Period
to 21 May 2018

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Yorkshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 21 May 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > Yorkshire
6 months to
21 May 2018
Same period 2017 Same period 2016
Rank 30 35 26
Rank change year-on-year +5 -9 +1
Permanent jobs citing Analytical Skills 677 698 872
As % of all permanent IT jobs advertised in Yorkshire 6.99% 6.61% 7.08%
As % of the Miscellaneous category 21.16% 19.27% 21.36%
Number of salaries quoted 550 567 645
Yorkshire median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% -
10th Percentile £25,750 £23,500 £23,500
90th Percentile £60,000 £57,500 £62,500
England median annual salary £50,000 £45,000 £46,500
% change year-on-year +11.11% -3.23% +3.33%

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

All Generic IT Skills
Yorkshire
Permanent vacancies with a requirement for generic IT skills 3,199 3,622 4,082
As % of all permanent IT jobs advertised in Yorkshire 33.04% 34.31% 33.14%
Number of salaries quoted 2,629 3,068 3,127
Yorkshire median annual salary £42,150 £40,000 £40,000
Median salary % change year-on-year +5.38% - +5.26%
10th Percentile £25,000 £23,689 £23,650
90th Percentile £60,000 £60,000 £60,000
England median annual salary £50,000 £49,500 £50,000
% change year-on-year +1.01% -1.00% +5.26%

Analytical Skills
Job Vacancy Trend in Yorkshire

Job postings citing Analytical Skills as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Analytical Skills in Yorkshire

Analytical Skills
Salary Trend in Yorkshire

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

Salary trend for Analytical Skills in Yorkshire

Analytical Skills
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Analytical Skills in Yorkshire over the 6 months to 21 May 2018.

Salary histogram for Analytical Skills in Yorkshire

Analytical Skills
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the Yorkshire region over the 6 months to 21 May 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +4 445 £40,000 -5.88% 69
South Yorkshire +10 109 £37,500 -6.25% 27
North Yorkshire -1 87 £45,000 +5.88% 22
East Yorkshire +18 29 £45,000 +1.69% 4
Analytical Skills
England

For the 6 months to 21 May 2018, IT jobs citing Analytical Skills also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Yorkshire region with a requirement for Analytical Skills.

1 308 (45.49%) Problem-Solving
2 202 (29.84%) Agile Software Development
3 176 (26.00%) Finance
4 160 (23.63%) SQL
5 143 (21.12%) Microsoft
6 134 (19.79%) Stakeholder Management
7 117 (17.28%) SQL Server
8 110 (16.25%) Business Analysis
9 105 (15.51%) Microsoft Excel
10 97 (14.33%) Business Intelligence
11 86 (12.70%) JavaScript
12 82 (12.11%) Degree
13 80 (11.82%) C#
13 80 (11.82%) Microsoft Office
14 73 (10.78%) .NET
15 71 (10.49%) Retail
15 71 (10.49%) Analytics
16 65 (9.60%) Project Management
17 63 (9.31%) SQL Server Integration Services
17 63 (9.31%) SQL Server Reporting Services
17 63 (9.31%) Self-Motivation
18 62 (9.16%) HTML
18 62 (9.16%) SDLC
19 59 (8.71%) Windows
20 56 (8.27%) CSS
21 55 (8.12%) ITIL
22 51 (7.53%) Python
23 50 (7.39%) Java
24 48 (7.09%) Scrum
25 47 (6.94%) Microsoft Azure

Analytical Skills
Co-occurring IT Skills in Yorkshire 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 29 (4.28%) SAS
2 27 (3.99%) SharePoint
3 11 (1.62%) MS Exchange
4 9 (1.33%) Elasticsearch
5 8 (1.18%) Skype for Business
6 7 (1.03%) IIS
6 7 (1.03%) WordPress
7 5 (0.74%) Apache Solr
7 5 (0.74%) CMS
7 5 (0.74%) Exchange Server 2013
7 5 (0.74%) SharePoint 2013
8 4 (0.59%) Apache Spark
8 4 (0.59%) Oracle Workflow
9 3 (0.44%) Apache
10 2 (0.30%) CICS
10 2 (0.30%) Exchange Server 2010
10 2 (0.30%) NetWeaver
10 2 (0.30%) OpenEdge
11 1 (0.15%) Confluence
11 1 (0.15%) Sitecore CMS
Applications
1 105 (15.51%) Microsoft Excel
2 80 (11.82%) Microsoft Office
3 24 (3.55%) Microsoft PowerPoint
4 14 (2.07%) MS Visio
5 10 (1.48%) SPSS
6 8 (1.18%) Microsoft Project
7 2 (0.30%) Adobe Creative Suite
8 1 (0.15%) Acrobat
8 1 (0.15%) Snagit
Business Applications
1 14 (2.07%) Dynamics NAV
2 6 (0.89%) SAP MM
3 4 (0.59%) Dynamics AX
3 4 (0.59%) Sage 200
4 3 (0.44%) SAP Business One
4 3 (0.44%) SAP CRM
4 3 (0.44%) SAP ERP
5 2 (0.30%) Cognos Business Intelligence
5 2 (0.30%) NetSuite
5 2 (0.30%) Oracle 11i
5 2 (0.30%) Oracle ASCP
5 2 (0.30%) Oracle EBS R12
5 2 (0.30%) Oracle Manufacturing
5 2 (0.30%) SAP SD
6 1 (0.15%) Dynamics CRM
6 1 (0.15%) Oracle EBS
6 1 (0.15%) Oracle Financials
6 1 (0.15%) Sage 50
6 1 (0.15%) Unica
6 1 (0.15%) WebTrends
Cloud Services
1 47 (6.94%) Microsoft Azure
2 34 (5.02%) Amazon AWS
3 15 (2.22%) PaaS
4 14 (2.07%) Google Analytics
4 14 (2.07%) Office 365
5 11 (1.62%) SaaS
6 8 (1.18%) Azure Active Directory
7 7 (1.03%) IaaS
8 6 (0.89%) Adobe Analytics
9 5 (0.74%) Google Cloud Platform
10 4 (0.59%) Serverless
11 3 (0.44%) AdWords
12 2 (0.30%) CallidusCloud
12 2 (0.30%) OneDrive
12 2 (0.30%) SuccessFactors
12 2 (0.30%) Taleo
13 1 (0.15%) GitHub
13 1 (0.15%) IBM Blueworks
13 1 (0.15%) MailChimp
13 1 (0.15%) Mimecast
Communications & Networking
1 13 (1.92%) Internet
2 12 (1.77%) DNS
2 12 (1.77%) Firewall
3 11 (1.62%) Skype
4 10 (1.48%) TCP/IP
5 9 (1.33%) DHCP
5 9 (1.33%) LAN
5 9 (1.33%) Symposium
6 8 (1.18%) WAN
7 7 (1.03%) HTTP
8 6 (0.89%) Broadband
8 6 (0.89%) Network Security
8 6 (0.89%) SMS
9 5 (0.74%) Intranet
9 5 (0.74%) VPN
10 4 (0.59%) MPLS
10 4 (0.59%) Remote Desktop
10 4 (0.59%) WLAN
11 3 (0.44%) SAN
11 3 (0.44%) Wi-Fi
Database & Business Intelligence
1 117 (17.28%) SQL Server
2 63 (9.31%) SQL Server Integration Services
2 63 (9.31%) SQL Server Reporting Services
3 44 (6.50%) SQL Server Analysis Services
4 30 (4.43%) MySQL
5 29 (4.28%) Data Warehouse
5 29 (4.28%) Power BI
6 22 (3.25%) QlikView
7 21 (3.10%) Relational Database
8 20 (2.95%) NoSQL
9 17 (2.51%) MongoDB
10 14 (2.07%) Crystal Reports
11 13 (1.92%) OLAP
12 10 (1.48%) BusinessObjects
12 10 (1.48%) MS Access
12 10 (1.48%) Redis
12 10 (1.48%) SAP HANA
12 10 (1.48%) SQL Server 2008
13 9 (1.33%) Base SAS
13 9 (1.33%) SAP BW
Development Applications
1 24 (3.55%) Git (software)
2 18 (2.66%) JIRA
3 16 (2.36%) SQL Server Management Studio (SSMS)
4 15 (2.22%) Visual Studio
5 9 (1.33%) Subversion
6 8 (1.18%) Sonatype Nexus
7 7 (1.03%) Grunt
8 6 (0.89%) gulp
8 6 (0.89%) Visual Studio Team System
9 5 (0.74%) Bugzilla
9 5 (0.74%) Selenium
9 5 (0.74%) Team Foundation Server
9 5 (0.74%) Trac
10 4 (0.59%) Atlassian Bamboo
10 4 (0.59%) Bitbucket
10 4 (0.59%) JMeter
10 4 (0.59%) Mercurial
10 4 (0.59%) NUnit
11 3 (0.44%) SoapUI
11 3 (0.44%) WebDriver
General
1 176 (26.00%) Finance
2 71 (10.49%) Retail
3 26 (3.84%) Marketing
4 15 (2.22%) Games
4 15 (2.22%) Pharmaceutical
5 12 (1.77%) Advertising
5 12 (1.77%) Legal
6 9 (1.33%) Automotive
6 9 (1.33%) Banking
6 9 (1.33%) Manufacturing
7 8 (1.18%) Law
8 5 (0.74%) Billing
8 5 (0.74%) Financial Institution
9 4 (0.59%) Electronics
10 3 (0.44%) Back Office
10 3 (0.44%) Telecoms
11 2 (0.30%) Local Government
11 2 (0.30%) Retail Banking
12 1 (0.15%) Publishing
Job Titles
1 276 (40.77%) Analyst
2 136 (20.09%) Business Analyst
3 112 (16.54%) Developer
4 30 (4.43%) Service Analyst
5 26 (3.84%) Architect
6 25 (3.69%) Service Desk Analyst
7 24 (3.55%) .NET Developer
7 24 (3.55%) Consultant
8 21 (3.10%) Senior Analyst
9 19 (2.81%) Senior Developer
10 16 (2.36%) Database Manager
10 16 (2.36%) IT Analyst
11 15 (2.22%) Administrator
11 15 (2.22%) C# Developer
11 15 (2.22%) SQL Developer
12 14 (2.07%) Analytics Manager
12 14 (2.07%) Data Analyst
12 14 (2.07%) DevOps Engineer
13 13 (1.92%) Business Intelligence Analyst
13 13 (1.92%) Data Manager
Libraries, Frameworks & Software Standards
1 73 (10.78%) .NET
2 62 (9.16%) HTML
3 56 (8.27%) CSS
4 37 (5.47%) Web Services
5 36 (5.32%) ASP.NET
6 28 (4.14%) jQuery
7 26 (3.84%) AngularJS
7 26 (3.84%) XML
8 20 (2.95%) Node.js
9 17 (2.51%) REST
10 16 (2.36%) SOAP
11 14 (2.07%) .NET Framework
11 14 (2.07%) Backbone.js
12 13 (1.92%) XSD
13 12 (1.77%) HTML5
14 11 (1.62%) JSON
15 10 (1.48%) ASP.NET MVC
15 10 (1.48%) RESTful
16 9 (1.33%) Ember.js
16 9 (1.33%) Entity Framework
Miscellaneous
1 63 (9.31%) Self-Motivation
2 38 (5.61%) User Experience
3 37 (5.47%) Management Information System
4 20 (2.95%) Mobile App
5 16 (2.36%) Analytical Mindset
6 15 (2.22%) NHS
7 11 (1.62%) Greenfield Project
8 10 (1.48%) Computer Science
8 10 (1.48%) Enterprise Software
9 9 (1.33%) Biotechnology
9 9 (1.33%) Driving Licence
9 9 (1.33%) Virtual Team
10 8 (1.18%) Data Centre
11 7 (1.03%) Hybrid Cloud
11 7 (1.03%) PMI
12 5 (0.74%) Social Media
13 3 (0.44%) Client/Server
13 3 (0.44%) Fintech
13 3 (0.44%) Renewable Energy
13 3 (0.44%) Taxonomies
Operating Systems
1 59 (8.71%) Windows
2 39 (5.76%) Linux
3 23 (3.40%) Red Hat Enterprise Linux
4 16 (2.36%) Android
5 15 (2.22%) Apple iOS
5 15 (2.22%) Windows Server
6 13 (1.92%) Windows Server 2012
7 11 (1.62%) Windows Server 2008
8 10 (1.48%) Windows 7
9 9 (1.33%) Windows Mobile
10 8 (1.18%) CentOS
10 8 (1.18%) Windows 10
11 6 (0.89%) Unix
12 5 (0.74%) AIX
13 2 (0.30%) Debian
13 2 (0.30%) Fedora
13 2 (0.30%) SUSE
13 2 (0.30%) Ubuntu
13 2 (0.30%) Windows Server 2003
13 2 (0.30%) Windows XP
Processes & Methodologies
1 308 (45.49%) Problem-Solving
2 202 (29.84%) Agile Software Development
3 134 (19.79%) Stakeholder Management
4 110 (16.25%) Business Analysis
5 97 (14.33%) Business Intelligence
6 71 (10.49%) Analytics
7 65 (9.60%) Project Management
8 62 (9.16%) SDLC
9 55 (8.12%) ITIL
10 48 (7.09%) Scrum
11 40 (5.91%) Continuous Improvement
12 38 (5.61%) Decision-Making
13 37 (5.47%) DevOps
13 37 (5.47%) Waterfall
14 36 (5.32%) Problem Management
15 35 (5.17%) ITSM
16 34 (5.02%) ERP
17 33 (4.87%) Service Delivery
18 32 (4.73%) Coaching
18 32 (4.73%) Time Management
Programming Languages
1 160 (23.63%) SQL
2 86 (12.70%) JavaScript
3 80 (11.82%) C#
4 51 (7.53%) Python
5 50 (7.39%) Java
6 39 (5.76%) PHP
7 30 (4.43%) T-SQL
8 25 (3.69%) R
9 21 (3.10%) C
10 14 (2.07%) Perl
11 13 (1.92%) Ruby
11 13 (1.92%) VB
11 13 (1.92%) VBA
12 11 (1.62%) MATLAB
13 10 (1.48%) C++
14 8 (1.18%) PowerShell
14 8 (1.18%) VB.NET
15 5 (0.74%) PL/SQL
15 5 (0.74%) TypeScript
16 4 (0.59%) Groovy
Qualifications
1 82 (12.11%) Degree
2 21 (3.10%) ISEB
3 13 (1.92%) PMI Certification
4 11 (1.62%) Cisco Certification
5 9 (1.33%) ISTQB
6 8 (1.18%) Microsoft Certification
7 7 (1.03%) CCNA
7 7 (1.03%) ITIL Foundation Certificate
8 6 (0.89%) CISSP
8 6 (0.89%) Computer Science Degree
8 6 (0.89%) PMP
9 4 (0.59%) CISM
9 4 (0.59%) CREST Certified
9 4 (0.59%) Numerate Degree
9 4 (0.59%) PRINCE2 Certification
10 3 (0.44%) CISA
10 3 (0.44%) Six Sigma Yellow Belt
11 2 (0.30%) CCIE
11 2 (0.30%) CCSP
11 2 (0.30%) Citrix Certification
Quality Assurance & Compliance
1 29 (4.28%) QA
2 28 (4.14%) SLA
3 24 (3.55%) Data Quality
4 21 (3.10%) GDPR
5 15 (2.22%) PMO
6 9 (1.33%) ISO/IEC 27001
7 6 (0.89%) Disclosure Scotland
8 5 (0.74%) P3O
8 5 (0.74%) PCI DSS
9 4 (0.59%) GCP
10 1 (0.15%) Basel III
10 1 (0.15%) COBIT
10 1 (0.15%) IFRS
10 1 (0.15%) IFRS 9
10 1 (0.15%) ISO 9001
System Software
1 32 (4.73%) Active Directory
2 15 (2.22%) Docker
3 9 (1.33%) VMware Infrastructure
4 4 (0.59%) Apache ZooKeeper
4 4 (0.59%) Hyper-V
5 3 (0.44%) Microsoft App-V
5 3 (0.44%) VMware ESXi
6 2 (0.30%) XenApp
6 2 (0.30%) XenDesktop
6 2 (0.30%) XenServer
Systems Management
1 10 (1.48%) Opscode Chef
2 8 (1.18%) Graphite
2 8 (1.18%) Nagios
3 6 (0.89%) HP Quality Center
4 5 (0.74%) Single Sign-On
4 5 (0.74%) SmoothWall
4 5 (0.74%) Symantec Endpoint Protection
5 4 (0.59%) Tivoli
5 4 (0.59%) Tivoli Storage Manager
6 3 (0.44%) Puppet
6 3 (0.44%) SCCM
7 2 (0.30%) Ansible
7 2 (0.30%) McAfee ePO
7 2 (0.30%) Terraform
7 2 (0.30%) XenMobile
8 1 (0.15%) Cisco Prime
8 1 (0.15%) Nessus
8 1 (0.15%) Norton AntiVirus
8 1 (0.15%) SCOM
8 1 (0.15%) SCVMM
Vendors
1 143 (21.12%) Microsoft
2 35 (5.17%) Google
3 26 (3.84%) SAP
3 26 (3.84%) Tableau
4 18 (2.66%) Oracle
5 17 (2.51%) Cognos
6 13 (1.92%) Citrix
7 12 (1.77%) Adobe
7 12 (1.77%) Capita
8 11 (1.62%) Cisco
9 10 (1.48%) VMware
10 9 (1.33%) HP
10 9 (1.33%) Symantec
11 8 (1.18%) Samsung
12 7 (1.03%) Red Hat
13 6 (0.89%) IBM
13 6 (0.89%) IFS
14 5 (0.74%) BMC
14 5 (0.74%) Veeam
14 5 (0.74%) Zend