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

Location
3 months to
28 Jul 2015
Same period 2014 Same period 2013
Data Analysis
Rank 174 164 175
Rank change year-on-year
-10 +11
Permanent jobs citing Data Analysis 1862 2000 1651
As % of all permanent IT jobs located in England 1.82% 1.82% 1.62%
As % of the Processes & Methodologies category 2.14% 2.20% 2.00%
Number of salaries quoted 1426 1631 1251
Average salary £45,000 £45,000 £41,500
Average salary % change year-on-year
- +8.43%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £75,000 £70,000 £67,500
UK excluding London average salary £38,000 £38,625 £35,000
% change year-on-year
-1.61% +10.35%
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
86870 91057 82564
As % of all permanent IT jobs located in England 84.76% 82.78% 81.02%
Number of salaries quoted 71897 74104 68287
Average salary £50,000 £50,000 £47,500
Average salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £75,000 £72,500 £73,150
UK excluding London average salary £44,500 £42,500 £41,000
% change year-on-year
+4.70% +3.65%

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 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 28 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 -14 933 £53,750 +4.36% 152
South East +53 302 £40,000 -5.88% 42
West Midlands -3 141 £37,500 - 21
North West -21 134 £37,500 +15.38% 25
East of England +33 114 £40,000 - 19
South West -7 87 £39,500 +5.33% 18
East Midlands +7 66 £45,000 +12.50% 12
Yorkshire -37 65 £40,000 +14.28% 21
Midlands -8 7 £40,000 -11.11%
North East -11 7 £31,500 +12.57% 3
Data Analysis
UK

Data Analysis
Top 30 Related IT Skills in England

For the 6 months to 28 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 1795 (49.38%) SQL
2 1210 (33.29%) Finance
3 1093 (30.07%) Analytical Skills
4 1017 (27.98%) Business Intelligence
5 840 (23.11%) Analytics
6 839 (23.08%) SQL Server
7 770 (21.18%) Degree
8 694 (19.09%) MS Excel
9 677 (18.62%) Microsoft
10 634 (17.44%) Data Warehouse
11 559 (15.38%) Data Modelling
12 556 (15.30%) Agile Software Development
13 526 (14.47%) Oracle
14 513 (14.11%) ETL
15 472 (12.98%) SQL Server Reporting Services
16 454 (12.49%) Project Management
17 415 (11.42%) Marketing
18 414 (11.39%) Banking
19 411 (11.31%) Business Analysis
20 385 (10.59%) SQL Server Integration Services
21 368 (10.12%) Data Management
22 358 (9.85%) Big Data
23 348 (9.57%) T-SQL
24 327 (9.00%) Java
25 310 (8.53%) SAS
26 302 (8.31%) Visualisation
27 301 (8.28%) Computer Science
28 291 (8.01%) C#
29 284 (7.81%) CRM
30 281 (7.73%) .NET

Data Analysis
Top Related IT Skills in England by Category

For the 6 months to 28 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
1 310 (8.53%) SAS
2 167 (4.59%) SharePoint
3 49 (1.35%) Apache Pig
4 26 (0.72%) Apache Spark
4 26 (0.72%) Elasticsearch
5 25 (0.69%) CMS
5 25 (0.69%) IIS
5 25 (0.69%) SharePoint 2010
6 22 (0.61%) SharePoint 2013
7 19 (0.52%) Confluence
8 17 (0.47%) Apache
9 15 (0.41%) NetWeaver
9 15 (0.41%) BizTalk Server
10 13 (0.36%) MS Exchange
11 11 (0.30%) Tomcat
11 11 (0.30%) Apache Solr
12 9 (0.25%) WebSphere
13 6 (0.17%) Node.js
13 6 (0.17%) FileNet
13 6 (0.17%) MS Project Server
Applications
1 694 (19.09%) MS Excel
2 266 (7.32%) MS Office
3 177 (4.87%) SPSS
4 165 (4.54%) MS PowerPoint
5 115 (3.16%) MS Visio
6 54 (1.49%) MS Project
7 51 (1.40%) PowerPivot
8 40 (1.10%) Spreadsheet
9 13 (0.36%) Stata
10 6 (0.17%) Weka
10 6 (0.17%) FastStats
11 5 (0.14%) Mathematica
12 4 (0.11%) Vensim
13 3 (0.083%) CPLEX
13 3 (0.083%) S-PLUS
13 3 (0.083%) GNU Octave
14 2 (0.055%) Photoshop
14 2 (0.055%) Simulink
15 1 (0.028%) InfoPath
15 1 (0.028%) Adobe Illustrator
Business Applications
1 69 (1.90%) Dynamics CRM
2 25 (0.69%) Dynamics NAV
3 19 (0.52%) Dynamics GP
4 18 (0.50%) Oracle General Ledger
5 15 (0.41%) thinkFolio
6 13 (0.36%) Oracle Retail
7 11 (0.30%) Dynamics AX
8 9 (0.25%) Cognos Business Intelligence
9 8 (0.22%) Markit EDM
10 7 (0.19%) Unica
10 7 (0.19%) Oracle EBS
10 7 (0.19%) Eagle PACE
11 6 (0.17%) Aareon QL
11 6 (0.17%) Advent Geneva
12 5 (0.14%) Cognos TM1
12 5 (0.14%) Oracle Applications
12 5 (0.14%) Oracle BPM
12 5 (0.14%) Oracle EBS R12
13 4 (0.11%) Northgate Housing
13 4 (0.11%) SAP ERP
Cloud Services
1 74 (2.04%) Amazon AWS
2 69 (1.90%) Google Analytics
3 45 (1.24%) SaaS
4 22 (0.61%) Amazon EC2
4 22 (0.61%) Amazon S3
4 22 (0.61%) Microsoft Azure
5 19 (0.52%) Amazon EMR
6 17 (0.47%) Office 365
7 16 (0.44%) Adobe Analytics
8 11 (0.30%) Cloud Computing
9 6 (0.17%) Virtual Private Cloud
10 3 (0.083%) Silverpop
11 2 (0.055%) SmartFocus
11 2 (0.055%) GitHub
12 1 (0.028%) Force.com
12 1 (0.028%) IaaS
12 1 (0.028%) Google Cloud Platform
12 1 (0.028%) Veeva
12 1 (0.028%) Google Drive
12 1 (0.028%) Sage Pay
Communications & Networking
1 57 (1.57%) Internet
2 40 (1.10%) Firewall
3 30 (0.83%) Network Security
4 28 (0.77%) LAN
5 27 (0.74%) WAN
6 24 (0.66%) Intranet
6 24 (0.66%) TCP/IP
7 17 (0.47%) Intrusion Detection
8 15 (0.41%) DNS
9 14 (0.39%) VPN
10 13 (0.36%) BGP
10 13 (0.36%) SAN
10 13 (0.36%) MPLS
11 12 (0.33%) SNMP
12 11 (0.30%) EIGRP
12 11 (0.30%) OSPF
13 10 (0.28%) Cisco Nexus
13 10 (0.28%) SSL
13 10 (0.28%) FTP
14 9 (0.25%) VRRP
Database & Business Intelligence
1 839 (23.08%) SQL Server
2 634 (17.44%) Data Warehouse
3 472 (12.98%) SQL Server Reporting Services
4 385 (10.59%) SQL Server Integration Services
5 358 (9.85%) Big Data
6 280 (7.70%) Data Mining
7 236 (6.49%) SQL Server Analysis Services
8 224 (6.16%) Relational Database
9 199 (5.47%) BusinessObjects
10 194 (5.34%) QlikView
10 194 (5.34%) Hadoop
11 135 (3.71%) SQL Server 2008
12 99 (2.72%) SQL Server 2012
13 97 (2.67%) OLAP
14 89 (2.45%) NoSQL
15 79 (2.17%) Oracle Reports
16 78 (2.15%) Apache Hive
17 75 (2.06%) MongoDB
18 74 (2.04%) Oracle Database
19 70 (1.93%) Microsoft Analysis Services
Development Applications
1 67 (1.84%) Team Foundation Server
2 52 (1.43%) Visual Studio
3 40 (1.10%) ERwin
4 37 (1.02%) Git (software)
5 34 (0.94%) Toad
6 27 (0.74%) JIRA
7 20 (0.55%) Jenkins
8 19 (0.52%) JUnit
9 17 (0.47%) SQL Server Management Studio (SSMS)
10 16 (0.44%) Oracle APEX
11 15 (0.41%) Selenium
12 13 (0.36%) Subversion
12 13 (0.36%) Yeoman
13 11 (0.30%) Oracle Forms
14 10 (0.28%) EasyMock
14 10 (0.28%) VSS/SourceSafe
15 9 (0.25%) Maven
15 9 (0.25%) Talend Open Studio
15 9 (0.25%) Jasmine
16 8 (0.22%) Octopus Deploy
General
1 1210 (33.29%) Finance
2 415 (11.42%) Marketing
3 414 (11.39%) Banking
4 249 (6.85%) Retail
5 137 (3.77%) Telecoms
6 135 (3.71%) Investment Banking
7 76 (2.09%) Legal
8 73 (2.01%) Advertising
9 70 (1.93%) Back Office
10 61 (1.68%) Manufacturing
11 59 (1.62%) Publishing
12 56 (1.54%) Financial Institution
13 51 (1.40%) Electronics
14 50 (1.38%) Front Office
15 46 (1.27%) Billing
16 41 (1.13%) Law
17 32 (0.88%) Games
18 29 (0.80%) Multimedia
19 25 (0.69%) Pharmaceutical
20 23 (0.63%) General Ledger
Job Titles
1 1734 (47.70%) Analyst
2 656 (18.05%) Developer
3 578 (15.90%) Business Analyst
3 578 (15.90%) Data Analyst
4 192 (5.28%) Consultant
5 183 (5.03%) Architect
6 153 (4.21%) Senior Analyst
7 151 (4.15%) Data Scientist
8 144 (3.96%) Business Intelligence Developer
9 132 (3.63%) MI Analyst
10 120 (3.30%) SQL Developer
11 96 (2.64%) Data Architect
12 93 (2.56%) Senior Developer
13 91 (2.50%) Analyst Developer
14 89 (2.45%) Support Analyst
15 88 (2.42%) Business Intelligence Analyst
16 79 (2.17%) Junior
17 77 (2.12%) Data Manager
18 71 (1.95%) Report Analyst
19 70 (1.93%) Systems Analyst
Libraries, Frameworks & Software Standards
1 281 (7.73%) .NET
2 141 (3.88%) HTML
3 113 (3.11%) ASP.NET
4 103 (2.83%) XML
5 76 (2.09%) CSS
6 60 (1.65%) Web Services
7 54 (1.49%) WCF
8 51 (1.40%) ASP.NET MVC
9 50 (1.38%) jQuery
10 48 (1.32%) MDX
11 44 (1.21%) AngularJS
12 37 (1.02%) .NET Framework
13 35 (0.96%) REST
14 34 (0.94%) HTML5
15 30 (0.83%) Entity Framework
15 30 (0.83%) Spring
16 26 (0.72%) D3.js
16 26 (0.72%) Middleware
17 25 (0.69%) Hibernate
17 25 (0.69%) WinForms
Miscellaneous
1 1093 (30.07%) Analytical Skills
2 302 (8.31%) Visualisation
3 301 (8.28%) Computer Science
4 277 (7.62%) Management Information System
5 268 (7.37%) Mathematics
6 250 (6.88%) Statistics
7 150 (4.13%) Data Integration
8 126 (3.47%) Data Structures
9 118 (3.25%) Algorithms
10 105 (2.89%) Data Extraction
11 98 (2.70%) User Experience
12 61 (1.68%) Social Media
13 57 (1.57%) Physics
14 54 (1.49%) Credit Risk
15 53 (1.46%) Economics
16 52 (1.43%) NHS
17 48 (1.32%) Derivative
18 46 (1.27%) Reference Data
19 42 (1.16%) Enterprise Software
19 42 (1.16%) Freedom of Information
Operating Systems
1 168 (4.62%) UNIX
2 164 (4.51%) Windows
3 156 (4.29%) Linux
4 30 (0.83%) Windows Server 2008
5 15 (0.41%) Windows 7
6 14 (0.39%) Solaris
7 12 (0.33%) Windows Server 2003
8 11 (0.30%) Windows Server 2012
9 10 (0.28%) Windows XP
10 9 (0.25%) Android
11 7 (0.19%) Ubuntu
11 7 (0.19%) Apple iOS
12 5 (0.14%) Windows Mobile
12 5 (0.14%) AIX
13 1 (0.028%) Red Hat Enterprise Linux
13 1 (0.028%) Windows Phone
13 1 (0.028%) Windows Phone 8
Processes & Methodologies
1 1017 (27.98%) Business Intelligence
2 840 (23.11%) Analytics
3 559 (15.38%) Data Modelling
4 556 (15.30%) Agile Software Development
5 513 (14.11%) ETL
6 454 (12.49%) Project Management
7 411 (11.31%) Business Analysis
8 368 (10.12%) Data Management
9 284 (7.81%) CRM
10 235 (6.46%) SDLC
11 229 (6.30%) Stakeholder Management
12 191 (5.25%) PRINCE2
13 169 (4.65%) User Acceptance Testing
14 165 (4.54%) Data Analytics
15 164 (4.51%) Data Architecture
16 159 (4.37%) Migration
17 151 (4.15%) Scrum
18 140 (3.85%) ITIL
19 137 (3.77%) Change Management
20 129 (3.55%) TDD
Programming Languages
1 1795 (49.38%) SQL
2 348 (9.57%) T-SQL
3 327 (9.00%) Java
4 291 (8.01%) C#
5 265 (7.29%) R
6 240 (6.60%) Python
7 227 (6.24%) VBA
8 222 (6.11%) JavaScript
9 148 (4.07%) PL/SQL
10 115 (3.16%) C++
11 96 (2.64%) C
12 79 (2.17%) VB
13 78 (2.15%) MATLAB
14 76 (2.09%) Shell Script
15 63 (1.73%) Perl
15 63 (1.73%) PHP
16 57 (1.57%) PowerShell
17 51 (1.40%) VB.NET
18 50 (1.38%) Scala
19 41 (1.13%) VBScript
Qualifications
1 770 (21.18%) Degree
2 82 (2.26%) PhD
3 73 (2.01%) ISEB
4 52 (1.43%) Security Cleared
5 39 (1.07%) Microsoft Certification
6 37 (1.02%) PRINCE2 Certification
7 19 (0.52%) ISTQB
7 19 (0.52%) PMI Certification
8 18 (0.50%) SC Cleared
9 17 (0.47%) CISSP
9 17 (0.47%) Cisco Certification
10 16 (0.44%) ITIL Certification
11 15 (0.41%) CISA
11 15 (0.41%) CCNP
12 13 (0.36%) MCITP
12 13 (0.36%) MCP
12 13 (0.36%) PMP
13 10 (0.28%) CISM
14 8 (0.22%) CCSP
14 8 (0.22%) JNCIP
Quality Assurance & Compliance
1 183 (5.03%) QA
2 93 (2.56%) Data Quality
3 61 (1.68%) SLA
4 33 (0.91%) CRD IV
5 27 (0.74%) MiFID
6 23 (0.63%) Basel III
7 21 (0.58%) Basel II
7 21 (0.58%) EMIR
8 15 (0.41%) Solvency II
9 11 (0.30%) ISO 9001
10 7 (0.19%) Sarbanes-Oxley
11 4 (0.11%) TickIT
11 4 (0.11%) ISO/IEC 27001
12 3 (0.083%) PCI DSS
12 3 (0.083%) P3O
13 2 (0.055%) COREP
13 2 (0.055%) FINREP
13 2 (0.055%) JSP 440
13 2 (0.055%) GxP
14 1 (0.028%) COBIT
System Software
1 32 (0.88%) Active Directory
2 20 (0.55%) VMware Infrastructure
3 13 (0.36%) VirtualBox
4 10 (0.28%) VMware ESX
5 7 (0.19%) HDFS
6 6 (0.17%) VMware ESXi
7 5 (0.14%) Xen
7 5 (0.14%) Firmware
7 5 (0.14%) Slurm Workload Manager
7 5 (0.14%) LXC
7 5 (0.14%) Docker
7 5 (0.14%) KVM
8 4 (0.11%) XenApp
9 3 (0.083%) XenServer
10 1 (0.028%) Snort
10 1 (0.028%) Microsoft Virtual Server
10 1 (0.028%) Oracle RAC
10 1 (0.028%) Hyper-V
10 1 (0.028%) Apache Flume
10 1 (0.028%) iptables
Systems Management
1 30 (0.83%) HP Quality Center
2 14 (0.39%) Vagrant
3 9 (0.25%) SCCM
3 9 (0.25%) TrustSec
4 6 (0.17%) Systems Management Server (SMS)
5 5 (0.14%) Backup Exec
5 5 (0.14%) Mesos
6 4 (0.11%) CiscoWorks
6 4 (0.11%) Cisco IPCC
7 3 (0.083%) Nessus
7 3 (0.083%) Control-M
7 3 (0.083%) Oracle EDQ
8 2 (0.055%) SCOM
8 2 (0.055%) WSUS
9 1 (0.028%) EMC NetWorker
9 1 (0.028%) NetBackup
9 1 (0.028%) ZABBIX
9 1 (0.028%) HP Data Protector
9 1 (0.028%) Opscode Chef
9 1 (0.028%) Cisco CUCM
Vendors
1 677 (18.62%) Microsoft
2 526 (14.47%) Oracle
3 214 (5.89%) Tableau
4 209 (5.75%) SAP
5 146 (4.02%) IBM
6 118 (3.25%) Cognos
7 104 (2.86%) Teradata
8 86 (2.37%) Informatica
9 85 (2.34%) Google
10 76 (2.09%) Salesforce.com
11 41 (1.13%) Netezza
11 41 (1.13%) MicroStrategy
12 35 (0.96%) Splunk
13 33 (0.91%) Cisco
14 32 (0.88%) VMware
15 29 (0.80%) CA
16 27 (0.74%) Siebel
17 24 (0.66%) Adobe
18 22 (0.61%) Alteryx
19 20 (0.55%) Trillium
London
Harris Global
Posted: 2 hours ago
South West London
Hanover IT Recruitment
Salary: From £50,000 to £60,000 per annum
Posted: 2 hours ago
City, London
Harrington Starr
Salary: £85000 - £100000 per annum + Bonus, Benefits and Training
Posted: 2 hours ago
Shrewsbury, Shropshire
Oscar Associates (UK) Ltd
Salary: £18000 - £22000 per annum + Benefits
Posted: 2 hours ago
London
EXCELerate
Salary: Circa £95k plus Car Allowance, Health Care and Pension
Posted: 2 hours ago
City, London
ANSON MCCADE
Salary: £50k - 130k + benefits + bonus plus attractive benefits
Posted: 3 hours ago
Central London / West End
ANSON MCCADE
Salary: £50,000 - £80,000
Posted: 3 hours ago
Bournemouth, Dorset
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £50000 per annum + Benefits & Bonus
Posted: 3 hours ago
Guildford, Surrey
ANSON MCCADE
Salary: £40,000 - £60,000, with excellent benefits
Posted: 3 hours ago
Leeds, West Yorkshire
ANSON MCCADE
Salary: £40,000 - £60,000, with excellent benefits
Posted: 3 hours ago
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £40,000 - £60,000, with excellent benefits
Posted: 3 hours ago
Central London / West End
ANSON MCCADE
Salary: £40,000 - £60,000, with excellent benefits
Posted: 3 hours ago
Central London / West End
ANSON MCCADE
Salary: £35,000 - £57,000
Posted: 3 hours ago
Brighton, East Sussex
IT Executive Ltd
Salary: £20000 - £27000 per annum
Posted: 4 hours ago
Hounslow, London
British Airways
Salary: Competitive Salary
Posted: 5 hours ago
London
Stafford-Sharp Associates
Salary: From £25,000 to £30,000 per annum + Bens
Posted: 6 hours ago
Basingstoke, Hampshire
Oxbridge Answers
Salary: 45000-55000 + Bonus
Posted: 6 hours ago
Central London / West End
Cognizant
Posted: 6 hours ago
Central London / West End
Cognizant
Posted: 6 hours ago
Central London / West End
Cognizant
Posted: 6 hours ago