Period
to 19 August 2018

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Leeds. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 19 August 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
6 months to
19 Aug 2018
Same period 2017 Same period 2016
Rank 32 29 29
Rank change year-on-year -3 0 +4
Permanent jobs citing Analytical Skills 302 361 425
As % of all permanent IT jobs advertised in Leeds 6.77% 7.27% 7.37%
As % of the Miscellaneous category 19.87% 21.05% 21.72%
Number of salaries quoted 239 272 315
Leeds median annual salary £42,500 £42,500 £38,000
Median salary % change year-on-year - +11.84% -1.30%
10th Percentile £20,200 £25,750 £26,000
90th Percentile £60,000 £62,500 £56,250
West Yorkshire median annual salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +6.25% +6.67%

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 Leeds with a requirement for generic IT skills.

All Generic IT Skills
Leeds
Permanent vacancies with a requirement for generic IT skills 1,520 1,715 1,957
As % of all permanent IT jobs advertised in Leeds 34.10% 34.54% 33.93%
Number of salaries quoted 1,212 1,347 1,530
Leeds median annual salary £45,000 £44,512 £40,000
Median salary % change year-on-year +1.10% +11.28% -
10th Percentile £24,325 £25,750 £25,250
90th Percentile £60,000 £63,000 £61,315
West Yorkshire median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

Analytical Skills
Job Vacancy Trend in Leeds

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

Job vacancy trend for Analytical Skills in Leeds

Analytical Skills
Salary Trend in Leeds

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

Salary trend for Analytical Skills in Leeds

Analytical Skills
Salary Histogram in Leeds

The salary distribution of IT jobs citing Analytical Skills in Leeds over the 6 months to 19 August 2018.

Salary histogram for Analytical Skills in Leeds

For the 6 months to 19 August 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 Leeds region with a requirement for Analytical Skills.

1 152 (50.33%) Problem-Solving
2 120 (39.74%) Finance
3 95 (31.46%) Agile Software Development
4 78 (25.83%) SQL
5 65 (21.52%) Microsoft Excel
6 60 (19.87%) Stakeholder Management
7 50 (16.56%) ITIL
8 48 (15.89%) Java
8 48 (15.89%) Degree
9 43 (14.24%) Project Management
9 43 (14.24%) Microsoft Office
9 43 (14.24%) Self-Motivation
10 39 (12.91%) Business Analysis
11 38 (12.58%) Analytics
12 36 (11.92%) SQL Server
13 35 (11.59%) Microsoft
13 35 (11.59%) ITSM
14 34 (11.26%) Time Management
14 34 (11.26%) SDLC
15 33 (10.93%) Service Management
15 33 (10.93%) Retail
16 31 (10.26%) C#
17 30 (9.93%) Business Intelligence
17 30 (9.93%) Problem Management
18 29 (9.60%) Analytical Thinking
19 28 (9.27%) JavaScript
19 28 (9.27%) Mentoring
19 28 (9.27%) Continuous Improvement
20 27 (8.94%) .NET
21 25 (8.28%) HTML

Analytical Skills
Co-occurring IT Skills in Leeds 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 20 (6.62%) SAS
2 13 (4.30%) SharePoint
3 6 (1.99%) CMS
4 5 (1.66%) Apache Spark
5 4 (1.32%) IIS
6 3 (0.99%) SharePoint 2013
6 3 (0.99%) SharePoint Server
7 2 (0.66%) Confluence
7 2 (0.66%) Oracle SOA Suite
8 1 (0.33%) MS Exchange
Applications
1 65 (21.52%) Microsoft Excel
2 43 (14.24%) Microsoft Office
3 19 (6.29%) Microsoft PowerPoint
4 7 (2.32%) MS Visio
5 6 (1.99%) Microsoft Project
6 5 (1.66%) SPSS
7 4 (1.32%) Acrobat
8 3 (0.99%) Photoshop
9 2 (0.66%) EViews
10 1 (0.33%) Snagit
Business Applications
1 7 (2.32%) Dynamics AX
2 2 (0.66%) NetSuite
2 2 (0.66%) Sage 200
3 1 (0.33%) Dynamics CRM
3 1 (0.33%) Unica
3 1 (0.33%) VisionPLUS
3 1 (0.33%) Visualfiles
Cloud Services
1 25 (8.28%) Microsoft Azure
2 12 (3.97%) Amazon AWS
3 10 (3.31%) PaaS
3 10 (3.31%) SaaS
4 9 (2.98%) IaaS
5 5 (1.66%) Dynamics 365
6 2 (0.66%) CallidusCloud
6 2 (0.66%) SuccessFactors
7 1 (0.33%) Google Cloud Platform
Communications & Networking
1 9 (2.98%) Symposium
2 6 (1.99%) Intranet
3 5 (1.66%) Firewall
3 5 (1.66%) Internet
3 5 (1.66%) Intrusion Detection
4 3 (0.99%) Network Security
5 2 (0.66%) DNS
5 2 (0.66%) LAN
5 2 (0.66%) NetScaler
5 2 (0.66%) Skype
5 2 (0.66%) SMS
5 2 (0.66%) WAN
6 1 (0.33%) Extranet
6 1 (0.33%) SAN
6 1 (0.33%) TCP/IP
6 1 (0.33%) VoIP
6 1 (0.33%) VPN
6 1 (0.33%) WLAN
Database & Business Intelligence
1 36 (11.92%) SQL Server
2 22 (7.28%) SQL Server Integration Services
2 22 (7.28%) SQL Server Reporting Services
3 16 (5.30%) SQL Server Analysis Services
4 15 (4.97%) NoSQL
5 14 (4.64%) Base SAS
5 14 (4.64%) Power BI
6 10 (3.31%) QlikView
6 10 (3.31%) Relational Database
7 9 (2.98%) Data Warehouse
8 5 (1.66%) Azure SQL Database
8 5 (1.66%) Hadoop
8 5 (1.66%) SAS Enterprise Guide
8 5 (1.66%) SAS Enterprise Miner
8 5 (1.66%) SQL Server 2012
9 4 (1.32%) Data Lake
9 4 (1.32%) MS Access
9 4 (1.32%) SQL Server 2014
9 4 (1.32%) SQL Server 2016
10 3 (0.99%) BusinessObjects
Development Applications
1 10 (3.31%) JIRA
2 5 (1.66%) Atlassian Bamboo
2 5 (1.66%) Bitbucket
3 4 (1.32%) Team Foundation Server
3 4 (1.32%) Visual Studio Team System
4 3 (0.99%) Dreamweaver
4 3 (0.99%) Git (software)
4 3 (0.99%) Jenkins
4 3 (0.99%) Selenium
4 3 (0.99%) SonarQube
5 2 (0.66%) Visual Studio
6 1 (0.33%) Ant
6 1 (0.33%) Maven
6 1 (0.33%) Octopus Deploy
6 1 (0.33%) SoapUI
6 1 (0.33%) Sonatype Nexus
6 1 (0.33%) Subversion
6 1 (0.33%) WebDriver
General
1 120 (39.74%) Finance
2 33 (10.93%) Retail
3 19 (6.29%) Marketing
4 10 (3.31%) Back Office
4 10 (3.31%) Banking
4 10 (3.31%) Pharmaceutical
5 7 (2.32%) Financial Institution
5 7 (2.32%) Retail Banking
6 5 (1.66%) Legal
7 4 (1.32%) Games
7 4 (1.32%) Law
8 3 (0.99%) Advertising
8 3 (0.99%) Telecoms
9 2 (0.66%) Manufacturing
10 1 (0.33%) Automotive
10 1 (0.33%) Billing
10 1 (0.33%) Local Government
10 1 (0.33%) Military
10 1 (0.33%) Publishing
Job Titles
1 127 (42.05%) Analyst
2 52 (17.22%) Developer
3 44 (14.57%) Business Analyst
4 35 (11.59%) Senior Analyst
5 29 (9.60%) Service Analyst
6 28 (9.27%) Service Desk Analyst
7 16 (5.30%) Senior Business Analyst
8 13 (4.30%) Architect
8 13 (4.30%) Java Developer
9 12 (3.97%) Senior Manager
10 11 (3.64%) Consultant
11 10 (3.31%) .NET Developer
11 10 (3.31%) Software Developer
12 9 (2.98%) Senior Statistical Analyst
12 9 (2.98%) Statistical Analyst
13 8 (2.65%) Administrator
13 8 (2.65%) Mobile Developer
13 8 (2.65%) Senior Developer
14 7 (2.32%) Graduate
15 6 (1.99%) Operations Manager
Libraries, Frameworks & Software Standards
1 27 (8.94%) .NET
2 25 (8.28%) HTML
3 23 (7.62%) CSS
3 23 (7.62%) Web Services
4 13 (4.30%) REST
4 13 (4.30%) XML
5 12 (3.97%) SOAP
5 12 (3.97%) XSD
6 6 (1.99%) .NET Core
7 5 (1.66%) .NET Framework
7 5 (1.66%) ASP.NET
7 5 (1.66%) ASP.NET Web API
7 5 (1.66%) Entity Framework
7 5 (1.66%) Node.js
8 4 (1.32%) AngularJS
9 3 (0.99%) Flash
9 3 (0.99%) HTML5
9 3 (0.99%) jQuery
10 2 (0.66%) ASP.NET MVC
11 1 (0.33%) OpenID
Miscellaneous
1 43 (14.24%) Self-Motivation
2 23 (7.62%) Management Information System
3 21 (6.95%) User Experience
4 15 (4.97%) NHS
5 9 (2.98%) Biotechnology
5 9 (2.98%) Computer Science
5 9 (2.98%) Mobile App
6 8 (2.65%) Analytical Mindset
6 8 (2.65%) Greenfield Project
7 7 (2.32%) PMI
8 5 (1.66%) Hybrid Cloud
9 3 (0.99%) Client/Server
9 3 (0.99%) Data Structures
9 3 (0.99%) FMCG
9 3 (0.99%) Social Media
9 3 (0.99%) W3C
10 2 (0.66%) Credit Risk
10 2 (0.66%) Data Protection Act
10 2 (0.66%) Fintech
10 2 (0.66%) Security Operations Centre
Operating Systems
1 22 (7.28%) Windows
2 9 (2.98%) Android
2 9 (2.98%) Apple iOS
2 9 (2.98%) Windows Server
3 8 (2.65%) Linux
3 8 (2.65%) Windows Mobile
4 6 (1.99%) Unix
5 4 (1.32%) Windows Server 2008
6 2 (0.66%) Mac OS
7 1 (0.33%) Red Hat Enterprise Linux
7 1 (0.33%) Windows Server 2012
Processes & Methodologies
1 152 (50.33%) Problem-Solving
2 95 (31.46%) Agile Software Development
3 60 (19.87%) Stakeholder Management
4 50 (16.56%) ITIL
5 43 (14.24%) Project Management
6 39 (12.91%) Business Analysis
7 38 (12.58%) Analytics
8 35 (11.59%) ITSM
9 34 (11.26%) SDLC
9 34 (11.26%) Time Management
10 33 (10.93%) Service Management
11 30 (9.93%) Business Intelligence
11 30 (9.93%) Problem Management
12 29 (9.60%) Analytical Thinking
13 28 (9.27%) Continuous Improvement
13 28 (9.27%) Mentoring
14 25 (8.28%) Data Analysis
15 24 (7.95%) Coaching
16 23 (7.62%) Statistics
17 22 (7.28%) DevOps
Programming Languages
1 78 (25.83%) SQL
2 48 (15.89%) Java
3 31 (10.26%) C#
4 28 (9.27%) JavaScript
5 23 (7.62%) Python
6 19 (6.29%) T-SQL
7 18 (5.96%) PHP
8 14 (4.64%) R
8 14 (4.64%) VBA
9 12 (3.97%) C
10 11 (3.64%) MATLAB
11 10 (3.31%) VB
12 9 (2.98%) PowerShell
13 7 (2.32%) C++
14 6 (1.99%) Bash Shell
14 6 (1.99%) Perl
15 5 (1.66%) VB.NET
16 4 (1.32%) PL/SQL
17 3 (0.99%) Shell Script
17 3 (0.99%) VB6
Qualifications
1 48 (15.89%) Degree
2 15 (4.97%) ITIL Foundation Certificate
3 14 (4.64%) ISEB
4 11 (3.64%) ISTQB
5 7 (2.32%) CISSP
5 7 (2.32%) PMI Certification
6 6 (1.99%) Microsoft Certification
7 5 (1.66%) MCSE
8 4 (1.32%) CISA
8 4 (1.32%) CISM
8 4 (1.32%) Numerate Degree
9 3 (0.99%) DBS Check
9 3 (0.99%) ITIL Certification
10 2 (0.66%) MBA
10 2 (0.66%) MCITP
10 2 (0.66%) Postgraduate
10 2 (0.66%) PRINCE2 Certification
10 2 (0.66%) Security Cleared
10 2 (0.66%) Six Sigma Yellow Belt
10 2 (0.66%) TOGAF Certification
Quality Assurance & Compliance
1 24 (7.95%) SLA
2 15 (4.97%) PMO
3 10 (3.31%) Data Quality
4 8 (2.65%) QA
5 5 (1.66%) GDPR
6 4 (1.32%) P3O
6 4 (1.32%) PCI DSS
7 3 (0.99%) ISO/IEC 27001
System Software
1 5 (1.66%) Active Directory
2 2 (0.66%) Hyper-V
2 2 (0.66%) Virtual Servers
2 2 (0.66%) vSphere
3 1 (0.33%) Docker
3 1 (0.33%) VMware ESXi
3 1 (0.33%) VMware Infrastructure
Systems Management
1 7 (2.32%) HP Quality Center
2 5 (1.66%) SmoothWall
3 4 (1.32%) McAfee ePO
3 4 (1.32%) Nessus
4 3 (0.99%) SCOM
5 2 (0.66%) HP ALM
6 1 (0.33%) Graphite
6 1 (0.33%) Nagios
6 1 (0.33%) Opscode Chef
Vendors
1 35 (11.59%) Microsoft
2 20 (6.62%) Tableau
3 11 (3.64%) Samsung
4 9 (2.98%) Cognos
4 9 (2.98%) Google
4 9 (2.98%) HP
4 9 (2.98%) Oracle
5 7 (2.32%) Capita
5 7 (2.32%) Salesforce.com
6 5 (1.66%) McAfee
7 4 (1.32%) SAP
7 4 (1.32%) Splunk
8 3 (0.99%) Informatica
8 3 (0.99%) MuleSoft
8 3 (0.99%) Orchard
8 3 (0.99%) Twitter
9 2 (0.66%) BMC
9 2 (0.66%) JD Edwards
9 2 (0.66%) NetApp
9 2 (0.66%) Sage