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 19 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
19 Dec 2014
Same period 2013 Same period 2012
Data Analysis
Rank 168 202 213
Rank change year-on-year
+34 +11
Permanent jobs citing Data Analysis 1867 1481 1523
As % of all permanent IT jobs located in England 1.78% 1.45% 1.40%
As % of the Processes & Methodologies category 2.16% 1.77% 1.75%
Number of salaries quoted 1503 1139 1270
Average salary £43,500 £43,500 £42,500
Average salary % change year-on-year
- +2.35%
90% offered a salary of more than £28,000 £27,500 £27,500
10% offered a salary of more than £65,000 £70,000 £66,900
UK excluding London average salary £37,500 £37,500 £35,000
% change year-on-year
- +7.14%
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
86422 83683 86901
As % of all permanent IT jobs located in England 82.28% 81.85% 79.70%
Number of salaries quoted 71808 67811 74641
Average salary £48,500 £47,500 £45,000
Average salary % change year-on-year
+2.10% +5.55%
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £72,500 £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 19 December 2014.

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 19 December 2014. 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 +35 888 £50,000 -4.76% 117
South East +67 368 £40,000 - 46
North West +50 131 £32,500 +4.83% 13
East of England +5 126 £40,000 +14.28% 14
West Midlands +1 115 £36,000 +2.85% 14
South West +22 111 £35,000 -6.66% 12
Yorkshire -14 67 £32,500 -15.03% 16
East Midlands +24 40 £36,000 +2.85% 8
North East -10 16 £29,000 -7.20% 4
Midlands 0 2 £45,000 +5.88% 1
Data Analysis
UK

Data Analysis
Top 30 Related IT Skills in England

For the 6 months to 19 December 2014, 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 1804 (48.18%) SQL
2 1196 (31.94%) Finance
3 903 (24.12%) Business Intelligence
4 887 (23.69%) SQL Server
5 880 (23.50%) Analytical Skills
6 836 (22.33%) Degree
7 736 (19.66%) Analytics
8 702 (18.75%) Microsoft
9 656 (17.52%) MS Excel
10 561 (14.98%) Agile Software Development
11 520 (13.89%) SQL Server Reporting Services
12 512 (13.68%) Oracle
13 509 (13.60%) Data Warehouse
14 469 (12.53%) Data Modelling
15 451 (12.05%) ETL
16 442 (11.81%) SQL Server Integration Services
17 429 (11.46%) Project Management
18 417 (11.14%) Marketing
19 401 (10.71%) Business Analysis
20 360 (9.62%) SAS
21 320 (8.55%) Data Mining
22 316 (8.44%) T-SQL
22 316 (8.44%) Java
23 311 (8.31%) CRM
24 302 (8.07%) Mathematics
25 292 (7.80%) Data Management
26 289 (7.72%) MS Office
27 287 (7.67%) Banking
28 285 (7.61%) Relational Database
29 272 (7.26%) SQL Server Analysis Services

Data Analysis
Top Related IT Skills in England by Category

For the 6 months to 19 December 2014, 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
1 360 (9.62%) SAS
2 173 (4.62%) SharePoint
3 34 (0.91%) Apache Pig
4 32 (0.85%) CMS
5 30 (0.80%) IIS
6 23 (0.61%) BizTalk Server
7 18 (0.48%) MS Exchange
8 17 (0.45%) Apache
8 17 (0.45%) JBoss
9 16 (0.43%) WebSphere
9 16 (0.43%) Apache Spark
10 15 (0.40%) SharePoint 2013
10 15 (0.40%) SharePoint 2010
11 13 (0.35%) Alfresco
12 12 (0.32%) WebLogic
12 12 (0.32%) Tomcat
12 12 (0.32%) Documentum
13 10 (0.27%) Lync
14 9 (0.24%) Exchange Server 2010
14 9 (0.24%) Elasticsearch
Applications
1 656 (17.52%) MS Excel
2 289 (7.72%) MS Office
3 151 (4.03%) SPSS
4 149 (3.98%) MS PowerPoint
5 97 (2.59%) MS Visio
6 93 (2.48%) PowerPivot
7 46 (1.23%) MS Project
8 30 (0.80%) Spreadsheet
9 22 (0.59%) FastStats
10 18 (0.48%) CPLEX
11 16 (0.43%) Photoshop
12 12 (0.32%) Simulink
13 11 (0.29%) Weka
14 8 (0.21%) Stata
15 6 (0.16%) Adobe Illustrator
16 3 (0.080%) InDesign
16 3 (0.080%) S-PLUS
17 2 (0.053%) Mathematica
18 1 (0.027%) Maple
18 1 (0.027%) Adobe Captivate
Business Applications
1 103 (2.75%) Google Analytics
2 37 (0.99%) Dynamics CRM
3 22 (0.59%) WebTrends
4 20 (0.53%) SiteCatalyst
5 18 (0.48%) Cognos TM1
6 16 (0.43%) Oracle EBS
7 15 (0.40%) SAP InfiniteInsight
7 15 (0.40%) Markit EDM
8 14 (0.37%) Cognos Business Intelligence
9 13 (0.35%) Dynamics AX
10 11 (0.29%) Oracle Retail
11 9 (0.24%) Eikon
11 9 (0.24%) 3000 Xtra
11 9 (0.24%) Bloomberg TOMS
11 9 (0.24%) Front Arena
11 9 (0.24%) RMDS
11 9 (0.24%) Oracle Applications
11 9 (0.24%) Summit
12 8 (0.21%) SAP ERP
12 8 (0.21%) assyst
Cloud Services
1 57 (1.52%) SaaS
2 30 (0.80%) Cloud Computing
3 26 (0.69%) Amazon AWS
4 20 (0.53%) Office 365
5 14 (0.37%) Microsoft Azure
6 8 (0.21%) SuccessFactors
7 6 (0.16%) Amazon SQS
8 3 (0.080%) PaaS
8 3 (0.080%) Amazon EC2
9 2 (0.053%) MailChimp
9 2 (0.053%) Google Cloud Platform
10 1 (0.027%) Force.com
Communications & Networking
1 73 (1.95%) Internet
2 60 (1.60%) Firewall
3 53 (1.42%) TCP/IP
4 45 (1.20%) LAN
5 40 (1.07%) WAN
6 32 (0.85%) VPN
7 29 (0.77%) DNS
8 28 (0.75%) Network Security
9 26 (0.69%) Multicast
9 26 (0.69%) SAN
10 25 (0.67%) VLAN
11 24 (0.64%) MPLS
11 24 (0.64%) OSPF
11 24 (0.64%) BGP
12 23 (0.61%) Ethernet
13 20 (0.53%) Intranet
14 19 (0.51%) iSCSI
15 18 (0.48%) Wireless
15 18 (0.48%) DHCP
16 17 (0.45%) Wi-Fi
Database & Business Intelligence
1 887 (23.69%) SQL Server
2 520 (13.89%) SQL Server Reporting Services
3 509 (13.60%) Data Warehouse
4 442 (11.81%) SQL Server Integration Services
5 320 (8.55%) Data Mining
6 285 (7.61%) Relational Database
7 272 (7.26%) SQL Server Analysis Services
8 217 (5.80%) Big Data
9 216 (5.77%) SQL Server 2008
10 151 (4.03%) Hadoop
11 144 (3.85%) Oracle Database
12 104 (2.78%) MS Access
12 104 (2.78%) Crystal Reports
13 101 (2.70%) QlikView
14 100 (2.67%) MySQL
15 84 (2.24%) NoSQL
16 79 (2.11%) Oracle Database 11g
17 72 (1.92%) SQL Server 2012
18 69 (1.84%) BusinessObjects
19 66 (1.76%) OLAP
Development Applications
1 55 (1.47%) Team Foundation Server
2 43 (1.15%) Git (software)
3 38 (1.01%) Visual Studio
4 32 (0.85%) Subversion
5 27 (0.72%) SQL Server Management Studio (SSMS)
6 23 (0.61%) ERwin
7 20 (0.53%) Cucumber
8 18 (0.48%) LSMW
9 17 (0.45%) Selenium
10 16 (0.43%) Talend Open Studio
11 15 (0.40%) Jenkins
12 14 (0.37%) Toad
13 13 (0.35%) JIRA
14 11 (0.29%) Mercurial
15 10 (0.27%) Maven
15 10 (0.27%) Dreamweaver
15 10 (0.27%) Eclipse
16 9 (0.24%) Visual Studio Team System
17 8 (0.21%) SpecFlow
18 7 (0.19%) JsTestDriver
General
1 1196 (31.94%) Finance
2 417 (11.14%) Marketing
3 287 (7.67%) Banking
4 233 (6.22%) Retail
5 104 (2.78%) Investment Banking
6 101 (2.70%) Advertising
7 91 (2.43%) Telecoms
8 90 (2.40%) Legal
9 66 (1.76%) Publishing
10 60 (1.60%) Law
11 50 (1.34%) Front Office
12 49 (1.31%) Games
13 45 (1.20%) Manufacturing
14 40 (1.07%) Back Office
15 37 (0.99%) Billing
16 33 (0.88%) Electronics
17 32 (0.85%) Pharmaceutical
18 27 (0.72%) French Language
19 24 (0.64%) Aerospace
20 23 (0.61%) Automotive
Job Titles
1 2025 (54.09%) Analyst
2 747 (19.95%) Business Analyst
3 684 (18.27%) Developer
4 613 (16.37%) Data Analyst
5 198 (5.29%) Consultant
6 193 (5.15%) Senior Analyst
7 145 (3.87%) Business Intelligence Developer
8 126 (3.37%) Business Intelligence Analyst
9 125 (3.34%) MI Analyst
10 120 (3.21%) Systems Analyst
11 112 (2.99%) Senior Developer
12 109 (2.91%) Support Analyst
13 102 (2.72%) Report Analyst
14 96 (2.56%) Analyst Developer
15 94 (2.51%) Architect
16 93 (2.48%) Data Scientist
17 78 (2.08%) Applications Support
17 78 (2.08%) Java Developer
18 74 (1.98%) SQL Developer
19 73 (1.95%) Insight Analyst
Libraries, Frameworks & Software Standards
1 253 (6.76%) .NET
2 193 (5.15%) HTML
3 150 (4.01%) XML
4 106 (2.83%) ASP.NET
5 101 (2.70%) Web Services
6 91 (2.43%) CSS
7 56 (1.50%) HTML5
8 52 (1.39%) .NET Framework
9 47 (1.26%) WCF
10 42 (1.12%) jQuery
11 40 (1.07%) ASP.NET MVC
12 36 (0.96%) XSLT
13 32 (0.85%) J2EE
13 32 (0.85%) JSON
13 32 (0.85%) Spring
13 32 (0.85%) CSS3
14 30 (0.80%) RESTful
15 29 (0.77%) ADO.NET Entity Framework
16 27 (0.72%) MDX
16 27 (0.72%) SOAP
Miscellaneous
1 880 (23.50%) Analytical Skills
2 302 (8.07%) Mathematics
3 268 (7.16%) Management Information System
4 258 (6.89%) Statistics
4 258 (6.89%) Computer Science
5 217 (5.80%) Visualisation
6 210 (5.61%) Algorithms
7 125 (3.34%) Data Integration
8 100 (2.67%) Data Structures
9 91 (2.43%) Economics
10 87 (2.32%) User Experience
11 69 (1.84%) Data Extraction
12 61 (1.63%) Credit Risk
13 55 (1.47%) Derivative
14 54 (1.44%) Equities
15 50 (1.34%) Social Media
16 48 (1.28%) Open Source
16 48 (1.28%) Physics
17 42 (1.12%) Fixed Income
18 40 (1.07%) Foreign Exchange (FX)
Operating Systems
1 200 (5.34%) Windows
2 162 (4.33%) Linux
3 129 (3.45%) UNIX
4 75 (2.00%) Windows Server 2008
5 49 (1.31%) Windows Server 2012
6 33 (0.88%) Windows 7
7 31 (0.83%) Windows Server 2003
8 20 (0.53%) CentOS
8 20 (0.53%) Windows XP
9 15 (0.40%) Android
10 14 (0.37%) Windows 8
11 11 (0.29%) Red Hat Enterprise Linux
11 11 (0.29%) Apple iOS
12 8 (0.21%) Solaris
13 7 (0.19%) Ubuntu
13 7 (0.19%) Mac OS X
14 5 (0.13%) Windows 2000 Server
15 2 (0.053%) AIX
16 1 (0.027%) Windows Mobile
16 1 (0.027%) Windows Vista
Processes & Methodologies
1 903 (24.12%) Business Intelligence
2 736 (19.66%) Analytics
3 561 (14.98%) Agile Software Development
4 469 (12.53%) Data Modelling
5 451 (12.05%) ETL
6 429 (11.46%) Project Management
7 401 (10.71%) Business Analysis
8 311 (8.31%) CRM
9 292 (7.80%) Data Management
10 215 (5.74%) ITIL
11 201 (5.37%) Stakeholder Management
12 200 (5.34%) Migration
13 186 (4.97%) User Acceptance Testing
14 174 (4.65%) E-Commerce
15 147 (3.93%) Scrum
16 138 (3.69%) Software Engineering
17 135 (3.61%) Continuous Improvement
18 134 (3.58%) TDD
19 132 (3.53%) Data Cleansing
20 128 (3.42%) Data Analytics
Programming Languages
1 1804 (48.18%) SQL
2 316 (8.44%) T-SQL
2 316 (8.44%) Java
3 258 (6.89%) Python
4 247 (6.60%) C#
5 191 (5.10%) VBA
6 161 (4.30%) JavaScript
7 160 (4.27%) R
8 158 (4.22%) C++
9 126 (3.37%) PL/SQL
10 89 (2.38%) MATLAB
11 86 (2.30%) Perl
12 84 (2.24%) C
13 76 (2.03%) VB
14 73 (1.95%) PHP
15 52 (1.39%) Shell Script
16 45 (1.20%) Ruby
17 41 (1.10%) VB.NET
18 28 (0.75%) PowerShell
19 27 (0.72%) Scala
Qualifications
1 836 (22.33%) Degree
2 101 (2.70%) PhD
3 91 (2.43%) ISEB
4 62 (1.66%) Security Cleared
5 43 (1.15%) Microsoft Certification
6 33 (0.88%) Cisco Certification
7 30 (0.80%) CCNA
8 27 (0.72%) SC Cleared
9 25 (0.67%) Oracle Certification
10 24 (0.64%) OCP
10 24 (0.64%) CCNP
11 22 (0.59%) ITIL Certification
12 17 (0.45%) MCSE
13 14 (0.37%) MCP
14 13 (0.35%) CISA
14 13 (0.35%) MCITP
15 12 (0.32%) HND
16 11 (0.29%) HNC
16 11 (0.29%) Chartered Engineer
17 10 (0.27%) RHCE
Quality Assurance & Compliance
1 231 (6.17%) QA
2 84 (2.24%) SLA
3 61 (1.63%) Data Quality
4 37 (0.99%) ISO/IEC 27001
5 18 (0.48%) ISO 9001
6 13 (0.35%) Basel II
7 12 (0.32%) EMIR
8 11 (0.29%) ISO 14001
9 9 (0.24%) Sarbanes-Oxley
9 9 (0.24%) HL7
10 8 (0.21%) Dodd-Frank
11 7 (0.19%) UCITS
12 6 (0.16%) ISO/IEC 20000
12 6 (0.16%) GAMP
13 5 (0.13%) 21 CFR Part 11
13 5 (0.13%) MiFID
13 5 (0.13%) Basel III
13 5 (0.13%) COREP
13 5 (0.13%) CRD IV
14 4 (0.11%) FINREP
System Software
1 29 (0.77%) Active Directory
2 17 (0.45%) Oracle RAC
3 12 (0.32%) VMware Infrastructure
4 11 (0.29%) Hyper-V
5 10 (0.27%) VMware ESX
5 10 (0.27%) Oracle RMAN
5 10 (0.27%) vSphere
6 4 (0.11%) HDFS
7 2 (0.053%) NFS
7 2 (0.053%) XenApp
7 2 (0.053%) XenServer
7 2 (0.053%) Firmware
7 2 (0.053%) Terminal Services
7 2 (0.053%) Tivoli Workload Scheduler
8 1 (0.027%) ISA Server
Systems Management
1 23 (0.61%) Data Guard
2 18 (0.48%) SCOM
3 12 (0.32%) EMC NetWorker
3 12 (0.32%) CiscoWorks
3 12 (0.32%) Oracle Enterprise Manager
4 10 (0.27%) Puppet
5 9 (0.24%) Cisco CUCM
6 7 (0.19%) SCCM
7 6 (0.16%) Nagios
7 6 (0.16%) Opscode Chef
8 5 (0.13%) Control-M
9 4 (0.11%) Oracle EDQ
9 4 (0.11%) Ganglia
9 4 (0.11%) Zenoss
9 4 (0.11%) SolarWinds Orion
10 2 (0.053%) HP Data Protector
10 2 (0.053%) Nessus
10 2 (0.053%) Tivoli
10 2 (0.053%) EdgeSight
11 1 (0.027%) Graphite
Vendors
1 702 (18.75%) Microsoft
2 512 (13.68%) Oracle
3 190 (5.07%) SAP
4 180 (4.81%) Business Objects
5 128 (3.42%) Google
5 128 (3.42%) Tableau
6 122 (3.26%) Cognos
7 95 (2.54%) IBM
8 82 (2.19%) Informatica
9 81 (2.16%) Teradata
10 53 (1.42%) Adobe
10 53 (1.42%) PeopleSoft
11 50 (1.34%) Netezza
12 38 (1.01%) Red Hat
13 36 (0.96%) Cisco
14 34 (0.91%) Bloomberg
15 31 (0.83%) Omniture
16 30 (0.80%) VMware
16 30 (0.80%) Juniper
17 28 (0.75%) F5
London
Big Wednesday Digital Ltd
Posted: 15 hours ago
Birmingham, West Midlands (County)
Spring Technology
Salary: £30000.00 - £40000.00 per annum
Posted: Yesterday
Birmingham, West Midlands (County)
4it Recruitment Ltd
Salary: From £35,000 to £45,000 per annum plus additional benefits
Posted: Yesterday
Manchester, Lancashire
Computer People
Salary: £28000.00 - £38000.00 per annum + Great benefits package
Posted: Yesterday
London
Harnham
Salary: £35000 - £55000 per annum + bonus
Posted: Yesterday
City, London
Westbourne Partners
Salary: From £30,000 to £40,000 per annum
Posted: Yesterday
London
Venturi
Salary: £48000.00 - £52000.00 per annum + Benefits
Posted: Yesterday
Newcastle Upon Tyne, Tyne and Wear
Accenture
Salary: Entry Level up to £45k pa. DOE + Benefits
Posted: Yesterday
Kent
Oscar Associates (UK) Ltd
Salary: £20000 - £25000 per annum
Posted: Yesterday
Manchester, Lancashire
Adria Solutions Ltd
Salary: £30000 - £40000 per annum + Benefits
Posted: Yesterday
London
Salt
Salary: £35000 - £45000 per annum + Excellent Benefits
Posted: Yesterday
Northampton, Northamptonshire
Testing Circle Ltd
Salary: From £50,000 to £65,000 per annum
Posted: Yesterday
London
Engage PSG
Salary: £30000 - £40000 per annum + Benefits
Posted: Yesterday
City, London
Parallel Consulting
Salary: £50000 - £70000 per annum + Bonus
Posted: Yesterday
London
Radley James Ltd
Posted: Yesterday
City, London
Informatiq Consulting
Salary: £40000 - £50000 per annum + bens
Posted: 2 days ago
Manchester, Lancashire
Circle Recruitment
Salary: £30000 - £35000 per annum + Benefits
Posted: 2 days ago
Manchester, Lancashire
Circle Recruitment
Salary: £40000 - £50000 per annum + Benefits
Posted: 2 days ago
City, London
Parallel Consulting
Salary: £50000 - £70000 per annum + Bonus
Posted: 2 days ago