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 28 August 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
28 Aug 2015
Same period 2014 Same period 2013
Data Analysis
Rank 170 168 174
Rank change year-on-year
-2 +6
Permanent jobs citing Data Analysis 1873 1905 1644
As % of all permanent IT jobs located in England 1.83% 1.78% 1.65%
As % of the Processes & Methodologies category 2.15% 2.15% 2.02%
Number of salaries quoted 1454 1548 1278
Average salary £45,000 £45,000 £41,000
Average salary % change year-on-year
- +9.75%
90% offered a salary of more than £29,000 £28,813 £27,500
10% offered a salary of more than £75,000 £70,000 £70,000
UK excluding London average salary £40,000 £38,500 £37,000
% change year-on-year
+3.89% +4.05%
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
86980 88764 81227
As % of all permanent IT jobs located in England 85.08% 82.85% 81.69%
Number of salaries quoted 72449 71450 67160
Average salary £50,000 £49,000 £47,500
Average salary % change year-on-year
+2.04% +3.15%
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £75,000 £72,500 £72,500
UK excluding London average salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%

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 28 August 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 28 August 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 -1 989 £55,000 +6.79% 117
South East +51 308 £40,000 -4.76% 49
North West -40 119 £37,500 +15.38% 27
West Midlands -1 116 £38,500 +2.66% 20
East of England +2 104 £40,000 +1.91% 16
South West -4 99 £40,000 -11.11% 26
East Midlands +11 64 £45,000 +5.88% 6
Yorkshire -48 53 £40,000 +14.28% 15
Midlands -6 9 £42,500 -15.00%
North East -7 3 - - 1
Data Analysis
UK

Data Analysis
Top 30 Related IT Skills in England

For the 6 months to 28 August 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 1812 (50.47%) SQL
2 1227 (34.18%) Finance
3 1113 (31.00%) Analytical Skills
4 1004 (27.97%) Business Intelligence
5 859 (23.93%) SQL Server
6 847 (23.59%) Analytics
7 765 (21.31%) Degree
8 689 (19.19%) Microsoft
9 661 (18.41%) Data Warehouse
10 650 (18.11%) MS Excel
11 578 (16.10%) Agile Software Development
12 556 (15.49%) Data Modelling
13 508 (14.15%) ETL
14 503 (14.01%) Oracle
15 427 (11.89%) SQL Server Reporting Services
16 425 (11.84%) Banking
17 417 (11.62%) Project Management
18 401 (11.17%) Business Analysis
19 397 (11.06%) Marketing
20 393 (10.95%) SQL Server Integration Services
21 368 (10.25%) Big Data
22 358 (9.97%) T-SQL
23 357 (9.94%) Data Management
24 336 (9.36%) SAS
25 312 (8.69%) Java
26 305 (8.50%) Computer Science
27 288 (8.02%) Visualisation
28 284 (7.91%) .NET
29 282 (7.86%) Mathematics
30 280 (7.80%) R

Data Analysis
Top Related IT Skills in England by Category

For the 6 months to 28 August 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
1 336 (9.36%) SAS
2 169 (4.71%) SharePoint
3 54 (1.50%) Apache Pig
4 48 (1.34%) Apache Spark
5 34 (0.95%) Elasticsearch
6 30 (0.84%) IIS
7 28 (0.78%) CMS
8 22 (0.61%) SharePoint 2010
9 18 (0.50%) Apache Solr
10 17 (0.47%) Apache
11 16 (0.45%) SharePoint 2013
12 15 (0.42%) Confluence
12 15 (0.42%) NetWeaver
13 14 (0.39%) WebSphere
14 13 (0.36%) Tomcat
15 12 (0.33%) MS Exchange
16 8 (0.22%) MS Project Server
16 8 (0.22%) FileNet
17 5 (0.14%) Node.js
18 4 (0.11%) WebLogic
Applications
1 650 (18.11%) MS Excel
2 241 (6.71%) MS Office
3 172 (4.79%) SPSS
4 160 (4.46%) MS PowerPoint
5 92 (2.56%) MS Visio
6 50 (1.39%) PowerPivot
7 45 (1.25%) MS Project
8 37 (1.03%) Spreadsheet
9 12 (0.33%) Stata
10 5 (0.14%) S-PLUS
11 4 (0.11%) Mathematica
11 4 (0.11%) Vensim
11 4 (0.11%) FastStats
11 4 (0.11%) GNU Octave
12 3 (0.084%) CPLEX
13 2 (0.056%) Photoshop
14 1 (0.028%) Simulink
14 1 (0.028%) InfoPath
14 1 (0.028%) Open Workbench
14 1 (0.028%) Adobe Illustrator
Business Applications
1 54 (1.50%) Dynamics CRM
2 21 (0.58%) Dynamics NAV
3 16 (0.45%) Dynamics GP
4 14 (0.39%) Oracle General Ledger
5 13 (0.36%) thinkFolio
5 13 (0.36%) Oracle Retail
6 11 (0.31%) Dynamics AX
6 11 (0.31%) Cognos Business Intelligence
7 9 (0.25%) Markit EDM
8 8 (0.22%) Eagle PACE
9 6 (0.17%) Advent Geneva
9 6 (0.17%) Oracle Applications
9 6 (0.17%) Oracle BPM
9 6 (0.17%) Aareon QL
10 5 (0.14%) Unica
11 4 (0.11%) SAP ERP
11 4 (0.11%) Cognos TM1
11 4 (0.11%) BASE24
12 3 (0.084%) LatentZero
12 3 (0.084%) SAP Oil and Gas
Cloud Services
1 88 (2.45%) Amazon AWS
2 72 (2.01%) Google Analytics
3 58 (1.62%) SaaS
4 30 (0.84%) Amazon EMR
4 30 (0.84%) Amazon EC2
4 30 (0.84%) Amazon S3
5 22 (0.61%) Microsoft Azure
6 17 (0.47%) Adobe Analytics
7 16 (0.45%) Cloud Computing
8 14 (0.39%) Office 365
9 6 (0.17%) Virtual Private Cloud
10 4 (0.11%) Sage Pay
11 3 (0.084%) GitHub
12 2 (0.056%) SmartFocus
13 1 (0.028%) IaaS
13 1 (0.028%) Force.com
13 1 (0.028%) Azure Machine Learning
13 1 (0.028%) Veeva
13 1 (0.028%) Google Cloud Platform
13 1 (0.028%) PaaS
Communications & Networking
1 67 (1.87%) Internet
2 51 (1.42%) Firewall
3 33 (0.92%) Network Security
4 32 (0.89%) LAN
5 31 (0.86%) WAN
6 25 (0.70%) TCP/IP
7 24 (0.67%) Intranet
8 23 (0.64%) Intrusion Detection
9 22 (0.61%) DNS
10 17 (0.47%) VPN
11 14 (0.39%) FTP
12 13 (0.36%) SNMP
12 13 (0.36%) SAN
12 13 (0.36%) BGP
13 12 (0.33%) EIGRP
14 10 (0.28%) SSL
14 10 (0.28%) iSCSI
14 10 (0.28%) Cisco IOS
15 9 (0.25%) MPLS
15 9 (0.25%) DHCP
Database & Business Intelligence
1 859 (23.93%) SQL Server
2 661 (18.41%) Data Warehouse
3 427 (11.89%) SQL Server Reporting Services
4 393 (10.95%) SQL Server Integration Services
5 368 (10.25%) Big Data
6 252 (7.02%) Data Mining
7 227 (6.32%) SQL Server Analysis Services
8 226 (6.30%) Relational Database
9 213 (5.93%) Hadoop
10 212 (5.91%) BusinessObjects
11 187 (5.21%) QlikView
12 132 (3.68%) SQL Server 2008
13 98 (2.73%) MongoDB
13 98 (2.73%) SQL Server 2012
14 96 (2.67%) OLAP
15 87 (2.42%) NoSQL
16 86 (2.40%) Oracle Database
17 82 (2.28%) Apache Hive
18 78 (2.17%) Oracle Reports
19 74 (2.06%) MySQL
Development Applications
1 57 (1.59%) Git (software)
2 49 (1.36%) Team Foundation Server
3 46 (1.28%) Visual Studio
4 40 (1.11%) ERwin
5 38 (1.06%) Toad
6 35 (0.97%) JIRA
7 32 (0.89%) Jenkins
8 21 (0.58%) Yeoman
9 19 (0.53%) Oracle APEX
9 19 (0.53%) JUnit
10 15 (0.42%) Selenium
11 13 (0.36%) SQL Server Management Studio (SSMS)
12 12 (0.33%) Maven
12 12 (0.33%) TeamCity
12 12 (0.33%) Oracle Forms
13 11 (0.31%) VSS/SourceSafe
14 10 (0.28%) EasyMock
14 10 (0.28%) Subversion
15 9 (0.25%) ReSharper
15 9 (0.25%) Octopus Deploy
General
1 1227 (34.18%) Finance
2 425 (11.84%) Banking
3 397 (11.06%) Marketing
4 263 (7.33%) Retail
5 150 (4.18%) Telecoms
6 120 (3.34%) Investment Banking
7 84 (2.34%) Back Office
8 75 (2.09%) Legal
9 72 (2.01%) Advertising
10 67 (1.87%) Financial Institution
11 65 (1.81%) Manufacturing
12 58 (1.62%) Front Office
13 52 (1.45%) Publishing
14 46 (1.28%) Billing
15 44 (1.23%) Electronics
16 40 (1.11%) Law
17 29 (0.81%) Multimedia
18 23 (0.64%) Games
19 22 (0.61%) Pharmaceutical
19 22 (0.61%) General Ledger
Job Titles
1 1675 (46.66%) Analyst
2 684 (19.05%) Developer
3 551 (15.35%) Business Analyst
4 519 (14.46%) Data Analyst
5 181 (5.04%) Consultant
6 172 (4.79%) Architect
7 165 (4.60%) Business Intelligence Developer
8 148 (4.12%) Data Scientist
9 147 (4.09%) Senior Analyst
10 133 (3.70%) MI Analyst
11 129 (3.59%) SQL Developer
12 104 (2.90%) Analyst Developer
13 96 (2.67%) Business Intelligence Analyst
14 92 (2.56%) Senior Developer
15 91 (2.53%) Data Architect
16 89 (2.48%) Support Analyst
17 82 (2.28%) Junior
18 75 (2.09%) Data Manager
19 73 (2.03%) Report Analyst
20 72 (2.01%) Graduate
Libraries, Frameworks & Software Standards
1 284 (7.91%) .NET
2 152 (4.23%) HTML
3 118 (3.29%) ASP.NET
4 116 (3.23%) XML
5 80 (2.23%) CSS
6 57 (1.59%) Web Services
7 50 (1.39%) MDX
8 49 (1.36%) jQuery
9 47 (1.31%) AngularJS
10 46 (1.28%) ASP.NET MVC
11 39 (1.09%) WCF
12 37 (1.03%) .NET Framework
13 36 (1.00%) D3.js
14 28 (0.78%) REST
14 28 (0.78%) Spring
14 28 (0.78%) HTML5
15 27 (0.75%) RESTful
15 27 (0.75%) Entity Framework
16 26 (0.72%) Akka
17 25 (0.70%) Hibernate
Miscellaneous
1 1113 (31.00%) Analytical Skills
2 305 (8.50%) Computer Science
3 288 (8.02%) Visualisation
4 282 (7.86%) Mathematics
5 266 (7.41%) Management Information System
6 258 (7.19%) Statistics
7 155 (4.32%) Data Integration
8 116 (3.23%) Algorithms
9 115 (3.20%) Data Structures
10 104 (2.90%) Data Extraction
11 101 (2.81%) User Experience
12 61 (1.70%) Derivative
13 60 (1.67%) Physics
14 59 (1.64%) NHS
15 58 (1.62%) Reference Data
16 53 (1.48%) Social Media
17 49 (1.36%) Credit Risk
17 49 (1.36%) Economics
18 45 (1.25%) Foreign Exchange (FX)
19 42 (1.17%) Freedom of Information
Operating Systems
1 180 (5.01%) Windows
2 170 (4.74%) UNIX
3 158 (4.40%) Linux
4 39 (1.09%) Windows Server 2008
5 17 (0.47%) Solaris
6 16 (0.45%) Windows Server 2003
7 15 (0.42%) Windows Server 2012
8 12 (0.33%) Windows 7
9 11 (0.31%) Apple iOS
10 10 (0.28%) Windows XP
11 9 (0.25%) Android
12 6 (0.17%) Ubuntu
13 4 (0.11%) AIX
14 2 (0.056%) Debian
15 1 (0.028%) Windows 2000
15 1 (0.028%) Mac OS
Processes & Methodologies
1 1004 (27.97%) Business Intelligence
2 847 (23.59%) Analytics
3 578 (16.10%) Agile Software Development
4 556 (15.49%) Data Modelling
5 508 (14.15%) ETL
6 417 (11.62%) Project Management
7 401 (11.17%) Business Analysis
8 357 (9.94%) Data Management
9 248 (6.91%) Stakeholder Management
10 246 (6.85%) CRM
11 236 (6.57%) SDLC
12 185 (5.15%) Scrum
13 171 (4.76%) User Acceptance Testing
14 170 (4.74%) Data Analytics
15 164 (4.57%) Migration
16 161 (4.48%) Data Architecture
17 157 (4.37%) PRINCE2
18 137 (3.82%) UML
19 135 (3.76%) Change Management
20 125 (3.48%) Continuous Improvement
Programming Languages
1 1812 (50.47%) SQL
2 358 (9.97%) T-SQL
3 312 (8.69%) Java
4 280 (7.80%) R
5 271 (7.55%) C#
6 247 (6.88%) JavaScript
7 244 (6.80%) Python
8 231 (6.43%) VBA
9 161 (4.48%) PL/SQL
10 105 (2.92%) C++
11 90 (2.51%) C
12 83 (2.31%) VB
13 73 (2.03%) Shell Script
14 70 (1.95%) MATLAB
15 65 (1.81%) PowerShell
16 61 (1.70%) Perl
17 58 (1.62%) PHP
18 51 (1.42%) Scala
19 48 (1.34%) VB.NET
20 40 (1.11%) VBScript
Qualifications
1 765 (21.31%) Degree
2 74 (2.06%) ISEB
3 71 (1.98%) PhD
4 58 (1.62%) Security Cleared
5 40 (1.11%) Microsoft Certification
6 25 (0.70%) PRINCE2 Certification
7 23 (0.64%) SC Cleared
8 19 (0.53%) PMI Certification
8 19 (0.53%) Cisco Certification
9 16 (0.45%) CISSP
10 15 (0.42%) CCNP
11 13 (0.36%) ITIL Certification
11 13 (0.36%) PMP
11 13 (0.36%) ISTQB
12 11 (0.31%) MCITP
12 11 (0.31%) CISA
13 9 (0.25%) MCP
14 8 (0.22%) CISM
15 7 (0.19%) CIMA
15 7 (0.19%) CCSA
Quality Assurance & Compliance
1 156 (4.35%) QA
2 108 (3.01%) Data Quality
3 58 (1.62%) SLA
4 37 (1.03%) MiFID
5 29 (0.81%) CRD IV
6 21 (0.58%) Solvency II
7 18 (0.50%) EMIR
8 17 (0.47%) Basel II
9 16 (0.45%) Basel III
10 11 (0.31%) ISO 9001
11 7 (0.19%) Sarbanes-Oxley
12 4 (0.11%) TickIT
12 4 (0.11%) ISO 8583
12 4 (0.11%) ISO/IEC 27001
13 3 (0.084%) PCI DSS
14 2 (0.056%) JSP 440
14 2 (0.056%) COREP
14 2 (0.056%) FINREP
15 1 (0.028%) Dodd-Frank
15 1 (0.028%) BS25999
System Software
1 37 (1.03%) Active Directory
2 21 (0.58%) VirtualBox
3 19 (0.53%) VMware Infrastructure
4 12 (0.33%) VMware ESX
5 6 (0.17%) VMware ESXi
6 5 (0.14%) Firmware
7 4 (0.11%) XenApp
7 4 (0.11%) XenServer
8 3 (0.084%) HDFS
9 2 (0.056%) Oracle RAC
9 2 (0.056%) Hyper-V
10 1 (0.028%) vSphere
10 1 (0.028%) Snort
10 1 (0.028%) Microsoft Virtual Server
10 1 (0.028%) Apache Flume
10 1 (0.028%) iptables
Systems Management
1 31 (0.86%) HP Quality Center
2 23 (0.64%) Vagrant
3 9 (0.25%) Control-M
4 8 (0.22%) SCCM
4 8 (0.22%) TrustSec
5 7 (0.19%) Backup Exec
6 5 (0.14%) Cisco IPCC
7 4 (0.11%) Systems Management Server (SMS)
8 3 (0.084%) CiscoWorks
8 3 (0.084%) Nessus
8 3 (0.084%) Oracle EDQ
9 2 (0.056%) Opscode Chef
9 2 (0.056%) WSUS
10 1 (0.028%) EMC NetWorker
10 1 (0.028%) Nagios
10 1 (0.028%) NetBackup
10 1 (0.028%) Puppet
10 1 (0.028%) Cisco CUCM
10 1 (0.028%) SCOM
10 1 (0.028%) HP Data Protector
Vendors
1 689 (19.19%) Microsoft
2 503 (14.01%) Oracle
3 221 (6.16%) Tableau
4 180 (5.01%) SAP
5 151 (4.21%) IBM
6 115 (3.20%) Teradata
7 106 (2.95%) Cognos
8 95 (2.65%) Google
9 78 (2.17%) Informatica
10 66 (1.84%) Salesforce.com
11 43 (1.20%) MicroStrategy
12 36 (1.00%) Splunk
13 35 (0.97%) Cisco
14 34 (0.95%) VMware
14 34 (0.95%) Netezza
15 27 (0.75%) Ab Initio
16 26 (0.72%) CA
17 25 (0.70%) Adobe
17 25 (0.70%) Bloomberg
18 24 (0.67%) HP
East Midlands
Spargonet Consulting Plc
Salary: £55000 - £60000 per annum, Benefits Excellent Company Benefits
Posted: 3 hours ago
Chester, Cheshire
Searchability
Salary: £22000 - £30000 per annum + Benefits
Posted: Yesterday
City, London
Hays Finance Technology
Salary: £400.00 - £500.00 per annum
Posted: 2 days ago
London
ARC IT Recruitment Ltd
Posted: 2 days ago
Portsmouth, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £30000 - £35000 per annum
Posted: 2 days ago
Birmingham, West Midlands (County)
HAYS INFORMATION TECHNOLOGY
Salary: £47032.00 per annum + 40d Hol+Final Sal Pen+Health
Posted: 2 days ago
Reigate, Surrey
Initi8 Recruitment
Salary: £50000 - £60000 Per Annum
Posted: 2 days ago
Solihull, West Midlands (County)
Senitor Associates
Salary: £45000 - £50000 per annum + excellent benefits
Posted: 2 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: Up to £25,000 per annum plus benefits
Posted: 2 days ago
London
Opilio Recruitment
Salary: £30k - 32k per year
Posted: 2 days ago
Halifax, West Yorkshire
Rullion IT Plus
Salary: £40000 - £45000 per annum + benefits
Posted: 2 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £55000 - £65000 per annum + banking bonus + bens
Posted: 2 days ago
Wednesbury, West Midlands (County)
Edge Specialist Recruitment
Salary: £19000 - £24000 per annum + pension plus alot more
Posted: 2 days ago
Milton Keynes, Buckinghamshire
Interact Consulting
Salary: 20-30k
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £65,000 - £85,000 + Excellent Benefits
Posted: 2 days ago
London
IT Retail People Ltd
Salary: Unspecified Excellent package and opportunity
Posted: 2 days ago
Central London / West End
ANSON MCCADE
Salary: £35,000 - £50,000 plus an excellent package
Posted: 2 days ago
Central London / West End
ANSON MCCADE
Salary: £80,000 - £100,000 plus an excellent package
Posted: 2 days ago
City, London
Lorien Resourcing
Salary: £30000 - £35000 per annum + Bonus + Benefits
Posted: 2 days ago
Tadley, Hampshire
Polar Recruitment
Salary: £20000 - £27000 per annum + + benefits
Posted: 2 days ago