The table below looks at the prevalence of the term Analytical Skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Analytical Skills over the 3 months to 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Analytical Skills
UK
Rank 25 18 24
Rank change year-on-year
-7 +6
Permanent jobs citing Analytical Skills 6218 8832 8698
As % of all permanent IT jobs located in the UK 7.37% 8.76% 8.14%
As % of the Miscellaneous category 19.27% 21.50% 21.00%
Number of salaries quoted 4673 6656 6533
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £27,500 £27,500 £27,500
10% offered a salary of more than £70,000 £75,000 £70,000
UK excluding London median salary £41,000 £40,000 £40,000
% change year-on-year
+2.50% -

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised across the UK.

Miscellaneous Category
UK
Permanent IT job ads with a match in the
Miscellaneous category
32268 41079 41424
As % of all permanent IT jobs located in the UK 38.24% 40.75% 38.76%
Number of salaries quoted 26027 32779 33140
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £28,500 £30,000 £28,000
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Analytical Skills
Jobs Demand Trend

The demand trend of job ads citing Analytical Skills as a proportion of all IT jobs with a match in the Miscellaneous category.

Analytical Skills Jobs Demand Trend in the UK

Analytical Skills
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytical Skills within the UK.

Analytical Skills Salary Trend in the UK

Analytical Skills
Salary Histogram

This chart provides a salary histogram for IT jobs citing Analytical Skills over the 3 months to 27 February 2017 within the UK.

Analytical Skills Salary Histogram in the UK

Analytical Skills
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the UK over the 3 months to 27 February 2017. 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 Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -10 5732 £45,000 - 995
London -4 2498 £55,000 - 406
South East -10 956 £42,500 - 161
North West -7 493 £40,000 +6.66% 77
City of London -4 436 £62,500 +8.69% 95
East of England -10 430 £42,500 -1.44% 82
West Midlands +5 404 £37,500 -6.25% 68
South West -10 358 £40,000 +14.28% 58
Yorkshire -8 333 £40,000 - 66
Manchester -8 331 £40,000 -5.88% 43
Scotland +5 262 £45,000 - 41
Berkshire -9 220 £45,000 - 30
East Midlands 0 212 £42,500 +20.79% 49
West Yorkshire -12 205 £40,000 - 39
Hertfordshire -15 186 £42,500 -5.55% 25
Surrey -11 170 £45,000 +5.88% 28
Birmingham -3 153 £37,500 -6.25% 17
Leeds -14 151 £40,000 - 27
Hampshire -5 143 £40,000 -15.78% 42
Edinburgh +7 131 £47,500 +5.55% 28
Glasgow +4 111 £45,000 +4.65% 6
Oxfordshire +20 104 £36,500 -16.57% 19
Bristol +7 103 £38,750 +12.75% 24
Buckinghamshire -15 95 £41,500 +10.66% 23
West Sussex +3 89 £42,500 -1.16% 13
Wales -3 85 £40,000 +14.28% 11
Cambridgeshire -28 76 £45,000 +12.50% 36
Reading -7 74 £38,750 -3.12% 8
Kent +15 72 £30,000 -6.41% 2
Cheshire -18 70 £40,000 +14.28% 19

Analytical Skills
Top 30 Related IT Skills

For the 6 months to 27 February 2017, IT jobs citing Analytical Skills also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Analytical Skills.

1 3861 (30.17%) Finance
2 3781 (29.55%) SQL
3 2940 (22.97%) Degree
4 2932 (22.91%) Agile Software Development
5 2330 (18.21%) Microsoft
6 1925 (15.04%) MS Excel
7 1825 (14.26%) SQL Server
8 1651 (12.90%) Analytics
9 1532 (11.97%) C#
10 1506 (11.77%) Windows
11 1486 (11.61%) .NET
12 1478 (11.55%) Project Management
13 1457 (11.39%) Java
14 1416 (11.07%) JavaScript
15 1353 (10.57%) Computer Science
16 1332 (10.41%) Business Intelligence
17 1248 (9.75%) HTML
18 1208 (9.44%) ITIL
19 1194 (9.33%) Marketing
20 1180 (9.22%) Oracle
21 1111 (8.68%) Linux
22 995 (7.78%) Python
23 991 (7.74%) Stakeholder Management
24 962 (7.52%) CSS
25 911 (7.12%) Banking
26 885 (6.92%) MS Office
27 876 (6.85%) SDLC
28 863 (6.74%) Business Analysis
29 851 (6.65%) Scrum
30 840 (6.56%) Web Services

Analytical Skills
Top Related IT Skills by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 572 (4.47%) SAS
2 480 (3.75%) SharePoint
3 294 (2.30%) CMS
4 248 (1.94%) MS Exchange
5 198 (1.55%) Apache
6 174 (1.36%) Apache Spark
7 165 (1.29%) IIS
8 151 (1.18%) Tomcat
9 130 (1.02%) Elasticsearch
10 122 (0.95%) WebLogic
11 115 (0.90%) WebSphere
12 108 (0.84%) Skype for Business
13 103 (0.80%) JBoss
14 91 (0.71%) Confluence
15 82 (0.64%) SharePoint 2013
16 75 (0.59%) BizTalk Server
17 74 (0.58%) Apache Pig
17 74 (0.58%) Umbraco
18 70 (0.55%) Exchange Server 2010
19 60 (0.47%) Exchange Server 2013
Applications
1 1925 (15.04%) MS Excel
2 885 (6.92%) MS Office
3 424 (3.31%) MS PowerPoint
4 252 (1.97%) MS Visio
4 252 (1.97%) SPSS
5 156 (1.22%) MS Project
6 95 (0.74%) Photoshop
7 72 (0.56%) Spreadsheet
8 46 (0.36%) Adobe Illustrator
9 25 (0.20%) InfoPath
10 21 (0.16%) Fireworks
11 17 (0.13%) Adobe Creative Suite
12 14 (0.11%) EViews
13 12 (0.094%) InDesign
13 12 (0.094%) Stata
14 11 (0.086%) OmniGraffle
15 9 (0.070%) AutoCAD
16 8 (0.063%) PTC Creo
16 8 (0.063%) Simulink
17 7 (0.055%) Pro/ENGINEER
Business Applications
1 132 (1.03%) Dynamics CRM
2 65 (0.51%) Dynamics NAV
3 64 (0.50%) Dynamics AX
4 59 (0.46%) Magento
5 54 (0.42%) SAP FI
6 51 (0.40%) SAP MM
7 50 (0.39%) SAP S/4HANA
8 44 (0.34%) Oracle EBS
9 41 (0.32%) SAP CRM
10 40 (0.31%) SAP Oil and Gas
11 39 (0.30%) assyst
12 38 (0.30%) SAP CO
13 37 (0.29%) SAP FI/CO
14 31 (0.24%) Sage X3
14 31 (0.24%) SAP BPC
15 29 (0.23%) SAP SD
16 28 (0.22%) SAP SRM
17 25 (0.20%) NetSuite
17 25 (0.20%) Sonata
18 24 (0.19%) Salesforce.com CRM
Cloud Services
1 345 (2.70%) Amazon AWS
2 343 (2.68%) Microsoft Azure
3 280 (2.19%) SaaS
4 251 (1.96%) Google Analytics
5 172 (1.34%) Office 365
6 118 (0.92%) Cloud Computing
7 99 (0.77%) IaaS
7 99 (0.77%) PaaS
8 81 (0.63%) Google Cloud Platform
9 58 (0.45%) Adobe Analytics
10 46 (0.36%) Amazon EC2
11 44 (0.34%) SuccessFactors
12 37 (0.29%) AdWords
12 37 (0.29%) Amazon S3
13 31 (0.24%) GitHub
13 31 (0.24%) Slack
14 28 (0.22%) Force.com
15 24 (0.19%) AWS CloudFormation
16 23 (0.18%) Yammer
17 16 (0.13%) Virtual Private Cloud
Communications & Networking
1 450 (3.52%) Firewall
2 419 (3.27%) DNS
3 366 (2.86%) Internet
4 336 (2.63%) TCP/IP
5 295 (2.31%) LAN
6 286 (2.23%) WAN
7 256 (2.00%) DHCP
8 231 (1.81%) Network Security
9 218 (1.70%) VPN
10 175 (1.37%) HTTP
10 175 (1.37%) Wireless
11 163 (1.27%) SAN
12 157 (1.23%) VoIP
13 137 (1.07%) BGP
13 137 (1.07%) MPLS
14 128 (1.00%) OSPF
15 126 (0.98%) SSL
16 89 (0.70%) FTP
17 84 (0.66%) Skype
18 75 (0.59%) Cisco Nexus
Database & Business Intelligence
1 1825 (14.26%) SQL Server
2 638 (4.99%) Relational Database
3 595 (4.65%) Data Warehouse
4 577 (4.51%) Big Data
5 550 (4.30%) SQL Server Reporting Services
6 549 (4.29%) SQL Server Integration Services
7 488 (3.81%) MySQL
8 412 (3.22%) Hadoop
9 313 (2.45%) QlikView
10 310 (2.42%) NoSQL
11 283 (2.21%) SQL Server 2008
12 277 (2.16%) SQL Server Analysis Services
13 243 (1.90%) BusinessObjects
14 206 (1.61%) Oracle Database
15 205 (1.60%) RDBMS
16 203 (1.59%) Data Mining
17 195 (1.52%) SQL Server 2012
18 171 (1.34%) Power BI
19 153 (1.20%) MongoDB
20 150 (1.17%) Apache Hive
Development Applications
1 408 (3.19%) Git (software)
2 359 (2.81%) JIRA
3 329 (2.57%) Selenium
4 308 (2.41%) Visual Studio
5 293 (2.29%) Team Foundation Server
6 200 (1.56%) Jenkins
7 135 (1.05%) Subversion
8 134 (1.05%) JUnit
9 118 (0.92%) Maven
10 111 (0.87%) Cucumber
11 80 (0.63%) Eclipse
12 78 (0.61%) WebDriver
13 62 (0.48%) SoapUI
14 60 (0.47%) Talend Open Studio
15 59 (0.46%) TeamCity
16 54 (0.42%) Axure RP
17 53 (0.41%) NUnit
18 48 (0.38%) Grunt
19 45 (0.35%) Ant
20 42 (0.33%) Oracle Forms
General
1 3861 (30.17%) Finance
2 1194 (9.33%) Marketing
3 911 (7.12%) Banking
4 826 (6.45%) Retail
5 540 (4.22%) Telecoms
6 331 (2.59%) Legal
7 317 (2.48%) Advertising
8 302 (2.36%) Manufacturing
9 194 (1.52%) Games
10 186 (1.45%) Investment Banking
11 163 (1.27%) Front Office
12 145 (1.13%) Law
13 144 (1.13%) Financial Institution
14 141 (1.10%) Billing
15 131 (1.02%) Back Office
15 131 (1.02%) Publishing
16 127 (0.99%) Electronics
17 80 (0.63%) Automotive
18 76 (0.59%) Pharmaceutical
19 70 (0.55%) Spanish Language
Job Titles
1 3887 (30.37%) Analyst
2 2467 (19.28%) Developer
3 1144 (8.94%) Business Analyst
4 885 (6.92%) Consultant
5 621 (4.85%) Architect
6 467 (3.65%) Data Analyst
7 457 (3.57%) .NET Developer
8 444 (3.47%) Support Analyst
9 443 (3.46%) C# Developer
10 398 (3.11%) Project Manager
10 398 (3.11%) Senior Analyst
11 361 (2.82%) Senior Developer
12 334 (2.61%) Java Developer
12 334 (2.61%) Junior
13 323 (2.52%) Applications Support
14 314 (2.45%) Graduate
15 291 (2.27%) SQL Analyst
16 283 (2.21%) C# .NET Developer
17 274 (2.14%) Administrator
18 260 (2.03%) Software Developer
Libraries, Frameworks & Software Standards
1 1486 (11.61%) .NET
2 1248 (9.75%) HTML
3 962 (7.52%) CSS
4 840 (6.56%) Web Services
5 747 (5.84%) XML
6 701 (5.48%) ASP.NET
7 549 (4.29%) AngularJS
8 482 (3.77%) jQuery
9 428 (3.34%) HTML5
10 331 (2.59%) ASP.NET MVC
11 284 (2.22%) .NET Framework
12 256 (2.00%) REST
13 250 (1.95%) RESTful
14 249 (1.95%) SOAP
15 238 (1.86%) Spring
16 216 (1.69%) CSS3
17 186 (1.45%) J2EE
18 182 (1.42%) JSON
19 168 (1.31%) Twitter Bootstrap
20 166 (1.30%) Node.js
Miscellaneous
1 1353 (10.57%) Computer Science
2 757 (5.92%) Management Information System
3 534 (4.17%) User Experience
4 376 (2.94%) Data Centre
5 288 (2.25%) Algorithms
6 271 (2.12%) Fintech
7 248 (1.94%) Data Structures
7 248 (1.94%) Enterprise Software
8 229 (1.79%) Mobile App
9 184 (1.44%) Social Media
10 154 (1.20%) Derivative
11 145 (1.13%) Foreign Exchange (FX)
12 137 (1.07%) Equities
13 134 (1.05%) Virtual Team
14 118 (0.92%) Fixed Income
15 114 (0.89%) Driving Licence
16 107 (0.84%) Client/Server
17 97 (0.76%) Clustering
18 95 (0.74%) Credit Risk
19 86 (0.67%) iPad
Operating Systems
1 1506 (11.77%) Windows
2 1111 (8.68%) Linux
3 669 (5.23%) Unix
4 466 (3.64%) Windows Server
5 225 (1.76%) Windows 7
6 224 (1.75%) Windows Server 2008
7 205 (1.60%) Apple iOS
8 203 (1.59%) Android
9 198 (1.55%) Windows Server 2012
10 114 (0.89%) Windows Server 2003
11 88 (0.69%) Windows 10
12 77 (0.60%) Red Hat Enterprise Linux
13 75 (0.59%) CentOS
14 65 (0.51%) Ubuntu
15 64 (0.50%) Windows XP
16 58 (0.45%) Mac OS X
17 57 (0.45%) Windows 8
18 56 (0.44%) AIX
19 32 (0.25%) Solaris
20 31 (0.24%) Mac OS
Processes & Methodologies
1 2932 (22.91%) Agile Software Development
2 1651 (12.90%) Analytics
3 1478 (11.55%) Project Management
4 1332 (10.41%) Business Intelligence
5 1208 (9.44%) ITIL
6 991 (7.74%) Stakeholder Management
7 876 (6.85%) SDLC
8 863 (6.74%) Business Analysis
9 851 (6.65%) Scrum
10 840 (6.56%) Mathematics
11 771 (6.02%) Software Engineering
12 760 (5.94%) CRM
13 737 (5.76%) Data Analysis
14 713 (5.57%) E-Commerce
15 711 (5.56%) Mentoring
16 707 (5.52%) Continuous Improvement
17 683 (5.34%) Change Management
18 624 (4.88%) Data Modelling
19 609 (4.76%) MVC
20 577 (4.51%) OO
Programming Languages
1 3781 (29.55%) SQL
2 1532 (11.97%) C#
3 1457 (11.39%) Java
4 1416 (11.07%) JavaScript
5 995 (7.78%) Python
6 574 (4.49%) T-SQL
7 520 (4.06%) R
8 499 (3.90%) C++
9 433 (3.38%) PHP
10 333 (2.60%) C
11 311 (2.43%) VBA
12 282 (2.20%) PL/SQL
13 258 (2.02%) VB.NET
14 243 (1.90%) PowerShell
15 235 (1.84%) Perl
16 177 (1.38%) Bash Shell
17 172 (1.34%) Ruby
18 161 (1.26%) VB
19 140 (1.09%) Scala
20 133 (1.04%) Shell Script
Qualifications
1 2940 (22.97%) Degree
2 438 (3.42%) Security Cleared
3 310 (2.42%) Cisco Certification
4 295 (2.31%) Microsoft Certification
5 291 (2.27%) ISEB
6 280 (2.19%) PhD
7 266 (2.08%) SC Cleared
8 196 (1.53%) CCNP
9 188 (1.47%) CCNA
10 166 (1.30%) CISSP
11 161 (1.26%) ISTQB
12 120 (0.94%) MCSE
13 117 (0.91%) ITIL Certification
14 116 (0.91%) CISA
15 114 (0.89%) DV Cleared
16 106 (0.83%) CISM
17 98 (0.77%) PMI Certification
18 95 (0.74%) Postgraduate
19 94 (0.73%) PMP
20 82 (0.64%) MCSA
Quality Assurance & Compliance
1 836 (6.53%) QA
2 428 (3.34%) SLA
3 295 (2.31%) Data Quality
4 267 (2.09%) PMO
5 130 (1.02%) ISO/IEC 27001
6 127 (0.99%) PCI DSS
7 52 (0.41%) COBIT
8 41 (0.32%) MiFID
9 32 (0.25%) IFRS
10 30 (0.23%) IFRS 9
11 27 (0.21%) SDET
12 23 (0.18%) Actionable Recommendations
13 21 (0.16%) ISO 9001
14 20 (0.16%) Cyber Essentials
14 20 (0.16%) WCAG
15 19 (0.15%) Sarbanes-Oxley
16 14 (0.11%) Cyber Essentials PLUS
17 13 (0.10%) GDPR
18 9 (0.070%) ISO 14001
19 8 (0.063%) ISO22301
System Software
1 613 (4.79%) Active Directory
2 336 (2.63%) VMware Infrastructure
3 126 (0.98%) Hyper-V
4 93 (0.73%) vSphere
5 82 (0.64%) Docker
6 49 (0.38%) HDFS
7 47 (0.37%) XenApp
8 42 (0.33%) VMware ESX
9 38 (0.30%) Firmware
10 29 (0.23%) Apache Flume
11 27 (0.21%) Oracle RAC
11 27 (0.21%) XenServer
12 24 (0.19%) XenDesktop
13 20 (0.16%) Virtual Machines
13 20 (0.16%) VirtualBox
14 17 (0.13%) Apache ZooKeeper
15 16 (0.13%) VMware Server
16 15 (0.12%) VMware ESXi
17 14 (0.11%) Microsoft App-V
18 12 (0.094%) Snort
Systems Management
1 141 (1.10%) SCCM
2 101 (0.79%) SCOM
3 91 (0.71%) HP Quality Center
4 70 (0.55%) Puppet
5 53 (0.41%) Nagios
6 46 (0.36%) Graphite
7 45 (0.35%) Ansible
8 41 (0.32%) Grafana
9 35 (0.27%) Backup Exec
10 34 (0.27%) Microsoft Clustering
10 34 (0.27%) Opscode Chef
11 31 (0.24%) Tivoli
12 26 (0.20%) Cisco CUCM
13 21 (0.16%) Kubernetes
13 21 (0.16%) Mesos
13 21 (0.16%) NetBackup
14 20 (0.16%) Ambari
14 20 (0.16%) Cisco Prime
14 20 (0.16%) WSUS
15 19 (0.15%) Norton AntiVirus
Vendors
1 2330 (18.21%) Microsoft
2 1180 (9.22%) Oracle
3 655 (5.12%) SAP
4 527 (4.12%) VMware
5 513 (4.01%) Cisco
6 490 (3.83%) Tableau
7 377 (2.95%) Google
8 257 (2.01%) IBM
9 256 (2.00%) HP
10 250 (1.95%) Salesforce.com
11 218 (1.70%) Citrix
12 143 (1.12%) Adobe
13 109 (0.85%) CheckPoint
13 109 (0.85%) Red Hat
14 101 (0.79%) ServiceNow
15 90 (0.70%) Siebel
16 82 (0.64%) Cognos
17 80 (0.63%) Juniper
17 80 (0.63%) Sybase
18 78 (0.61%) Apple
Hampshire
Informatiq Consulting
Posted: 4 hours ago
Edinburgh & Lothians
2i Resourcing
Salary: From £35,000 to £40,000 per annum
Posted: 6 hours ago
Warrington, Cheshire
ninesharp
Salary: £30000 - £33000 per annum + bonus, pension etc
Posted: 7 hours ago
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £23000.00 per annum
Posted: 4 hours ago
City, London
Big Wednesday Digital Ltd
Salary: £35000 - £55000 per annum + Negotiable
Posted: 12 hours ago
London
ComputAppoint
Salary: £50000 - £60000 per annum + Benefits
Posted: 2 hours ago
Manchester, Lancashire
Oliver James Associates
Salary: £30000 - £40000 per annum
Posted: 2 hours ago
Broxbourne, Hertfordshire
Understanding Recruitment
Salary: £22000 - £27000 per annum + benefits
Posted: 14 hours ago
Bristol, Avon
Webrecruit
Salary: Up to £33,000 per annum DOE Plus Benefits
Posted: 5 hours ago
City, London
I3
Salary: £65000 - £70000 per annum + + bonus + bens
Posted: 12 hours ago
Hampshire
HAYS INFORMATION TECHNOLOGY
Salary: £17500 - £21500 per annum
Posted: 3 hours ago
Leeds, West Yorkshire
Informatiq Consulting
Posted: 5 hours ago
Leicester, Leicestershire
Next
Salary: Completive salary and benefits package including relocation package
Posted: 12 hours ago
West London
Michael Bailey Associates
Salary: Market Rates
Posted: 3 hours ago
Bristol, Avon
Oliver James Associates
Salary: £30000 - £55000 per annum
Posted: 9 hours ago
London
networx
Salary: From £35,000 to £38,000 per annum + Benefits
Posted: 9 hours ago
Hounslow, Middlesex
Brightred Resourcing Limited
Salary: From £50,000 to £51,000 per annum Car Allowance, Bonus, Pension, Healt
Posted: 11 hours ago
Derby, Derbyshire
Erin Associates
Salary: £39000 - £40000 per annum + excellent benefits
Posted: 4 hours ago
Worcester, Worcestershire
Erin Associates
Salary: £30000 - £35000 per annum + excellent benefits
Posted: 4 hours ago
Bradford, West Yorkshire
Spring Technology
Salary: £45000.00 - £58000.00 per annum
Posted: 3 hours ago
Leeds, West Yorkshire
Informatiq Consulting
Posted: 4 hours ago
Chelmsford, Essex
Pure Resourcing Solutions
Salary: £45000 - £55000 per annum
Posted: 3 hours ago
London
Energon People
Salary: £40000 per annum + bonus + benefits
Posted: 4 hours ago
London
Cititec
Salary: £50000 - £55000 per annum + Bonus
Posted: 2 hours ago
Peterborough, Cambridgeshire
Informatiq Consulting
Posted: 4 hours ago
London
Oliver James Associates
Salary: £30000 - £41000 per annum
Posted: 9 hours ago
London
Aquent
Salary: £35000 - £40000 per annum
Posted: 3 hours ago
Dunfermline, Fife
Durham Professional Services Limited
Salary: From £45,000 to £55,000 per annum
Posted: 4 hours ago
Durham, County Durham
Gem Partnership
Salary: Competitive Salary
Posted: 5 hours ago
Slough, Berkshire
Spencer Rose
Salary: £45000 - £55000 per annum + + bonus & excellent benefits
Posted: 6 hours ago