Period
to 12 December 2017

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 12 December 2017 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > Yorkshire
6 months to
12 Dec 2017
Same period 2016 Same period 2015
Rank 22 25 23
Rank change year-on-year +3 -2 +5
Permanent jobs citing Analytical Skills 728 856 1048
As % of all permanent IT jobs advertised in Yorkshire 7.42% 7.74% 8.20%
As % of the Miscellaneous category 22.67% 24.53% 24.05%
Number of salaries quoted 588 706 796
Yorkshire median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% -
10th Percentile £24,700 £22,875 £21,750
90th Percentile £60,000 £77,500 £58,750
England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

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 3211 3490 4358
As % of all permanent IT jobs advertised in Yorkshire 32.75% 31.54% 34.10%
Number of salaries quoted 2598 2853 3344
Yorkshire median annual salary £41,500 £40,000 £40,000
Median salary % change year-on-year +3.75% - +6.67%
10th Percentile £25,750 £24,750 £23,750
90th Percentile £61,250 £63,750 £60,137
England median annual salary £50,000 £50,000 £48,040
% change year-on-year - +4.08% +6.76%

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 12 December 2017.

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 12 December 2017. 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 +5 486 £40,000 - 62
South Yorkshire +3 120 £40,000 +6.67% 15
North Yorkshire -19 72 £40,000 +23.08% 7
East Yorkshire +2 24 £40,800 +2.00% 1
Analytical Skills
England

For the 6 months to 12 December 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 across the Yorkshire region with a requirement for Analytical Skills.

1 188 (25.82%) Agile Software Development
2 173 (23.76%) SQL
3 156 (21.43%) Finance
4 142 (19.51%) Microsoft
5 128 (17.58%) Business Intelligence
6 120 (16.48%) Degree
7 106 (14.56%) Analytics
8 86 (11.81%) SQL Server
9 79 (10.85%) Windows
10 70 (9.62%) Microsoft Excel
11 68 (9.34%) Retail
12 65 (8.93%) C#
12 65 (8.93%) Project Management
13 63 (8.65%) Business Analysis
14 62 (8.52%) Linux
15 61 (8.38%) Data Modelling
16 59 (8.10%) Oracle
17 58 (7.97%) .NET
18 57 (7.83%) JavaScript
19 55 (7.55%) Google
19 55 (7.55%) Marketing
20 52 (7.14%) Stakeholder Management
21 49 (6.73%) ITIL
21 49 (6.73%) Data Warehouse
22 48 (6.59%) SQL Server Integration Services
23 47 (6.46%) Active Directory
23 47 (6.46%) Microsoft Office
23 47 (6.46%) SQL Server Reporting Services
24 46 (6.32%) ERP
24 46 (6.32%) Continuous Improvement

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 35 (4.81%) SAS
2 21 (2.88%) SharePoint
3 17 (2.34%) MS Exchange
4 12 (1.65%) OpenEdge
5 10 (1.37%) Oracle SOA Suite
6 9 (1.24%) Apache
7 7 (0.96%) SharePoint 2013
7 7 (0.96%) Skype for Business
8 6 (0.82%) Exchange Server 2013
9 5 (0.69%) CMS
10 4 (0.55%) Exchange Server 2010
10 4 (0.55%) SharePoint Server
11 3 (0.41%) IIS
11 3 (0.41%) NetWeaver
12 2 (0.27%) CICS
12 2 (0.27%) IBM Notes
12 2 (0.27%) MQSeries
12 2 (0.27%) Tomcat
13 1 (0.14%) IBM Domino
13 1 (0.14%) MS Project Server
Applications
1 70 (9.62%) Microsoft Excel
2 47 (6.46%) Microsoft Office
3 22 (3.02%) SPSS
4 18 (2.47%) MS Visio
5 12 (1.65%) Microsoft Project
6 11 (1.51%) Microsoft PowerPoint
7 2 (0.27%) Spreadsheet
8 1 (0.14%) Adobe Creative Suite
8 1 (0.14%) UserZoom
Business Applications
1 8 (1.10%) SAP ERP
2 7 (0.96%) Oracle 11i
2 7 (0.96%) Oracle ASCP
2 7 (0.96%) Oracle EBS R12
2 7 (0.96%) Oracle Manufacturing
2 7 (0.96%) SAP CRM
3 6 (0.82%) WebTrends
4 5 (0.69%) Dynamics NAV
4 5 (0.69%) Sage 200
5 4 (0.55%) Dynamics AX
5 4 (0.55%) Dynamics CRM
5 4 (0.55%) FastStats
6 3 (0.41%) SAP EWM
7 2 (0.27%) Primavera
8 1 (0.14%) Oracle EBS
8 1 (0.14%) Oracle Financials
8 1 (0.14%) SAP FI
8 1 (0.14%) SAP FI/CO
8 1 (0.14%) SAP SD
8 1 (0.14%) SAP WM
Cloud Services
1 27 (3.71%) Office 365
2 25 (3.43%) Google Analytics
3 20 (2.75%) Microsoft Azure
4 18 (2.47%) Amazon AWS
5 9 (1.24%) Azure Active Directory
5 9 (1.24%) OneDrive
6 8 (1.10%) PaaS
7 6 (0.82%) AdWords
8 4 (0.55%) Google Tag Manager
9 3 (0.41%) Fastly
9 3 (0.41%) GitHub
9 3 (0.41%) MailChimp
10 2 (0.27%) SaaS
10 2 (0.27%) Serverless
11 1 (0.14%) Amazon EC2
11 1 (0.14%) Amazon ELB
11 1 (0.14%) Amazon S3
11 1 (0.14%) AWS CloudFormation
11 1 (0.14%) AWS Lambda
11 1 (0.14%) Cloud Computing
Communications & Networking
1 14 (1.92%) Firewall
2 10 (1.37%) NetScaler
3 9 (1.24%) VPN
3 9 (1.24%) WAN
4 8 (1.10%) Wi-Fi
5 7 (0.96%) Cisco Nexus
5 7 (0.96%) DHCP
5 7 (0.96%) DNS
5 7 (0.96%) LAN
5 7 (0.96%) Skype
5 7 (0.96%) SMS
6 6 (0.82%) Network Security
6 6 (0.82%) Wireshark
7 5 (0.69%) HTTP
8 4 (0.55%) Wireless
9 3 (0.41%) Internet
9 3 (0.41%) LDAP
9 3 (0.41%) MPLS
9 3 (0.41%) SSL
9 3 (0.41%) WLAN
Database & Business Intelligence
1 86 (11.81%) SQL Server
2 49 (6.73%) Data Warehouse
3 48 (6.59%) SQL Server Integration Services
4 47 (6.46%) SQL Server Reporting Services
5 30 (4.12%) Data Mining
5 30 (4.12%) SQL Server Analysis Services
6 27 (3.71%) BusinessObjects
7 23 (3.16%) MySQL
8 22 (3.02%) MS Access
9 20 (2.75%) Relational Database
10 18 (2.47%) QlikView
11 17 (2.34%) OLAP
12 16 (2.20%) SQL Server 2008
13 15 (2.06%) Power BI
14 13 (1.79%) Crystal Reports
14 13 (1.79%) SAP BW
15 12 (1.65%) SQL Server 2016
16 11 (1.51%) Big Data
17 9 (1.24%) BusinessObjects Web Intelligence
17 9 (1.24%) MongoDB
Development Applications
1 22 (3.02%) JIRA
2 18 (2.47%) Team Foundation Server
3 15 (2.06%) Git (software)
4 12 (1.65%) Visual Studio
5 8 (1.10%) Sonatype Nexus
6 7 (0.96%) LSMW
6 7 (0.96%) Selenium
6 7 (0.96%) Toad
7 5 (0.69%) Eclipse
7 5 (0.69%) Oracle Forms
7 5 (0.69%) Visual Studio Team System
8 4 (0.55%) MorphX
8 4 (0.55%) Octopus Deploy
8 4 (0.55%) SoapUI
8 4 (0.55%) SQL Server Management Studio (SSMS)
9 3 (0.41%) Jenkins
10 2 (0.27%) Cucumber
10 2 (0.27%) gulp
10 2 (0.27%) SpecFlow
10 2 (0.27%) webpack
General
1 156 (21.43%) Finance
2 68 (9.34%) Retail
3 55 (7.55%) Marketing
4 23 (3.16%) Manufacturing
5 19 (2.61%) Games
6 18 (2.47%) Legal
7 14 (1.92%) Banking
8 9 (1.24%) Telecoms
9 8 (1.10%) Advertising
9 8 (1.10%) Back Office
10 7 (0.96%) Law
11 5 (0.69%) Retail Finance
12 4 (0.55%) Automotive
13 3 (0.41%) Financial Institution
14 2 (0.27%) Publishing
15 1 (0.14%) Billing
15 1 (0.14%) Electronics
15 1 (0.14%) Local Government
15 1 (0.14%) Private Banking
15 1 (0.14%) Retail Banking
Job Titles
1 260 (35.71%) Analyst
2 118 (16.21%) Developer
3 88 (12.09%) Business Analyst
4 54 (7.42%) Consultant
5 35 (4.81%) Graduate
6 34 (4.67%) Business Intelligence Analyst
7 31 (4.26%) Senior Analyst
8 28 (3.85%) Support Engineer
9 27 (3.71%) Graduate Consultant
10 26 (3.57%) Graduate IT Consultant
10 26 (3.57%) IT Consultant
10 26 (3.57%) IT Graduate
11 25 (3.43%) Support Analyst
12 24 (3.30%) Data Analyst
13 23 (3.16%) Administrator
13 23 (3.16%) Project Manager
14 21 (2.88%) Business Intelligence Developer
15 18 (2.47%) 1st Line Support
15 18 (2.47%) DevOps Engineer
15 18 (2.47%) Junior
Libraries, Frameworks & Software Standards
1 58 (7.97%) .NET
2 44 (6.04%) HTML
3 39 (5.36%) CSS
4 26 (3.57%) XML
5 21 (2.88%) Web Services
6 18 (2.47%) ASP.NET
6 18 (2.47%) Middleware
7 16 (2.20%) LAMP
7 16 (2.20%) SOAP
8 14 (1.92%) .NET Framework
8 14 (1.92%) jQuery
9 13 (1.79%) HTML5
10 12 (1.65%) RabbitMQ
11 10 (1.37%) AngularJS
11 10 (1.37%) CSS3
11 10 (1.37%) Oracle Fusion
11 10 (1.37%) REST
12 9 (1.24%) Node.js
13 8 (1.10%) BAPI
13 8 (1.10%) IDoc
Miscellaneous
1 45 (6.18%) Management Information System
2 31 (4.26%) Computer Science
3 26 (3.57%) Analytical Mindset
4 25 (3.43%) User Experience
5 16 (2.20%) Data Centre
6 15 (2.06%) N-Tier
7 12 (1.65%) Greenfield Project
8 11 (1.51%) Algorithms
8 11 (1.51%) Social Media
9 10 (1.37%) Data Structures
10 9 (1.24%) Credit Risk
11 8 (1.10%) Enterprise Software
11 8 (1.10%) NHS
12 7 (0.96%) Replication
13 6 (0.82%) Driving Licence
13 6 (0.82%) Virtual Team
14 5 (0.69%) Mobile App
15 4 (0.55%) CMDB
15 4 (0.55%) Digital Media
15 4 (0.55%) EPoS
Operating Systems
1 79 (10.85%) Windows
2 62 (8.52%) Linux
3 38 (5.22%) Windows Server 2008
4 33 (4.53%) Windows 7
5 28 (3.85%) Red Hat Enterprise Linux
5 28 (3.85%) Windows 10
6 19 (2.61%) Windows Server 2012
7 18 (2.47%) Windows Server
8 17 (2.34%) Windows 8
9 15 (2.06%) CentOS
10 8 (1.10%) Unix
10 8 (1.10%) Windows Phone
11 6 (0.82%) Windows Phone 8
12 5 (0.69%) Apple iOS
13 4 (0.55%) AIX
13 4 (0.55%) Android
14 2 (0.27%) Ubuntu
15 1 (0.14%) Mac OS X
15 1 (0.14%) Solaris
15 1 (0.14%) Windows Server 2003
Processes & Methodologies
1 188 (25.82%) Agile Software Development
2 128 (17.58%) Business Intelligence
3 106 (14.56%) Analytics
4 65 (8.93%) Project Management
5 63 (8.65%) Business Analysis
6 61 (8.38%) Data Modelling
7 52 (7.14%) Stakeholder Management
8 49 (6.73%) ITIL
9 46 (6.32%) Continuous Improvement
9 46 (6.32%) ERP
10 45 (6.18%) Mentoring
10 45 (6.18%) SDLC
11 39 (5.36%) DevOps
11 39 (5.36%) Software Testing
12 36 (4.95%) Data Analysis
13 34 (4.67%) Scrum
14 33 (4.53%) Coaching
15 31 (4.26%) Mathematics
15 31 (4.26%) Time Management
16 30 (4.12%) Waterfall
Programming Languages
1 173 (23.76%) SQL
2 65 (8.93%) C#
3 57 (7.83%) JavaScript
4 32 (4.40%) Java
5 28 (3.85%) Python
5 28 (3.85%) T-SQL
6 22 (3.02%) PHP
6 22 (3.02%) PowerShell
6 22 (3.02%) R
6 22 (3.02%) VBA
7 20 (2.75%) VB
8 16 (2.20%) PL/SQL
9 13 (1.79%) ABAP
10 12 (1.65%) MATLAB
11 11 (1.51%) C
12 9 (1.24%) Ruby
13 8 (1.10%) Bash Shell
13 8 (1.10%) SAPscript
14 6 (0.82%) C++
14 6 (0.82%) COBOL
Qualifications
1 120 (16.48%) Degree
2 20 (2.75%) Microsoft Certification
3 15 (2.06%) Cisco Certification
3 15 (2.06%) Computer Science Degree
4 10 (1.37%) CCNA
4 10 (1.37%) ISEB
5 9 (1.24%) Citrix Certification
6 8 (1.10%) ISTQB
6 8 (1.10%) Numerate Degree
6 8 (1.10%) SC Cleared
6 8 (1.10%) Security Cleared
7 7 (0.96%) CCNP
8 6 (0.82%) CCSE
8 6 (0.82%) CISA
8 6 (0.82%) CISM
8 6 (0.82%) JNCIP
8 6 (0.82%) MCSA
8 6 (0.82%) MCSE
8 6 (0.82%) Postgraduate
8 6 (0.82%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 28 (3.85%) QA
2 21 (2.88%) PMO
3 14 (1.92%) ISO/IEC 27001
4 13 (1.79%) SLA
5 10 (1.37%) Data Quality
6 8 (1.10%) GDPR
7 4 (0.55%) PCI DSS
8 2 (0.27%) P3O
9 1 (0.14%) Actionable Recommendations
9 1 (0.14%) Basel III
9 1 (0.14%) IFRS
9 1 (0.14%) IFRS 9
9 1 (0.14%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 47 (6.46%) Active Directory
2 23 (3.16%) VMware Infrastructure
3 11 (1.51%) Docker
4 10 (1.37%) Microsoft App-V
5 9 (1.24%) VMware ESXi
5 9 (1.24%) XenApp
5 9 (1.24%) XenDesktop
5 9 (1.24%) XenServer
6 5 (0.69%) Hyper-V
7 3 (0.41%) Virtual Servers
8 2 (0.27%) vSphere
9 1 (0.14%) ProxySG
Systems Management
1 17 (2.34%) Opscode Chef
2 12 (1.65%) Puppet
3 9 (1.24%) XenMobile
4 8 (1.10%) Graphite
4 8 (1.10%) Nagios
5 5 (0.69%) AirWatch
5 5 (0.69%) Symantec Endpoint Protection
5 5 (0.69%) Tivoli
5 5 (0.69%) Tivoli Storage Manager
6 4 (0.55%) HP Quality Center
6 4 (0.55%) SCCM
7 2 (0.27%) SCOM
7 2 (0.27%) ServiceCenter
8 1 (0.14%) Ansible
8 1 (0.14%) Backup Exec
8 1 (0.14%) DameWare
8 1 (0.14%) Microsoft Intune
8 1 (0.14%) Salt
Vendors
1 142 (19.51%) Microsoft
2 59 (8.10%) Oracle
3 55 (7.55%) Google
4 27 (3.71%) VMware
5 26 (3.57%) Tableau
5 26 (3.57%) Virgin Media
6 25 (3.43%) SAP
7 21 (2.88%) Cisco
8 19 (2.61%) IBM
9 18 (2.47%) Citrix
10 16 (2.20%) Symantec
11 15 (2.06%) Adobe
12 12 (1.65%) HP
13 10 (1.37%) Capita
13 10 (1.37%) Dell
14 9 (1.24%) Altiris
14 9 (1.24%) CheckPoint
14 9 (1.24%) McAfee
14 9 (1.24%) Red Hat
14 9 (1.24%) Wyse