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 8 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
8 Feb 2016
Same period 2015 Same period 2014
Data Analysis
Rank 185 180 201
Rank change year-on-year
-5 +21
Permanent jobs citing Data Analysis 1744 1754 1489
As % of all permanent IT jobs located in England 1.84% 1.77% 1.55%
As % of the Processes & Methodologies category 2.12% 2.07% 1.82%
Number of salaries quoted 1400 1441 1175
Average salary £45,000 £43,000 £45,000
Average salary % change year-on-year
+4.65% -4.44%
90% offered a salary of more than £28,000 £28,000 £27,500
10% offered a salary of more than £74,700 £65,000 £70,000
UK excluding London average salary £40,000 £37,500 £38,000
% change year-on-year
+6.66% -1.31%
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
82148 84660 81634
As % of all permanent IT jobs located in England 86.84% 85.19% 84.95%
Number of salaries quoted 69057 70179 65752
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 £31,500 £31,000
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

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 8 February 2016.

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 8 February 2016. 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 -13 823 £53,500 +7.00% 140
South East +18 337 £41,500 +3.75% 36
West Midlands +34 180 £39,304 +4.81% 19
South West +41 142 £40,250 +15.00% 19
North West -10 101 £30,000 -11.76% 26
East Midlands +25 62 £45,000 +20.00% 8
East of England -57 61 £35,000 -12.50% 18
Yorkshire -16 51 £27,500 -17.91% 10
North East +4 3 £37,500 -6.25% 2
Data Analysis
UK

Data Analysis
Top 30 Related IT Skills in England

For the 6 months to 8 February 2016, 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 1608 (45.83%) SQL
2 1135 (32.35%) Finance
3 1111 (31.66%) Analytical Skills
4 902 (25.71%) Business Intelligence
5 800 (22.80%) Degree
6 759 (21.63%) Analytics
7 748 (21.32%) SQL Server
8 669 (19.07%) Microsoft
9 620 (17.67%) MS Excel
10 586 (16.70%) Data Warehouse
11 567 (16.16%) Agile Software Development
12 492 (14.02%) Data Modelling
13 415 (11.83%) Marketing
14 411 (11.71%) Data Management
14 411 (11.71%) Oracle
15 401 (11.43%) SQL Server Reporting Services
16 399 (11.37%) ETL
17 395 (11.26%) Data Quality
18 390 (11.11%) SQL Server Integration Services
19 389 (11.09%) Python
20 381 (10.86%) Big Data
21 371 (10.57%) Business Analysis
21 371 (10.57%) Banking
22 361 (10.29%) SAS
23 360 (10.26%) T-SQL
24 343 (9.77%) Computer Science
25 313 (8.92%) R
26 293 (8.35%) MS Office
27 291 (8.29%) Management Information System
28 286 (8.15%) Project Management

Data Analysis
Top Related IT Skills in England by Category

For the 6 months to 8 February 2016, 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
1 361 (10.29%) SAS
2 132 (3.76%) SharePoint
3 85 (2.42%) Apache Spark
4 42 (1.20%) Apache Pig
5 35 (1.00%) Apache
6 31 (0.88%) IIS
6 31 (0.88%) Tomcat
7 29 (0.83%) CMS
8 25 (0.71%) BizTalk Server
9 23 (0.66%) Elasticsearch
10 22 (0.63%) WebSphere
11 18 (0.51%) Node.js
12 8 (0.23%) Apache Solr
13 7 (0.20%) IPython
13 7 (0.20%) MS Exchange
14 6 (0.17%) NetWeaver
15 5 (0.14%) MS Project Server
15 5 (0.14%) SAP EP
15 5 (0.14%) SAP Portal
15 5 (0.14%) WordPress
Applications
1 620 (17.67%) MS Excel
2 293 (8.35%) MS Office
3 158 (4.50%) MS PowerPoint
4 93 (2.65%) SPSS
5 90 (2.56%) MS Visio
6 37 (1.05%) Spreadsheet
7 19 (0.54%) MS Project
8 12 (0.34%) Photoshop
9 10 (0.28%) Mathematica
9 10 (0.28%) Simulink
10 9 (0.26%) Adobe Illustrator
11 7 (0.20%) Fireworks
11 7 (0.20%) Stata
12 6 (0.17%) GNU Octave
12 6 (0.17%) S-PLUS
13 5 (0.14%) OmniGraffle
14 3 (0.085%) EViews
14 3 (0.085%) GenStat
15 2 (0.057%) Weka
16 1 (0.028%) Adobe Captivate
Business Applications
1 33 (0.94%) Dynamics CRM
2 20 (0.57%) HFM
2 20 (0.57%) Hyperion Planning
3 18 (0.51%) Oracle ERP
4 16 (0.46%) Dynamics AX
5 14 (0.40%) Oracle EBS
6 12 (0.34%) Markit EDM
6 12 (0.34%) Remedy ITSM
7 11 (0.31%) thinkFolio
8 10 (0.28%) Eagle PACE
8 10 (0.28%) SAP Oil and Gas
9 8 (0.23%) Oracle FAH
9 8 (0.23%) Salerio
9 8 (0.23%) SAP Bank Analyzer
9 8 (0.23%) WebTrends
10 7 (0.20%) Salesforce.com CRM
11 6 (0.17%) LatentZero
12 5 (0.14%) Cognos Business Intelligence
12 5 (0.14%) FastStats
12 5 (0.14%) SAP SRM
Cloud Services
1 100 (2.85%) SaaS
2 70 (1.99%) Google Analytics
3 69 (1.97%) Amazon AWS
4 29 (0.83%) Amazon EC2
4 29 (0.83%) Microsoft Azure
5 27 (0.77%) Amazon EMR
6 24 (0.68%) Amazon S3
7 19 (0.54%) Google Tag Manager
8 18 (0.51%) AdWords
9 17 (0.48%) Cloud Computing
10 13 (0.37%) Adobe Analytics
11 11 (0.31%) Office 365
12 6 (0.17%) Google Cloud Platform
12 6 (0.17%) PaaS
13 4 (0.11%) Dropbox
13 4 (0.11%) SuccessFactors
14 3 (0.085%) Google Apps
15 1 (0.028%) CloudFront
15 1 (0.028%) GitHub
15 1 (0.028%) SmartFocus
Communications & Networking
1 51 (1.45%) Internet
2 49 (1.40%) Firewall
3 36 (1.03%) LAN
3 36 (1.03%) WAN
4 23 (0.66%) Network Security
5 18 (0.51%) FTP
6 15 (0.43%) SMS
6 15 (0.43%) Wireshark
7 13 (0.37%) TCP/IP
7 13 (0.37%) VoIP
8 12 (0.34%) Intranet
9 11 (0.31%) DNS
10 9 (0.26%) SAN
11 8 (0.23%) Cisco IOS
11 8 (0.23%) DHCP
11 8 (0.23%) Intrusion Detection
11 8 (0.23%) VPN
12 7 (0.20%) Broadband
12 7 (0.20%) HTTP
12 7 (0.20%) SNMP
Database & Business Intelligence
1 748 (21.32%) SQL Server
2 586 (16.70%) Data Warehouse
3 401 (11.43%) SQL Server Reporting Services
4 390 (11.11%) SQL Server Integration Services
5 381 (10.86%) Big Data
6 275 (7.84%) Data Mining
7 247 (7.04%) Relational Database
8 235 (6.70%) Hadoop
9 223 (6.36%) QlikView
10 208 (5.93%) SQL Server Analysis Services
11 206 (5.87%) BusinessObjects
12 117 (3.33%) SQL Server 2008
13 116 (3.31%) PostgreSQL
14 112 (3.19%) MongoDB
15 104 (2.96%) NoSQL
16 100 (2.85%) MySQL
17 93 (2.65%) Data Mart
18 88 (2.51%) SQL Server 2012
19 82 (2.34%) MS Access
20 77 (2.19%) Apache Cassandra
Development Applications
1 56 (1.60%) Git (software)
2 51 (1.45%) JIRA
3 48 (1.37%) Team Foundation Server
4 28 (0.80%) ERwin
4 28 (0.80%) Toad
5 26 (0.74%) Jenkins
6 22 (0.63%) Visual Studio
7 21 (0.60%) Grunt
7 21 (0.60%) gulp
7 21 (0.60%) Vagrant
8 20 (0.57%) Yeoman
9 17 (0.48%) Subversion
10 16 (0.46%) Eclipse
11 14 (0.40%) Talend Open Studio
12 13 (0.37%) Maven
12 13 (0.37%) SQL Server Management Studio (SSMS)
13 11 (0.31%) Axure RP
13 11 (0.31%) Selenium
14 10 (0.28%) Mercurial
14 10 (0.28%) SpecFlow
General
1 1135 (32.35%) Finance
2 415 (11.83%) Marketing
3 371 (10.57%) Banking
4 248 (7.07%) Retail
5 117 (3.33%) Telecoms
6 77 (2.19%) Back Office
7 75 (2.14%) Advertising
7 75 (2.14%) Legal
8 65 (1.85%) Manufacturing
9 64 (1.82%) Financial Institution
10 57 (1.62%) Investment Banking
11 55 (1.57%) Billing
12 54 (1.54%) Front Office
13 34 (0.97%) Pharmaceutical
14 32 (0.91%) Games
15 28 (0.80%) Publishing
15 28 (0.80%) Retail Banking
16 25 (0.71%) Law
17 24 (0.68%) Aerospace
17 24 (0.68%) Military
Job Titles
1 1651 (47.05%) Analyst
2 627 (17.87%) Developer
3 562 (16.02%) Data Analyst
4 385 (10.97%) Business Analyst
5 263 (7.50%) SQL Analyst
6 217 (6.18%) Consultant
7 209 (5.96%) SQL Developer
8 193 (5.50%) Business Intelligence Analyst
9 190 (5.41%) Data Scientist
10 181 (5.16%) Business Intelligence Developer
11 163 (4.65%) Analyst Developer
12 145 (4.13%) Senior Analyst
13 139 (3.96%) SQL Data Analyst
14 135 (3.85%) Architect
15 103 (2.94%) Support Analyst
16 97 (2.76%) Report Analyst
17 91 (2.59%) Data Consultant
18 84 (2.39%) Service Analyst
19 82 (2.34%) Financial Analyst
20 80 (2.28%) Applications Support
Libraries, Frameworks & Software Standards
1 261 (7.44%) .NET
2 169 (4.82%) HTML
3 108 (3.08%) CSS
4 96 (2.74%) XML
5 86 (2.45%) ASP.NET
6 71 (2.02%) jQuery
7 67 (1.91%) D3.js
8 58 (1.65%) Natural Language Processing
9 53 (1.51%) HTML5
9 53 (1.51%) Web Services
10 45 (1.28%) AngularJS
11 41 (1.17%) J2EE
12 38 (1.08%) CSS3
13 37 (1.05%) MDX
14 35 (1.00%) Middleware
14 35 (1.00%) Twitter Bootstrap
15 30 (0.85%) .NET Framework
15 30 (0.85%) Pandas
16 27 (0.77%) SciPy
17 24 (0.68%) RESTful
Miscellaneous
1 1111 (31.66%) Analytical Skills
2 343 (9.77%) Computer Science
3 291 (8.29%) Management Information System
4 281 (8.01%) Mathematics
5 275 (7.84%) Statistics
5 275 (7.84%) Visualisation
6 172 (4.90%) Algorithms
7 127 (3.62%) Data Structures
8 122 (3.48%) Data Integration
9 105 (2.99%) User Experience
10 77 (2.19%) Physics
11 76 (2.17%) Data Extraction
12 66 (1.88%) Reference Data
13 64 (1.82%) Social Media
14 62 (1.77%) Derivative
15 56 (1.60%) Mobile App
16 52 (1.48%) NHS
17 46 (1.31%) Foreign Exchange (FX)
18 42 (1.20%) Hedge funds
18 42 (1.20%) Security Operations Centre
Operating Systems
1 223 (6.36%) Windows
2 149 (4.25%) Linux
3 108 (3.08%) Unix
4 56 (1.60%) Windows Server
5 34 (0.97%) Windows Server 2008
6 28 (0.80%) Apple iOS
7 23 (0.66%) Windows Server 2012
8 21 (0.60%) Android
9 10 (0.28%) Windows 7
10 7 (0.20%) CatOS
10 7 (0.20%) CentOS
10 7 (0.20%) Windows Server 2003
11 5 (0.14%) VxWorks
12 4 (0.11%) Mac OS X
13 3 (0.085%) Debian
13 3 (0.085%) Solaris
13 3 (0.085%) Windows 2000 Server
14 2 (0.057%) AIX
14 2 (0.057%) Windows 8
14 2 (0.057%) Windows XP
Processes & Methodologies
1 902 (25.71%) Business Intelligence
2 759 (21.63%) Analytics
3 567 (16.16%) Agile Software Development
4 492 (14.02%) Data Modelling
5 411 (11.71%) Data Management
6 399 (11.37%) ETL
7 371 (10.57%) Business Analysis
8 286 (8.15%) Project Management
9 275 (7.84%) Stakeholder Management
10 241 (6.87%) Data Analytics
11 201 (5.73%) CRM
12 188 (5.36%) User Acceptance Testing
13 175 (4.99%) SDLC
14 171 (4.87%) Scrum
15 170 (4.84%) Software Engineering
16 166 (4.73%) Data Visualisation
17 165 (4.70%) Machine Learning
18 160 (4.56%) Continuous Improvement
19 154 (4.39%) Migration
20 153 (4.36%) Data Architecture
Programming Languages
1 1608 (45.83%) SQL
2 389 (11.09%) Python
3 360 (10.26%) T-SQL
4 313 (8.92%) R
5 282 (8.04%) Java
6 246 (7.01%) JavaScript
7 196 (5.59%) C#
8 185 (5.27%) VBA
9 151 (4.30%) PL/SQL
10 139 (3.96%) C
11 110 (3.13%) MATLAB
12 108 (3.08%) C++
13 82 (2.34%) VB
14 61 (1.74%) Perl
15 56 (1.60%) Scala
16 52 (1.48%) Ruby
17 34 (0.97%) PHP
18 31 (0.88%) PowerShell
19 28 (0.80%) Bash Shell
20 23 (0.66%) VB.NET
Qualifications
1 800 (22.80%) Degree
2 116 (3.31%) Security Cleared
3 98 (2.79%) SC Cleared
4 96 (2.74%) PhD
5 67 (1.91%) ISEB
6 39 (1.11%) PRINCE2 Certification
7 38 (1.08%) Microsoft Certification
8 26 (0.74%) PMI Certification
9 17 (0.48%) PMP
10 13 (0.37%) Cisco Certification
10 13 (0.37%) ISTQB
11 12 (0.34%) BPSS Clearance
12 11 (0.31%) CISA
12 11 (0.31%) Postgraduate
13 10 (0.28%) DV Cleared
13 10 (0.28%) ISTQB Foundation Certification
13 10 (0.28%) ITIL Certification
14 9 (0.26%) CCNP
14 9 (0.26%) HNC
15 8 (0.23%) MBA
Quality Assurance & Compliance
1 395 (11.26%) Data Quality
2 165 (4.70%) QA
3 91 (2.59%) SLA
4 32 (0.91%) Sarbanes-Oxley
5 31 (0.88%) MiFID
6 22 (0.63%) Solvency II
7 18 (0.51%) CRD IV
8 16 (0.46%) EMIR
9 14 (0.40%) P3O
10 13 (0.37%) PCI DSS
11 10 (0.28%) ISO/IEC 27001
12 9 (0.26%) SDET
13 8 (0.23%) ISO 9001
14 7 (0.20%) HMG Infosec
15 6 (0.17%) Def Stans
15 6 (0.17%) ISO 14001
16 5 (0.14%) ISO19770
17 4 (0.11%) AIFMD
17 4 (0.11%) GPG13
17 4 (0.11%) UCITS
System Software
1 34 (0.97%) Active Directory
2 24 (0.68%) VMware Infrastructure
3 20 (0.57%) VirtualBox
4 11 (0.31%) Docker
5 5 (0.14%) Firmware
5 5 (0.14%) Hyper-V
5 5 (0.14%) Oracle RAC
6 4 (0.11%) Snort
7 3 (0.085%) Apache Flume
7 3 (0.085%) VMware ESX
8 1 (0.028%) Apache ZooKeeper
8 1 (0.028%) NFS
8 1 (0.028%) Oracle Clusterware
8 1 (0.028%) XenApp
8 1 (0.028%) XenDesktop
Systems Management
1 13 (0.37%) HP Quality Center
2 9 (0.26%) Control-M
2 9 (0.26%) Oracle EDQ
3 7 (0.20%) EnCase
3 7 (0.20%) Mesos
4 4 (0.11%) Oozie
5 3 (0.085%) Backup Exec
5 3 (0.085%) Opscode Chef
6 2 (0.057%) Ansible
6 2 (0.057%) logstash
6 2 (0.057%) Nessus
6 2 (0.057%) Puppet
6 2 (0.057%) Salt
6 2 (0.057%) Systems Management Server (SMS)
7 1 (0.028%) Data Guard
7 1 (0.028%) Hadoop YARN
7 1 (0.028%) Oracle Enterprise Manager
7 1 (0.028%) Oracle Flashback
7 1 (0.028%) SCCM
7 1 (0.028%) Thomson Reuters DACS
Vendors
1 669 (19.07%) Microsoft
2 411 (11.71%) Oracle
3 260 (7.41%) Tableau
4 190 (5.41%) SAP
5 110 (3.13%) IBM
6 94 (2.68%) Google
7 91 (2.59%) Teradata
8 75 (2.14%) Cognos
9 63 (1.80%) Informatica
10 48 (1.37%) Salesforce.com
11 33 (0.94%) Cisco
11 33 (0.94%) Trillium
12 32 (0.91%) VMware
13 30 (0.85%) Splunk
14 29 (0.83%) Ab Initio
14 29 (0.83%) Sybase
15 28 (0.80%) Bloomberg
16 26 (0.74%) Adobe
17 23 (0.66%) Hyperion
17 23 (0.66%) MicroStrategy
Manchester, Lancashire
Circle Recruitment
Salary: £35000 - £50000 per annum
Posted: 8 hours ago
London
Reco Ltd
Salary: From £60,000 to £80,000 per annum
Posted: 8 hours ago
Stoke-On-Trent, Staffordshire
Informatiq Consulting
Salary: £20000 - £25000 per annum + benefits package!
Posted: 10 hours ago
Windsor, Berkshire
X4 Group
Salary: £375 - 425 per day
Posted: 10 hours ago
Manchester, Lancashire
Robert Walters
Salary: £35000 - £40000 per annum
Posted: 11 hours ago
Bournemouth, Dorset
Circle Recruitment
Salary: excellent
Posted: 12 hours ago
Cheltenham, Gloucestershire
Executive Recruitment Services (ERS)
Salary: £50000 - £60000 per annum + Pension
Posted: 12 hours ago
Torquay, Devon
Edge Specialist Recruitment
Salary: £21000 - £24000 per annum + Dedicated Training, Bonus & More
Posted: 14 hours ago
Newcastle Upon Tyne, Tyne and Wear
Harvey Nash plc
Salary: £18000 - £22000 per annum
Posted: 15 hours ago
Oxford, Oxfordshire
Corriculo
Salary: Up to £40,000 per annum + Excellent Bens
Posted: 16 hours ago
Northampton, Northamptonshire
Royal Mail Group
Salary: £25,000 per annum + Shift Allowance + Benefits
Posted: 18 hours ago
Swindon, Wiltshire
Travelport
Salary: Competitive Salary
Posted: Yesterday
City, London
Investigo Change Solutions
Posted: Yesterday
West London
Spargonet Consulting Plc
Salary: £65000 - £75000 per annum, Benefits Pension, Health, Life assurance an
Posted: Yesterday
North London
Understanding Recruitment
Salary: £35000 - £40000.00 per annum + Execllent Benefits
Posted: Yesterday
City, London
Harrington Starr
Salary: £55000 - £65000 per annum + plus package/bonus
Posted: 2 days ago
City, London
TEKsystems
Salary: £55000 - £110000 per annum + bonu+benefit package
Posted: 2 days ago
Oxford, Oxfordshire
RecruitmentRevolution.com Limited
Salary: Excellent Salary + benefits
Posted: 3 days ago
Huddersfield, West Yorkshire
Spring Technology
Salary: £28000 - £32000 per annum
Posted: 3 days ago
Bury, Lancashire
Applause IT Innovation
Salary: £25000 - £30000 per annum + + Great Benefits
Posted: 3 days ago
London
Colston Consulting
Salary: £62000 - £75500 per annum, Benefits total package roughly £110K
Posted: 3 days ago
Guildford, Surrey
Colston Consulting
Salary: £25000 - £40000 per annum, Benefits Benefits + Bonus
Posted: 3 days ago
Surrey
Colston Consulting
Salary: £30000 - £45000 per annum, Benefits Benefits + 20% Bonus
Posted: 3 days ago
Peterborough, Cambridgeshire
The One Group
Salary: £35k - 45k per year
Posted: 3 days ago
Northampton, Northamptonshire
Erin Associates
Salary: £28000 - £31000 per annum + benefits
Posted: 3 days ago
City, London
First Point
Salary: £40000.00 - £50000.00 per annum
Posted: 3 days ago
Cheltenham, Gloucestershire
Redrock Consulting Ltd
Salary: £20000 - £24000 per annum + Excellent Benefits
Posted: 3 days ago
Swindon, Wiltshire
Capita Resourcing - IT Resourcing
Salary: £40000 - £50000 per annum + Benefits package
Posted: 3 days ago
West Sussex
TEKsystems
Salary: £40000 - £55000 per annum
Posted: 3 days ago
South West London
Opilio Recruitment
Salary: £40k - 50k per year
Posted: 3 days ago