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 average salaries offered in IT jobs that have cited Big Data over the 3 months to 4 September 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
4 Sep 2015
Same period 2014 Same period 2013
Big Data
Rank 116 168 172
Rank change year-on-year
+52 +4
Permanent jobs citing Big Data 98 58 55
As % of all permanent IT jobs located in Berkshire 1.95% 0.99% 1.01%
As % of the Database & Business Intelligence category 7.23% 4.54% 4.13%
Number of salaries quoted 77 53 45
Average salary £60,000 £57,500 £50,000
Average salary % change year-on-year
+4.34% +15.00%
90% offered a salary of more than £34,000 £42,500 £26,300
10% offered a salary of more than £70,000 £105,000 £67,500
UK excluding London average salary £50,000 £50,000 £50,000
Big Data
South East

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
1355 1278 1332
As % of all permanent IT jobs located in Berkshire 26.95% 21.81% 24.40%
Number of salaries quoted 1110 1011 1132
Average salary £47,500 £45,000 £45,000
Average salary % change year-on-year
+5.55% -
90% offered a salary of more than £35,000 £30,000 £32,500
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Big Data
Jobs Demand Trend in Berkshire

This chart provides a 3-month moving total of permanent IT jobs citing Big Data across the Berkshire region as a proportion of the total demand within 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 4 September 2015.

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 average salaries quoted in IT jobs citing Big Data within the Berkshire region over the 3 months to 4 September 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Reading +23 41 £60,000 -7.69% 3
Newbury +15 14 £60,000 -14.28% 4
Bracknell +23 12 £52,500 -4.54%
Slough - 8 £35,000 - 2
Maidenhead +2 3 £57,500 +15.00% 1
Windsor - 2 £70,000 -
Big Data
South East

Big Data
Top 30 Related IT Skills in Berkshire

For the 6 months to 4 September 2015, IT jobs across the Berkshire region citing Big Data also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Big Data.

1 63 (36.42%) Agile Software Development
2 55 (31.79%) Business Intelligence
3 51 (29.48%) Java
4 49 (28.32%) SQL
5 44 (25.43%) Hadoop
6 43 (24.86%) SQL Server
7 41 (23.70%) Analytics
8 38 (21.97%) Scrum
9 35 (20.23%) C#
10 33 (19.08%) NoSQL
11 30 (17.34%) Data Warehouse
11 30 (17.34%) TDD
11 30 (17.34%) Open Source
12 29 (16.76%) Degree
12 29 (16.76%) Microsoft
13 28 (16.18%) ETL
13 28 (16.18%) JavaScript
14 27 (15.61%) Web Services
15 26 (15.03%) Data Modelling
16 25 (14.45%) TOGAF
16 25 (14.45%) Telecoms
17 24 (13.87%) SOA
18 22 (12.72%) Linux
18 22 (12.72%) .NET
18 22 (12.72%) Middleware
18 22 (12.72%) SDLC
19 21 (12.14%) Relational Database
19 21 (12.14%) Apache Spark
20 20 (11.56%) Mentoring
20 20 (11.56%) Apache Pig

Big Data
Top Related IT Skills in Berkshire by Category

For the 6 months to 4 September 2015, IT jobs across the Berkshire region citing Big Data also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Big Data. Up to 20 skills are shown per category.

Application Platforms
1 21 (12.14%) Apache Spark
2 20 (11.56%) Apache Pig
3 19 (10.98%) Apache
4 7 (4.05%) Elasticsearch
5 6 (3.47%) Oracle SOA Suite
5 6 (3.47%) Oracle Coherence
5 6 (3.47%) Apache Solr
5 6 (3.47%) Tomcat
5 6 (3.47%) WebLogic
5 6 (3.47%) Oracle HTTP Server
5 6 (3.47%) WebLogic Portal
6 4 (2.31%) WebSphere
6 4 (2.31%) OpenStack
7 3 (1.73%) Node.js
8 1 (0.58%) nginx
8 1 (0.58%) Lotus Domino
8 1 (0.58%) SharePoint
8 1 (0.58%) MS Exchange
Applications
1 16 (9.25%) MS Excel
2 5 (2.89%) SPSS
3 2 (1.16%) MS Office
4 1 (0.58%) MS Visio
Business Applications
1 6 (3.47%) Oracle BPM
2 3 (1.73%) SAP Oil and Gas
3 1 (0.58%) SAP PS
3 1 (0.58%) SAP CRM
3 1 (0.58%) SAP PM
Cloud Services
1 13 (7.51%) GitHub
2 9 (5.20%) Microsoft Azure
2 9 (5.20%) Amazon AWS
3 7 (4.05%) SaaS
4 3 (1.73%) Amazon EMR
5 2 (1.16%) PaaS
6 1 (0.58%) Amazon Glacier
6 1 (0.58%) Amazon EC2
6 1 (0.58%) Amazon S3
Communications & Networking
1 11 (6.36%) Wireless
2 8 (4.62%) Firewall
2 8 (4.62%) TCP/IP
2 8 (4.62%) Internet
3 6 (3.47%) HTTP
4 4 (2.31%) Broadband
4 4 (2.31%) VoLTE
5 2 (1.16%) Intrusion Detection
5 2 (1.16%) SNMP
6 1 (0.58%) GSM
6 1 (0.58%) UMTS
6 1 (0.58%) 3G
6 1 (0.58%) SS7
6 1 (0.58%) VPN
6 1 (0.58%) LTE
6 1 (0.58%) SSH
Database & Business Intelligence
1 44 (25.43%) Hadoop
2 43 (24.86%) SQL Server
3 33 (19.08%) NoSQL
4 30 (17.34%) Data Warehouse
5 21 (12.14%) Relational Database
6 20 (11.56%) Apache Hive
7 19 (10.98%) Apache Cassandra
8 18 (10.40%) Enterprise Data Warehouse
8 18 (10.40%) HBase
9 17 (9.83%) Redis
10 16 (9.25%) MongoDB
11 15 (8.67%) RDBMS
11 15 (8.67%) SQL Server Analysis Services
12 13 (7.51%) Data Mining
13 12 (6.94%) SQL Server Reporting Services
14 11 (6.36%) SQL Server Integration Services
15 6 (3.47%) Oracle BI EE
15 6 (3.47%) Essbase
15 6 (3.47%) BusinessObjects
16 4 (2.31%) Text Mining
Development Applications
1 11 (6.36%) Jenkins
2 7 (4.05%) JUnit
2 7 (4.05%) Eclipse
2 7 (4.05%) IntelliJ
2 7 (4.05%) Selenium
2 7 (4.05%) Git (software)
2 7 (4.05%) Cucumber
3 6 (3.47%) Talend Open Studio
4 5 (2.89%) ERwin
5 4 (2.31%) Bitbucket
6 2 (1.16%) JIRA
General
1 25 (14.45%) Telecoms
2 16 (9.25%) Marketing
3 15 (8.67%) Finance
4 11 (6.36%) Legal
5 9 (5.20%) Retail
6 7 (4.05%) Law
7 6 (3.47%) Manufacturing
8 4 (2.31%) German Language
9 3 (1.73%) Mandarin Language
9 3 (1.73%) Cantonese Language
9 3 (1.73%) Games
9 3 (1.73%) Banking
10 2 (1.16%) Electronics
10 2 (1.16%) Publishing
10 2 (1.16%) Billing
11 1 (0.58%) French Language
11 1 (0.58%) Automotive
11 1 (0.58%) Advertising
Job Titles
1 39 (22.54%) Architect
2 31 (17.92%) Developer
3 19 (10.98%) Data Architect
4 18 (10.40%) Consultant
5 14 (8.09%) Java Developer
6 12 (6.94%) Senior Developer
7 10 (5.78%) Senior Java Developer
8 9 (5.20%) Solutions Architect
8 9 (5.20%) Principal Architect
9 8 (4.62%) C# Developer
10 7 (4.05%) Enterprise Architect
11 6 (3.47%) Senior Manager
11 6 (3.47%) Programmer
11 6 (3.47%) .NET Developer
11 6 (3.47%) Analyst
11 6 (3.47%) Software Developer
11 6 (3.47%) Senior Architect
11 6 (3.47%) Operations Engineer
11 6 (3.47%) Cloud Engineer
12 5 (2.89%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 27 (15.61%) Web Services
2 22 (12.72%) .NET
2 22 (12.72%) Middleware
3 20 (11.56%) HTML
4 17 (9.83%) CSS
5 15 (8.67%) Kafka
6 10 (5.78%) AngularJS
6 10 (5.78%) XML
6 10 (5.78%) Regular Expression
7 8 (4.62%) RESTful
7 8 (4.62%) jQuery
8 7 (4.05%) Gherkin
8 7 (4.05%) Akka
9 6 (3.47%) Oracle Fusion
9 6 (3.47%) .NET Framework
9 6 (3.47%) WebCenter
9 6 (3.47%) ActiveMQ
10 5 (2.89%) EJB
10 5 (2.89%) JSON
11 4 (2.31%) WCF
Miscellaneous
1 20 (11.56%) Computer Science
2 15 (8.67%) Management Information System
3 14 (8.09%) Analytical Skills
4 13 (7.51%) Data Integration
5 12 (6.94%) Smart Meter
6 11 (6.36%) Mathematics
7 10 (5.78%) Mobile App
8 8 (4.62%) Enterprise Software
8 8 (4.62%) Internet of Things
9 7 (4.05%) Statistics
10 6 (3.47%) Data Structures
11 5 (2.89%) Data Centre
11 5 (2.89%) Economics
12 4 (2.31%) Machine to Machine
12 4 (2.31%) User Experience
12 4 (2.31%) Visualisation
13 3 (1.73%) Freedom of Information
13 3 (1.73%) GIS
14 2 (1.16%) DTV
14 2 (1.16%) Taxonomies
Operating Systems
1 22 (12.72%) Linux
2 19 (10.98%) Windows
3 7 (4.05%) CentOS
4 5 (2.89%) Windows Server 2003
4 5 (2.89%) UNIX
5 4 (2.31%) Ubuntu
5 4 (2.31%) Android
5 4 (2.31%) Red Hat Enterprise Linux
5 4 (2.31%) Apple iOS
6 1 (0.58%) Windows Server 2012
6 1 (0.58%) Solaris
Processes & Methodologies
1 63 (36.42%) Agile Software Development
2 55 (31.79%) Business Intelligence
3 41 (23.70%) Analytics
4 38 (21.97%) Scrum
5 30 (17.34%) TDD
5 30 (17.34%) Open Source
6 28 (16.18%) ETL
7 26 (15.03%) Data Modelling
8 25 (14.45%) TOGAF
9 24 (13.87%) SOA
10 22 (12.72%) SDLC
11 20 (11.56%) Mentoring
11 20 (11.56%) ITIL
12 19 (10.98%) Enterprise Architecture
12 19 (10.98%) DevOps
13 17 (9.83%) Data Architecture
13 17 (9.83%) Continuous Integration
14 16 (9.25%) Data Management
15 15 (8.67%) BDD
15 15 (8.67%) Continuous Delivery
Programming Languages
1 51 (29.48%) Java
2 49 (28.32%) SQL
3 35 (20.23%) C#
4 28 (16.18%) JavaScript
5 13 (7.51%) Scala
6 10 (5.78%) Python
7 5 (2.89%) C++
7 5 (2.89%) Bash Shell
7 5 (2.89%) C
7 5 (2.89%) PowerShell
8 3 (1.73%) Ruby
9 2 (1.16%) XPath
9 2 (1.16%) PHP
9 2 (1.16%) R
9 2 (1.16%) HiveQL
Qualifications
1 29 (16.76%) Degree
2 9 (5.20%) CITP
3 8 (4.62%) SC Cleared
3 8 (4.62%) CISSP
3 8 (4.62%) Security Cleared
4 7 (4.05%) Microsoft Certification
4 7 (4.05%) MCSE
5 5 (2.89%) CISA
6 4 (2.31%) MCITP
7 3 (1.73%) PhD
7 3 (1.73%) MBA
7 3 (1.73%) PMP
7 3 (1.73%) PMI Certification
8 2 (1.16%) A+ Certification
8 2 (1.16%) ITIL Certification
8 2 (1.16%) ISACA
9 1 (0.58%) MCDBA
9 1 (0.58%) PRINCE2 Certification
9 1 (0.58%) ISSEP
9 1 (0.58%) CISM
Quality Assurance & Compliance
1 8 (4.62%) ISO 9001
2 6 (3.47%) Sarbanes-Oxley
3 4 (2.31%) TickIT
3 4 (2.31%) ISO/IEC 27001
3 4 (2.31%) PCI DSS
3 4 (2.31%) GPG13
4 3 (1.73%) ISO/IEC 20000
4 3 (1.73%) Data Quality
5 1 (0.58%) QA
System Software
1 16 (9.25%) HDFS
2 11 (6.36%) Active Directory
3 6 (3.47%) Xen
3 6 (3.47%) Apache ZooKeeper
4 4 (2.31%) VMware Infrastructure
4 4 (2.31%) VirtualBox
5 2 (1.16%) Apache Flume
6 1 (0.58%) Oracle RAC
Systems Management
1 15 (8.67%) Puppet
2 11 (6.36%) Opscode Chef
3 4 (2.31%) Rundeck
3 4 (2.31%) Vagrant
4 2 (1.16%) Symantec Enterprise Vault
4 2 (1.16%) Nagios
4 2 (1.16%) NetBackup
5 1 (0.58%) Backup Exec
5 1 (0.58%) Oracle RMAN
5 1 (0.58%) Veritas Storage Foundation
Vendors
1 29 (16.76%) Microsoft
2 18 (10.40%) Oracle
3 8 (4.62%) SAP
4 6 (3.47%) Talend
4 6 (3.47%) Xamarin
5 5 (2.89%) Cisco
5 5 (2.89%) Juniper
6 4 (2.31%) CheckPoint
6 4 (2.31%) Ab Initio
6 4 (2.31%) VMware
6 4 (2.31%) IBM
6 4 (2.31%) Informatica
7 3 (1.73%) Splunk
7 3 (1.73%) Tableau
8 2 (1.16%) Google
8 2 (1.16%) Symantec
9 1 (0.58%) ESRI
9 1 (0.58%) Hyperion
9 1 (0.58%) Embarcadero
9 1 (0.58%) Nokia
Newbury, Berkshire
Evolution Recruitment Solutions
Salary: 55,000-65,000
Posted: 7 hours ago
Newbury, Berkshire
Evolution Recruitment Solutions
Salary: 55,000-65,000
Posted: 7 hours ago
Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £60000 - £75000 per annum + Benefits + Bonus
Posted: Yesterday
Slough, Berkshire
SYSTEM RECRUITMENT LTD
Salary: £40000 - £60000 per annum + OTE
Posted: Yesterday
Reading, Berkshire
Yell
Salary: £50000 - £60000 per annum + Bonus & Bens
Posted: 2 days ago
Newbury, Berkshire
Evolution Recruitment Solutions
Salary: 40,000-45,000
Posted: 3 days ago
Reading, Berkshire
83Zero
Salary: From £70,000 to £90,000 per annum £70k - £90k + Bonus + Stock + Bens
Posted: 3 days ago
Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £60000 - £75000 per annum + Benefits + Bonus
Posted: 6 days ago
Reading
Pertemps ERP
Salary: £50-£55,000 + £5800 Car Allowance and benefits
Posted: 19 days ago
Newbury
Computer Futures
Salary: £50000 - £75000 per annum + Competitive Benefits
Posted: 25 days ago