The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited Data Analysis over the 3 months to 29 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
29 May 2015
Same period 2014 Same period 2013
Data Analysis
Rank 185 170 167
Rank change year-on-year
-15 -3
Permanent jobs citing Data Analysis 1699 1949 1822
As % of all permanent IT jobs located in England 1.73% 1.76% 1.78%
As % of the Processes & Methodologies category 2.05% 2.13% 2.20%
Number of salaries quoted 1370 1585 1443
Average salary £42,500 £45,000 £41,500
Average salary % change year-on-year
-5.55% +8.43%
90% offered a salary of more than £29,000 £29,000 £27,500
10% offered a salary of more than £72,500 £65,000 £70,000
UK excluding London average salary £37,500 £38,500 £35,000
% change year-on-year
-2.59% +10.00%
Data Analysis
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the England region.

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
82715 91431 82819
As % of all permanent IT jobs located in England 84.03% 82.75% 80.92%
Number of salaries quoted 68085 74887 68972
Average salary £50,000 £48,000 £46,000
Average salary % change year-on-year
+4.16% +4.34%
90% offered a salary of more than £32,500 £32,000 £30,000
10% offered a salary of more than £75,000 £72,000 £72,500
UK excluding London average salary £44,500 £42,500 £40,000
% change year-on-year
+4.70% +6.25%

Data Analysis
Jobs Demand Trend in England

This chart provides a 3-month moving total of permanent IT jobs citing Data Analysis across the England region as a proportion of the total demand within the Processes & Methodologies category.

Data Analysis Jobs Demand Trend in England

Data Analysis
Salary Trend in England

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

Data Analysis Salary Trend in England

Data Analysis
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Data Analysis across the England region over the 3 months to 29 May 2015.

Data Analysis Salary Histogram in England

Data Analysis
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Analysis within the England region over the 3 months to 29 May 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
London -3 892 £52,500 +5.00% 132
South East -22 285 £37,722 -11.24% 48
North West +17 141 £35,500 +9.23% 25
West Midlands -10 104 £37,500 -6.83% 16
East of England +31 93 £40,000 +6.66% 16
Yorkshire -5 70 £35,000 -6.66% 17
South West -34 57 £38,500 +4.05% 19
East Midlands +2 47 £40,000 +3.89% 11
North East -4 9 £31,500 -16.00% 7
Data Analysis
UK

Data Analysis
Top 30 Related IT Skills in England

For the 6 months to 29 May 2015, IT jobs across the England region citing Data Analysis 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 Data Analysis.

1 1632 (47.57%) SQL
2 1112 (32.41%) Finance
3 1032 (30.08%) Analytical Skills
4 934 (27.22%) Business Intelligence
5 815 (23.75%) SQL Server
6 777 (22.65%) Analytics
7 752 (21.92%) Degree
8 707 (20.61%) MS Excel
9 660 (19.24%) Microsoft
10 541 (15.77%) Data Modelling
11 539 (15.71%) Data Warehouse
12 509 (14.84%) Oracle
13 491 (14.31%) SQL Server Reporting Services
14 465 (13.55%) Agile Software Development
15 462 (13.47%) ETL
16 461 (13.44%) Project Management
17 421 (12.27%) Marketing
18 406 (11.83%) Business Analysis
19 368 (10.73%) Banking
20 362 (10.55%) SQL Server Integration Services
21 348 (10.14%) Data Management
22 341 (9.94%) T-SQL
23 322 (9.39%) C#
24 317 (9.24%) SAS
25 316 (9.21%) CRM
26 306 (8.92%) MS Office
27 299 (8.71%) .NET
28 297 (8.66%) Big Data
29 296 (8.63%) Data Mining
30 272 (7.93%) Computer Science

Data Analysis
Top Related IT Skills in England by Category

For the 6 months to 29 May 2015, IT jobs across the England region citing Data Analysis 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 Data Analysis. Up to 20 skills are shown per category.

Application Platforms
1 317 (9.24%) SAS
2 166 (4.84%) SharePoint
3 37 (1.08%) Apache Pig
4 30 (0.87%) SharePoint 2013
5 29 (0.85%) SharePoint 2010
5 29 (0.85%) BizTalk Server
6 23 (0.67%) CMS
7 20 (0.58%) IIS
7 20 (0.58%) Confluence
8 18 (0.52%) MS Exchange
8 18 (0.52%) Apache
8 18 (0.52%) Elasticsearch
9 16 (0.47%) Apache Spark
10 15 (0.44%) Tomcat
11 8 (0.23%) WebSphere
12 7 (0.20%) Exchange Server 2010
13 6 (0.17%) MS Project Server
13 6 (0.17%) Joomla!
13 6 (0.17%) Exchange Server 2007
13 6 (0.17%) Node.js
Applications
1 707 (20.61%) MS Excel
2 306 (8.92%) MS Office
3 184 (5.36%) SPSS
4 153 (4.46%) MS PowerPoint
5 128 (3.73%) MS Visio
6 74 (2.16%) MS Project
7 52 (1.52%) PowerPivot
8 45 (1.31%) Spreadsheet
9 13 (0.38%) Stata
10 10 (0.29%) Weka
11 8 (0.23%) FastStats
12 7 (0.20%) Photoshop
13 5 (0.15%) CPLEX
14 4 (0.12%) Simulink
15 3 (0.087%) Vensim
16 1 (0.029%) Adobe Creative Suite
16 1 (0.029%) GNU Octave
16 1 (0.029%) Mathematica
16 1 (0.029%) Adobe Illustrator
16 1 (0.029%) Windchill
Business Applications
1 72 (2.10%) Dynamics CRM
2 17 (0.50%) Dynamics NAV
3 16 (0.47%) Dynamics GP
4 15 (0.44%) Oracle General Ledger
5 14 (0.41%) Oracle Retail
5 14 (0.41%) Markit EDM
6 12 (0.35%) Cognos Business Intelligence
6 12 (0.35%) Dynamics AX
7 11 (0.32%) SAP ERP
7 11 (0.32%) thinkFolio
8 10 (0.29%) Cognos TM1
9 8 (0.23%) Radian6
10 7 (0.20%) Oracle EBS
11 6 (0.17%) assyst
12 5 (0.15%) Infor CRM
12 5 (0.15%) Eagle PACE
12 5 (0.15%) Unica
13 4 (0.12%) Oracle ERP
13 4 (0.12%) Hyperion Planning
13 4 (0.12%) Oracle EBS R12
Cloud Services
1 88 (2.56%) Google Analytics
2 52 (1.52%) Amazon AWS
3 46 (1.34%) SaaS
4 27 (0.79%) Office 365
5 18 (0.52%) Microsoft Azure
6 16 (0.47%) Amazon EC2
6 16 (0.47%) Amazon S3
7 15 (0.44%) Adobe Analytics
8 13 (0.38%) Amazon EMR
9 12 (0.35%) Cloud Computing
10 9 (0.26%) Silverpop
11 4 (0.12%) Amazon SQS
12 2 (0.058%) SmartFocus
12 2 (0.058%) Virtual Private Cloud
13 1 (0.029%) Veeva
13 1 (0.029%) Google Drive
13 1 (0.029%) Azure Machine Learning
13 1 (0.029%) Force.com
Communications & Networking
1 52 (1.52%) Internet
2 30 (0.87%) Firewall
3 22 (0.64%) Network Security
4 21 (0.61%) WAN
5 20 (0.58%) Intranet
6 19 (0.55%) TCP/IP
7 18 (0.52%) LAN
8 17 (0.50%) MPLS
9 15 (0.44%) OSPF
9 15 (0.44%) VPN
10 14 (0.41%) SMS
10 14 (0.41%) BGP
11 13 (0.38%) Wireless
12 11 (0.32%) Cisco Nexus
13 10 (0.29%) FTP
13 10 (0.29%) HTTP
14 9 (0.26%) HSRP
14 9 (0.26%) NAS
14 9 (0.26%) VRRP
14 9 (0.26%) SSL
Database & Business Intelligence
1 815 (23.75%) SQL Server
2 539 (15.71%) Data Warehouse
3 491 (14.31%) SQL Server Reporting Services
4 362 (10.55%) SQL Server Integration Services
5 297 (8.66%) Big Data
6 296 (8.63%) Data Mining
7 246 (7.17%) SQL Server Analysis Services
8 244 (7.11%) Relational Database
9 184 (5.36%) Hadoop
10 166 (4.84%) QlikView
11 156 (4.55%) SQL Server 2008
12 103 (3.00%) SQL Server 2012
13 84 (2.45%) OLAP
14 81 (2.36%) NoSQL
15 76 (2.22%) MySQL
16 72 (2.10%) Apache Hive
17 69 (2.01%) Microsoft Analysis Services
18 66 (1.92%) MongoDB
19 63 (1.84%) MS Access
20 62 (1.81%) Oracle Database
Development Applications
1 74 (2.16%) Team Foundation Server
2 61 (1.78%) Visual Studio
3 42 (1.22%) ERwin
4 33 (0.96%) Toad
5 27 (0.79%) Git (software)
6 26 (0.76%) JIRA
7 19 (0.55%) SQL Server Management Studio (SSMS)
8 16 (0.47%) JUnit
8 16 (0.47%) Jenkins
9 15 (0.44%) Talend Open Studio
10 14 (0.41%) Oracle APEX
10 14 (0.41%) Selenium
10 14 (0.41%) Subversion
11 11 (0.32%) Yeoman
12 9 (0.26%) Jasmine
12 9 (0.26%) Cucumber
13 8 (0.23%) Maven
13 8 (0.23%) VSS/SourceSafe
13 8 (0.23%) EasyMock
14 6 (0.17%) IntelliJ
General
1 1112 (32.41%) Finance
2 421 (12.27%) Marketing
3 368 (10.73%) Banking
4 236 (6.88%) Retail
5 127 (3.70%) Investment Banking
6 113 (3.29%) Telecoms
7 72 (2.10%) Advertising
8 62 (1.81%) Legal
9 59 (1.72%) Manufacturing
10 54 (1.57%) Publishing
11 50 (1.46%) Electronics
11 50 (1.46%) Financial Institution
12 44 (1.28%) Billing
13 42 (1.22%) Back Office
14 37 (1.08%) Games
15 31 (0.90%) Front Office
15 31 (0.90%) Law
16 22 (0.64%) Retail Banking
17 20 (0.58%) General Ledger
17 20 (0.58%) Multimedia
Job Titles
1 1673 (48.76%) Analyst
2 601 (17.52%) Business Analyst
3 572 (16.67%) Developer
4 549 (16.00%) Data Analyst
5 157 (4.58%) Consultant
6 148 (4.31%) Architect
7 135 (3.93%) Senior Analyst
8 127 (3.70%) Data Scientist
9 116 (3.38%) Business Intelligence Developer
10 102 (2.97%) MI Analyst
11 101 (2.94%) Business Intelligence Analyst
12 100 (2.91%) SQL Developer
13 80 (2.33%) Data Manager
14 78 (2.27%) Junior
14 78 (2.27%) Support Analyst
15 76 (2.22%) Data Architect
16 75 (2.19%) Systems Analyst
17 72 (2.10%) Senior Developer
17 72 (2.10%) Analyst Developer
18 68 (1.98%) Administrator
Libraries, Frameworks & Software Standards
1 299 (8.71%) .NET
2 150 (4.37%) HTML
3 136 (3.96%) ASP.NET
4 117 (3.41%) XML
5 81 (2.36%) CSS
6 63 (1.84%) ASP.NET MVC
7 62 (1.81%) WCF
8 56 (1.63%) jQuery
9 54 (1.57%) .NET Framework
10 47 (1.37%) Web Services
11 40 (1.17%) Entity Framework
12 39 (1.14%) HTML5
13 35 (1.02%) AngularJS
14 34 (0.99%) MDX
15 31 (0.90%) Spring
16 27 (0.79%) REST
17 25 (0.73%) RESTful
18 23 (0.67%) Ajax
19 22 (0.64%) Middleware
19 22 (0.64%) WinForms
Miscellaneous
1 1032 (30.08%) Analytical Skills
2 272 (7.93%) Computer Science
3 258 (7.52%) Mathematics
4 253 (7.37%) Visualisation
5 252 (7.34%) Statistics
6 239 (6.97%) Management Information System
7 135 (3.93%) Data Integration
8 117 (3.41%) Algorithms
9 99 (2.89%) Data Structures
10 92 (2.68%) Data Extraction
11 81 (2.36%) User Experience
12 59 (1.72%) Credit Risk
12 59 (1.72%) Economics
13 56 (1.63%) Social Media
14 46 (1.34%) Physics
15 41 (1.19%) Enterprise Software
16 40 (1.17%) Derivative
16 40 (1.17%) Reference Data
16 40 (1.17%) Data Centre
17 36 (1.05%) Mobile App
Operating Systems
1 153 (4.46%) Windows
2 131 (3.82%) UNIX
3 114 (3.32%) Linux
4 42 (1.22%) Windows Server 2008
5 33 (0.96%) Windows 7
6 21 (0.61%) Windows Server 2012
6 21 (0.61%) Windows Server 2003
7 20 (0.58%) Windows XP
8 18 (0.52%) Android
9 9 (0.26%) Windows Mobile
10 8 (0.23%) Solaris
10 8 (0.23%) Apple iOS
11 4 (0.12%) Windows 8
12 3 (0.087%) Windows NT
12 3 (0.087%) AIX
12 3 (0.087%) Ubuntu
12 3 (0.087%) Windows Vista
13 2 (0.058%) Windows 2000
13 2 (0.058%) Windows Phone 8
13 2 (0.058%) Windows Phone
Processes & Methodologies
1 934 (27.22%) Business Intelligence
2 777 (22.65%) Analytics
3 541 (15.77%) Data Modelling
4 465 (13.55%) Agile Software Development
5 462 (13.47%) ETL
6 461 (13.44%) Project Management
7 406 (11.83%) Business Analysis
8 348 (10.14%) Data Management
9 316 (9.21%) CRM
10 201 (5.86%) Stakeholder Management
11 195 (5.68%) PRINCE2
12 185 (5.39%) SDLC
13 180 (5.25%) User Acceptance Testing
14 161 (4.69%) Data Analytics
15 157 (4.58%) Data Architecture
16 144 (4.20%) Change Management
17 143 (4.17%) ITIL
18 132 (3.85%) TDD
19 124 (3.61%) Statistical Analysis
20 123 (3.58%) Migration
Programming Languages
1 1632 (47.57%) SQL
2 341 (9.94%) T-SQL
3 322 (9.39%) C#
4 266 (7.75%) Java
5 217 (6.32%) Python
6 215 (6.27%) R
7 200 (5.83%) JavaScript
8 196 (5.71%) VBA
9 138 (4.02%) C++
10 116 (3.38%) PL/SQL
11 108 (3.15%) C
12 74 (2.16%) MATLAB
13 61 (1.78%) VB
14 60 (1.75%) PHP
15 55 (1.60%) Shell Script
16 42 (1.22%) PowerShell
17 41 (1.19%) Perl
18 39 (1.14%) VB.NET
19 34 (0.99%) Ruby
20 33 (0.96%) Scala
Qualifications
1 752 (21.92%) Degree
2 88 (2.56%) PhD
3 73 (2.13%) ISEB
4 52 (1.52%) Microsoft Certification
5 51 (1.49%) Security Cleared
6 35 (1.02%) PRINCE2 Certification
7 19 (0.55%) PMI Certification
7 19 (0.55%) ITIL Certification
8 18 (0.52%) MCP
8 18 (0.52%) Cisco Certification
8 18 (0.52%) SC Cleared
9 17 (0.50%) ISTQB
10 16 (0.47%) MCITP
10 16 (0.47%) CCNP
11 12 (0.35%) CISA
12 11 (0.32%) MCSE
12 11 (0.32%) CISSP
13 10 (0.29%) Oracle Certification
13 10 (0.29%) PMP
14 9 (0.26%) HND
Quality Assurance & Compliance
1 175 (5.10%) QA
2 88 (2.56%) Data Quality
3 74 (2.16%) SLA
4 29 (0.85%) CRD IV
5 21 (0.61%) Basel II
6 20 (0.58%) Basel III
7 19 (0.55%) MiFID
8 18 (0.52%) EMIR
9 14 (0.41%) ISO 9001
10 8 (0.23%) Solvency II
11 3 (0.087%) TickIT
11 3 (0.087%) Sarbanes-Oxley
12 2 (0.058%) GxP
12 2 (0.058%) P3O
13 1 (0.029%) Dodd-Frank
13 1 (0.029%) 21 CFR Part 11
13 1 (0.029%) GAMP
13 1 (0.029%) BS25999
13 1 (0.029%) ISO/IEC 27001
13 1 (0.029%) COBIT
System Software
1 22 (0.64%) VMware Infrastructure
2 21 (0.61%) Active Directory
3 11 (0.32%) VirtualBox
4 10 (0.29%) HDFS
5 5 (0.15%) LXC
5 5 (0.15%) Slurm Workload Manager
5 5 (0.15%) Docker
5 5 (0.15%) KVM
5 5 (0.15%) VMware ESXi
5 5 (0.15%) Xen
6 4 (0.12%) Firmware
6 4 (0.12%) XenApp
7 3 (0.087%) XenDesktop
7 3 (0.087%) Hyper-V
7 3 (0.087%) vSphere
7 3 (0.087%) Microsoft App-V
8 2 (0.058%) VMware ESX
9 1 (0.029%) iptables
9 1 (0.029%) Snort
9 1 (0.029%) Oracle RAC
Systems Management
1 24 (0.70%) HP Quality Center
2 11 (0.32%) Vagrant
3 10 (0.29%) SCCM
4 8 (0.23%) CiscoWorks
4 8 (0.23%) Systems Management Server (SMS)
4 8 (0.23%) Oracle EDQ
4 8 (0.23%) TrustSec
5 6 (0.17%) SCOM
6 5 (0.15%) Mesos
7 4 (0.12%) Cisco CUCM
8 3 (0.087%) XenMobile
9 1 (0.029%) ZABBIX
9 1 (0.029%) Control-M
Vendors
1 660 (19.24%) Microsoft
2 509 (14.84%) Oracle
3 211 (6.15%) Tableau
4 204 (5.95%) SAP
5 150 (4.37%) Business Objects
6 138 (4.02%) IBM
7 114 (3.32%) Teradata
8 112 (3.26%) Cognos
9 102 (2.97%) Google
10 78 (2.27%) Informatica
11 59 (1.72%) Salesforce.com
12 53 (1.54%) MicroStrategy
13 42 (1.22%) Netezza
14 41 (1.19%) Cisco
15 34 (0.99%) CA
16 30 (0.87%) Omniture
16 30 (0.87%) Siebel
17 27 (0.79%) Adobe
18 25 (0.73%) Ab Initio
18 25 (0.73%) Trillium
City, London
RecruitmentRevolution.com Limited
Salary: Competitive Market Salary plus Benefits
Posted: Yesterday
City, London
Experis Ltd
Salary: £30000 - £45000 per annum
Posted: Yesterday
Nottingham, Nottinghamshire
Experian
Salary: £Generous
Posted: Yesterday
London
Digitech Resourcing Ltd
Salary: From £50,000 to £80,000 per annum
Posted: Yesterday
Dunstable, Bedfordshire
ARC IT Recruitment Ltd
Salary: £45000 - £55000 Per Annum
Posted: Yesterday
Exeter, Devon
Senitor Associates
Salary: £35000 - £40000 per annum + Benefits
Posted: Yesterday
Reading, Berkshire
HAYS INFORMATION TECHNOLOGY
Salary: £3300 - £40000 per annum
Posted: Yesterday
Bristol, Avon
X4 Group
Salary: £30k - 40k per year
Posted: Yesterday
Epsom, Surrey
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £50000 - £65000 Per Annum Benefits
Posted: Yesterday
Reading, Berkshire
HAYS INFORMATION TECHNOLOGY
Salary: £26000 - £28000 per annum + benefits
Posted: Yesterday
London
Hays Finance Technology
Salary: £50000.00 - £65000.00 per annum
Posted: Yesterday
Rugby, Warwickshire
ReThink Recruitment
Salary: £22000.00 - £25000.00 per annum + Benefits
Posted: Yesterday
Leeds, West Yorkshire
Experis Ltd
Salary: £50000.00 per annum + Excellet Bonus & Benefits
Posted: Yesterday
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £35,000 to £45,000 per annum plus excellent additional benefits
Posted: Yesterday
London
Executive Recruitment Services (ERS)
Salary: £10000 - £40000 per annum
Posted: Yesterday
London
Hays Finance Technology
Salary: £70000.00 - £100000.00 per annum + Bonus and Benefits
Posted: Yesterday
Leamington Spa, Warwickshire
ISL
Posted: Yesterday
Manchester, Lancashire
Adria Solutions Ltd
Salary: £30000 - £45000 per annum + Benefits
Posted: Yesterday
Preston, Lancashire
Adria Solutions Ltd
Salary: £35000 - £45000 per annum + Benefits
Posted: Yesterday
Manchester, Lancashire
Rullion IT Plus
Posted: Yesterday