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 6 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
6 Jul 2015
Same period 2014 Same period 2013
Data Analysis
Rank 170 162 174
Rank change year-on-year
-8 +12
Permanent jobs citing Data Analysis 1875 1998 1694
As % of all permanent IT jobs located in England 1.84% 1.81% 1.67%
As % of the Processes & Methodologies category 2.18% 2.19% 2.06%
Number of salaries quoted 1460 1626 1310
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 £30,000 £30,000 £27,500
10% offered a salary of more than £72,500 £70,000 £67,500
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
86066 91062 82152
As % of all permanent IT jobs located in England 84.46% 82.72% 80.92%
Number of salaries quoted 71168 74298 68447
Average salary £50,000 £50,000 £47,000
Average salary % change year-on-year
- +6.38%
90% offered a salary of more than £32,500 £32,000 £30,000
10% offered a salary of more than £75,000 £72,500 £74,100
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 6 July 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 6 July 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 -11 955 £52,500 +5.00% 145
South East +18 317 £40,000 -2.43% 40
West Midlands 0 137 £37,500 - 19
North West -10 134 £37,500 +15.38% 30
East of England +26 103 £40,000 - 21
South West -13 78 £38,000 +8.57% 30
East Midlands +13 67 £40,000 - 17
Yorkshire -22 66 £37,500 +7.14% 13
North East -13 9 £31,500 -11.22% 2
Midlands -8 6 £39,000 -2.50%
Data Analysis
UK

Data Analysis
Top 30 Related IT Skills in England

For the 6 months to 6 July 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 1783 (48.92%) SQL
2 1200 (32.92%) Finance
3 1082 (29.68%) Analytical Skills
4 1014 (27.82%) Business Intelligence
5 846 (23.21%) SQL Server
6 823 (22.58%) Analytics
7 777 (21.32%) Degree
8 726 (19.92%) MS Excel
9 685 (18.79%) Microsoft
10 609 (16.71%) Data Warehouse
11 569 (15.61%) Data Modelling
12 528 (14.49%) Oracle
13 526 (14.43%) Agile Software Development
14 493 (13.53%) SQL Server Reporting Services
15 490 (13.44%) ETL
16 470 (12.89%) Project Management
17 416 (11.41%) Marketing
18 408 (11.19%) Banking
19 407 (11.17%) Business Analysis
20 388 (10.64%) SQL Server Integration Services
21 363 (9.96%) Data Management
22 353 (9.68%) Big Data
23 352 (9.66%) T-SQL
24 325 (8.92%) Java
25 322 (8.83%) SAS
26 308 (8.45%) CRM
27 305 (8.37%) C#
28 304 (8.34%) Computer Science
29 300 (8.23%) MS Office
30 289 (7.93%) .NET

Data Analysis
Top Related IT Skills in England by Category

For the 6 months to 6 July 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
1 322 (8.83%) SAS
2 174 (4.77%) SharePoint
3 50 (1.37%) Apache Pig
4 28 (0.77%) SharePoint 2013
4 28 (0.77%) SharePoint 2010
5 25 (0.69%) CMS
6 24 (0.66%) IIS
6 24 (0.66%) Elasticsearch
7 23 (0.63%) Apache Spark
8 20 (0.55%) Confluence
8 20 (0.55%) BizTalk Server
9 17 (0.47%) Apache
10 15 (0.41%) MS Exchange
11 13 (0.36%) NetWeaver
12 12 (0.33%) Tomcat
13 7 (0.19%) Apache Solr
13 7 (0.19%) MS Project Server
14 6 (0.16%) Joomla!
14 6 (0.16%) Node.js
14 6 (0.16%) WebSphere
Applications
1 726 (19.92%) MS Excel
2 300 (8.23%) MS Office
3 188 (5.16%) SPSS
4 163 (4.47%) MS PowerPoint
5 128 (3.51%) MS Visio
6 65 (1.78%) MS Project
7 57 (1.56%) PowerPivot
8 45 (1.23%) Spreadsheet
9 14 (0.38%) Stata
10 8 (0.22%) Weka
11 7 (0.19%) FastStats
12 5 (0.14%) CPLEX
13 4 (0.11%) Mathematica
13 4 (0.11%) Vensim
13 4 (0.11%) Photoshop
14 3 (0.082%) Simulink
15 2 (0.055%) GNU Octave
16 1 (0.027%) Adobe Creative Suite
16 1 (0.027%) InfoPath
16 1 (0.027%) Adobe Illustrator
Business Applications
1 73 (2.00%) Dynamics CRM
2 24 (0.66%) Dynamics NAV
3 19 (0.52%) Dynamics GP
4 18 (0.49%) Oracle General Ledger
5 13 (0.36%) thinkFolio
5 13 (0.36%) Oracle Retail
6 11 (0.30%) Dynamics AX
7 10 (0.27%) Cognos Business Intelligence
7 10 (0.27%) Markit EDM
8 7 (0.19%) Eagle PACE
8 7 (0.19%) Oracle EBS
8 7 (0.19%) Cognos TM1
9 6 (0.16%) Advent Geneva
10 5 (0.14%) Oracle EBS R12
10 5 (0.14%) Oracle Applications
11 4 (0.11%) WebTrends
11 4 (0.11%) Unica
11 4 (0.11%) SAP ERP
11 4 (0.11%) assyst
11 4 (0.11%) Oracle BPM
Cloud Services
1 75 (2.06%) Google Analytics
2 68 (1.87%) Amazon AWS
3 44 (1.21%) SaaS
4 21 (0.58%) Office 365
5 20 (0.55%) Amazon EC2
5 20 (0.55%) Amazon S3
6 17 (0.47%) Microsoft Azure
6 17 (0.47%) Amazon EMR
7 15 (0.41%) Adobe Analytics
8 9 (0.25%) Cloud Computing
9 5 (0.14%) Silverpop
10 4 (0.11%) Virtual Private Cloud
11 2 (0.055%) GitHub
11 2 (0.055%) SmartFocus
12 1 (0.027%) Force.com
12 1 (0.027%) Veeva
12 1 (0.027%) Google Drive
12 1 (0.027%) Azure Machine Learning
Communications & Networking
1 60 (1.65%) Internet
2 37 (1.02%) Firewall
3 26 (0.71%) Network Security
4 24 (0.66%) WAN
5 23 (0.63%) LAN
6 22 (0.60%) TCP/IP
6 22 (0.60%) Intranet
7 15 (0.41%) VPN
8 14 (0.38%) MPLS
8 14 (0.38%) BGP
8 14 (0.38%) Intrusion Detection
9 12 (0.33%) OSPF
9 12 (0.33%) SMS
10 11 (0.30%) EIGRP
10 11 (0.30%) SNMP
10 11 (0.30%) SAN
10 11 (0.30%) Cisco Nexus
11 10 (0.27%) FTP
11 10 (0.27%) HTTP
12 9 (0.25%) DNS
Database & Business Intelligence
1 846 (23.21%) SQL Server
2 609 (16.71%) Data Warehouse
3 493 (13.53%) SQL Server Reporting Services
4 388 (10.64%) SQL Server Integration Services
5 353 (9.68%) Big Data
6 287 (7.87%) Data Mining
7 248 (6.80%) SQL Server Analysis Services
8 235 (6.45%) Relational Database
9 203 (5.57%) Hadoop
10 191 (5.24%) QlikView
11 145 (3.98%) SQL Server 2008
12 102 (2.80%) SQL Server 2012
13 98 (2.69%) OLAP
14 89 (2.44%) NoSQL
15 87 (2.39%) Apache Hive
16 80 (2.19%) Oracle Reports
17 75 (2.06%) MongoDB
18 71 (1.95%) Microsoft Analysis Services
19 69 (1.89%) MySQL
20 68 (1.87%) Oracle Database
Development Applications
1 74 (2.03%) Team Foundation Server
2 62 (1.70%) Visual Studio
3 40 (1.10%) ERwin
4 33 (0.91%) Toad
5 31 (0.85%) Git (software)
6 27 (0.74%) JIRA
7 20 (0.55%) Jenkins
8 19 (0.52%) JUnit
9 17 (0.47%) Oracle APEX
10 16 (0.44%) SQL Server Management Studio (SSMS)
11 15 (0.41%) Selenium
12 13 (0.36%) Talend Open Studio
12 13 (0.36%) Subversion
12 13 (0.36%) Yeoman
13 10 (0.27%) Oracle Forms
13 10 (0.27%) Cucumber
14 9 (0.25%) VSS/SourceSafe
14 9 (0.25%) Maven
14 9 (0.25%) Jasmine
15 8 (0.22%) IntelliJ
General
1 1200 (32.92%) Finance
2 416 (11.41%) Marketing
3 408 (11.19%) Banking
4 247 (6.78%) Retail
5 141 (3.87%) Telecoms
6 132 (3.62%) Investment Banking
7 80 (2.19%) Advertising
8 78 (2.14%) Legal
9 62 (1.70%) Manufacturing
10 60 (1.65%) Publishing
10 60 (1.65%) Back Office
11 51 (1.40%) Electronics
11 51 (1.40%) Financial Institution
12 46 (1.26%) Billing
13 42 (1.15%) Front Office
14 37 (1.02%) Games
15 35 (0.96%) Law
16 29 (0.80%) Multimedia
17 23 (0.63%) Pharmaceutical
17 23 (0.63%) General Ledger
Job Titles
1 1774 (48.67%) Analyst
2 650 (17.83%) Developer
3 593 (16.27%) Business Analyst
4 592 (16.24%) Data Analyst
5 179 (4.91%) Consultant
6 172 (4.72%) Architect
7 154 (4.22%) Senior Analyst
8 149 (4.09%) Data Scientist
9 142 (3.90%) Business Intelligence Developer
10 132 (3.62%) MI Analyst
11 110 (3.02%) SQL Developer
12 93 (2.55%) Analyst Developer
12 93 (2.55%) Senior Developer
12 93 (2.55%) Support Analyst
13 92 (2.52%) Business Intelligence Analyst
14 91 (2.50%) Data Architect
15 81 (2.22%) Junior
16 77 (2.11%) Data Manager
17 73 (2.00%) Systems Analyst
18 71 (1.95%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 289 (7.93%) .NET
2 153 (4.20%) HTML
3 123 (3.37%) ASP.NET
4 118 (3.24%) XML
5 86 (2.36%) CSS
6 60 (1.65%) jQuery
7 59 (1.62%) WCF
8 56 (1.54%) ASP.NET MVC
9 53 (1.45%) Web Services
10 45 (1.23%) MDX
11 40 (1.10%) AngularJS
12 39 (1.07%) HTML5
12 39 (1.07%) .NET Framework
13 34 (0.93%) REST
14 33 (0.91%) Spring
15 30 (0.82%) Entity Framework
16 25 (0.69%) D3.js
16 25 (0.69%) Hibernate
17 23 (0.63%) WinForms
17 23 (0.63%) Natural Language Processing
Miscellaneous
1 1082 (29.68%) Analytical Skills
2 304 (8.34%) Computer Science
3 286 (7.85%) Visualisation
4 271 (7.43%) Mathematics
5 265 (7.27%) Statistics
5 265 (7.27%) Management Information System
6 141 (3.87%) Data Integration
7 123 (3.37%) Algorithms
8 121 (3.32%) Data Structures
9 99 (2.72%) Data Extraction
10 95 (2.61%) User Experience
11 60 (1.65%) Credit Risk
12 59 (1.62%) Social Media
13 58 (1.59%) Economics
14 57 (1.56%) Physics
15 47 (1.29%) Reference Data
15 47 (1.29%) NHS
15 47 (1.29%) Enterprise Software
16 40 (1.10%) Freedom of Information
16 40 (1.10%) Derivative
Operating Systems
1 166 (4.55%) UNIX
2 160 (4.39%) Windows
3 154 (4.22%) Linux
4 33 (0.91%) Windows Server 2008
5 25 (0.69%) Windows 7
6 17 (0.47%) Windows Server 2003
7 16 (0.44%) Windows XP
8 15 (0.41%) Android
9 14 (0.38%) Windows Server 2012
10 12 (0.33%) Solaris
11 8 (0.22%) Windows Mobile
11 8 (0.22%) Apple iOS
12 6 (0.16%) Ubuntu
13 4 (0.11%) AIX
14 3 (0.082%) Windows NT
14 3 (0.082%) Windows 8
14 3 (0.082%) Windows Vista
15 2 (0.055%) Windows 2000
15 2 (0.055%) Windows Phone 8
15 2 (0.055%) Windows Phone
Processes & Methodologies
1 1014 (27.82%) Business Intelligence
2 823 (22.58%) Analytics
3 569 (15.61%) Data Modelling
4 526 (14.43%) Agile Software Development
5 490 (13.44%) ETL
6 470 (12.89%) Project Management
7 407 (11.17%) Business Analysis
8 363 (9.96%) Data Management
9 308 (8.45%) CRM
10 226 (6.20%) Stakeholder Management
11 218 (5.98%) SDLC
12 205 (5.62%) PRINCE2
13 181 (4.97%) User Acceptance Testing
14 167 (4.58%) Data Architecture
15 147 (4.03%) Data Analytics
16 146 (4.01%) Migration
17 141 (3.87%) ITIL
18 139 (3.81%) Change Management
19 130 (3.57%) TDD
20 126 (3.46%) Scrum
Programming Languages
1 1783 (48.92%) SQL
2 352 (9.66%) T-SQL
3 325 (8.92%) Java
4 305 (8.37%) C#
5 256 (7.02%) R
6 236 (6.47%) Python
7 222 (6.09%) JavaScript
8 213 (5.84%) VBA
9 136 (3.73%) PL/SQL
10 126 (3.46%) C++
11 101 (2.77%) C
12 81 (2.22%) VB
13 79 (2.17%) MATLAB
14 67 (1.84%) Shell Script
14 67 (1.84%) PHP
15 52 (1.43%) Perl
16 50 (1.37%) VB.NET
17 48 (1.32%) PowerShell
18 46 (1.26%) Scala
19 36 (0.99%) Ruby
Qualifications
1 777 (21.32%) Degree
2 82 (2.25%) PhD
3 81 (2.22%) ISEB
4 55 (1.51%) Security Cleared
5 43 (1.18%) PRINCE2 Certification
6 41 (1.12%) Microsoft Certification
7 22 (0.60%) ITIL Certification
8 20 (0.55%) PMI Certification
8 20 (0.55%) SC Cleared
9 19 (0.52%) ISTQB
10 18 (0.49%) Cisco Certification
11 16 (0.44%) CCNP
12 15 (0.41%) MCP
12 15 (0.41%) MCITP
13 14 (0.38%) CISSP
14 13 (0.36%) CISA
15 11 (0.30%) PMP
16 8 (0.22%) CISM
16 8 (0.22%) Oracle Certification
16 8 (0.22%) CCSP
Quality Assurance & Compliance
1 180 (4.94%) QA
2 97 (2.66%) Data Quality
3 72 (1.98%) SLA
4 33 (0.91%) CRD IV
5 24 (0.66%) Basel III
6 22 (0.60%) MiFID
7 21 (0.58%) Basel II
7 21 (0.58%) EMIR
8 13 (0.36%) ISO 9001
8 13 (0.36%) Solvency II
9 7 (0.19%) Sarbanes-Oxley
10 3 (0.082%) TickIT
10 3 (0.082%) ISO/IEC 27001
10 3 (0.082%) PCI DSS
11 2 (0.055%) JSP 440
11 2 (0.055%) P3O
11 2 (0.055%) GxP
11 2 (0.055%) COREP
11 2 (0.055%) FINREP
12 1 (0.027%) Dodd-Frank
System Software
1 31 (0.85%) Active Directory
2 25 (0.69%) VMware Infrastructure
3 13 (0.36%) VirtualBox
4 11 (0.30%) HDFS
5 7 (0.19%) VMware ESXi
5 7 (0.19%) XenApp
6 5 (0.14%) KVM
6 5 (0.14%) Docker
6 5 (0.14%) Xen
6 5 (0.14%) Firmware
6 5 (0.14%) VMware ESX
6 5 (0.14%) Slurm Workload Manager
6 5 (0.14%) LXC
7 3 (0.082%) Microsoft App-V
7 3 (0.082%) Hyper-V
7 3 (0.082%) XenServer
7 3 (0.082%) XenDesktop
7 3 (0.082%) vSphere
8 1 (0.027%) Apache Flume
8 1 (0.027%) Oracle RAC
Systems Management
1 26 (0.71%) HP Quality Center
2 14 (0.38%) Vagrant
3 10 (0.27%) SCCM
4 9 (0.25%) TrustSec
5 8 (0.22%) Systems Management Server (SMS)
6 5 (0.14%) CiscoWorks
6 5 (0.14%) Mesos
7 4 (0.11%) Oracle EDQ
8 3 (0.082%) XenMobile
8 3 (0.082%) Nessus
8 3 (0.082%) Control-M
8 3 (0.082%) SCOM
9 1 (0.027%) HP Data Protector
9 1 (0.027%) ZABBIX
9 1 (0.027%) Cisco IPCC
9 1 (0.027%) Backup Exec
9 1 (0.027%) EMC NetWorker
9 1 (0.027%) Cisco CUCM
9 1 (0.027%) logstash
9 1 (0.027%) Opscode Chef
Vendors
1 685 (18.79%) Microsoft
2 528 (14.49%) Oracle
3 213 (5.84%) SAP
3 213 (5.84%) Tableau
4 173 (4.75%) Business Objects
5 148 (4.06%) IBM
6 122 (3.35%) Cognos
7 103 (2.83%) Teradata
8 90 (2.47%) Google
9 80 (2.19%) Informatica
10 70 (1.92%) Salesforce.com
11 47 (1.29%) MicroStrategy
12 41 (1.12%) Netezza
13 39 (1.07%) Cisco
14 32 (0.88%) VMware
15 30 (0.82%) Splunk
16 29 (0.80%) CA
17 26 (0.71%) Adobe
18 25 (0.69%) Siebel
19 23 (0.63%) Trillium
Blackpool, Lancashire
Burton Biscuits
Salary: Competitive
Posted: 1 hour ago
London
The Bridge Ltd
Salary: Up to £38,000 per annum + On-call + Great benefits
Posted: 1 hour ago
Surrey
McGregor Boyall
Salary: £45000 - £60000 per annum
Posted: 2 hours ago
Bristol, Avon
Spring Technology
Salary: £25000.00 - £30000.00 per annum + excellent benefits
Posted: 2 hours ago
Woking, Surrey
Informatiq Consulting
Salary: £30000 - £60000 per annum
Posted: 2 hours ago
City, London
Senitor Associates
Salary: £50000 - £60000 per annum + plus excellent benefits
Posted: 2 hours ago
London
Preferred Choice
Salary: £4000 - £40000 per annum + bonus & benefits
Posted: 3 hours ago
Croydon, Surrey
Redrock Consulting Ltd
Salary: £20000 - £28000 per annum + Excellent Benefits
Posted: 3 hours ago
Leeds, Yorkshire
QA Limited
Posted: 12 hours ago
St. Albans, Hertfordshire
Understanding Recruitment
Salary: £40000 - £55000 per annum + benefits
Posted: 18 hours ago
Staffordshire
Computer People
Salary: £35000 - £42000 per annum + bonus, 25 days, pension
Posted: 2 days ago
City, London
Venturi
Salary: £30000.00 - £40000.00 per annum + bonus/benefits
Posted: 2 days ago
City, London
First Point
Salary: £25000 - £35000 per annum
Posted: 2 days ago
Nottingham, Nottinghamshire
Experian
Salary: £competitive + excellent benefits
Posted: 2 days ago
Manchester, Lancashire
Mortimer Spinks
Salary: £35000 per annum
Posted: 2 days ago
Birmingham, West Midlands (County)
Churchill Frank
Salary: £35000 - £45000 per annum + Bonus + Pension + Benefits
Posted: 2 days ago
City, London
Bond Mckenzie
Salary: From £55,000 to £75,000 per annum PLUS BONUS AND BENEFITS
Posted: 2 days ago
Peterborough, Cambridgeshire
The One Group
Salary: £16k - 20k per year
Posted: 2 days ago
Stockport, Cheshire
Applause IT Innovation
Salary: £25000 - £35000 per annum + bens
Posted: 2 days ago
London
Preferred Choice
Salary: £35000 - £40000 per annum + bonus & benefits
Posted: 2 days ago