Period
to 26 May 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 26 May 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
6 months to
26 May 2018
Same period 2017 Same period 2016
Rank 37 35 24
Rank change year-on-year -2 -11 +8
Permanent jobs citing Analytical Skills 304 326 484
As % of all permanent IT jobs advertised in Leeds 6.35% 6.41% 7.59%
As % of the Miscellaneous category 19.59% 19.83% 22.66%
Number of salaries quoted 244 267 335
Leeds median annual salary £40,000 £40,000 £40,000
10th Percentile £25,000 £25,000 £26,250
90th Percentile £60,000 £59,500 £65,000
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 1,552 1,644 2,136
As % of all permanent IT jobs advertised in Leeds 32.44% 32.35% 33.48%
Number of salaries quoted 1,257 1,351 1,602
Leeds median annual salary £43,500 £42,500 £40,000
Median salary % change year-on-year +2.35% +6.25% -
10th Percentile £26,050 £25,000 £26,250
90th Percentile £60,000 £62,500 £63,750
West Yorkshire median annual salary £42,150 £42,500 £40,000
% change year-on-year -0.82% +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 26 May 2018.

Salary histogram for Analytical Skills in Leeds

For the 6 months to 26 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 Leeds region with a requirement for Analytical Skills.

1 147 (48.36%) Problem-Solving
2 112 (36.84%) Agile Software Development
3 103 (33.88%) Finance
4 70 (23.03%) SQL
5 65 (21.38%) Microsoft Excel
6 59 (19.41%) Stakeholder Management
7 54 (17.76%) Microsoft
8 51 (16.78%) Microsoft Office
9 50 (16.45%) Business Analysis
10 45 (14.80%) SQL Server
11 40 (13.16%) ITIL
11 40 (13.16%) Degree
12 37 (12.17%) Business Intelligence
13 35 (11.51%) C#
13 35 (11.51%) Self-Motivation
14 34 (11.18%) Java
14 34 (11.18%) Project Management
15 33 (10.86%) Analytics
16 32 (10.53%) JavaScript
16 32 (10.53%) ITSM
17 30 (9.87%) .NET
18 29 (9.54%) Python
18 29 (9.54%) SDLC
19 28 (9.21%) Coaching
20 27 (8.88%) Mentoring
20 27 (8.88%) Windows
20 27 (8.88%) HTML
20 27 (8.88%) Service Management
20 27 (8.88%) Problem Management
21 25 (8.22%) CSS

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 22 (7.24%) SAS
2 11 (3.62%) SharePoint
3 5 (1.64%) Apache Spark
4 3 (0.99%) MS Exchange
5 2 (0.66%) Apache
6 1 (0.33%) Apache Solr
6 1 (0.33%) CMS
6 1 (0.33%) Elasticsearch
6 1 (0.33%) Exchange Server 2010
6 1 (0.33%) IIS
6 1 (0.33%) Sitecore CMS
Applications
1 65 (21.38%) Microsoft Excel
2 51 (16.78%) Microsoft Office
3 18 (5.92%) Microsoft PowerPoint
4 7 (2.30%) Microsoft Project
5 6 (1.97%) MS Visio
5 6 (1.97%) SPSS
6 2 (0.66%) Adobe Creative Suite
7 1 (0.33%) Acrobat
7 1 (0.33%) Snagit
Business Applications
1 4 (1.32%) Dynamics AX
2 2 (0.66%) NetSuite
2 2 (0.66%) Sage 200
3 1 (0.33%) Unica
Cloud Services
1 23 (7.57%) Microsoft Azure
2 13 (4.28%) Amazon AWS
3 12 (3.95%) PaaS
4 8 (2.63%) IaaS
4 8 (2.63%) SaaS
5 2 (0.66%) CallidusCloud
5 2 (0.66%) Dynamics 365
5 2 (0.66%) Office 365
5 2 (0.66%) SuccessFactors
6 1 (0.33%) Azure Active Directory
6 1 (0.33%) GitHub
6 1 (0.33%) Google Cloud Platform
6 1 (0.33%) Mimecast
Communications & Networking
1 9 (2.96%) Symposium
2 7 (2.30%) Firewall
3 6 (1.97%) Internet
3 6 (1.97%) LAN
3 6 (1.97%) WAN
4 4 (1.32%) Intranet
4 4 (1.32%) MPLS
4 4 (1.32%) Network Security
4 4 (1.32%) WLAN
5 3 (0.99%) TCP/IP
5 3 (0.99%) Wireless
6 2 (0.66%) DNS
6 2 (0.66%) HTTP
6 2 (0.66%) Intrusion Detection
6 2 (0.66%) Remote Desktop
6 2 (0.66%) SAN
6 2 (0.66%) Skype
6 2 (0.66%) VPN
7 1 (0.33%) Cisco ISE
7 1 (0.33%) F5 BIG-IP LTM
Database & Business Intelligence
1 45 (14.80%) SQL Server
2 23 (7.57%) SQL Server Integration Services
2 23 (7.57%) SQL Server Reporting Services
3 19 (6.25%) SQL Server Analysis Services
4 18 (5.92%) Data Warehouse
5 16 (5.26%) NoSQL
6 12 (3.95%) Power BI
7 11 (3.62%) QlikView
7 11 (3.62%) Relational Database
8 9 (2.96%) Base SAS
9 7 (2.30%) MySQL
10 6 (1.97%) Data Lake
11 5 (1.64%) Azure SQL Database
11 5 (1.64%) Hadoop
12 4 (1.32%) Data Mining
12 4 (1.32%) MongoDB
12 4 (1.32%) MS Access
13 3 (0.99%) BusinessObjects
13 3 (0.99%) DB2
13 3 (0.99%) SQL Server 2008
Development Applications
1 10 (3.29%) JIRA
2 6 (1.97%) Git (software)
3 5 (1.64%) Atlassian Bamboo
3 5 (1.64%) Bitbucket
3 5 (1.64%) Bugzilla
3 5 (1.64%) Subversion
3 5 (1.64%) Trac
3 5 (1.64%) Visual Studio
4 3 (0.99%) SoapUI
4 3 (0.99%) Sonatype Nexus
5 1 (0.33%) Gatling
5 1 (0.33%) Jenkins
5 1 (0.33%) JMeter
5 1 (0.33%) JUnit
5 1 (0.33%) Mockito
5 1 (0.33%) Octopus Deploy
5 1 (0.33%) Spock
5 1 (0.33%) Team Foundation Server
5 1 (0.33%) TestNG
5 1 (0.33%) Visual Studio Team System
General
1 103 (33.88%) Finance
2 22 (7.24%) Retail
3 14 (4.61%) Marketing
3 14 (4.61%) Pharmaceutical
4 8 (2.63%) Games
4 8 (2.63%) Law
4 8 (2.63%) Legal
5 6 (1.97%) Banking
5 6 (1.97%) Financial Institution
6 3 (0.99%) Advertising
6 3 (0.99%) Back Office
7 2 (0.66%) Retail Banking
8 1 (0.33%) Billing
8 1 (0.33%) Local Government
8 1 (0.33%) Manufacturing
8 1 (0.33%) Publishing
Job Titles
1 133 (43.75%) Analyst
2 53 (17.43%) Business Analyst
3 35 (11.51%) Developer
4 20 (6.58%) Senior Analyst
5 19 (6.25%) Service Analyst
6 18 (5.92%) Service Desk Analyst
7 14 (4.61%) Architect
8 10 (3.29%) Consultant
8 10 (3.29%) Data Manager
8 10 (3.29%) DevOps Engineer
9 9 (2.96%) Mobile Developer
9 9 (2.96%) Risk Analyst
9 9 (2.96%) Senior Statistical Analyst
9 9 (2.96%) Statistical Analyst
10 7 (2.30%) C# Developer
10 7 (2.30%) Designer
10 7 (2.30%) Graduate
10 7 (2.30%) Incident Analyst
10 7 (2.30%) Java Developer
10 7 (2.30%) Junior
Libraries, Frameworks & Software Standards
1 30 (9.87%) .NET
2 27 (8.88%) HTML
3 25 (8.22%) CSS
4 20 (6.58%) Web Services
5 17 (5.59%) XML
6 15 (4.93%) REST
7 14 (4.61%) SOAP
8 13 (4.28%) XSD
9 12 (3.95%) ASP.NET
10 8 (2.63%) Node.js
11 7 (2.30%) jQuery
12 6 (1.97%) ASP.NET MVC
13 5 (1.64%) .NET Core
13 5 (1.64%) Backbone.js
13 5 (1.64%) Marionette.js
13 5 (1.64%) WCF
14 3 (0.99%) AngularJS
14 3 (0.99%) JSON
15 2 (0.66%) HTML5
15 2 (0.66%) RabbitMQ
Miscellaneous
1 35 (11.51%) Self-Motivation
2 22 (7.24%) User Experience
3 16 (5.26%) NHS
4 14 (4.61%) Management Information System
5 10 (3.29%) Analytical Mindset
6 9 (2.96%) Biotechnology
6 9 (2.96%) Greenfield Project
6 9 (2.96%) Mobile App
7 7 (2.30%) PMI
8 5 (1.64%) Data Centre
8 5 (1.64%) Hybrid Cloud
9 3 (0.99%) Computer Science
9 3 (0.99%) Enterprise Software
10 2 (0.66%) Data Structures
10 2 (0.66%) Replication
11 1 (0.33%) Algorithms
11 1 (0.33%) Clustering
11 1 (0.33%) CMDB
11 1 (0.33%) Tandem
11 1 (0.33%) Wiki
Operating Systems
1 27 (8.88%) Windows
2 14 (4.61%) Linux
3 9 (2.96%) Android
3 9 (2.96%) Apple iOS
3 9 (2.96%) Windows Mobile
4 6 (1.97%) Red Hat Enterprise Linux
4 6 (1.97%) Windows Server
5 3 (0.99%) Windows Server 2008
5 3 (0.99%) Windows Server 2012
6 2 (0.66%) CentOS
6 2 (0.66%) Unix
Processes & Methodologies
1 147 (48.36%) Problem-Solving
2 112 (36.84%) Agile Software Development
3 59 (19.41%) Stakeholder Management
4 50 (16.45%) Business Analysis
5 40 (13.16%) ITIL
6 37 (12.17%) Business Intelligence
7 34 (11.18%) Project Management
8 33 (10.86%) Analytics
9 32 (10.53%) ITSM
10 29 (9.54%) SDLC
11 28 (9.21%) Coaching
12 27 (8.88%) Mentoring
12 27 (8.88%) Problem Management
12 27 (8.88%) Service Management
13 24 (7.89%) DevOps
14 23 (7.57%) Analytical Thinking
15 22 (7.24%) Decision-Making
16 19 (6.25%) Change Management
16 19 (6.25%) Statistics
16 19 (6.25%) Time Management
Programming Languages
1 70 (23.03%) SQL
2 35 (11.51%) C#
3 34 (11.18%) Java
4 32 (10.53%) JavaScript
5 29 (9.54%) Python
6 20 (6.58%) PHP
7 14 (4.61%) C
7 14 (4.61%) R
7 14 (4.61%) T-SQL
8 10 (3.29%) MATLAB
9 9 (2.96%) VBA
10 7 (2.30%) VB
11 6 (1.97%) C++
12 5 (1.64%) Bash Shell
12 5 (1.64%) Perl
12 5 (1.64%) PowerShell
12 5 (1.64%) TypeScript
13 2 (0.66%) PL/SQL
13 2 (0.66%) Shell Script
13 2 (0.66%) VB.NET
Qualifications
1 40 (13.16%) Degree
2 14 (4.61%) ISEB
3 8 (2.63%) PMI Certification
4 7 (2.30%) ISTQB
5 6 (1.97%) ITIL Foundation Certificate
5 6 (1.97%) Microsoft Certification
6 4 (1.32%) CISSP
6 4 (1.32%) CREST Certified
6 4 (1.32%) Numerate Degree
6 4 (1.32%) PRINCE2 Certification
7 3 (0.99%) CISA
7 3 (0.99%) Cisco Certification
7 3 (0.99%) MCSE
7 3 (0.99%) Six Sigma Yellow Belt
8 2 (0.66%) CCIE
8 2 (0.66%) CISM
8 2 (0.66%) Master's Degree
8 2 (0.66%) MCITP
9 1 (0.33%) CCNA
9 1 (0.33%) DBS Check
Quality Assurance & Compliance
1 13 (4.28%) Data Quality
1 13 (4.28%) SLA
2 12 (3.95%) PMO
3 9 (2.96%) QA
4 5 (1.64%) ISO/IEC 27001
4 5 (1.64%) P3O
5 2 (0.66%) GDPR
5 2 (0.66%) PCI DSS
6 1 (0.33%) COBIT
System Software
1 8 (2.63%) Active Directory
2 4 (1.32%) Docker
3 2 (0.66%) Hyper-V
4 1 (0.33%) VMware Infrastructure
Systems Management
1 6 (1.97%) HP Quality Center
2 5 (1.64%) SmoothWall
3 3 (0.99%) Graphite
3 3 (0.99%) Nagios
3 3 (0.99%) Opscode Chef
4 2 (0.66%) McAfee ePO
5 1 (0.33%) Cisco Prime
5 1 (0.33%) Nessus
5 1 (0.33%) Norton AntiVirus
5 1 (0.33%) Puppet
5 1 (0.33%) SCCM
5 1 (0.33%) SCOM
5 1 (0.33%) SCVMM
Vendors
1 54 (17.76%) Microsoft
2 19 (6.25%) Tableau
3 9 (2.96%) Capita
3 9 (2.96%) Cognos
4 8 (2.63%) Google
4 8 (2.63%) Samsung
5 6 (1.97%) HP
5 6 (1.97%) Oracle
6 5 (1.64%) Cisco
7 4 (1.32%) Citrix
8 3 (0.99%) McAfee
9 2 (0.66%) Adobe
9 2 (0.66%) BMC
9 2 (0.66%) Callidus
9 2 (0.66%) JD Edwards
9 2 (0.66%) Sage
9 2 (0.66%) Salesforce.com
9 2 (0.66%) Virgin Media
9 2 (0.66%) VMware
10 1 (0.33%) Nebu