Period
to 20 February 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 20 February 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
6 months to
20 Feb 2018
Same period 2017 Same period 2016
Rank 30 39 21
Rank change year-on-year +9 -18 +7
Permanent jobs citing Analytical Skills 345 305 558
As % of all permanent IT jobs advertised in Leeds 6.94% 5.78% 8.18%
As % of the Miscellaneous category 22.16% 19.51% 25.23%
Number of salaries quoted 271 267 415
Leeds median annual salary £40,000 £35,000 £40,000
Median salary % change year-on-year +14.29% -12.50% +5.26%
10th Percentile £29,750 £25,000 £23,750
90th Percentile £66,042 £57,500 £65,900
West Yorkshire median annual salary £38,500 £40,000 £38,000
% change year-on-year -3.75% +5.26% +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 Leeds with a requirement for generic IT skills.

All Generic IT Skills
Leeds
Permanent vacancies with a requirement for generic IT skills 1,557 1,563 2,212
As % of all permanent IT jobs advertised in Leeds 31.32% 29.61% 32.43%
Number of salaries quoted 1,261 1,323 1,686
Leeds median annual salary £43,000 £42,500 £42,500
Median salary % change year-on-year +1.18% - +6.25%
10th Percentile £28,000 £25,750 £26,749
90th Percentile £65,000 £60,000 £63,750
West Yorkshire median annual salary £42,000 £41,500 £41,000
% change year-on-year +1.20% +1.22% +2.50%

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 20 February 2018.

Salary histogram for Analytical Skills in Leeds

For the 6 months to 20 February 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.

1 110 (31.88%) Agile Software Development
2 89 (25.80%) Finance
3 65 (18.84%) Microsoft
4 60 (17.39%) SQL
5 54 (15.65%) Business Intelligence
6 51 (14.78%) Degree
7 50 (14.49%) Microsoft Excel
8 46 (13.33%) Stakeholder Management
9 41 (11.88%) SQL Server
10 40 (11.59%) Analytics
11 37 (10.72%) Business Analysis
12 36 (10.43%) ITIL
13 34 (9.86%) Linux
14 30 (8.70%) Retail
15 29 (8.41%) Python
15 29 (8.41%) Microsoft Office
16 28 (8.12%) .NET
16 28 (8.12%) DevOps
17 26 (7.54%) Mentoring
17 26 (7.54%) Oracle
18 25 (7.25%) C#
18 25 (7.25%) Windows
19 24 (6.96%) ITSM
20 23 (6.67%) Disaster Recovery
20 23 (6.67%) JavaScript
20 23 (6.67%) SQL Server Reporting Services
21 22 (6.38%) SQL Server Integration Services
21 22 (6.38%) Incident Management
21 22 (6.38%) Marketing
21 22 (6.38%) Data Modelling

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 (5.80%) SAS
2 10 (2.90%) Oracle SOA Suite
2 10 (2.90%) SharePoint
3 3 (0.87%) Apache
4 2 (0.58%) CMS
4 2 (0.58%) IIS
4 2 (0.58%) MS Exchange
4 2 (0.58%) SharePoint 2013
4 2 (0.58%) SharePoint Server
5 1 (0.29%) Apache Solr
5 1 (0.29%) Apache Spark
5 1 (0.29%) Elasticsearch
5 1 (0.29%) Exchange Server 2010
5 1 (0.29%) MQSeries
5 1 (0.29%) NetWeaver
5 1 (0.29%) OpenEdge
5 1 (0.29%) SharePoint 2010
5 1 (0.29%) Sitecore CMS
5 1 (0.29%) Tomcat
Applications
1 50 (14.49%) Microsoft Excel
2 29 (8.41%) Microsoft Office
3 8 (2.32%) Microsoft PowerPoint
4 6 (1.74%) SPSS
5 3 (0.87%) Adobe Creative Suite
5 3 (0.87%) Microsoft Project
Business Applications
1 1 (0.29%) Primavera
1 1 (0.29%) Sage 200
Cloud Services
1 11 (3.19%) Amazon AWS
2 8 (2.32%) Microsoft Azure
2 8 (2.32%) PaaS
3 5 (1.45%) Office 365
4 3 (0.87%) Google Analytics
5 1 (0.29%) Azure Active Directory
5 1 (0.29%) GitHub
5 1 (0.29%) IaaS
5 1 (0.29%) Mimecast
Communications & Networking
1 10 (2.90%) Firewall
2 9 (2.61%) LAN
2 9 (2.61%) WAN
3 8 (2.32%) Network Security
4 6 (1.74%) Cisco Nexus
4 6 (1.74%) MPLS
4 6 (1.74%) Wireless
5 5 (1.45%) Wi-Fi
5 5 (1.45%) WLAN
6 4 (1.16%) Cisco ASA
6 4 (1.16%) Symposium
6 4 (1.16%) Wireshark
7 3 (0.87%) DNS
8 2 (0.58%) F5 BIG-IP LTM
8 2 (0.58%) HTTP
8 2 (0.58%) Junos
8 2 (0.58%) Remote Desktop
8 2 (0.58%) SAN
8 2 (0.58%) TCP/IP
9 1 (0.29%) F5 BIG-IP GTM
Database & Business Intelligence
1 41 (11.88%) SQL Server
2 23 (6.67%) SQL Server Reporting Services
3 22 (6.38%) SQL Server Integration Services
4 20 (5.80%) Data Mining
5 19 (5.51%) SQL Server Analysis Services
6 18 (5.22%) Data Warehouse
7 15 (4.35%) BusinessObjects
8 10 (2.90%) Power BI
9 9 (2.61%) QlikView
9 9 (2.61%) SQL Server 2016
10 7 (2.03%) MongoDB
10 7 (2.03%) MySQL
11 6 (1.74%) Big Data
11 6 (1.74%) Redis
11 6 (1.74%) SQL Server 2008
12 5 (1.45%) Crystal Reports
12 5 (1.45%) Oracle Database
12 5 (1.45%) Relational Database
12 5 (1.45%) SQL Server 2012
12 5 (1.45%) SQL Server 2014
Development Applications
1 14 (4.06%) Git (software)
2 10 (2.90%) JIRA
3 6 (1.74%) Sonatype Nexus
3 6 (1.74%) Team Foundation Server
4 5 (1.45%) Bugzilla
4 5 (1.45%) Oracle Forms
4 5 (1.45%) Subversion
4 5 (1.45%) Trac
5 4 (1.16%) Visual Studio
6 3 (0.87%) SoapUI
7 2 (0.58%) HP UFT
7 2 (0.58%) Jenkins
7 2 (0.58%) Selenium
8 1 (0.29%) JMeter
8 1 (0.29%) JUnit
8 1 (0.29%) Mockito
8 1 (0.29%) MSI
8 1 (0.29%) TeamCity
8 1 (0.29%) TestNG
8 1 (0.29%) WebDriver
General
1 89 (25.80%) Finance
2 30 (8.70%) Retail
3 22 (6.38%) Marketing
4 16 (4.64%) Games
5 8 (2.32%) Pharmaceutical
6 6 (1.74%) Legal
7 5 (1.45%) Law
8 4 (1.16%) Advertising
9 3 (0.87%) Back Office
9 3 (0.87%) Banking
9 3 (0.87%) Manufacturing
10 2 (0.58%) Automotive
11 1 (0.29%) Financial Institution
Job Titles
1 126 (36.52%) Analyst
2 52 (15.07%) Business Analyst
3 37 (10.72%) Developer
4 29 (8.41%) Consultant
5 18 (5.22%) Graduate
6 16 (4.64%) DevOps Engineer
7 15 (4.35%) Graduate Consultant
7 15 (4.35%) IT Consultant
8 14 (4.06%) Graduate IT Consultant
8 14 (4.06%) IT Graduate
8 14 (4.06%) Senior Analyst
9 13 (3.77%) Business Intelligence Analyst
9 13 (3.77%) Incident Analyst
9 13 (3.77%) Junior
10 11 (3.19%) Architect
10 11 (3.19%) Designer
11 10 (2.90%) Software Developer
11 10 (2.90%) Tester
12 9 (2.61%) Data Scientist
12 9 (2.61%) Support Engineer
Libraries, Frameworks & Software Standards
1 28 (8.12%) .NET
2 18 (5.22%) HTML
3 15 (4.35%) CSS
4 14 (4.06%) ASP.NET
5 10 (2.90%) Middleware
5 10 (2.90%) Oracle Fusion
5 10 (2.90%) Web Services
6 9 (2.61%) jQuery
7 8 (2.32%) SOAP
8 7 (2.03%) Sensu
8 7 (2.03%) XML
9 6 (1.74%) ASP.NET MVC
9 6 (1.74%) LAMP
9 6 (1.74%) RabbitMQ
10 5 (1.45%) Backbone.js
10 5 (1.45%) Marionette.js
10 5 (1.45%) WCF
11 3 (0.87%) JSON
11 3 (0.87%) Node.js
12 2 (0.58%) .NET Framework
Miscellaneous
1 13 (3.77%) User Experience
2 11 (3.19%) Data Centre
3 8 (2.32%) Management Information System
4 7 (2.03%) Enterprise Software
5 6 (1.74%) Algorithms
5 6 (1.74%) Analytical Mindset
5 6 (1.74%) Computer Science
6 5 (1.45%) Greenfield Project
7 4 (1.16%) Biotechnology
7 4 (1.16%) PMI
8 2 (0.58%) CMDB
8 2 (0.58%) Replication
9 1 (0.29%) Clustering
9 1 (0.29%) Digital Signage
9 1 (0.29%) NHS
9 1 (0.29%) Robotics
9 1 (0.29%) Social Media
9 1 (0.29%) Tandem
9 1 (0.29%) Virtual Team
9 1 (0.29%) Wiki
Operating Systems
1 34 (9.86%) Linux
2 25 (7.25%) Windows
3 13 (3.77%) Red Hat Enterprise Linux
4 7 (2.03%) Windows Server
5 6 (1.74%) CentOS
6 4 (1.16%) Windows Server 2008
7 2 (0.58%) Apple iOS
7 2 (0.58%) Windows Server 2012
8 1 (0.29%) Android
8 1 (0.29%) Mac OS X
8 1 (0.29%) Windows 10
8 1 (0.29%) Windows 7
8 1 (0.29%) Windows Mobile
Processes & Methodologies
1 110 (31.88%) Agile Software Development
2 54 (15.65%) Business Intelligence
3 46 (13.33%) Stakeholder Management
4 40 (11.59%) Analytics
5 37 (10.72%) Business Analysis
6 36 (10.43%) ITIL
7 28 (8.12%) DevOps
8 26 (7.54%) Mentoring
9 24 (6.96%) ITSM
10 23 (6.67%) Disaster Recovery
11 22 (6.38%) Data Modelling
11 22 (6.38%) Incident Management
11 22 (6.38%) Project Management
11 22 (6.38%) Statistical Modelling
12 20 (5.80%) Coaching
12 20 (5.80%) SDLC
12 20 (5.80%) Software Testing
13 19 (5.51%) ITIL V3
13 19 (5.51%) Problem Management
13 19 (5.51%) Scrum
Programming Languages
1 60 (17.39%) SQL
2 29 (8.41%) Python
3 25 (7.25%) C#
4 23 (6.67%) JavaScript
5 17 (4.93%) T-SQL
6 14 (4.06%) Java
6 14 (4.06%) PHP
6 14 (4.06%) VB
7 12 (3.48%) VBA
8 11 (3.19%) C
8 11 (3.19%) R
9 9 (2.61%) PowerShell
10 6 (1.74%) MATLAB
11 5 (1.45%) PL/SQL
11 5 (1.45%) TypeScript
12 3 (0.87%) C++
12 3 (0.87%) COBOL
13 2 (0.58%) LINC
14 1 (0.29%) Ruby
14 1 (0.29%) VB6
Qualifications
1 51 (14.78%) Degree
2 13 (3.77%) Microsoft Certification
3 11 (3.19%) Cisco Certification
4 7 (2.03%) ISEB
5 6 (1.74%) CCIE
5 6 (1.74%) SC Cleared
5 6 (1.74%) Security Cleared
6 5 (1.45%) CCNA
6 5 (1.45%) CCNP
6 5 (1.45%) CREST Certified
6 5 (1.45%) ISTQB
6 5 (1.45%) MCSA
6 5 (1.45%) PMI Certification
7 4 (1.16%) CCSE
7 4 (1.16%) JNCIP
7 4 (1.16%) PRINCE2 Certification
8 3 (0.87%) JNCIA
8 3 (0.87%) MCAD
8 3 (0.87%) MCP
8 3 (0.87%) MCSE
Quality Assurance & Compliance
1 9 (2.61%) SLA
2 8 (2.32%) PMO
3 7 (2.03%) Data Quality
4 4 (1.16%) ISO/IEC 27001
4 4 (1.16%) QA
5 2 (0.58%) P3O
5 2 (0.58%) PCI DSS
6 1 (0.29%) COBIT
System Software
1 8 (2.32%) Active Directory
2 7 (2.03%) Docker
3 4 (1.16%) VMware Infrastructure
4 3 (0.87%) Virtual Servers
5 2 (0.58%) Hyper-V
5 2 (0.58%) vSphere
6 1 (0.29%) Microsoft App-V
6 1 (0.29%) ProxySG
Systems Management
1 13 (3.77%) Opscode Chef
2 9 (2.61%) Puppet
3 6 (1.74%) Graphite
3 6 (1.74%) Nagios
4 5 (1.45%) SCCM
5 4 (1.16%) HP Quality Center
6 3 (0.87%) SCOM
7 2 (0.58%) AirWatch
8 1 (0.29%) Cisco Prime
8 1 (0.29%) McAfee ePO
8 1 (0.29%) Microsoft Intune
8 1 (0.29%) Norton AntiVirus
8 1 (0.29%) SCVMM
Vendors
1 65 (18.84%) Microsoft
2 26 (7.54%) Oracle
3 17 (4.93%) Tableau
4 15 (4.35%) Google
5 14 (4.06%) Virgin Media
6 13 (3.77%) Capita
6 13 (3.77%) Cisco
7 10 (2.90%) IBM
8 9 (2.61%) HP
9 8 (2.32%) CheckPoint
10 7 (2.03%) Juniper
11 6 (1.74%) Citrix
11 6 (1.74%) F5
12 5 (1.45%) Adobe
12 5 (1.45%) Aruba
12 5 (1.45%) VMware
13 4 (1.16%) Extreme Networks
13 4 (1.16%) Meraki
13 4 (1.16%) Ubiquiti
14 3 (0.87%) RedGate