The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 3 months to 26 June 2017 with a comparison to the same period over the previous 2 years.

Analytical Skills
UK
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 22 24 21
Rank change year-on-year +2 -3  
Permanent jobs citing Analytical Skills 7236 7750 9602
As % of all permanent IT jobs advertised in the UK 8.09% 7.98% 8.66%
As % of the Miscellaneous category 19.22% 19.32% 21.17%
Number of salaries quoted 5088 5962 7122
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £27,500 £27,500 £27,000
10% offered a salary of more than £72,500 £72,500 £70,000
UK excluding London median salary £40,000 £40,000 £40,000

Analytical Skills is in the generic IT skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for generic IT skills.

Generic IT Skills
UK
Permanent job vacancies with a requirement for generic IT skills 37644 40107 45356
As % of all permanent IT job vacancies advertised in the UK 42.09% 41.32% 40.92%
Number of salaries quoted 29452 32865 36209
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26%  
90% offered a salary of more than £30,000 £29,500 £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
Job Vacancy Trend

The job posting trend of jobs advertised citing Analytical Skills as a proportion of all permanent or contract IT jobs with a match in the Miscellaneous category.

Job vacancy trend for Analytical Skills 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.

Salary trend for Analytical Skills in the UK

Analytical Skills
Salary Histogram

The salary distribution of IT jobs citing Analytical Skills over the 3 months to 26 June 2017.

Salary histogram for Analytical Skills 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 26 June 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 +2 6759 £45,000 -2.17% 1068
London 0 3061 £57,500 +4.54% 461
South East +5 1102 £40,000 -5.88% 158
East of England -5 564 £42,500 +0.59% 105
North West -3 515 £40,000 +6.66% 95
West Midlands 0 408 £41,500 +3.75% 63
Yorkshire +5 405 £40,000 +11.11% 68
City of London -4 372 £62,500 +17.92% 94
South West -16 363 £38,625 -3.43% 62
Manchester -9 317 £40,000 - 50
West Yorkshire +4 267 £40,500 +15.71% 43
Berkshire +13 262 £45,000 - 29
Scotland -4 256 £42,500 -5.55% 34
East Midlands +15 251 £40,000 +14.28% 32
Hertfordshire -7 213 £47,500 - 26
Leeds +4 195 £37,500 +7.14% 32
Hampshire -3 181 £40,000 +8.84% 36
Surrey -13 170 £50,000 +11.11% 25
Cambridgeshire -4 150 £43,000 +19.44% 42
Birmingham -1 144 £42,500 +6.25% 27
Edinburgh -3 140 £40,000 -11.11% 18
Cambridge +4 129 £41,000 +9.33% 31
Cheshire -6 129 £38,750 +3.33% 22
West Sussex +39 116 £34,000 -12.82% 13
Reading +35 116 £40,000 -11.11% 10
Buckinghamshire -5 116 £40,000 - 18
Gloucestershire 0 112 £35,000 -26.31% 10
Bristol -4 104 £39,500 +5.33% 28
Oxfordshire -13 103 £32,500 -40.90% 10
Wales +2 96 £40,000 - 6

For the 6 months to 26 June 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 4379 (32.41%) Finance
2 4077 (30.17%) SQL
3 3300 (24.42%) Degree
4 3242 (23.99%) Agile Software Development
5 2381 (17.62%) Microsoft
6 1986 (14.70%) Analytics
7 1828 (13.53%) SQL Server
8 1697 (12.56%) Java
9 1591 (11.77%) Project Management
10 1583 (11.72%) .NET
11 1512 (11.19%) C#
12 1490 (11.03%) JavaScript
13 1442 (10.67%) Retail
14 1437 (10.63%) Computer Science
15 1423 (10.53%) Business Intelligence
16 1421 (10.52%) Windows
17 1392 (10.30%) Microsoft Excel
18 1349 (9.98%) Banking
19 1320 (9.77%) Oracle
20 1279 (9.47%) HTML
21 1193 (8.83%) Marketing
22 1165 (8.62%) ITIL
23 1158 (8.57%) Linux
24 1098 (8.13%) Python
25 1097 (8.12%) SDLC
26 1087 (8.04%) Stakeholder Management
27 991 (7.33%) Business Analysis
28 971 (7.19%) CSS
29 937 (6.93%) Scrum
30 929 (6.88%) Data Analysis

Analytical Skills
Co-occurring 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
1 654 (4.84%) SAS
2 346 (2.56%) SharePoint
3 248 (1.84%) Apache Spark
4 229 (1.69%) Apache
5 226 (1.67%) CMS
6 220 (1.63%) MS Exchange
7 159 (1.18%) IIS
8 148 (1.10%) Tomcat
9 141 (1.04%) WebSphere
10 116 (0.86%) Elasticsearch
11 100 (0.74%) JBoss
12 92 (0.68%) Skype for Business
13 75 (0.56%) Confluence
14 68 (0.50%) WebLogic
15 67 (0.50%) Exchange Server 2010
16 63 (0.47%) Apache Pig
16 63 (0.47%) BizTalk Server
17 56 (0.41%) Oracle SOA Suite
18 55 (0.41%) SharePoint 2013
19 52 (0.38%) Apache Solr
Applications
1 1392 (10.30%) Microsoft Excel
2 780 (5.77%) Microsoft Office
3 446 (3.30%) Microsoft PowerPoint
4 227 (1.68%) SPSS
5 202 (1.49%) MS Visio
6 122 (0.90%) Microsoft Project
7 84 (0.62%) Spreadsheet
8 69 (0.51%) Photoshop
9 41 (0.30%) Adobe Illustrator
10 20 (0.15%) Adobe Creative Suite
11 14 (0.10%) InDesign
12 10 (0.074%) SPSS Modeler
13 9 (0.067%) EViews
13 9 (0.067%) InfoPath
14 7 (0.052%) EngageOne
14 7 (0.052%) Simulink
14 7 (0.052%) Stata
15 6 (0.044%) Doxygen
16 5 (0.037%) AutoCAD
16 5 (0.037%) Open Workbench
Business Applications
1 116 (0.86%) Dynamics CRM
2 83 (0.61%) Dynamics AX
2 83 (0.61%) SAP FI
3 81 (0.60%) SAP Oil and Gas
4 78 (0.58%) SAP CO
5 77 (0.57%) Oracle EBS
6 75 (0.56%) SAP FI/CO
7 63 (0.47%) Oracle EBS R12
8 53 (0.39%) SAP MM
9 47 (0.35%) SAP SD
10 46 (0.34%) Dynamics NAV
11 41 (0.30%) SAP CRM
11 41 (0.30%) SAP ERP
12 38 (0.28%) SAP S/4HANA
13 35 (0.26%) Sage X3
14 34 (0.25%) Magento
15 33 (0.24%) Oracle Applications
16 32 (0.24%) assyst
16 32 (0.24%) SAP BPC
17 30 (0.22%) SAP Hybris
Cloud Services
1 482 (3.57%) Amazon AWS
2 396 (2.93%) Microsoft Azure
3 308 (2.28%) SaaS
4 258 (1.91%) Google Analytics
5 185 (1.37%) Office 365
6 162 (1.20%) Cloud Computing
7 126 (0.93%) IaaS
8 120 (0.89%) PaaS
9 95 (0.70%) GitHub
10 82 (0.61%) Google Cloud Platform
11 80 (0.59%) SuccessFactors
12 61 (0.45%) Amazon EC2
13 55 (0.41%) Adobe Analytics
14 40 (0.30%) Amazon S3
15 32 (0.24%) AdWords
16 25 (0.19%) Virtual Private Cloud
17 22 (0.16%) AWS CloudFormation
17 22 (0.16%) Yammer
18 18 (0.13%) Amazon Glacier
18 18 (0.13%) Google Tag Manager
Communications & Networking
1 442 (3.27%) Firewall
2 392 (2.90%) Internet
3 370 (2.74%) TCP/IP
4 304 (2.25%) WAN
5 289 (2.14%) DNS
6 285 (2.11%) LAN
7 238 (1.76%) VPN
8 224 (1.66%) Network Security
9 209 (1.55%) HTTP
10 182 (1.35%) Wireless
11 169 (1.25%) DHCP
12 131 (0.97%) SAN
13 114 (0.84%) VoIP
14 105 (0.78%) BGP
14 105 (0.78%) SSL
15 84 (0.62%) OSPF
16 79 (0.58%) Skype
16 79 (0.58%) VLAN
17 76 (0.56%) Unified Communications
18 73 (0.54%) LDAP
Database & Business Intelligence
1 1828 (13.53%) SQL Server
2 666 (4.93%) Big Data
3 610 (4.51%) Data Warehouse
4 593 (4.39%) Relational Database
5 554 (4.10%) SQL Server Integration Services
6 548 (4.06%) SQL Server Reporting Services
7 502 (3.72%) MySQL
8 486 (3.60%) Hadoop
9 340 (2.52%) BusinessObjects
10 325 (2.41%) NoSQL
11 315 (2.33%) QlikView
12 281 (2.08%) Data Mining
13 267 (1.98%) SQL Server Analysis Services
14 237 (1.75%) Power BI
15 216 (1.60%) MongoDB
16 208 (1.54%) SQL Server 2008
17 187 (1.38%) Apache Hive
18 184 (1.36%) RDBMS
19 177 (1.31%) Oracle Database
20 148 (1.10%) SQL Server 2012
Development Applications
1 458 (3.39%) JIRA
2 414 (3.06%) Git (software)
3 325 (2.41%) Selenium
4 314 (2.32%) Visual Studio
5 254 (1.88%) Team Foundation Server
6 244 (1.81%) Jenkins
7 171 (1.27%) Subversion
8 145 (1.07%) JUnit
9 135 (1.00%) WebDriver
10 126 (0.93%) Maven
11 117 (0.87%) TeamCity
12 113 (0.84%) Cucumber
13 90 (0.67%) Eclipse
14 62 (0.46%) NUnit
15 61 (0.45%) TestNG
16 54 (0.40%) Oracle Forms
17 52 (0.38%) Protractor
17 52 (0.38%) Talend Open Studio
18 51 (0.38%) HP UFT
19 50 (0.37%) SQL Server Management Studio (SSMS)
General
1 4379 (32.41%) Finance
2 1442 (10.67%) Retail
3 1349 (9.98%) Banking
4 1193 (8.83%) Marketing
5 690 (5.11%) Investment Banking
6 582 (4.31%) Retail Banking
7 527 (3.90%) Telecoms
8 413 (3.06%) Manufacturing
9 399 (2.95%) Legal
10 292 (2.16%) Advertising
11 223 (1.65%) Games
12 213 (1.58%) Front Office
13 188 (1.39%) Financial Institution
14 180 (1.33%) Law
15 162 (1.20%) Electronics
16 115 (0.85%) Publishing
17 102 (0.75%) Back Office
18 93 (0.69%) Billing
19 88 (0.65%) Automotive
20 79 (0.58%) Pharmaceutical
Job Titles
1 4280 (31.68%) Analyst
2 2481 (18.36%) Developer
3 1309 (9.69%) Business Analyst
4 963 (7.13%) Consultant
5 569 (4.21%) Architect
6 565 (4.18%) Data Analyst
7 455 (3.37%) Senior Analyst
8 445 (3.29%) Support Analyst
9 444 (3.29%) Graduate
10 421 (3.12%) .NET Developer
11 374 (2.77%) C# Developer
12 368 (2.72%) Software Developer
13 341 (2.52%) Junior
13 341 (2.52%) Senior Developer
14 331 (2.45%) Applications Support
14 331 (2.45%) Project Manager
15 327 (2.42%) Data Scientist
16 326 (2.41%) Java Developer
17 325 (2.41%) Software Engineer
18 309 (2.29%) IT Analyst
Libraries, Frameworks & Software Standards
1 1583 (11.72%) .NET
2 1279 (9.47%) HTML
3 971 (7.19%) CSS
4 802 (5.94%) Web Services
5 678 (5.02%) ASP.NET
6 663 (4.91%) AngularJS
7 660 (4.88%) XML
8 496 (3.67%) jQuery
9 447 (3.31%) HTML5
10 362 (2.68%) .NET Framework
11 338 (2.50%) ASP.NET MVC
12 276 (2.04%) REST
13 249 (1.84%) Node.js
14 246 (1.82%) JSON
15 236 (1.75%) SOAP
16 208 (1.54%) RESTful
17 205 (1.52%) Spring
18 199 (1.47%) CSS3
19 181 (1.34%) Twitter Bootstrap
20 171 (1.27%) ASP.NET Web API
Miscellaneous
1 1437 (10.63%) Computer Science
2 868 (6.42%) Management Information System
3 620 (4.59%) User Experience
4 319 (2.36%) Data Centre
5 295 (2.18%) Algorithms
6 286 (2.12%) Enterprise Software
7 270 (2.00%) Fintech
8 256 (1.89%) Mobile App
9 220 (1.63%) Data Structures
10 205 (1.52%) Foreign Exchange (FX)
11 184 (1.36%) Virtual Team
12 169 (1.25%) Derivative
13 135 (1.00%) Greenfield Project
14 131 (0.97%) Social Media
15 113 (0.84%) Clustering
16 108 (0.80%) Equities
17 103 (0.76%) Life Science
18 102 (0.75%) Driving Licence
19 100 (0.74%) Client/Server
19 100 (0.74%) Fixed Income
Operating Systems
1 1421 (10.52%) Windows
2 1158 (8.57%) Linux
3 706 (5.22%) Unix
4 465 (3.44%) Windows Server
5 240 (1.78%) Android
6 211 (1.56%) Apple iOS
7 201 (1.49%) Windows Server 2008
8 185 (1.37%) Windows 7
9 142 (1.05%) Windows Server 2012
10 132 (0.98%) Red Hat Enterprise Linux
11 105 (0.78%) Windows 10
12 91 (0.67%) CentOS
13 78 (0.58%) AIX
13 78 (0.58%) Windows Server 2003
14 65 (0.48%) Ubuntu
15 57 (0.42%) Mac OS X
16 56 (0.41%) Windows 8
17 51 (0.38%) Windows XP
18 48 (0.36%) Solaris
19 39 (0.29%) Mac OS
Processes & Methodologies
1 3242 (23.99%) Agile Software Development
2 1986 (14.70%) Analytics
3 1591 (11.77%) Project Management
4 1423 (10.53%) Business Intelligence
5 1165 (8.62%) ITIL
6 1097 (8.12%) SDLC
7 1087 (8.04%) Stakeholder Management
8 991 (7.33%) Business Analysis
9 937 (6.93%) Scrum
10 929 (6.88%) Data Analysis
11 886 (6.56%) Software Engineering
12 869 (6.43%) Mathematics
13 862 (6.38%) Test Automation
14 780 (5.77%) Mentoring
15 772 (5.71%) CRM
16 742 (5.49%) Change Management
17 720 (5.33%) E-Commerce
18 709 (5.25%) Data Modelling
19 706 (5.22%) Asset Management
20 704 (5.21%) OO
Programming Languages
1 4077 (30.17%) SQL
2 1697 (12.56%) Java
3 1512 (11.19%) C#
4 1490 (11.03%) JavaScript
5 1098 (8.13%) Python
6 604 (4.47%) R
7 553 (4.09%) T-SQL
8 549 (4.06%) C++
9 400 (2.96%) PHP
10 384 (2.84%) C
11 373 (2.76%) PL/SQL
12 321 (2.38%) VBA
13 283 (2.09%) Perl
14 216 (1.60%) PowerShell
15 204 (1.51%) VB.NET
16 203 (1.50%) VB
17 194 (1.44%) Shell Script
18 193 (1.43%) Ruby
19 186 (1.38%) Scala
20 149 (1.10%) Bash Shell
Qualifications
1 3300 (24.42%) Degree
2 611 (4.52%) Computer Science Degree
3 428 (3.17%) Security Cleared
4 298 (2.21%) Microsoft Certification
5 266 (1.97%) ISEB
6 264 (1.95%) PhD
7 248 (1.84%) Cisco Certification
8 239 (1.77%) SC Cleared
9 195 (1.44%) CISSP
10 190 (1.41%) ISTQB
11 185 (1.37%) Numerate Degree
12 164 (1.21%) CCNA
13 157 (1.16%) Master's Degree
14 133 (0.98%) CCNP
15 132 (0.98%) DV Cleared
16 126 (0.93%) ITIL Certification
17 125 (0.93%) MCSE
18 118 (0.87%) CISM
19 103 (0.76%) CISA
20 78 (0.58%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 867 (6.42%) QA
2 361 (2.67%) SLA
3 353 (2.61%) Data Quality
4 210 (1.55%) PMO
5 160 (1.18%) ISO/IEC 27001
6 66 (0.49%) PCI DSS
7 51 (0.38%) GDPR
8 46 (0.34%) MiFID
9 34 (0.25%) Sarbanes-Oxley
10 31 (0.23%) Actionable Recommendations
10 31 (0.23%) ISO/IEC 20000
11 28 (0.21%) IFRS
12 26 (0.19%) GxP
12 26 (0.19%) ISO 9001
13 25 (0.19%) COBIT
14 21 (0.16%) IFRS 9
15 20 (0.15%) Basel III
16 19 (0.14%) FATCA
17 13 (0.096%) Cyber Essentials
18 12 (0.089%) ISO 14001
System Software
1 522 (3.86%) Active Directory
2 364 (2.69%) VMware Infrastructure
3 134 (0.99%) Docker
4 107 (0.79%) Hyper-V
5 77 (0.57%) vSphere
6 60 (0.44%) Virtual Machines
7 58 (0.43%) HDFS
8 51 (0.38%) Firmware
9 37 (0.27%) VMware ESXi
10 36 (0.27%) XenApp
11 32 (0.24%) NFS
12 31 (0.23%) Apache Flume
13 24 (0.18%) XenServer
14 18 (0.13%) Postfix
15 15 (0.11%) VirtualBox
15 15 (0.11%) VMware Workstation
16 14 (0.10%) KVM
16 14 (0.10%) Terminal Services
17 13 (0.096%) Snort
17 13 (0.096%) Virtual Desktop
Systems Management
1 133 (0.98%) Ansible
2 125 (0.93%) Puppet
3 101 (0.75%) SCCM
4 82 (0.61%) Opscode Chef
5 59 (0.44%) HP Quality Center
6 49 (0.36%) Nagios
7 42 (0.31%) SCOM
8 29 (0.21%) Cisco CUCM
9 28 (0.21%) Kubernetes
10 27 (0.20%) Control-M
11 26 (0.19%) Tivoli
12 24 (0.18%) Terraform
13 23 (0.17%) Red Hat Satellite
14 22 (0.16%) Cisco Prime
14 22 (0.16%) Microsoft Clustering
14 22 (0.16%) Oozie
15 20 (0.15%) vCenter Server
16 19 (0.14%) Ambari
17 18 (0.13%) Grafana
17 18 (0.13%) Netcool
Vendors
1 2381 (17.62%) Microsoft
2 1320 (9.77%) Oracle
3 777 (5.75%) SAP
4 525 (3.89%) Tableau
5 488 (3.61%) VMware
6 402 (2.98%) Cisco
7 392 (2.90%) Google
8 261 (1.93%) IBM
9 240 (1.78%) Salesforce.com
10 196 (1.45%) Citrix
11 173 (1.28%) HP
12 157 (1.16%) Adobe
13 137 (1.01%) Red Hat
14 134 (0.99%) Cognos
15 116 (0.86%) CheckPoint
16 115 (0.85%) Cognizant
17 110 (0.81%) Remedy
18 107 (0.79%) hybris
19 100 (0.74%) Juniper
20 89 (0.66%) Informatica
Broxbourne, Hertfordshire
Understanding Recruitment
Salary: £35000.00 - £42000.00 per annum
Posted: 2 hours ago
London
Client Server
Salary: £60000 - £70000 per annum + bonus + benefits
Posted: 1 hour ago
City, London
Best Practice Talent Solutions
Salary: From £28,000 to £38,000 per annum
Posted: 1 hour ago
Milton Keynes, Buckinghamshire
ninesharp
Salary: £30000 - £40000 per annum + Benefits
Posted: 2 days ago
Fairford, Gloucestershire
Understanding Recruitment
Salary: £40000.00 - £50000.00 per annum
Posted: 2 hours ago
Coventry, West Midlands (County)
Redrock Consulting Ltd
Salary: £30000 - £50000.00 per annum
Posted: 2 days ago
London
Big Wednesday Digital Ltd
Salary: £35000 - £55000 per annum + Negotiable
Posted: 2 days ago
London
TEKsystems
Salary: £40000 - £90000 per annum + Annual Bonus and Benefits
Posted: 12 hours ago
Essex
FinTech London Ltd
Salary: From £25,000 to £60,000 per annum + Excellent benefits
Posted: 2 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £30,000 to £40,000 per annum plus excellent additional benefits
Posted: 2 days ago
London
SidTech Limited
Posted: Yesterday
Newcastle Upon Tyne, Tyne and Wear
The Bridge Ltd
Salary: From £25,000 to £45,000 per annum Up to £25,000
Posted: 2 days ago
St. Albans, Hertfordshire
Understanding Recruitment
Salary: £35000 - £50000 per annum + benefits
Posted: 17 hours ago
South East
PRUDENTIAL
Posted: Yesterday
London
Engage PSG
Salary: £35000 - £40000 per annum + extensive benefits & bonus
Posted: 2 days ago
Chichester, West Sussex
Exposed Solutions
Salary: £40000 - £45000 per annum
Posted: 19 hours ago
Blackpool, Lancashire
D4 Digital Recruitment
Salary: Salary dependant on experience
Posted: 2 days ago
City, London
Harrington Starr
Salary: £70000 - £75000 per annum + Benefits + Bonus
Posted: 11 hours ago
Surrey
Eutopia Solutions Ltd
Salary: £31000 - £38000 per annum + Generous Benefits package
Posted: 2 days ago
London
Pearson Frank
Posted: 3 days ago
Northallerton, North Yorkshire
North Yorkshire Police
Salary: From £35,451 to £38,538 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
The One Group
Salary: Market related
Posted: 3 days ago
London
Harrington Starr
Salary: £60000 - £80000 per annum + bonus + benefits
Posted: 22 hours ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 2 days ago
City, London
Go Partnership.
Salary: From £50,000 to £65,000 per annum
Posted: 2 days ago
Bristol, Avon
Hargreaves Lansdown
Salary: Competitive
Posted: 2 days ago
Redditch, Worcestershire
Experis Ltd
Salary: £25000 - £30000 per day
Posted: 2 days ago
City, London
Aglow Talent Ltd
Salary: From £50,000 to £90,000 per annum + bonus and excellent benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Empiric
Salary: £40,000 per annum
Posted: 2 days ago
Newcastle Upon Tyne, Tyne and Wear
Solutions Recruitment
Salary: From £18,000 to £20,000 per annum
Posted: 2 days ago