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 23 January 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
23 Jan 2015
Same period 2014 Same period 2013
Data Analysis
Rank 167 196 220
Rank change year-on-year
+29 +24
Permanent jobs citing Data Analysis 1741 1456 1355
As % of all permanent IT jobs located in England 1.77% 1.50% 1.32%
As % of the Processes & Methodologies category 2.13% 1.82% 1.64%
Number of salaries quoted 1439 1131 1122
Average salary £43,750 £45,000 £43,875
Average salary % change year-on-year
-2.77% +2.56%
90% offered a salary of more than £28,000 £27,500 £27,500
10% offered a salary of more than £65,000 £70,000 £70,000
UK excluding London average salary £37,500 £38,500 £36,000
% change year-on-year
-2.59% +6.94%
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
81572 79828 82463
As % of all permanent IT jobs located in England 82.71% 82.32% 80.17%
Number of salaries quoted 67788 64492 70597
Average salary £48,250 £47,500 £45,000
Average salary % change year-on-year
+1.57% +5.55%
90% offered a salary of more than £31,500 £31,000 £30,000
10% offered a salary of more than £73,000 £70,000 £75,000
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +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 23 January 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 23 January 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 +26 858 £50,000 -7.40% 129
South East +42 326 £40,000 -5.88% 48
North West +37 126 £35,000 +9.37% 17
East of England +19 119 £40,000 - 17
West Midlands -4 106 £37,500 - 15
South West -12 90 £35,000 -7.28% 28
Yorkshire 0 67 £33,000 -17.50% 22
East Midlands +17 36 £36,000 +22.55% 7
North East -13 11 £40,000 +33.33% 2
Midlands -5 1 £45,000 +5.88%
Data Analysis
UK

Data Analysis
Top 30 Related IT Skills in England

For the 6 months to 23 January 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 1665 (46.46%) SQL
2 1116 (31.14%) Finance
3 911 (25.42%) Analytical Skills
4 900 (25.11%) Business Intelligence
5 877 (24.47%) SQL Server
6 799 (22.29%) Degree
7 716 (19.98%) Analytics
8 690 (19.25%) Microsoft
9 670 (18.69%) MS Excel
10 543 (15.15%) Agile Software Development
11 529 (14.76%) SQL Server Reporting Services
12 476 (13.28%) Data Warehouse
13 464 (12.95%) Data Modelling
14 452 (12.61%) Oracle
15 448 (12.50%) SQL Server Integration Services
16 415 (11.58%) Project Management
17 414 (11.55%) ETL
18 408 (11.38%) Marketing
19 387 (10.80%) Business Analysis
20 349 (9.74%) SAS
21 322 (8.98%) Data Mining
22 316 (8.82%) T-SQL
23 310 (8.65%) MS Office
23 310 (8.65%) CRM
24 297 (8.29%) Banking
25 294 (8.20%) Mathematics
26 290 (8.09%) SQL Server Analysis Services
27 287 (8.01%) Java
28 282 (7.87%) .NET
29 279 (7.78%) Data Management

Data Analysis
Top Related IT Skills in England by Category

For the 6 months to 23 January 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
1 349 (9.74%) SAS
2 179 (4.99%) SharePoint
3 32 (0.89%) Apache Pig
4 31 (0.86%) CMS
5 28 (0.78%) BizTalk Server
5 28 (0.78%) IIS
6 22 (0.61%) SharePoint 2013
7 19 (0.53%) MS Exchange
8 18 (0.50%) SharePoint 2010
8 18 (0.50%) Apache Spark
9 15 (0.42%) JBoss
10 14 (0.39%) WebSphere
11 12 (0.33%) Tomcat
12 11 (0.31%) Exchange Server 2010
12 11 (0.31%) Exchange Server 2007
13 10 (0.28%) WebLogic
13 10 (0.28%) Apache
13 10 (0.28%) Alfresco
13 10 (0.28%) Lync
14 9 (0.25%) Documentum
Applications
1 670 (18.69%) MS Excel
2 310 (8.65%) MS Office
3 156 (4.35%) SPSS
4 150 (4.19%) MS PowerPoint
5 115 (3.21%) MS Visio
6 106 (2.96%) PowerPivot
7 63 (1.76%) MS Project
8 30 (0.84%) Spreadsheet
9 24 (0.67%) FastStats
10 13 (0.36%) Weka
10 13 (0.36%) Photoshop
10 13 (0.36%) Simulink
11 10 (0.28%) Stata
11 10 (0.28%) CPLEX
12 3 (0.084%) S-PLUS
12 3 (0.084%) Adobe Illustrator
13 2 (0.056%) Mathematica
14 1 (0.028%) Maple
14 1 (0.028%) Adobe Captivate
14 1 (0.028%) InDesign
Business Applications
1 97 (2.71%) Google Analytics
2 45 (1.26%) Dynamics CRM
3 20 (0.56%) Cognos TM1
4 19 (0.53%) Markit EDM
4 19 (0.53%) WebTrends
5 18 (0.50%) Cognos Business Intelligence
6 17 (0.47%) SAP InfiniteInsight
7 13 (0.36%) SiteCatalyst
8 11 (0.31%) Dynamics AX
9 10 (0.28%) assyst
9 10 (0.28%) Radian6
10 9 (0.25%) Oracle Retail
10 9 (0.25%) SAP ERP
11 8 (0.22%) Hyperion Planning
12 7 (0.20%) OpenX
12 7 (0.20%) Remedy ITSM
12 7 (0.20%) Agresso
13 6 (0.17%) Oracle EBS
13 6 (0.17%) SalesLogix
13 6 (0.17%) Cognos Planning
Cloud Services
1 58 (1.62%) SaaS
2 29 (0.81%) Office 365
3 19 (0.53%) Amazon AWS
4 18 (0.50%) Cloud Computing
5 12 (0.33%) Microsoft Azure
6 7 (0.20%) Amazon SQS
7 5 (0.14%) SuccessFactors
8 3 (0.084%) PaaS
9 2 (0.056%) Amazon EC2
9 2 (0.056%) Google Cloud Platform
10 1 (0.028%) MailChimp
10 1 (0.028%) Force.com
Communications & Networking
1 63 (1.76%) Internet
2 58 (1.62%) Firewall
3 33 (0.92%) TCP/IP
4 28 (0.78%) VPN
4 28 (0.78%) Network Security
5 26 (0.73%) LAN
5 26 (0.73%) WAN
6 22 (0.61%) SAN
7 20 (0.56%) BGP
7 20 (0.56%) MPLS
7 20 (0.56%) OSPF
8 18 (0.50%) Wireless
8 18 (0.50%) Ethernet
8 18 (0.50%) Intranet
8 18 (0.50%) VLAN
9 16 (0.45%) Intrusion Detection
9 16 (0.45%) iSCSI
10 14 (0.39%) Wi-Fi
10 14 (0.39%) Multicast
11 12 (0.33%) FTP
Database & Business Intelligence
1 877 (24.47%) SQL Server
2 529 (14.76%) SQL Server Reporting Services
3 476 (13.28%) Data Warehouse
4 448 (12.50%) SQL Server Integration Services
5 322 (8.98%) Data Mining
6 290 (8.09%) SQL Server Analysis Services
7 277 (7.73%) Relational Database
8 216 (6.03%) SQL Server 2008
9 198 (5.52%) Big Data
10 159 (4.44%) Hadoop
11 112 (3.13%) QlikView
12 111 (3.10%) Oracle Database
13 101 (2.82%) MS Access
14 96 (2.68%) Crystal Reports
14 96 (2.68%) MySQL
15 83 (2.32%) NoSQL
16 76 (2.12%) SQL Server 2012
17 71 (1.98%) OLAP
18 69 (1.93%) Oracle Database 11g
19 67 (1.87%) BusinessObjects
Development Applications
1 58 (1.62%) Team Foundation Server
2 47 (1.31%) Visual Studio
3 28 (0.78%) Git (software)
4 27 (0.75%) Subversion
5 22 (0.61%) JIRA
6 19 (0.53%) SQL Server Management Studio (SSMS)
6 19 (0.53%) Toad
6 19 (0.53%) ERwin
7 18 (0.50%) Talend Open Studio
8 17 (0.47%) Cucumber
9 14 (0.39%) Selenium
10 13 (0.36%) LSMW
11 11 (0.31%) Maven
12 10 (0.28%) Jenkins
13 8 (0.22%) Oracle APEX
14 7 (0.20%) JsTestDriver
14 7 (0.20%) Eclipse
14 7 (0.20%) Dreamweaver
15 6 (0.17%) SpecFlow
16 4 (0.11%) JMeter
General
1 1116 (31.14%) Finance
2 408 (11.38%) Marketing
3 297 (8.29%) Banking
4 214 (5.97%) Retail
5 106 (2.96%) Investment Banking
6 96 (2.68%) Advertising
7 93 (2.59%) Legal
8 89 (2.48%) Telecoms
9 49 (1.37%) Publishing
10 47 (1.31%) Law
11 40 (1.12%) Manufacturing
12 39 (1.09%) Front Office
13 38 (1.06%) Billing
14 36 (1.00%) Games
15 35 (0.98%) Electronics
16 31 (0.86%) Back Office
17 28 (0.78%) Financial Institution
18 27 (0.75%) Pharmaceutical
19 26 (0.73%) French Language
20 21 (0.59%) Military
Job Titles
1 1887 (52.65%) Analyst
2 706 (19.70%) Business Analyst
3 643 (17.94%) Developer
4 588 (16.41%) Data Analyst
5 182 (5.08%) Consultant
6 168 (4.69%) Senior Analyst
7 159 (4.44%) Business Intelligence Developer
8 124 (3.46%) Business Intelligence Analyst
9 108 (3.01%) Systems Analyst
10 107 (2.99%) MI Analyst
11 99 (2.76%) Architect
11 99 (2.76%) Support Analyst
12 91 (2.54%) Data Scientist
13 85 (2.37%) Senior Developer
14 82 (2.29%) Analyst Developer
15 81 (2.26%) SQL Developer
15 81 (2.26%) Administrator
16 80 (2.23%) Report Analyst
17 78 (2.18%) Applications Support
18 74 (2.06%) Graduate
Libraries, Frameworks & Software Standards
1 282 (7.87%) .NET
2 165 (4.60%) HTML
3 154 (4.30%) XML
4 130 (3.63%) ASP.NET
5 82 (2.29%) Web Services
6 71 (1.98%) CSS
7 55 (1.53%) jQuery
8 53 (1.48%) ASP.NET MVC
9 51 (1.42%) .NET Framework
10 46 (1.28%) WCF
11 45 (1.26%) HTML5
12 33 (0.92%) RESTful
12 33 (0.92%) JSON
13 32 (0.89%) ADO.NET Entity Framework
14 31 (0.86%) Spring
15 29 (0.81%) XSLT
16 27 (0.75%) MDX
17 22 (0.61%) Ajax
17 22 (0.61%) REST
17 22 (0.61%) CSS3
Miscellaneous
1 911 (25.42%) Analytical Skills
2 294 (8.20%) Mathematics
3 260 (7.25%) Management Information System
4 255 (7.11%) Computer Science
5 253 (7.06%) Statistics
6 215 (6.00%) Visualisation
7 194 (5.41%) Algorithms
8 128 (3.57%) Data Integration
9 88 (2.46%) Data Structures
10 79 (2.20%) Economics
11 73 (2.04%) User Experience
12 70 (1.95%) Data Extraction
13 58 (1.62%) Credit Risk
14 48 (1.34%) Physics
15 46 (1.28%) Open Source
16 43 (1.20%) Derivative
17 41 (1.14%) Equities
17 41 (1.14%) Social Media
18 38 (1.06%) Reference Data
19 36 (1.00%) Fixed Income
Operating Systems
1 188 (5.25%) Windows
2 135 (3.77%) Linux
3 117 (3.26%) UNIX
4 82 (2.29%) Windows Server 2008
5 52 (1.45%) Windows Server 2012
6 43 (1.20%) Windows 7
7 36 (1.00%) Windows Server 2003
8 27 (0.75%) Windows XP
9 16 (0.45%) Android
10 15 (0.42%) Windows 8
11 10 (0.28%) CentOS
12 9 (0.25%) Apple iOS
13 6 (0.17%) Mac OS X
14 5 (0.14%) Solaris
15 4 (0.11%) Ubuntu
15 4 (0.11%) Windows Mobile
15 4 (0.11%) Windows 2000 Server
16 3 (0.084%) Red Hat Enterprise Linux
16 3 (0.084%) Windows Vista
16 3 (0.084%) Windows NT
Processes & Methodologies
1 900 (25.11%) Business Intelligence
2 716 (19.98%) Analytics
3 543 (15.15%) Agile Software Development
4 464 (12.95%) Data Modelling
5 415 (11.58%) Project Management
6 414 (11.55%) ETL
7 387 (10.80%) Business Analysis
8 310 (8.65%) CRM
9 279 (7.78%) Data Management
10 203 (5.66%) ITIL
11 192 (5.36%) Stakeholder Management
12 184 (5.13%) Migration
13 183 (5.11%) User Acceptance Testing
14 155 (4.32%) E-Commerce
15 139 (3.88%) Continuous Improvement
16 138 (3.85%) Data Cleansing
17 135 (3.77%) Software Engineering
18 131 (3.66%) Scrum
18 131 (3.66%) Change Management
19 127 (3.54%) Data Analytics
Programming Languages
1 1665 (46.46%) SQL
2 316 (8.82%) T-SQL
3 287 (8.01%) Java
4 275 (7.67%) C#
5 240 (6.70%) Python
6 182 (5.08%) VBA
7 171 (4.77%) R
8 151 (4.21%) C++
9 150 (4.19%) JavaScript
10 101 (2.82%) PL/SQL
11 80 (2.23%) C
12 79 (2.20%) MATLAB
13 70 (1.95%) Perl
14 65 (1.81%) PHP
15 64 (1.79%) VB
16 43 (1.20%) VB.NET
17 38 (1.06%) Shell Script
17 38 (1.06%) Ruby
18 32 (0.89%) Scala
19 26 (0.73%) PowerShell
Qualifications
1 799 (22.29%) Degree
2 106 (2.96%) PhD
3 91 (2.54%) ISEB
4 54 (1.51%) Microsoft Certification
4 54 (1.51%) Security Cleared
5 28 (0.78%) Cisco Certification
6 25 (0.70%) ITIL Certification
6 25 (0.70%) CCNA
7 20 (0.56%) Oracle Certification
7 20 (0.56%) CCNP
8 19 (0.53%) SC Cleared
8 19 (0.53%) OCP
8 19 (0.53%) MCSE
9 16 (0.45%) MCP
9 16 (0.45%) MCITP
10 14 (0.39%) HND
10 14 (0.39%) PRINCE2 Certification
11 12 (0.33%) HNC
11 12 (0.33%) Chartered Engineer
12 11 (0.31%) CISA
Quality Assurance & Compliance
1 194 (5.41%) QA
2 87 (2.43%) SLA
3 68 (1.90%) Data Quality
4 24 (0.67%) ISO/IEC 27001
5 17 (0.47%) ISO 9001
6 9 (0.25%) Sarbanes-Oxley
7 8 (0.22%) Basel II
7 8 (0.22%) HL7
8 7 (0.20%) EMIR
9 6 (0.17%) ISO 14001
9 6 (0.17%) GAMP
9 6 (0.17%) MiFID
9 6 (0.17%) ISO/IEC 20000
10 5 (0.14%) COREP
10 5 (0.14%) Basel III
10 5 (0.14%) 21 CFR Part 11
11 4 (0.11%) COBIT
11 4 (0.11%) FINREP
11 4 (0.11%) CRD IV
12 2 (0.056%) GxP
System Software
1 21 (0.59%) VMware Infrastructure
2 20 (0.56%) Active Directory
3 14 (0.39%) Oracle RAC
4 13 (0.36%) Hyper-V
5 8 (0.22%) HDFS
6 5 (0.14%) vSphere
7 3 (0.084%) Oracle RMAN
7 3 (0.084%) VMware ESX
8 2 (0.056%) Microsoft App-V
8 2 (0.056%) Terminal Services
8 2 (0.056%) NFS
8 2 (0.056%) VMware ESXi
8 2 (0.056%) XenApp
8 2 (0.056%) XenDesktop
9 1 (0.028%) Firmware
Systems Management
1 19 (0.53%) Data Guard
2 15 (0.42%) SCOM
3 13 (0.36%) CiscoWorks
4 10 (0.28%) Cisco CUCM
5 9 (0.25%) Puppet
6 6 (0.17%) Oracle EDQ
7 5 (0.14%) Opscode Chef
7 5 (0.14%) Control-M
8 4 (0.11%) Nagios
8 4 (0.11%) SCCM
8 4 (0.11%) Ganglia
8 4 (0.11%) Zenoss
9 3 (0.084%) EMC NetWorker
9 3 (0.084%) Oracle Enterprise Manager
9 3 (0.084%) Systems Management Server (SMS)
10 2 (0.056%) Nessus
10 2 (0.056%) XenMobile
11 1 (0.028%) MOM
Vendors
1 690 (19.25%) Microsoft
2 452 (12.61%) Oracle
3 191 (5.33%) SAP
4 176 (4.91%) Business Objects
5 144 (4.02%) Tableau
6 110 (3.07%) Cognos
7 107 (2.99%) Google
8 103 (2.87%) IBM
9 85 (2.37%) Teradata
10 76 (2.12%) Informatica
11 53 (1.48%) Netezza
12 43 (1.20%) PeopleSoft
13 41 (1.14%) Adobe
14 36 (1.00%) Cisco
15 31 (0.86%) Omniture
16 29 (0.81%) Juniper
17 28 (0.78%) Salesforce.com
18 27 (0.75%) VMware
18 27 (0.75%) Red Hat
19 26 (0.73%) F5
London
Harnham
Salary: £40000 - £50000 per annum + exclusive benefits
Posted: 2 hours ago
Billingshurst, West Sussex
Clearwater People Solutions
Salary: £29000 Per Annum
Posted: Yesterday
Birmingham, West Midlands (County)
Spring Technology
Salary: £20000.00 - £30000.00 per annum
Posted: Yesterday
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £40000 per annum + excellent benefits + training
Posted: Yesterday
Cambridge, Cambridgeshire
IT Connections
Salary: £50,000 to £55,000
Posted: Yesterday
Birmingham, West Midlands (County)
4it Recruitment Ltd
Salary: From £35,000 to £45,000 per annum plus additional benefits
Posted: Yesterday
West Yorkshire
Rullion IT Plus
Salary: £40000 - £45000 per annum + Pension, healthcare, Training
Posted: Yesterday
North West London
Vadis People
Salary: £45,000-£50,000
Posted: Yesterday
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £25,000 to £32,000 per annum
Posted: Yesterday
Berkshire
GO Partnership Ltd
Salary: Benefits
Posted: Yesterday
City, London
Hatstand Ltd
Salary: £23000 - £25000 per annum + Pension, healthcare, bonus
Posted: Yesterday
London
Optima Connections
Salary: From £30,000 to £35,000 per annum + Bonus & Benefits
Posted: Yesterday
London
Lorien Resourcing
Salary: £50000 - £55000 per annum
Posted: Yesterday
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: Up to £45,000 per annum plus car allowance and benefits
Posted: Yesterday
Leeds, West Yorkshire
Spring Technology
Salary: £40000.00 - £50000.00 per annum + Bonus + Benefits
Posted: Yesterday
Leeds, West Yorkshire
Parallel Consulting
Salary: £30000 - £32000 per annum + car
Posted: 2 days ago
Birmingham, West Midlands (County)
TLP Consultancy Ltd.
Salary: £35000 - £38000 per annum + Excellent Benefits
Posted: 2 days ago
London
DataSciences Consulting
Salary: Bonus
Posted: 2 days ago
City, London
Boston Hale
Salary: £50000.00 per annum
Posted: 2 days ago
Sheffield, South Yorkshire
Greywood Associates Limited
Salary: £30000 - £35000 per annum + Benefits
Posted: 2 days ago