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 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Analytical Skills
UK
Rank 26 18 23
Rank change year-on-year
-8 +5
Permanent jobs citing Analytical Skills 6130 8793 8723
As % of all permanent IT jobs located in the UK 7.27% 8.89% 8.28%
As % of the Miscellaneous category 17.95% 20.79% 20.44%
Number of salaries quoted 4684 6599 6553
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 £72,500 £75,000 £70,000
UK excluding London median salary £40,625 £41,000 £40,000
% change year-on-year
-0.91% +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
34148 42304 42679
As % of all permanent IT jobs located in the UK 40.50% 42.77% 40.52%
Number of salaries quoted 27845 33900 34606
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 £27,500
10% offered a salary of more than £80,000 £75,000 £80,000
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 23 January 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 23 January 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 5617 £45,000 -5.26% 1005
London -5 2488 £55,000 - 430
South East -12 973 £42,500 - 172
North West -7 451 £40,000 +3.89% 82
City of London -1 446 £58,802 +2.26% 104
East of England -4 406 £40,000 -11.11% 58
West Midlands +2 376 £38,750 -3.12% 86
South West -7 348 £40,000 +6.66% 50
Yorkshire -9 335 £40,000 +6.66% 73
Manchester -12 276 £40,000 -5.88% 50
Berkshire -4 266 £47,500 +5.55% 33
Scotland +2 232 £45,000 - 29
West Yorkshire -8 198 £40,000 - 46
East Midlands -12 180 £42,500 +16.43% 33
Hertfordshire -7 170 £40,000 -13.51% 27
Hampshire -4 166 £40,000 -13.51% 32
Birmingham -1 152 £38,750 -5.19% 35
Surrey -13 151 £45,000 +5.88% 36
Leeds -17 149 £36,939 -8.79% 33
Glasgow +4 123 £45,000 +7.14% 8
Buckinghamshire -15 100 £40,000 +12.67% 21
Wales 0 96 £40,000 +17.64% 12
Oxfordshire +34 91 £38,000 -25.49% 17
Reading -3 91 £45,000 +2.85% 12
Edinburgh -4 91 £47,750 +0.52% 16
South Wales +3 77 £40,000 +14.28% 10
Cheshire -11 77 £38,250 +9.28% 18
Kent +10 76 £35,000 - 15
Gloucestershire -3 73 £47,500 - 8
Cambridgeshire -22 71 £42,500 +7.59% 18

Analytical Skills
Top 30 Related IT Skills

For the 6 months to 23 January 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 3902 (30.19%) Finance
2 3813 (29.50%) SQL
3 2945 (22.79%) Degree
4 2944 (22.78%) Agile Software Development
5 2338 (18.09%) Microsoft
6 1929 (14.92%) MS Excel
7 1884 (14.58%) SQL Server
8 1622 (12.55%) Analytics
9 1582 (12.24%) Project Management
10 1518 (11.74%) C#
11 1512 (11.70%) Windows
12 1490 (11.53%) Java
13 1479 (11.44%) .NET
14 1413 (10.93%) JavaScript
15 1392 (10.77%) Business Intelligence
16 1335 (10.33%) Computer Science
17 1286 (9.95%) ITIL
18 1255 (9.71%) HTML
19 1231 (9.52%) Oracle
20 1208 (9.35%) Marketing
21 1155 (8.94%) Linux
22 987 (7.64%) Python
23 984 (7.61%) Stakeholder Management
24 960 (7.43%) CSS
25 910 (7.04%) SDLC
26 909 (7.03%) MS Office
27 879 (6.80%) Banking
28 878 (6.79%) QA
29 860 (6.65%) Scrum
30 838 (6.48%) 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
1 532 (4.12%) SAS
2 497 (3.85%) SharePoint
3 296 (2.29%) CMS
4 253 (1.96%) MS Exchange
5 177 (1.37%) Apache Spark
6 171 (1.32%) Apache
7 156 (1.21%) IIS
8 135 (1.04%) Tomcat
9 134 (1.04%) WebLogic
10 118 (0.91%) Elasticsearch
11 114 (0.88%) WebSphere
12 103 (0.80%) Skype for Business
13 101 (0.78%) JBoss
14 94 (0.73%) SharePoint 2013
15 92 (0.71%) Confluence
16 80 (0.62%) Apache Pig
17 76 (0.59%) Exchange Server 2010
18 75 (0.58%) SharePoint 2010
19 64 (0.50%) BizTalk Server
19 64 (0.50%) Umbraco
Applications
1 1929 (14.92%) MS Excel
2 909 (7.03%) MS Office
3 442 (3.42%) MS PowerPoint
4 272 (2.10%) SPSS
5 254 (1.97%) MS Visio
6 158 (1.22%) MS Project
7 85 (0.66%) Photoshop
8 79 (0.61%) Spreadsheet
9 45 (0.35%) Adobe Illustrator
10 30 (0.23%) InfoPath
11 27 (0.21%) Fireworks
12 19 (0.15%) OmniGraffle
13 16 (0.12%) Stata
14 15 (0.12%) Adobe Creative Suite
15 13 (0.10%) EViews
16 9 (0.070%) InVision
17 8 (0.062%) AutoCAD
17 8 (0.062%) Simulink
18 7 (0.054%) InDesign
19 5 (0.039%) PTC Creo
Business Applications
1 132 (1.02%) Dynamics CRM
2 70 (0.54%) Dynamics NAV
3 63 (0.49%) Dynamics AX
4 59 (0.46%) SAP MM
5 57 (0.44%) Magento
6 50 (0.39%) SAP FI
7 49 (0.38%) SAP Oil and Gas
8 42 (0.32%) assyst
9 41 (0.32%) Oracle EBS
10 38 (0.29%) SAP SRM
11 35 (0.27%) SAP CRM
12 33 (0.26%) SAP CO
12 33 (0.26%) SAP FI/CO
13 32 (0.25%) FastStats
14 30 (0.23%) SAP BPC
15 26 (0.20%) SAP SD
16 23 (0.18%) Sonata
16 23 (0.18%) Unit4 Business World
17 21 (0.16%) Oracle BPM
17 21 (0.16%) WebTrends
Cloud Services
1 358 (2.77%) Microsoft Azure
2 346 (2.68%) Amazon AWS
3 272 (2.10%) SaaS
4 212 (1.64%) Google Analytics
5 200 (1.55%) Office 365
6 103 (0.80%) Cloud Computing
7 102 (0.79%) PaaS
8 97 (0.75%) IaaS
9 72 (0.56%) Google Cloud Platform
10 51 (0.39%) Adobe Analytics
11 46 (0.36%) Amazon EC2
12 34 (0.26%) Amazon S3
13 31 (0.24%) SuccessFactors
14 30 (0.23%) AdWords
15 28 (0.22%) Slack
16 26 (0.20%) Force.com
17 25 (0.19%) GitHub
18 22 (0.17%) Yammer
19 21 (0.16%) AWS CloudFormation
20 17 (0.13%) Google Tag Manager
Communications & Networking
1 467 (3.61%) Firewall
2 444 (3.44%) DNS
3 342 (2.65%) Internet
4 329 (2.55%) TCP/IP
5 320 (2.48%) LAN
6 315 (2.44%) WAN
7 283 (2.19%) DHCP
8 236 (1.83%) Network Security
9 221 (1.71%) VPN
10 190 (1.47%) Wireless
11 169 (1.31%) VoIP
12 168 (1.30%) SAN
13 163 (1.26%) HTTP
14 154 (1.19%) MPLS
15 139 (1.08%) BGP
16 128 (0.99%) SSL
17 121 (0.94%) OSPF
18 100 (0.77%) FTP
19 91 (0.70%) Intranet
20 85 (0.66%) Skype
Database & Business Intelligence
1 1884 (14.58%) SQL Server
2 659 (5.10%) Data Warehouse
3 652 (5.04%) Relational Database
4 557 (4.31%) Big Data
5 556 (4.30%) SQL Server Integration Services
6 546 (4.22%) SQL Server Reporting Services
7 497 (3.85%) MySQL
8 386 (2.99%) Hadoop
9 333 (2.58%) NoSQL
10 295 (2.28%) SQL Server Analysis Services
11 287 (2.22%) SQL Server 2008
12 282 (2.18%) QlikView
13 245 (1.90%) BusinessObjects
14 230 (1.78%) RDBMS
15 227 (1.76%) Oracle Database
16 222 (1.72%) SQL Server 2012
17 199 (1.54%) Data Mining
18 173 (1.34%) Power BI
19 157 (1.21%) MongoDB
20 137 (1.06%) Apache Hive
Development Applications
1 425 (3.29%) Git (software)
2 358 (2.77%) JIRA
3 325 (2.51%) Selenium
4 285 (2.21%) Team Foundation Server
5 281 (2.17%) Visual Studio
6 196 (1.52%) Jenkins
7 146 (1.13%) Subversion
8 137 (1.06%) JUnit
9 120 (0.93%) Cucumber
10 104 (0.80%) Maven
11 84 (0.65%) Eclipse
12 68 (0.53%) WebDriver
13 63 (0.49%) SoapUI
14 61 (0.47%) Talend Open Studio
15 52 (0.40%) TeamCity
16 49 (0.38%) NUnit
17 48 (0.37%) Axure RP
18 47 (0.36%) Grunt
19 46 (0.36%) Gradle
19 46 (0.36%) HP UFT
General
1 3902 (30.19%) Finance
2 1208 (9.35%) Marketing
3 879 (6.80%) Banking
4 818 (6.33%) Retail
5 594 (4.60%) Telecoms
6 338 (2.62%) Legal
7 295 (2.28%) Advertising
8 290 (2.24%) Manufacturing
9 217 (1.68%) Games
10 202 (1.56%) Investment Banking
11 183 (1.42%) Front Office
12 161 (1.25%) Back Office
13 153 (1.18%) Publishing
14 152 (1.18%) Law
15 144 (1.11%) Financial Institution
16 136 (1.05%) Billing
17 124 (0.96%) Electronics
18 78 (0.60%) Pharmaceutical
19 71 (0.55%) Automotive
20 67 (0.52%) Spanish Language
Job Titles
1 3729 (28.85%) Analyst
2 2516 (19.47%) Developer
3 1115 (8.63%) Business Analyst
4 868 (6.72%) Consultant
5 646 (5.00%) Architect
6 493 (3.81%) Data Analyst
7 473 (3.66%) C# Developer
8 449 (3.47%) .NET Developer
9 435 (3.37%) Project Manager
10 388 (3.00%) Senior Developer
10 388 (3.00%) Support Analyst
11 356 (2.75%) Java Developer
12 348 (2.69%) Senior Analyst
13 331 (2.56%) Junior
14 323 (2.50%) Applications Support
15 305 (2.36%) Graduate
16 289 (2.24%) C# .NET Developer
17 288 (2.23%) SQL Analyst
18 278 (2.15%) IT Analyst
19 275 (2.13%) Administrator
Libraries, Frameworks & Software Standards
1 1479 (11.44%) .NET
2 1255 (9.71%) HTML
3 960 (7.43%) CSS
4 838 (6.48%) Web Services
5 780 (6.03%) XML
6 663 (5.13%) ASP.NET
7 514 (3.98%) AngularJS
8 497 (3.85%) jQuery
9 423 (3.27%) HTML5
10 298 (2.31%) ASP.NET MVC
11 269 (2.08%) REST
12 267 (2.07%) SOAP
13 259 (2.00%) .NET Framework
14 257 (1.99%) Spring
15 250 (1.93%) RESTful
16 214 (1.66%) CSS3
17 211 (1.63%) J2EE
18 182 (1.41%) JSON
19 166 (1.28%) Twitter Bootstrap
20 158 (1.22%) WCF
Miscellaneous
1 1335 (10.33%) Computer Science
2 772 (5.97%) Management Information System
3 637 (4.93%) Mathematics
4 541 (4.19%) User Experience
5 447 (3.46%) Statistics
6 443 (3.43%) Visualisation
7 391 (3.03%) Data Centre
8 287 (2.22%) Algorithms
9 280 (2.17%) Mobile App
10 259 (2.00%) Data Structures
11 254 (1.97%) Enterprise Software
12 237 (1.83%) Fintech
13 194 (1.50%) Derivative
14 190 (1.47%) Economics
14 190 (1.47%) Physics
15 186 (1.44%) Social Media
16 184 (1.42%) Data Integration
17 169 (1.31%) Equities
18 160 (1.24%) Virtual Team
19 151 (1.17%) Foreign Exchange (FX)
Operating Systems
1 1512 (11.70%) Windows
2 1155 (8.94%) Linux
3 711 (5.50%) Unix
4 449 (3.47%) Windows Server
5 227 (1.76%) Apple iOS
6 221 (1.71%) Android
6 221 (1.71%) Windows 7
7 214 (1.66%) Windows Server 2008
8 191 (1.48%) Windows Server 2012
9 109 (0.84%) Windows Server 2003
10 85 (0.66%) Red Hat Enterprise Linux
11 78 (0.60%) Windows 10
12 58 (0.45%) Mac OS X
12 58 (0.45%) Windows XP
13 57 (0.44%) CentOS
14 51 (0.39%) Windows 8
15 45 (0.35%) Ubuntu
16 39 (0.30%) AIX
17 33 (0.26%) Solaris
18 26 (0.20%) Windows Phone
Processes & Methodologies
1 2944 (22.78%) Agile Software Development
2 1622 (12.55%) Analytics
3 1582 (12.24%) Project Management
4 1392 (10.77%) Business Intelligence
5 1286 (9.95%) ITIL
6 984 (7.61%) Stakeholder Management
7 910 (7.04%) SDLC
8 860 (6.65%) Scrum
9 833 (6.44%) Business Analysis
10 749 (5.79%) Mentoring
11 739 (5.72%) Software Engineering
12 737 (5.70%) Continuous Improvement
13 734 (5.68%) Data Analysis
14 728 (5.63%) CRM
15 711 (5.50%) E-Commerce
16 693 (5.36%) Change Management
17 654 (5.06%) Data Modelling
18 620 (4.80%) ETL
19 607 (4.70%) MVC
20 565 (4.37%) OO
Programming Languages
1 3813 (29.50%) SQL
2 1518 (11.74%) C#
3 1490 (11.53%) Java
4 1413 (10.93%) JavaScript
5 987 (7.64%) Python
6 570 (4.41%) T-SQL
7 506 (3.91%) C++
8 500 (3.87%) R
9 439 (3.40%) PHP
10 353 (2.73%) C
11 308 (2.38%) VBA
12 296 (2.29%) PL/SQL
13 286 (2.21%) PowerShell
14 264 (2.04%) VB.NET
15 245 (1.90%) Perl
16 173 (1.34%) VB
17 168 (1.30%) Bash Shell
18 163 (1.26%) Ruby
19 156 (1.21%) Shell Script
20 149 (1.15%) Scala
Qualifications
1 2945 (22.79%) Degree
2 446 (3.45%) Security Cleared
3 339 (2.62%) Cisco Certification
4 307 (2.38%) ISEB
5 305 (2.36%) Microsoft Certification
6 268 (2.07%) SC Cleared
7 235 (1.82%) PhD
8 212 (1.64%) CCNA
9 208 (1.61%) CCNP
10 193 (1.49%) CISSP
11 154 (1.19%) ISTQB
12 144 (1.11%) CISA
13 133 (1.03%) DV Cleared
14 131 (1.01%) PMI Certification
15 130 (1.01%) CISM
16 126 (0.97%) MCSE
17 124 (0.96%) ITIL Certification
18 110 (0.85%) PMP
19 91 (0.70%) MCSA
20 83 (0.64%) Postgraduate
Quality Assurance & Compliance
1 878 (6.79%) QA
2 423 (3.27%) SLA
3 302 (2.34%) Data Quality
4 151 (1.17%) ISO/IEC 27001
5 150 (1.16%) PCI DSS
6 75 (0.58%) COBIT
7 42 (0.32%) MiFID
8 35 (0.27%) Sarbanes-Oxley
9 25 (0.19%) Actionable Recommendations
9 25 (0.19%) ISO 9001
9 25 (0.19%) WCAG
10 20 (0.15%) SDET
11 13 (0.10%) COSO
12 11 (0.085%) GDPR
12 11 (0.085%) ISO 14001
13 8 (0.062%) GPG13
14 7 (0.054%) HIPAA
14 7 (0.054%) P3O
15 6 (0.046%) HL7
15 6 (0.046%) RMADS
System Software
1 618 (4.78%) Active Directory
2 327 (2.53%) VMware Infrastructure
3 117 (0.91%) Hyper-V
4 96 (0.74%) vSphere
5 86 (0.67%) Docker
6 60 (0.46%) XenApp
7 50 (0.39%) VMware ESX
8 37 (0.29%) HDFS
9 32 (0.25%) Oracle RAC
10 29 (0.22%) XenDesktop
11 28 (0.22%) Firmware
12 25 (0.19%) Virtual Machines
13 24 (0.19%) Apache Flume
14 22 (0.17%) VMware Server
14 22 (0.17%) XenServer
15 20 (0.15%) Apache ZooKeeper
16 18 (0.14%) Virtual Servers
17 17 (0.13%) VirtualBox
17 17 (0.13%) VMware ESXi
18 14 (0.11%) Microsoft App-V
Systems Management
1 162 (1.25%) SCCM
2 110 (0.85%) SCOM
3 90 (0.70%) HP Quality Center
4 56 (0.43%) Nagios
5 53 (0.41%) Puppet
6 44 (0.34%) Tivoli
7 43 (0.33%) Graphite
8 39 (0.30%) Ansible
9 38 (0.29%) Grafana
10 35 (0.27%) Microsoft Clustering
11 31 (0.24%) Backup Exec
12 30 (0.23%) Cisco CUCM
13 27 (0.21%) Opscode Chef
14 24 (0.19%) WSUS
15 23 (0.18%) NetBackup
16 21 (0.16%) Cisco Prime
17 20 (0.15%) Control-M
18 19 (0.15%) Ambari
19 17 (0.13%) McAfee ePO
20 16 (0.12%) Mesos
Vendors
1 2338 (18.09%) Microsoft
2 1231 (9.52%) Oracle
3 656 (5.08%) SAP
4 544 (4.21%) Cisco
5 527 (4.08%) VMware
6 479 (3.71%) Tableau
7 331 (2.56%) Google
8 287 (2.22%) HP
9 285 (2.21%) IBM
10 255 (1.97%) Salesforce.com
11 234 (1.81%) Citrix
12 136 (1.05%) Adobe
13 129 (1.00%) CheckPoint
14 115 (0.89%) Red Hat
15 106 (0.82%) Sybase
16 99 (0.77%) Informatica
16 99 (0.77%) ServiceNow
17 94 (0.73%) Cognos
18 93 (0.72%) Siebel
19 79 (0.61%) Avaya
Telford, Shropshire
Lorien Resourcing
Salary: £1 per annum
Posted: 1 hour ago
London
Venturi
Salary: £25000 - £30000 per annum + plus bonus and benefits
Posted: 1 hour ago
Leeds, West Yorkshire
Rullion IT Plus
Salary: £35000 per annum
Posted: 1 hour ago
Bury St. Edmunds, Suffolk
Hurren and Hope
Salary: £24k - 28k per year + Benefits, Career advancement & Training
Posted: 4 hours ago
Broxbourne, Hertfordshire
Understanding Recruitment
Salary: £22000 - £27000 per annum + benefits
Posted: 5 hours ago
London
Miller Maxwell Ltd
Salary: From £25,000 to £30,000 per annum
Posted: 2 hours ago
Liverpool, Merseyside
Adria Solutions Ltd
Salary: £28000 - £35000 per annum + Benefits
Posted: 1 hour ago
Pontefract, West Yorkshire
EasyWebRecruitment.com
Salary: Competitive
Posted: 1 hour ago
Cambridge, Cambridgeshire
People Source Consulting
Salary: £28000 - £30000 per annum + Bonus & pension scheme
Posted: 2 hours ago
City, London
Big Wednesday Digital Ltd
Salary: £45000 - £90000 per annum + Negotiable
Posted: 1 hour ago
London
Experis Ltd
Salary: £39333 - £45232 per annum + pension + benefits
Posted: 1 hour ago
Southampton, Hampshire
Bluetownonline
Salary: £45000 - £50000 per annum
Posted: 2 hours ago
Coalville, Leicestershire
Pro-Quest Resourcing Ltd
Salary: £35000 - £50000 Per Annum 35K-50K
Posted: 1 hour ago
Bristol, Avon
Asset Resourcing Ltd
Salary: £40000 - £45000 per annum + Benefits
Posted: 53 minutes ago
Pontefract, West Yorkshire
EasyWebRecruitment.com
Salary: Competitive
Posted: 48 minutes ago
London
Marks Sattin
Salary: £55000 - £60000 per annum + bonus and pension
Posted: 1 hour ago
Buckinghamshire
Rullion IT Plus
Salary: £40000 - £50000 per annum
Posted: 1 hour ago
Kingston Upon Thames, Surrey
Client Server
Salary: £40k to £60k + bonus + benefits
Posted: 2 hours ago
London
Nigel Frank International Ltd
Salary: £40000 - £60000 per annum
Posted: 3 hours ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 3 hours ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 3 hours ago
Watford, Hertfordshire
Understanding Recruitment
Salary: £25000 - £30000 per annum + benefits
Posted: 6 hours ago
North London
Understanding Recruitment
Salary: £28000.00 - £32000.00 per annum + Benefits
Posted: 7 hours ago
Manchester, Lancashire
Mortimer Spinks
Salary: £30000 - £40000 per annum
Posted: 2 hours ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 3 hours ago
City, London
Hatstand Limited
Salary: £500 - £550 per annum
Posted: 2 hours ago
City, London
Client Server
Salary: £90k to £120k + bonus + benefits
Posted: 2 hours ago
London
Information Technology Services
Salary: £50k - 55k per year + Benefits
Posted: 12 hours ago
City, London
Harrington Starr
Salary: £40000 - £45000 per annum + plus package and bonus
Posted: Yesterday
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 1 hour ago