Period
to 11 December 2017

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

Analytical Skills
6 months to
11 Dec 2017
Same period 2016 Same period 2015
Rank 27 33 24
Rank change year-on-year +6 -9 +2
Permanent jobs citing Analytical Skills 348 340 555
As % of all permanent IT jobs advertised in Leeds 7.07% 6.36% 7.96%
As % of the Miscellaneous category 21.75% 21.66% 23.33%
Number of salaries quoted 273 295 440
Leeds median annual salary £42,000 £37,500 £35,625
Median salary % change year-on-year +12.00% +5.26% -4.10%
10th Percentile £27,500 £25,000 £21,750
90th Percentile £62,500 £56,500 £57,500
West Yorkshire median annual salary £40,000 £40,000 £37,500
% change year-on-year - +6.67% +7.14%

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 1600 1570 2379
As % of all permanent IT jobs advertised in Leeds 32.50% 29.37% 34.11%
Number of salaries quoted 1280 1347 1790
Leeds median annual salary £45,000 £40,000 £42,500
Median salary % change year-on-year +12.50% -5.88% +6.25%
10th Percentile £27,500 £26,000 £25,475
90th Percentile £65,000 £60,000 £62,500
West Yorkshire median annual salary £42,500 £41,500 £40,500
% change year-on-year +2.41% +2.47% +3.85%

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 11 December 2017.

Salary histogram for Analytical Skills in Leeds

For the 6 months to 11 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 Leeds region with a requirement for Analytical Skills.

1 110 (31.61%) Agile Software Development
2 93 (26.72%) Finance
3 77 (22.13%) Degree
4 73 (20.98%) Microsoft
5 67 (19.25%) Business Intelligence
6 65 (18.68%) SQL
7 42 (12.07%) SQL Server
7 42 (12.07%) Analytics
8 40 (11.49%) Microsoft Excel
9 39 (11.21%) Retail
10 37 (10.63%) Mentoring
11 34 (9.77%) Business Analysis
12 32 (9.20%) Data Modelling
12 32 (9.20%) Oracle
12 32 (9.20%) Project Management
13 31 (8.91%) ITIL
14 30 (8.62%) Data Warehouse
14 30 (8.62%) Software Testing
15 29 (8.33%) Linux
15 29 (8.33%) Stakeholder Management
16 28 (8.05%) C#
17 27 (7.76%) .NET
18 26 (7.47%) Virgin Media
18 26 (7.47%) SDLC
18 26 (7.47%) Data Mining
19 24 (6.90%) SQL Server Integration Services
20 23 (6.61%) Mathematics
21 22 (6.32%) Marketing
21 22 (6.32%) Scrum
21 22 (6.32%) DevOps

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 13 (3.74%) SAS
2 11 (3.16%) SharePoint
3 10 (2.87%) Oracle SOA Suite
4 4 (1.15%) MS Exchange
5 3 (0.86%) Apache
5 3 (0.86%) IIS
6 2 (0.57%) MQSeries
6 2 (0.57%) SharePoint 2013
6 2 (0.57%) SharePoint Server
6 2 (0.57%) Tomcat
7 1 (0.29%) Apache Spark
7 1 (0.29%) CMS
7 1 (0.29%) Exchange Server 2010
7 1 (0.29%) Exchange Server 2013
7 1 (0.29%) IBM Domino
7 1 (0.29%) IBM Notes
7 1 (0.29%) MS Project Server
7 1 (0.29%) NetWeaver
7 1 (0.29%) OpenEdge
7 1 (0.29%) SharePoint 2010
Applications
1 40 (11.49%) Microsoft Excel
2 16 (4.60%) Microsoft Office
3 9 (2.59%) SPSS
4 8 (2.30%) Microsoft Project
5 5 (1.44%) Microsoft PowerPoint
6 3 (0.86%) MS Visio
7 1 (0.29%) Adobe Creative Suite
Business Applications
1 4 (1.15%) Dynamics CRM
2 2 (0.57%) Oracle Retail
2 2 (0.57%) Primavera
2 2 (0.57%) SAP EWM
3 1 (0.29%) Sage 200
Cloud Services
1 11 (3.16%) Amazon AWS
2 7 (2.01%) Google Analytics
3 4 (1.15%) Google Tag Manager
3 4 (1.15%) Microsoft Azure
3 4 (1.15%) PaaS
4 3 (0.86%) Office 365
5 1 (0.29%) Amazon EC2
5 1 (0.29%) Amazon ELB
5 1 (0.29%) Amazon S3
5 1 (0.29%) AWS CloudFormation
5 1 (0.29%) AWS Lambda
5 1 (0.29%) Cloud Computing
5 1 (0.29%) SaaS
5 1 (0.29%) Serverless
Communications & Networking
1 11 (3.16%) Firewall
2 6 (1.72%) LAN
2 6 (1.72%) Network Security
2 6 (1.72%) WAN
3 5 (1.44%) Cisco Nexus
4 4 (1.15%) Wi-Fi
4 4 (1.15%) Wireless
4 4 (1.15%) Wireshark
5 3 (0.86%) Cisco ASA
5 3 (0.86%) Intrusion Detection
5 3 (0.86%) MPLS
5 3 (0.86%) WLAN
6 2 (0.57%) DNS
6 2 (0.57%) HTTP
6 2 (0.57%) Junos
6 2 (0.57%) LDAP
6 2 (0.57%) VPN
7 1 (0.29%) F5 BIG-IP GTM
7 1 (0.29%) F5 BIG-IP LTM
7 1 (0.29%) NetScaler
Database & Business Intelligence
1 42 (12.07%) SQL Server
2 30 (8.62%) Data Warehouse
3 26 (7.47%) Data Mining
4 24 (6.90%) SQL Server Integration Services
5 20 (5.75%) SQL Server Analysis Services
5 20 (5.75%) SQL Server Reporting Services
6 16 (4.60%) MS Access
7 14 (4.02%) BusinessObjects
8 11 (3.16%) SQL Server 2016
9 8 (2.30%) MySQL
9 8 (2.30%) Relational Database
10 7 (2.01%) SQL Server 2014
11 6 (1.72%) Big Data
11 6 (1.72%) SQL Server 2008
11 6 (1.72%) SQL Server 2012
12 5 (1.44%) Crystal Reports
12 5 (1.44%) Oracle Database
12 5 (1.44%) Power BI
13 4 (1.15%) Event Store
13 4 (1.15%) Redis
Development Applications
1 12 (3.45%) Team Foundation Server
2 9 (2.59%) Git (software)
2 9 (2.59%) JIRA
3 8 (2.30%) Selenium
4 5 (1.44%) Oracle Forms
5 4 (1.15%) Jenkins
5 4 (1.15%) SoapUI
5 4 (1.15%) Sonatype Nexus
6 3 (0.86%) SpecFlow
6 3 (0.86%) TeamCity
6 3 (0.86%) Visual Studio
6 3 (0.86%) WebDriver
7 2 (0.57%) Bugzilla
7 2 (0.57%) Cucumber
7 2 (0.57%) FogBugz
7 2 (0.57%) HP UFT
7 2 (0.57%) NUnit
7 2 (0.57%) Octopus Deploy
7 2 (0.57%) Subversion
8 1 (0.29%) MSI
General
1 93 (26.72%) Finance
2 39 (11.21%) Retail
3 22 (6.32%) Marketing
4 11 (3.16%) Games
5 6 (1.72%) Legal
5 6 (1.72%) Telecoms
6 5 (1.44%) Banking
6 5 (1.44%) Retail Finance
7 3 (0.86%) Advertising
7 3 (0.86%) Financial Institution
8 2 (0.57%) Automotive
8 2 (0.57%) Back Office
8 2 (0.57%) Law
8 2 (0.57%) Manufacturing
Job Titles
1 128 (36.78%) Analyst
2 53 (15.23%) Business Analyst
3 39 (11.21%) Consultant
4 37 (10.63%) Developer
5 32 (9.20%) Graduate
6 27 (7.76%) Graduate Consultant
7 26 (7.47%) Graduate IT Consultant
7 26 (7.47%) IT Consultant
7 26 (7.47%) IT Graduate
8 15 (4.31%) Junior
9 13 (3.74%) DevOps Engineer
10 12 (3.45%) Data Scientist
10 12 (3.45%) Senior Analyst
11 11 (3.16%) Business Intelligence Analyst
11 11 (3.16%) Data Analyst
11 11 (3.16%) Junior Analyst
12 10 (2.87%) Project Manager
12 10 (2.87%) Tester
13 9 (2.59%) Designer
13 9 (2.59%) Support Engineer
Libraries, Frameworks & Software Standards
1 27 (7.76%) .NET
2 11 (3.16%) HTML
3 10 (2.87%) Middleware
3 10 (2.87%) Oracle Fusion
3 10 (2.87%) SOAP
4 9 (2.59%) XML
5 8 (2.30%) ASP.NET
5 8 (2.30%) RabbitMQ
6 7 (2.01%) AngularJS
6 7 (2.01%) CSS
6 7 (2.01%) Sensu
6 7 (2.01%) Web Services
7 6 (1.72%) XSD
8 5 (1.44%) .NET Framework
8 5 (1.44%) jQuery
9 4 (1.15%) ASP.NET Web API
9 4 (1.15%) LAMP
10 3 (0.86%) JMS
10 3 (0.86%) JSP
10 3 (0.86%) REST
Miscellaneous
1 14 (4.02%) User Experience
2 13 (3.74%) Management Information System
3 12 (3.45%) Computer Science
4 6 (1.72%) Data Centre
4 6 (1.72%) Enterprise Software
5 5 (1.44%) Algorithms
6 4 (1.15%) CMDB
6 4 (1.15%) Data Structures
6 4 (1.15%) Digital Media
6 4 (1.15%) NHS
7 3 (0.86%) Cybercrime
7 3 (0.86%) Replication
8 2 (0.57%) PMI
8 2 (0.57%) Public Cloud
8 2 (0.57%) Virtual Team
9 1 (0.29%) AS400
9 1 (0.29%) Clustering
9 1 (0.29%) Credit Risk
9 1 (0.29%) Robotics
9 1 (0.29%) Social Media
Operating Systems
1 29 (8.33%) Linux
2 21 (6.03%) Windows
3 11 (3.16%) Red Hat Enterprise Linux
4 8 (2.30%) Windows Server
5 5 (1.44%) CentOS
6 4 (1.15%) Windows Server 2008
7 3 (0.86%) Windows 10
7 3 (0.86%) Windows 7
8 2 (0.57%) Apple iOS
8 2 (0.57%) Unix
8 2 (0.57%) Windows Server 2012
9 1 (0.29%) AIX
9 1 (0.29%) Android
9 1 (0.29%) Mac OS X
9 1 (0.29%) Solaris
9 1 (0.29%) Windows 8
9 1 (0.29%) Windows Server 2003
Processes & Methodologies
1 110 (31.61%) Agile Software Development
2 67 (19.25%) Business Intelligence
3 42 (12.07%) Analytics
4 37 (10.63%) Mentoring
5 34 (9.77%) Business Analysis
6 32 (9.20%) Data Modelling
6 32 (9.20%) Project Management
7 31 (8.91%) ITIL
8 30 (8.62%) Software Testing
9 29 (8.33%) Stakeholder Management
10 26 (7.47%) SDLC
11 23 (6.61%) Mathematics
12 22 (6.32%) DevOps
12 22 (6.32%) Scrum
13 21 (6.03%) Change Management
13 21 (6.03%) Waterfall
14 20 (5.75%) Coaching
15 19 (5.46%) Test Automation
16 17 (4.89%) Disaster Recovery
16 17 (4.89%) Statistical Modelling
Programming Languages
1 65 (18.68%) SQL
2 28 (8.05%) C#
3 21 (6.03%) VBA
4 20 (5.75%) Java
5 19 (5.46%) Python
5 19 (5.46%) VB
6 16 (4.60%) JavaScript
7 12 (3.45%) T-SQL
8 10 (2.87%) PowerShell
9 9 (2.59%) PL/SQL
10 7 (2.01%) PHP
11 5 (1.44%) R
12 4 (1.15%) C
13 3 (0.86%) C++
13 3 (0.86%) COBOL
13 3 (0.86%) FoxPro (VFP)
13 3 (0.86%) Ruby
13 3 (0.86%) VB6
14 2 (0.57%) Bash Shell
14 2 (0.57%) LINC
Qualifications
1 77 (22.13%) Degree
2 12 (3.45%) Microsoft Certification
3 9 (2.59%) Cisco Certification
4 7 (2.01%) Computer Science Degree
5 6 (1.72%) MCSA
5 6 (1.72%) PRINCE2 Practitioner
5 6 (1.72%) SC Cleared
5 6 (1.72%) Security Cleared
6 5 (1.44%) CCIE
6 5 (1.44%) CCNP
6 5 (1.44%) ISEB
6 5 (1.44%) ISTQB
7 4 (1.15%) CCNA
7 4 (1.15%) CCSE
7 4 (1.15%) CISSP
7 4 (1.15%) JNCIP
7 4 (1.15%) Numerate Degree
8 3 (0.86%) CEH
8 3 (0.86%) ISTQB Foundation Certification
8 3 (0.86%) JNCIA
Quality Assurance & Compliance
1 17 (4.89%) PMO
2 8 (2.30%) SLA
3 7 (2.01%) Data Quality
3 7 (2.01%) QA
4 6 (1.72%) ISO/IEC 27001
5 4 (1.15%) PCI DSS
6 2 (0.57%) P3O
7 1 (0.29%) GDPR
System Software
1 7 (2.01%) Docker
2 6 (1.72%) Active Directory
2 6 (1.72%) VMware Infrastructure
3 3 (0.86%) Virtual Servers
4 2 (0.57%) vSphere
5 1 (0.29%) Microsoft App-V
5 1 (0.29%) ProxySG
Systems Management
1 13 (3.74%) Opscode Chef
2 11 (3.16%) Puppet
3 4 (1.15%) Graphite
3 4 (1.15%) Nagios
3 4 (1.15%) SCCM
4 2 (0.57%) AirWatch
4 2 (0.57%) SCOM
4 2 (0.57%) ServiceCenter
5 1 (0.29%) Ansible
5 1 (0.29%) Backup Exec
5 1 (0.29%) DameWare
5 1 (0.29%) HP Quality Center
5 1 (0.29%) Microsoft Intune
5 1 (0.29%) Salt
Vendors
1 73 (20.98%) Microsoft
2 32 (9.20%) Oracle
3 26 (7.47%) Virgin Media
4 18 (5.17%) Google
5 14 (4.02%) Cisco
6 10 (2.87%) IBM
7 8 (2.30%) Tableau
8 7 (2.01%) CheckPoint
8 7 (2.01%) HP
9 6 (1.72%) Capita
9 6 (1.72%) Citrix
9 6 (1.72%) F5
9 6 (1.72%) Juniper
9 6 (1.72%) VMware
10 5 (1.44%) Splunk
11 4 (1.15%) Aruba
11 4 (1.15%) Extreme Networks
11 4 (1.15%) Meraki
11 4 (1.15%) Ubiquiti
12 3 (0.86%) Alterian