.38%) SQL Server
7 9 (5.03%) Neo4j
8 8 (4.47%) Apache Hive
8 8 (4.47%) Data Warehouse
9 6 (3.35%) Pentaho
9 6 (3.35%) Redis
9 6 (3.35%) Riak
10 4 (2.23%) HBase
10 4 (2.23%) Spotfire
11 3 (1.68%) MySQL
11 3 (1.68%) Sqoop
12 2 (1.12%) Apache Accumulo
12 2 (1.12%) BusinessObjects
12 2 (1.12%) DB2
Development Applications
1 12 (6.70%) JIRA
2 11 (6.15%) Git (software)
3 10 (5.59%) Jenkins
4 9 (5.03%) Selenium
5 8 (4.47%) Bugzilla
6 7 (3.91%) Subversion
6 7 (3.91%) Trac
7 6 (3.35%) Talend Open Studio
8 3 (1.68%) Maven
9 2 (1.12%) Atlassian Bamboo
10 1 (0.56%) Bitbucket
10 1 (0.56%) Cucumber
10 1 (0.56%) EasyMock
10 1 (0.56%) Gradle
10 1 (0.56%) HP UFT
10 1 (0.56%) JMeter
10 1 (0.56%) JUnit
10 1 (0.56%) Ranorex
10 1 (0.56%) TestNG
General
1 28 (15.64%) Marketing
2 22 (12.29%) Telecoms
3 11 (6.15%) Finance
4 9 (5.03%) Games
5 7 (3.91%) Retail
6 5 (2.79%) German Language
7 4 (2.23%) Advertising
8 3 (1.68%) Manufacturing
8 3 (1.68%) Pharmaceutical
9 2 (1.12%) French Language
9 2 (1.12%) Military
10 1 (0.56%) Legal
Job Titles
1 61 (34.08%) Developer
2 24 (13.41%) Architect
2 24 (13.41%) Java Developer
3 18 (10.06%) Software Engineer
4 16 (8.94%) Big Data Developer
5 14 (7.82%) Java Engineer
6 13 (7.26%) Big Data Architect
6 13 (7.26%) Data Architect
6 13 (7.26%) Java Software Engineer
6 13 (7.26%) Open Source Developer
6 13 (7.26%) Sales Engineer
7 12 (6.70%) Analyst
7 12 (6.70%) Developer/Software Engineer
7 12 (6.70%) Test Engineer
8 11 (6.15%) Java Software Developer
8 11 (6.15%) Junior
8 11 (6.15%) Support Engineer
9 10 (5.59%) C# Developer
9 10 (5.59%) Junior Java Software Developer
9 10 (5.59%) Junior Java Software Engineer
Libraries, Frameworks & Software Standards
1 31 (17.32%) .NET
2 23 (12.85%) AngularJS
2 23 (12.85%) RESTful
3 18 (10.06%) HTML
4 16 (8.94%) Web Services
5 12 (6.70%) CSS
5 12 (6.70%) jQuery
6 11 (6.15%) Spring
7 10 (5.59%) MEAN Stack
8 9 (5.03%) NHibernate
8 9 (5.03%) Unity DI Container
8 9 (5.03%) ZeroMQ
9 8 (4.47%) J2EE
9 8 (4.47%) Kafka
10 7 (3.91%) EJB
10 7 (3.91%) JSON
10 7 (3.91%) Twitter Bootstrap
11 6 (3.35%) ActiveMQ
11 6 (3.35%) jBPM
11 6 (3.35%) XML
Miscellaneous
1 26 (14.53%) Computer Science
2 19 (10.61%) Internet of Things
3 18 (10.06%) Analytical Skills
4 14 (7.82%) Cyberthreat
5 12 (6.70%) IPTV
6 7 (3.91%) Visualisation
7 6 (3.35%) PKI
8 5 (2.79%) Data Structures
8 5 (2.79%) Inversion of Control
9 4 (2.23%) Data Centre
9 4 (2.23%) Data Extraction
10 3 (1.68%) Enterprise Software
10 3 (1.68%) Private Cloud
10 3 (1.68%) Social Media
10 3 (1.68%) Wiki
11 2 (1.12%) Algorithms
11 2 (1.12%) Cyber Attack
11 2 (1.12%) Cyber Defence
11 2 (1.12%) Management Information System
11 2 (1.12%) Neural Network
Operating Systems
1 55 (30.73%) Linux
2 32 (17.88%) Windows
3 22 (12.29%) CentOS
4 17 (9.50%) Unix
5 12 (6.70%) Windows Server
6 10 (5.59%) Windows Server 2008
7 8 (4.47%) Red Hat Enterprise Linux
7 8 (4.47%) Ubuntu
7 8 (4.47%) Windows Server 2012
8 2 (1.12%) Android
8 2 (1.12%) Apple iOS
8 2 (1.12%) Debian
Processes & Methodologies
1 65 (36.31%) Analytics
2 63 (35.20%) Agile Software Development
3 31 (17.32%) Presales
4 30 (16.76%) Open Source
5 26 (14.53%) TDD
6 25 (13.97%) BDD
7 22 (12.29%) SOA
8 21 (11.73%) Cybersecurity
8 21 (11.73%) Scrum
9 20 (11.17%) Software Engineering
10 17 (9.50%) SIEM
11 16 (8.94%) Continuous Integration
11 16 (8.94%) Customer Engagement
12 15 (8.38%) Memory Management
12 15 (8.38%) Mentoring
13 14 (7.82%) Open Source Development
14 13 (7.26%) Application Performance Management
14 13 (7.26%) Logistics
14 13 (7.26%) Performance Management
15 12 (6.70%) Business Development
Programming Languages
1 80 (44.69%) Java
2 56 (31.28%) SQL
3 43 (24.02%) JavaScript
4 25 (13.97%) Python
5 14 (7.82%) C++
5 14 (7.82%) Shell Script
6 13 (7.26%) C#
6 13 (7.26%) PHP
7 12 (6.70%) Bash Shell
8 11 (6.15%) C
9 9 (5.03%) R
9 9 (5.03%) Scala
10 6 (3.35%) Jython
11 3 (1.68%) T-SQL
12 2 (1.12%) Objective-C
12 2 (1.12%) Perl
12 2 (1.12%) PowerShell
13 1 (0.56%) Data Analysis Expressions (DAX)
13 1 (0.56%) Pig Latin
13 1 (0.56%) PL/SQL
Qualifications
1 37 (20.67%) Degree
2 20 (11.17%) Security Cleared
3 15 (8.38%) CISSP
3 15 (8.38%) SC Cleared
4 14 (7.82%) GCIA
5 11 (6.15%) CEH
6 3 (1.68%) DV Cleared
6 3 (1.68%) GCIH
7 2 (1.12%) A+ Certification
7 2 (1.12%) CREST Certified
7 2 (1.12%) GIAC
7 2 (1.12%) GREM
7 2 (1.12%) ISEB
8 1 (0.56%) ISTQB
8 1 (0.56%) PMI Certification
Quality Assurance & Compliance
1 4 (2.23%) Data Quality
2 2 (1.12%) ISO/IEC 27001
2 2 (1.12%) QA
2 2 (1.12%) SLA
System Software
1 12 (6.70%) Active Directory
2 10 (5.59%) Apache ZooKeeper
3 9 (5.03%) HDFS
3 9 (5.03%) VMware Infrastructure
4 6 (3.35%) Docker
4 6 (3.35%) KVM
4 6 (3.35%) VirtualBox
Systems Management
1 9 (5.03%) Hadoop YARN
2 6 (3.35%) Ambari
2 6 (3.35%) Kibana
3 3 (1.68%) Icinga
3 3 (1.68%) Opscode Chef
3 3 (1.68%) Puppet
3 3 (1.68%) vRealize
4 2 (1.12%) Ansible
4 2 (1.12%) Grafana
4 2 (1.12%) Oozie
4 2 (1.12%) SELinux
5 1 (0.56%) EnCase
Vendors
1 22 (12.29%) Microsoft
2 11 (6.15%) Google
3 9 (5.03%) Apple
3 9 (5.03%) VMware
4 7 (3.91%) Red Hat
5 6 (3.35%) Oracle
5 6 (3.35%) Splunk
5 6 (3.35%) Talend
6 4 (2.23%) Adobe
6 4 (2.23%) ArcSight
6 4 (2.23%) Cisco
6 4 (2.23%) HP
6 4 (2.23%) Tableau
6 4 (2.23%) TIBCO
7 3 (1.68%) Cloudera
7 3 (1.68%) Dell
7 3 (1.68%) EMC
7 3 (1.68%) SAP
7 3 (1.68%) ServiceNow
7 3 (1.68%) Teradata
Bracknell, Berkshire
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Salary: £25000 - £30000 per annum
Posted: Yesterday
Reading, Berkshire
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Salary: £35000 - £50000 per annum
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Slough, Berkshire
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Slough, Berkshire
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Salary: £36000 - £75000 per annum + benefits
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