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 30 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 May 2016
Same period 2015 Same period 2014
Big Data
Rank 109 149 184
Rank change year-on-year
+40 +35
Permanent jobs citing Big Data 101 74 44
As % of all permanent IT jobs located in Berkshire 2.27% 1.46% 0.78%
As % of the Database & Business Intelligence category 8.68% 5.70% 3.25%
Number of salaries quoted 94 42 40
Median salary £50,000 £60,000 £55,000
Median salary % change year-on-year
-16.66% +9.09%
90% offered a salary of more than £37,500 £50,000 £27,000
10% offered a salary of more than £71,500 £77,500 £78,700
UK excluding London median salary £52,500 £50,000 £50,000
% change year-on-year
+5.00% -
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
1163 1299 1354
As % of all permanent IT jobs located in Berkshire 26.10% 25.55% 23.96%
Number of salaries quoted 1038 1057 1162
Median salary £47,500 £50,000 £45,000
Median salary % change year-on-year
-5.00% +11.11%
90% offered a salary of more than £35,000 £32,500 £30,000
10% offered a salary of more than £67,500 £62,500 £67,500
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 30 May 2016.

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 30 May 2016. 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
(Click see detailed
statistics and trends)
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 +54 68 £41,500 -30.83% 8
Maidenhead +11 11 £67,500 +17.39% 4
Slough +3 5 £62,500 +4.16% 1
Bracknell -6 4 £38,750 - 1
Newbury -5 3 £57,500 +9.52% 2
Windsor - 1 £25,000 - 1
Wokingham - 1 £65,000 - 1
Big Data
South East

Big Data
Top 30 Related IT Skills in Berkshire

For the 6 months to 30 May 2016, 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.

1 107 (34.52%) SQL
2 100 (32.26%) Degree
3 94 (30.32%) Smart Meter
4 84 (27.10%) Mobile App
5 82 (26.45%) Agile Software Development
6 80 (25.81%) Analytics
7 79 (25.48%) Java
8 66 (21.29%) NoSQL
9 65 (20.97%) Hadoop
10 60 (19.35%) SQL Server
10 60 (19.35%) Python
11 58 (18.71%) Finance
12 57 (18.39%) Business Intelligence
12 57 (18.39%) .NET
13 55 (17.74%) Management Information System
14 54 (17.42%) Linux
14 54 (17.42%) Analytical Skills
15 53 (17.10%) ITIL
16 48 (15.48%) Oracle
17 46 (14.84%) JavaScript
17 46 (14.84%) CITP
18 43 (13.87%) Security Cleared
18 43 (13.87%) Data Analysis
18 43 (13.87%) Windows
19 42 (13.55%) ETL
19 42 (13.55%) C#
20 41 (13.23%) Retail
21 40 (12.90%) Telecoms
22 38 (12.26%) HTML
22 38 (12.26%) Data Modelling

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 34 (10.97%) Elasticsearch
2 16 (5.16%) Apache
3 15 (4.84%) Apache Spark
4 10 (3.23%) OpenStack
5 8 (2.58%) nginx
5 8 (2.58%) SAS
6 6 (1.94%) Apache Pig
7 1 (0.32%) Exchange Server 2007
7 1 (0.32%) Exchange Server 2013
7 1 (0.32%) JBoss
7 1 (0.32%) MS Exchange
7 1 (0.32%) Node.js
7 1 (0.32%) Oracle HTTP Server
7 1 (0.32%) SharePoint
7 1 (0.32%) Skype for Business
7 1 (0.32%) Tomcat
Applications
1 25 (8.06%) MS Excel
2 18 (5.81%) SPSS
3 4 (1.29%) MS Office
3 4 (1.29%) MS PowerPoint
Business Applications
1 13 (4.19%) SAP HR
1 13 (4.19%) SAP Payroll
2 1 (0.32%) SAP Oil and Gas
Cloud Services
1 37 (11.94%) Amazon AWS
2 13 (4.19%) Microsoft Azure
3 10 (3.23%) IaaS
3 10 (3.23%) PaaS
4 6 (1.94%) SaaS
5 5 (1.61%) Cloud Computing
Communications & Networking
1 14 (4.52%) Firewall
2 10 (3.23%) HTTP
2 10 (3.23%) IPv4
3 9 (2.90%) Wireless
4 7 (2.26%) LAN
4 7 (2.26%) WAN
5 5 (1.61%) Internet
5 5 (1.61%) Intrusion Detection
5 5 (1.61%) SSL
5 5 (1.61%) TCP/IP
6 4 (1.29%) 4G
7 3 (0.97%) Network Security
8 2 (0.65%) 802.15
8 2 (0.65%) Broadband
8 2 (0.65%) DAB
8 2 (0.65%) GPRS
8 2 (0.65%) IPsec
8 2 (0.65%) IPv6
8 2 (0.65%) Junos
8 2 (0.65%) UMTS
Database & Business Intelligence
1 66 (21.29%) NoSQL
2 65 (20.97%) Hadoop
3 60 (19.35%) SQL Server
4 34 (10.97%) Apache Cassandra
5 29 (9.35%) MongoDB
6 26 (8.39%) Relational Database
7 21 (6.77%) Data Warehouse
8 19 (6.13%) BusinessObjects
8 19 (6.13%) Data Mining
8 19 (6.13%) Redis
9 18 (5.81%) RDBMS
10 16 (5.16%) Amazon DynamoDB
11 14 (4.52%) DataStage
11 14 (4.52%) MySQL
12 12 (3.87%) IBM InfoSphere
13 11 (3.55%) Riak
14 8 (2.58%) Apache Hive
14 8 (2.58%) HBase
15 7 (2.26%) CouchDB
15 7 (2.26%) GIS
Development Applications
1 24 (7.74%) ERwin
2 20 (6.45%) JIRA
3 19 (6.13%) Git (software)
4 18 (5.81%) Subversion
5 16 (5.16%) Jenkins
6 14 (4.52%) Bugzilla
6 14 (4.52%) Trac
7 9 (2.90%) Selenium
8 1 (0.32%) Ant
8 1 (0.32%) Fiddler
8 1 (0.32%) Maven
8 1 (0.32%) Visual Studio
General
1 58 (18.71%) Finance
2 41 (13.23%) Retail
3 40 (12.90%) Telecoms
4 14 (4.52%) Marketing
5 12 (3.87%) Banking
5 12 (3.87%) Legal
6 10 (3.23%) Billing
7 6 (1.94%) Law
7 6 (1.94%) Pharmaceutical
8 5 (1.61%) Publishing
9 4 (1.29%) Advertising
9 4 (1.29%) Games
10 3 (0.97%) Automotive
11 2 (0.65%) Financial Institution
12 1 (0.32%) Manufacturing
Job Titles
1 69 (22.26%) Analyst
2 67 (21.61%) Developer
3 30 (9.68%) Architect
4 26 (8.39%) Consultant
5 23 (7.42%) Data Analyst
6 18 (5.81%) C# Developer
6 18 (5.81%) Software Developer
7 15 (4.84%) .NET Developer
8 14 (4.52%) Software Engineer
9 12 (3.87%) Big Data Developer
9 12 (3.87%) C# Software Developer
9 12 (3.87%) Data Architect
9 12 (3.87%) Data Modeller
10 11 (3.55%) Business Intelligence Architect
10 11 (3.55%) Java Developer
11 10 (3.23%) Agile Developer
12 9 (2.90%) Big Data Engineer
12 9 (2.90%) C# .NET Developer
12 9 (2.90%) Data Engineer
12 9 (2.90%) HR Analyst
Libraries, Frameworks & Software Standards
1 57 (18.39%) .NET
2 38 (12.26%) HTML
3 33 (10.65%) Web Services
4 30 (9.68%) CSS
5 23 (7.42%) ASP.NET
6 22 (7.10%) JSON
7 20 (6.45%) WCF
8 19 (6.13%) XML
9 18 (5.81%) jQuery
10 17 (5.48%) Kafka
11 15 (4.84%) RESTful
12 14 (4.52%) Middleware
13 13 (4.19%) REST
13 13 (4.19%) ZeroMQ
14 11 (3.55%) Highcharts JS
14 11 (3.55%) Regular Expression
15 9 (2.90%) .NET Framework
16 8 (2.58%) AngularJS
16 8 (2.58%) Twitter Bootstrap
16 8 (2.58%) WebSockets
Miscellaneous
1 94 (30.32%) Smart Meter
2 84 (27.10%) Mobile App
3 55 (17.74%) Management Information System
4 54 (17.42%) Analytical Skills
5 37 (11.94%) Computer Science
6 25 (8.06%) Algorithms
7 21 (6.77%) Data Structures
8 18 (5.81%) Visualisation
9 10 (3.23%) FMCG
9 10 (3.23%) Freedom of Information
9 10 (3.23%) PKI
9 10 (3.23%) Xbox
10 7 (2.26%) Data Conversion
10 7 (2.26%) Data Integration
10 7 (2.26%) Public Cloud
10 7 (2.26%) Statistics
11 6 (1.94%) Data Extraction
11 6 (1.94%) SCADA
12 5 (1.61%) Enterprise Software
12 5 (1.61%) Replication
Operating Systems
1 54 (17.42%) Linux
2 43 (13.87%) Windows
3 18 (5.81%) Red Hat Enterprise Linux
4 15 (4.84%) Windows Server
5 14 (4.52%) CentOS
6 10 (3.23%) Unix
7 8 (2.58%) Android
7 8 (2.58%) Apple iOS
8 3 (0.97%) Debian
9 2 (0.65%) Mac OS X
9 2 (0.65%) Windows Server 2008
10 1 (0.32%) Windows Server 2012
Processes & Methodologies
1 82 (26.45%) Agile Software Development
2 80 (25.81%) Analytics
3 57 (18.39%) Business Intelligence
4 53 (17.10%) ITIL
5 43 (13.87%) Data Analysis
6 42 (13.55%) ETL
7 38 (12.26%) Data Modelling
8 37 (11.94%) Change Management
9 36 (11.61%) Data Management
10 35 (11.29%) TOGAF
11 33 (10.65%) Data Architecture
12 31 (10.00%) Data Governance
12 31 (10.00%) Open Source
13 30 (9.68%) SIEM
13 30 (9.68%) Software Engineering
14 29 (9.35%) Information Management
14 29 (9.35%) Reverse Engineering
15 28 (9.03%) Cybersecurity
15 28 (9.03%) Presales
16 27 (8.71%) Scrum
Programming Languages
1 107 (34.52%) SQL
2 79 (25.48%) Java
3 60 (19.35%) Python
4 46 (14.84%) JavaScript
5 42 (13.55%) C#
6 22 (7.10%) R
7 20 (6.45%) Bash Shell
8 11 (3.55%) C
9 10 (3.23%) Perl
10 9 (2.90%) PowerShell
11 7 (2.26%) Scala
12 6 (1.94%) Ruby
13 5 (1.61%) PHP
13 5 (1.61%) Shell Script
14 3 (0.97%) Go
14 3 (0.97%) PL/SQL
15 2 (0.65%) T-SQL
16 1 (0.32%) Data Analysis Expressions (DAX)
16 1 (0.32%) VB
16 1 (0.32%) VB.NET
Qualifications
1 100 (32.26%) Degree
2 46 (14.84%) CITP
3 43 (13.87%) Security Cleared
4 27 (8.71%) SC Cleared
5 14 (4.52%) PhD
6 9 (2.90%) CISSP
6 9 (2.90%) Microsoft Certification
7 8 (2.58%) CISA
8 7 (2.26%) CISM
8 7 (2.26%) MBA
9 6 (1.94%) Microsoft Certified Architect
9 6 (1.94%) PMI Certification
9 6 (1.94%) PMP
10 5 (1.61%) ISACA
10 5 (1.61%) ISSEP
11 3 (0.97%) DV Cleared
11 3 (0.97%) ISEB
11 3 (0.97%) MCITP
11 3 (0.97%) MCSE
12 2 (0.65%) Cisco Certification
Quality Assurance & Compliance
1 25 (8.06%) ISO/IEC 20000
2 20 (6.45%) ISO 9001
3 15 (4.84%) QA
4 13 (4.19%) Data Quality
5 10 (3.23%) TickIT
6 3 (0.97%) PCI DSS
7 2 (0.65%) ISO/IEC 27001
8 1 (0.32%) COBIT
8 1 (0.32%) GPG13
System Software
1 18 (5.81%) HDFS
2 16 (5.16%) Docker
3 12 (3.87%) VMware Infrastructure
4 11 (3.55%) Active Directory
5 10 (3.23%) KVM
5 10 (3.23%) VirtualBox
6 8 (2.58%) Apache ZooKeeper
7 2 (0.65%) VMware ESXi
Systems Management
1 15 (4.84%) Hadoop YARN
2 11 (3.55%) EnCase
2 11 (3.55%) Kibana
3 10 (3.23%) Ambari
4 6 (1.94%) Ansible
5 5 (1.61%) Nagios
5 5 (1.61%) ZABBIX
6 3 (0.97%) Graphite
6 3 (0.97%) Kubernetes
6 3 (0.97%) logstash
6 3 (0.97%) Opscode Chef
6 3 (0.97%) Puppet
6 3 (0.97%) Terraform
7 2 (0.65%) CA Spectrum
7 2 (0.65%) QRadar
7 2 (0.65%) SCCM
8 1 (0.32%) Symantec Enterprise Vault
Vendors
1 48 (15.48%) Oracle
2 30 (9.68%) SAP
3 29 (9.35%) Microsoft
3 29 (9.35%) Splunk
4 17 (5.48%) Cisco
5 12 (3.87%) Red Hat
5 12 (3.87%) Telerik
5 12 (3.87%) VMware
6 10 (3.23%) Fortinet
6 10 (3.23%) Tableau
6 10 (3.23%) Trend Micro
7 8 (2.58%) HP
7 8 (2.58%) IBM
8 7 (2.26%) ESRI
9 6 (1.94%) Juniper
10 5 (1.61%) Informatica
11 4 (1.29%) Ab Initio
11 4 (1.29%) Cognizant
11 4 (1.29%) Google
11 4 (1.29%) Teradata
Newbury, Berkshire
Evolution Recruitment Solutions
Salary: 65,000-70,000
Posted: 4 days ago
Slough, Berkshire
Eutopia Solutions Ltd
Salary: £40000.00 - £65000.00 per annum + package
Posted: 4 days ago
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Excellent salary and benefits are on offer
Posted: 2 days ago
Windsor, Berkshire
Maclean Moore Consulting
Salary: From £60,000 to £80,000 per annum + benefits and Bonus
Posted: 4 days ago
Maidenhead, Berkshire
Fenwick Ryan
Salary: £35000 - £40000 per annum + Fantastic Bens, Bonus + Training.
Posted: 4 days ago
Reading, Berkshire
Coal IT Services
Salary: From £65,000 to £70,000 per annum Excelent Package + Bonus
Posted: 5 days ago
Maidenhead, Berkshire
Fenwick Ryan
Salary: £60000 - £85000 per annum + Car + Bonus + Bens + Stock
Posted: 6 days ago
Wokingham, Berkshire
Venturi
Salary: £55000 - £75000 per annum + benefits
Posted: 5 days ago
Maidenhead, Berkshire
Fenwick Ryan
Salary: £35000 - £40000 per annum + Fantastic Bens, Bonus + Training.
Posted: 3 days ago
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Competitive
Posted: 13 days ago
Maidenhead, Berkshire
Fenwick Ryan
Salary: £55000 - £85000 per annum + Car, Bens, Bonus, Stock (Pre-IPO)
Posted: 5 days ago
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Competitive
Posted: 11 days ago
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Competitive
Posted: 13 days ago
Reading, Berkshire
CGI
Salary: £35000 - £55000 per annum
Posted: 19 days ago
Reading
Recruitment Revolution Limited
Salary: £28,000 - £34,000
Posted: 10 days ago
Newbury
Computer Futures
Salary: £40000 - £66000 per annum + Car Allowance, Pension
Posted: 9 days ago
Bracknell
Computer Futures
Salary: £40000 - £66000 per annum + Car Allowance, Pension
Posted: 9 days ago
Reading, Berkshire
CGI
Salary: £35000 - £60000 per annum + benefits
Posted: 19 days ago