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 17 April 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
17 Apr 2015
Same period 2014 Same period 2013
Data Analysis
Rank 185 178 165
Rank change year-on-year
-7 -13
Permanent jobs citing Data Analysis 1739 1899 1839
As % of all permanent IT jobs located in England 1.68% 1.69% 1.74%
As % of the Processes & Methodologies category 2.02% 2.06% 2.16%
Number of salaries quoted 1422 1533 1463
Average salary £42,500 £45,000 £41,000
Average salary % change year-on-year
-5.55% +9.75%
90% offered a salary of more than £27,500 £28,000 £27,500
10% offered a salary of more than £70,000 £70,000 £72,500
UK excluding London average salary £37,500 £40,000 £35,000
% change year-on-year
-6.25% +14.28%
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
85964 92342 85115
As % of all permanent IT jobs located in England 83.18% 82.10% 80.37%
Number of salaries quoted 70360 74842 70738
Average salary £50,000 £47,500 £47,000
Average salary % change year-on-year
+5.26% +1.06%
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London average salary £44,000 £42,500 £40,000
% change year-on-year
+3.52% +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 17 April 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 17 April 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 +1 890 £52,500 - 147
South East -56 268 £35,000 -17.64% 48
North West +35 159 £35,000 +7.69% 23
East of England +24 118 £42,250 +13.42% 17
Yorkshire +22 102 £32,750 -12.66% 12
West Midlands -11 80 £37,500 -11.76% 9
South West -39 73 £36,000 -4.00% 26
East Midlands +10 34 £37,500 -1.31% 20
North East -6 7 £42,500 +13.33% 2
Data Analysis
UK

Data Analysis
Top 30 Related IT Skills in England

For the 6 months to 17 April 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 1598 (45.84%) SQL
2 1119 (32.10%) Finance
3 1015 (29.12%) Analytical Skills
4 939 (26.94%) Business Intelligence
5 842 (24.15%) SQL Server
6 791 (22.69%) Degree
7 746 (21.40%) Analytics
8 722 (20.71%) MS Excel
9 674 (19.33%) Microsoft
10 537 (15.40%) Data Modelling
11 521 (14.95%) SQL Server Reporting Services
12 514 (14.74%) Data Warehouse
13 480 (13.77%) Oracle
14 475 (13.63%) ETL
15 456 (13.08%) Project Management
16 453 (12.99%) Agile Software Development
17 431 (12.36%) Marketing
18 404 (11.59%) Business Analysis
19 402 (11.53%) SQL Server Integration Services
20 356 (10.21%) Data Management
21 342 (9.81%) Banking
22 327 (9.38%) .NET
23 323 (9.27%) C#
24 322 (9.24%) CRM
25 321 (9.21%) T-SQL
26 318 (9.12%) SAS
27 313 (8.98%) MS Office
28 309 (8.86%) Data Mining
29 272 (7.80%) Visualisation
30 266 (7.63%) Mathematics

Data Analysis
Top Related IT Skills in England by Category

For the 6 months to 17 April 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
1 318 (9.12%) SAS
2 169 (4.85%) SharePoint
3 45 (1.29%) Apache Pig
4 42 (1.20%) BizTalk Server
5 28 (0.80%) SharePoint 2010
6 27 (0.77%) SharePoint 2013
7 24 (0.69%) CMS
8 23 (0.66%) MS Exchange
8 23 (0.66%) Apache Spark
9 21 (0.60%) IIS
10 18 (0.52%) Tomcat
11 17 (0.49%) Apache
12 16 (0.46%) Confluence
13 12 (0.34%) Exchange Server 2010
13 12 (0.34%) WebSphere
14 11 (0.32%) Exchange Server 2007
15 10 (0.29%) Elasticsearch
16 6 (0.17%) Node.js
16 6 (0.17%) MS Project Server
16 6 (0.17%) Joomla!
Applications
1 722 (20.71%) MS Excel
2 313 (8.98%) MS Office
3 174 (4.99%) SPSS
4 167 (4.79%) MS PowerPoint
5 135 (3.87%) MS Visio
6 83 (2.38%) MS Project
7 78 (2.24%) PowerPivot
8 37 (1.06%) Spreadsheet
9 18 (0.52%) Weka
10 12 (0.34%) FastStats
10 12 (0.34%) Stata
11 10 (0.29%) Photoshop
12 7 (0.20%) CPLEX
13 6 (0.17%) Simulink
14 3 (0.086%) S-PLUS
14 3 (0.086%) Mathematica
15 2 (0.057%) Adobe Illustrator
16 1 (0.029%) Adobe Creative Suite
16 1 (0.029%) Vensim
Business Applications
1 88 (2.52%) Google Analytics
2 65 (1.86%) Dynamics CRM
3 21 (0.60%) Markit EDM
4 16 (0.46%) Dynamics AX
5 13 (0.37%) Dynamics NAV
5 13 (0.37%) Cognos TM1
6 12 (0.34%) Cognos Business Intelligence
6 12 (0.34%) SAP ERP
7 11 (0.32%) Dynamics GP
7 11 (0.32%) Oracle Retail
7 11 (0.32%) Oracle General Ledger
7 11 (0.32%) SiteCatalyst
8 10 (0.29%) SAP InfiniteInsight
9 8 (0.23%) assyst
9 8 (0.23%) Radian6
9 8 (0.23%) OpenX
10 7 (0.20%) Hyperion Planning
10 7 (0.20%) Oracle EBS
11 6 (0.17%) Eagle PACE
11 6 (0.17%) thinkFolio
Cloud Services
1 47 (1.35%) SaaS
2 38 (1.09%) Amazon AWS
3 29 (0.83%) Office 365
4 15 (0.43%) Microsoft Azure
5 14 (0.40%) Amazon EC2
5 14 (0.40%) Amazon S3
6 11 (0.32%) Amazon EMR
7 9 (0.26%) Silverpop
8 8 (0.23%) Cloud Computing
9 7 (0.20%) Amazon SQS
10 3 (0.086%) SmartFocus
11 2 (0.057%) PaaS
12 1 (0.029%) Google Cloud Platform
12 1 (0.029%) Google Drive
Communications & Networking
1 45 (1.29%) Internet
2 37 (1.06%) Firewall
3 26 (0.75%) Network Security
4 24 (0.69%) WAN
5 23 (0.66%) TCP/IP
6 20 (0.57%) LAN
7 19 (0.55%) Intranet
8 18 (0.52%) VPN
8 18 (0.52%) FTP
9 16 (0.46%) MPLS
10 14 (0.40%) OSPF
10 14 (0.40%) BGP
10 14 (0.40%) Wireless
10 14 (0.40%) SMS
11 12 (0.34%) Intrusion Detection
12 11 (0.32%) HTTP
13 10 (0.29%) SNMP
13 10 (0.29%) Cisco Nexus
14 9 (0.26%) NAS
15 8 (0.23%) Wi-Fi
Database & Business Intelligence
1 842 (24.15%) SQL Server
2 521 (14.95%) SQL Server Reporting Services
3 514 (14.74%) Data Warehouse
4 402 (11.53%) SQL Server Integration Services
5 309 (8.86%) Data Mining
6 261 (7.49%) SQL Server Analysis Services
7 260 (7.46%) Relational Database
8 250 (7.17%) Big Data
9 186 (5.34%) SQL Server 2008
9 186 (5.34%) Hadoop
10 145 (4.16%) QlikView
11 108 (3.10%) SQL Server 2012
12 92 (2.64%) MySQL
13 90 (2.58%) Crystal Reports
14 88 (2.52%) NoSQL
15 79 (2.27%) MS Access
16 78 (2.24%) Apache Hive
17 67 (1.92%) Oracle Database
18 65 (1.86%) MongoDB
18 65 (1.86%) Microsoft Analysis Services
Development Applications
1 77 (2.21%) Team Foundation Server
2 54 (1.55%) Visual Studio
3 33 (0.95%) ERwin
4 25 (0.72%) JIRA
5 20 (0.57%) Talend Open Studio
5 20 (0.57%) Git (software)
5 20 (0.57%) SQL Server Management Studio (SSMS)
6 19 (0.55%) Subversion
6 19 (0.55%) Toad
7 16 (0.46%) Selenium
8 14 (0.40%) Jenkins
9 12 (0.34%) Cucumber
10 11 (0.32%) Yeoman
11 10 (0.29%) Maven
12 6 (0.17%) Dreamweaver
13 5 (0.14%) JUnit
13 5 (0.14%) ClearCase
13 5 (0.14%) JsTestDriver
13 5 (0.14%) Calabash
14 4 (0.11%) Visual Studio Tools for Office
General
1 1119 (32.10%) Finance
2 431 (12.36%) Marketing
3 342 (9.81%) Banking
4 228 (6.54%) Retail
5 122 (3.50%) Investment Banking
6 101 (2.90%) Telecoms
7 85 (2.44%) Advertising
8 57 (1.64%) Legal
9 56 (1.61%) Manufacturing
10 48 (1.38%) Electronics
11 45 (1.29%) Financial Institution
11 45 (1.29%) Games
12 41 (1.18%) Back Office
13 40 (1.15%) Publishing
13 40 (1.15%) Billing
14 29 (0.83%) Front Office
15 28 (0.80%) Law
16 26 (0.75%) Military
17 25 (0.72%) Aerospace
18 22 (0.63%) Automotive
Job Titles
1 1727 (49.54%) Analyst
2 618 (17.73%) Business Analyst
3 591 (16.95%) Data Analyst
4 553 (15.86%) Developer
5 183 (5.25%) Consultant
6 137 (3.93%) Senior Analyst
7 133 (3.82%) Architect
8 130 (3.73%) Data Scientist
9 124 (3.56%) Business Intelligence Analyst
10 123 (3.53%) Business Intelligence Developer
11 89 (2.55%) SQL Developer
12 84 (2.41%) Support Analyst
13 83 (2.38%) MI Analyst
14 73 (2.09%) Data Manager
15 72 (2.07%) Systems Analyst
16 71 (2.04%) Junior
17 70 (2.01%) Administrator
17 70 (2.01%) SQL Data Analyst
18 66 (1.89%) Report Analyst
19 65 (1.86%) Software Engineer
Libraries, Frameworks & Software Standards
1 327 (9.38%) .NET
2 158 (4.53%) HTML
3 151 (4.33%) ASP.NET
4 116 (3.33%) XML
5 71 (2.04%) CSS
6 63 (1.81%) WCF
7 61 (1.75%) ASP.NET MVC
8 55 (1.58%) .NET Framework
9 53 (1.52%) jQuery
10 45 (1.29%) Web Services
11 41 (1.18%) MDX
11 41 (1.18%) Entity Framework
12 39 (1.12%) HTML5
13 31 (0.89%) RESTful
14 25 (0.72%) ASP.NET Web API
15 23 (0.66%) REST
15 23 (0.66%) Natural Language Processing
16 22 (0.63%) AngularJS
16 22 (0.63%) Spring
17 21 (0.60%) Ajax
Miscellaneous
1 1015 (29.12%) Analytical Skills
2 272 (7.80%) Visualisation
3 266 (7.63%) Mathematics
4 265 (7.60%) Computer Science
5 253 (7.26%) Management Information System
6 245 (7.03%) Statistics
7 165 (4.73%) Algorithms
8 138 (3.96%) Data Integration
9 111 (3.18%) Data Structures
10 92 (2.64%) Data Extraction
11 72 (2.07%) Economics
12 69 (1.98%) User Experience
13 62 (1.78%) Credit Risk
14 47 (1.35%) Social Media
15 42 (1.20%) Open Source
15 42 (1.20%) Derivative
16 41 (1.18%) Enterprise Software
17 39 (1.12%) Reference Data
17 39 (1.12%) Physics
18 36 (1.03%) Fixed Income
Operating Systems
1 161 (4.62%) Windows
2 112 (3.21%) UNIX
3 108 (3.10%) Linux
4 48 (1.38%) Windows Server 2008
5 45 (1.29%) Windows 7
6 30 (0.86%) Windows Server 2012
7 28 (0.80%) Windows Server 2003
8 25 (0.72%) Windows XP
9 20 (0.57%) Android
10 10 (0.29%) Apple iOS
10 10 (0.29%) Windows 8
11 9 (0.26%) Windows Mobile
12 5 (0.14%) Solaris
13 3 (0.086%) Windows Vista
13 3 (0.086%) Ubuntu
13 3 (0.086%) Windows NT
14 2 (0.057%) Windows Phone 8
14 2 (0.057%) Windows Phone
14 2 (0.057%) Windows 2000 Server
14 2 (0.057%) CentOS
Processes & Methodologies
1 939 (26.94%) Business Intelligence
2 746 (21.40%) Analytics
3 537 (15.40%) Data Modelling
4 475 (13.63%) ETL
5 456 (13.08%) Project Management
6 453 (12.99%) Agile Software Development
7 404 (11.59%) Business Analysis
8 356 (10.21%) Data Management
9 322 (9.24%) CRM
10 190 (5.45%) Stakeholder Management
11 176 (5.05%) PRINCE2
12 172 (4.93%) User Acceptance Testing
13 162 (4.65%) ITIL
14 152 (4.36%) Data Analytics
15 146 (4.19%) Migration
16 138 (3.96%) Change Management
17 134 (3.84%) Software Engineering
18 129 (3.70%) Data Architecture
19 126 (3.61%) Data Governance
19 126 (3.61%) TDD
Programming Languages
1 1598 (45.84%) SQL
2 323 (9.27%) C#
3 321 (9.21%) T-SQL
4 265 (7.60%) Java
5 241 (6.91%) Python
6 219 (6.28%) VBA
7 218 (6.25%) R
8 192 (5.51%) JavaScript
9 147 (4.22%) C++
10 107 (3.07%) C
11 78 (2.24%) MATLAB
12 75 (2.15%) VB
13 74 (2.12%) PL/SQL
14 63 (1.81%) PHP
15 58 (1.66%) Perl
16 48 (1.38%) VB.NET
17 41 (1.18%) Scala
18 38 (1.09%) Ruby
19 35 (1.00%) PowerShell
19 35 (1.00%) Shell Script
Qualifications
1 791 (22.69%) Degree
2 114 (3.27%) PhD
3 78 (2.24%) ISEB
4 60 (1.72%) Microsoft Certification
5 58 (1.66%) Security Cleared
6 26 (0.75%) MCP
6 26 (0.75%) PRINCE2 Certification
7 22 (0.63%) SC Cleared
8 20 (0.57%) ITIL Certification
9 19 (0.55%) Cisco Certification
10 17 (0.49%) PMI Certification
11 16 (0.46%) CCNP
11 16 (0.46%) ISTQB
12 14 (0.40%) MCSE
13 13 (0.37%) MCITP
14 12 (0.34%) Oracle Certification
15 10 (0.29%) CISA
15 10 (0.29%) OCP
16 9 (0.26%) CCNA
16 9 (0.26%) PMP
Quality Assurance & Compliance
1 185 (5.31%) QA
2 87 (2.50%) SLA
3 83 (2.38%) Data Quality
4 21 (0.60%) CRD IV
5 18 (0.52%) Basel III
6 16 (0.46%) Basel II
7 15 (0.43%) MiFID
7 15 (0.43%) EMIR
8 9 (0.26%) ISO 9001
9 8 (0.23%) Sarbanes-Oxley
10 6 (0.17%) Solvency II
11 5 (0.14%) GAMP
12 4 (0.11%) GxP
13 3 (0.086%) 21 CFR Part 11
13 3 (0.086%) COBIT
13 3 (0.086%) COREP
13 3 (0.086%) FINREP
14 2 (0.057%) P3O
14 2 (0.057%) Dodd-Frank
System Software
1 29 (0.83%) VMware Infrastructure
2 27 (0.77%) Active Directory
3 13 (0.37%) HDFS
4 11 (0.32%) VirtualBox
5 8 (0.23%) Hyper-V
6 5 (0.14%) KVM
6 5 (0.14%) Docker
6 5 (0.14%) Xen
6 5 (0.14%) LXC
6 5 (0.14%) Slurm Workload Manager
7 3 (0.086%) XenApp
7 3 (0.086%) XenDesktop
7 3 (0.086%) vSphere
7 3 (0.086%) VMware ESXi
7 3 (0.086%) Microsoft App-V
8 2 (0.057%) Firmware
8 2 (0.057%) NFS
9 1 (0.029%) Snort
Systems Management
1 18 (0.52%) HP Quality Center
2 11 (0.32%) Vagrant
3 10 (0.29%) SCCM
3 10 (0.29%) CiscoWorks
4 9 (0.26%) Systems Management Server (SMS)
5 8 (0.23%) SCOM
5 8 (0.23%) Oracle EDQ
6 5 (0.14%) Mesos
7 4 (0.11%) Opscode Chef
7 4 (0.11%) Puppet
7 4 (0.11%) Cisco CUCM
8 3 (0.086%) XenMobile
9 2 (0.057%) Control-M
10 1 (0.029%) MOM
10 1 (0.029%) ZABBIX
Vendors
1 674 (19.33%) Microsoft
2 480 (13.77%) Oracle
3 206 (5.91%) SAP
4 192 (5.51%) Tableau
5 146 (4.19%) Business Objects
6 132 (3.79%) IBM
7 111 (3.18%) Teradata
8 97 (2.78%) Cognos
9 93 (2.67%) Google
10 76 (2.18%) Informatica
11 56 (1.61%) Netezza
12 45 (1.29%) Salesforce.com
13 43 (1.23%) Cisco
14 40 (1.15%) MicroStrategy
15 34 (0.98%) Adobe
15 34 (0.98%) Omniture
16 30 (0.86%) Siebel
16 30 (0.86%) CA
17 29 (0.83%) VMware
18 23 (0.66%) Ab Initio
London
PwC
Salary: Competitive + Benefits
Posted: 5 hours ago
East London
Understanding Recruitment
Salary: £33000 - £37000 per annum + Execllent Benefits
Posted: 5 hours ago
City, London
Understanding Recruitment
Salary: £30000 - £35000 per annum + Execllent Benefits
Posted: 6 hours ago
City, London
Harnham
Salary: £40000 - £60000 per annum + benefits
Posted: 7 hours ago
High Wycombe, Buckinghamshire
Randstad Technologies
Salary: £70000 per annum + Benefits
Posted: 9 hours ago
City, London
Harnham 1
Posted: 16 hours ago
Preston, Lancashire
Capita
Salary: Pension
Posted: 20 hours ago
West London
Hudson IT
Salary: £40000 - £50000 per annum
Posted: Yesterday
East London
Truphone
Salary: From £50,000 to £60,000 per annum plus bonus & benefits
Posted: 2 days ago
London
Initi8 Recruitment
Salary: £35000 - £40000 Per Annum cool benefits
Posted: 2 days ago
London
C4 Commerce
Salary: From £30,000 to £40,000 per annum + Bonus & Package
Posted: 2 days ago
Nuneaton, Warwickshire
Uniting Ambition
Salary: £35k - 40k per year + benefits & discounts
Posted: 2 days ago
Kent
ARC IT Recruitment Ltd
Salary: £35000 Per Annum Plus Benefits
Posted: 2 days ago
Altrincham, Cheshire
Applause IT Innovation
Salary: £18000 - £25000 per annum
Posted: 2 days ago
Stroud, Gloucestershire
X4 Group
Salary: £30k - 40k per year
Posted: 2 days ago
City, London
Westbourne Partners
Salary: From £45,000 to £60,000 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
IT Connections
Salary: £50,000 to £55,000
Posted: 2 days ago
London
ANSON MCCADE
Salary: £50k - 130k + benefits + bonus plus attractive benefits
Posted: 2 days ago
St. Albans, Hertfordshire
Net Recruit.co.uk Ltd
Salary: £50000 - £60000 per annum, Benefits overtime, bonus and other benefits
Posted: 2 days ago
St. Albans, Hertfordshire
Net Recruit.co.uk Ltd
Salary: £40000 - £50000 per annum, Benefits overtime, bonus and other benefits
Posted: 2 days ago