Period
to 25 February 2020

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 25 February 2020 with a comparison to the same period over the previous 2 years.

Analytical Skills
6 months to
25 Feb 2020
Same period 2019 Same period 2018
Rank 35 38 32
Rank change year-on-year +3 -6 +7
Permanent jobs citing Analytical Skills 184 207 340
As % of all permanent IT jobs advertised in Leeds 6.15% 6.53% 6.95%
As % of the Miscellaneous category 19.33% 18.05% 22.09%
Number of salaries quoted 149 183 268
Leeds median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% +9.96%
10th Percentile £26,250 £26,250 £30,000
90th Percentile £68,000 £62,500 £65,313
West Yorkshire median annual salary £42,500 £42,500 £38,250
% change year-on-year - +11.11% -4.38%

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 952 1,147 1,539
As % of all permanent IT jobs advertised in Leeds 31.81% 36.17% 31.46%
Number of salaries quoted 794 930 1,249
Leeds median annual salary £50,000 £45,000 £42,500
Median salary % change year-on-year +11.11% +5.88% +1.19%
10th Percentile £31,250 £28,583 £27,950
90th Percentile £72,500 £66,375 £62,500
West Yorkshire median annual salary £46,000 £43,500 £42,000
% change year-on-year +5.75% +3.57% +5.00%

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 25 February 2020.

Salary histogram for Analytical Skills in Leeds

For the 6 months to 25 February 2020, 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 97 (52.72%) Problem-Solving
2 62 (33.70%) Agile Software Development
3 51 (27.72%) Finance
4 48 (26.09%) SQL
5 37 (20.11%) ITIL
6 29 (15.76%) ITIL V3
7 27 (14.67%) Stakeholder Management
7 27 (14.67%) Incident Management
8 26 (14.13%) Continuous Improvement
8 26 (14.13%) Analytical Thinking
9 24 (13.04%) Acceptance Criteria
9 24 (13.04%) Analytics
9 24 (13.04%) Microsoft Excel
10 23 (12.50%) Windows
11 22 (11.96%) Microsoft
11 22 (11.96%) ITSM
11 22 (11.96%) assyst
12 21 (11.41%) Software Engineering
12 21 (11.41%) Disaster Recovery
12 21 (11.41%) Security Operations
13 19 (10.33%) Service Management
14 18 (9.78%) Python
15 17 (9.24%) C#
15 17 (9.24%) Business Intelligence
15 17 (9.24%) Change Management
15 17 (9.24%) JIRA
15 17 (9.24%) Azure
16 16 (8.70%) Project Management
16 16 (8.70%) Microsoft Office
17 15 (8.15%) Oracle

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 11 (5.98%) Confluence
2 5 (2.72%) Apache Spark
3 3 (1.63%) Apache
3 3 (1.63%) IBM Domino
4 2 (1.09%) SharePoint
5 1 (0.54%) OpenStack
5 1 (0.54%) SAS
Applications
1 24 (13.04%) Microsoft Excel
2 16 (8.70%) Microsoft Office
3 11 (5.98%) Microsoft PowerPoint
4 3 (1.63%) Microsoft Project
4 3 (1.63%) MS Visio
5 1 (0.54%) SPSS
Business Applications
1 22 (11.96%) assyst
Cloud Services
1 17 (9.24%) Azure
2 11 (5.98%) AWS
3 10 (5.43%) Power Platform
4 6 (3.26%) Adobe Analytics
4 6 (3.26%) Google Analytics
5 4 (2.17%) Amazon Kinesis
5 4 (2.17%) Cloud Computing
6 3 (1.63%) Amazon EC2
6 3 (1.63%) Amazon SageMaker
7 2 (1.09%) Azure Machine Learning
7 2 (1.09%) Sumo Logic
8 1 (0.54%) GCP
8 1 (0.54%) Office 365
Communications & Networking
1 1 (0.54%) Firewall
1 1 (0.54%) Intranet
1 1 (0.54%) TCP/IP
1 1 (0.54%) Unified Communications
1 1 (0.54%) VPN
1 1 (0.54%) Wireless
Database & Business Intelligence
1 12 (6.52%) Oracle Database
1 12 (6.52%) SQL Server Reporting Services
2 11 (5.98%) SQL Server
3 10 (5.43%) Power BI
4 8 (4.35%) SQL Server Integration Services
5 4 (2.17%) Data Warehouse
5 4 (2.17%) NoSQL
5 4 (2.17%) Relational Database
5 4 (2.17%) SQL Server Analysis Services
6 3 (1.63%) Amazon Aurora
6 3 (1.63%) Amazon RDS
6 3 (1.63%) Apache Hive
6 3 (1.63%) Big Data
6 3 (1.63%) Data Lake
6 3 (1.63%) Hadoop
6 3 (1.63%) Pentaho
6 3 (1.63%) Snowflake Schema
6 3 (1.63%) SQL Server 2008
6 3 (1.63%) SQL Server 2012
6 3 (1.63%) SQL Server 2016
Development Applications
1 17 (9.24%) JIRA
2 10 (5.43%) Selenium
2 10 (5.43%) WebDriver
3 4 (2.17%) Visual Studio Team System
4 3 (1.63%) Bitbucket
4 3 (1.63%) SpecFlow
4 3 (1.63%) Team Foundation Server
4 3 (1.63%) TestRail
5 2 (1.09%) CircleCI
5 2 (1.09%) Jenkins
5 2 (1.09%) Postman
5 2 (1.09%) SoapUI
6 1 (0.54%) Git (software)
6 1 (0.54%) Oracle APEX
6 1 (0.54%) Protractor
6 1 (0.54%) Toad
General
1 51 (27.72%) Finance
2 10 (5.43%) Retail
3 8 (4.35%) Banking
3 8 (4.35%) Marketing
3 8 (4.35%) Public Sector
4 3 (1.63%) Manufacturing
4 3 (1.63%) Retail Banking
5 2 (1.09%) Legal
5 2 (1.09%) Pharmaceutical
5 2 (1.09%) Publishing
6 1 (0.54%) Billing
6 1 (0.54%) Local Government
Job Titles
1 61 (33.15%) Analyst
2 24 (13.04%) Business Analyst
3 19 (10.33%) Developer
4 15 (8.15%) Architect
4 15 (8.15%) Incident Manager
4 15 (8.15%) Senior Analyst
5 14 (7.61%) Service Analyst
6 10 (5.43%) Service Transition Analyst
6 10 (5.43%) Transition Analyst
7 8 (4.35%) DBA
7 8 (4.35%) Oracle DBA
7 8 (4.35%) Product Owner
8 7 (3.80%) Data Analyst
8 7 (3.80%) SOC Analyst
8 7 (3.80%) Support Specialist
9 6 (3.26%) Administrator
9 6 (3.26%) Consultant
9 6 (3.26%) SEO Consultant
9 6 (3.26%) Solutions Architect
10 5 (2.72%) Service Desk Team Leader
Libraries, Frameworks & Software Standards
1 7 (3.80%) XML
2 5 (2.72%) .NET
2 5 (2.72%) Web Services
3 4 (2.17%) CSS
3 4 (2.17%) HTML
4 3 (1.63%) .NET Core
4 3 (1.63%) .NET Framework
4 3 (1.63%) AngularJS
4 3 (1.63%) ASP.NET
4 3 (1.63%) ASP.NET MVC
4 3 (1.63%) Entity Framework
4 3 (1.63%) Gherkin
4 3 (1.63%) RESTful
4 3 (1.63%) Vue.js
5 2 (1.09%) Amazon DSSTNE
5 2 (1.09%) GraphQL
5 2 (1.09%) Keras
5 2 (1.09%) REST
5 2 (1.09%) TensorFlow
5 2 (1.09%) Theano
Miscellaneous
1 9 (4.89%) Security Operations Centre
2 8 (4.35%) Self-Motivation
3 6 (3.26%) NHS
4 5 (2.72%) iSeries
5 4 (2.17%) Greenfield Project
6 3 (1.63%) Mainframe
7 2 (1.09%) Algorithms
7 2 (1.09%) Analytical Mindset
7 2 (1.09%) CUDA
7 2 (1.09%) Hybrid Cloud
7 2 (1.09%) New Media
7 2 (1.09%) Video on Demand
7 2 (1.09%) Video\Live Streaming
7 2 (1.09%) Virtual Team
8 1 (0.54%) CMDB
8 1 (0.54%) Graphic Design
8 1 (0.54%) Management Information System
8 1 (0.54%) Mobile App
8 1 (0.54%) Public Cloud
8 1 (0.54%) User Experience
Operating Systems
1 23 (12.50%) Windows
2 10 (5.43%) Linux
3 7 (3.80%) Mac OS
4 3 (1.63%) Windows Server
5 1 (0.54%) Unix
Processes & Methodologies
1 97 (52.72%) Problem-Solving
2 62 (33.70%) Agile Software Development
3 37 (20.11%) ITIL
4 29 (15.76%) ITIL V3
5 27 (14.67%) Incident Management
5 27 (14.67%) Stakeholder Management
6 26 (14.13%) Analytical Thinking
6 26 (14.13%) Continuous Improvement
7 24 (13.04%) Acceptance Criteria
7 24 (13.04%) Analytics
8 22 (11.96%) ITSM
9 21 (11.41%) Disaster Recovery
9 21 (11.41%) Security Operations
9 21 (11.41%) Software Engineering
10 19 (10.33%) Service Management
11 17 (9.24%) Business Intelligence
11 17 (9.24%) Change Management
12 16 (8.70%) Project Management
13 15 (8.15%) DevOps
14 14 (7.61%) Workshop Facilitation
Programming Languages
1 48 (26.09%) SQL
2 18 (9.78%) Python
3 17 (9.24%) C#
4 14 (7.61%) Java
5 13 (7.07%) T-SQL
6 12 (6.52%) PL/SQL
7 10 (5.43%) Ruby
8 8 (4.35%) JavaScript
9 4 (2.17%) R
9 4 (2.17%) Scala
10 3 (1.63%) C++
10 3 (1.63%) Go
10 3 (1.63%) TypeScript
10 3 (1.63%) VBA
11 2 (1.09%) C
11 2 (1.09%) Julia
11 2 (1.09%) Perl
12 1 (0.54%) Haskell
12 1 (0.54%) SAS Macro
12 1 (0.54%) VB
Qualifications
1 8 (4.35%) Degree
2 3 (1.63%) TOGAF Certification
3 1 (0.54%) CCIE
3 1 (0.54%) CCIE Routing and Switching
3 1 (0.54%) CCNP
3 1 (0.54%) Cisco Certification
3 1 (0.54%) Computer Science Degree
3 1 (0.54%) ISEB
3 1 (0.54%) ISTQB
3 1 (0.54%) ISTQB Foundation Certification
3 1 (0.54%) Master's Degree
3 1 (0.54%) Numerate Degree
3 1 (0.54%) PMI Certification
Quality Assurance & Compliance
1 14 (7.61%) SLA
2 5 (2.72%) Data Quality
2 5 (2.72%) QA
3 3 (1.63%) PMO
4 2 (1.09%) PCI DSS
5 1 (0.54%) P3O
System Software
1 4 (2.17%) Docker
2 1 (0.54%) HDFS
2 1 (0.54%) Hyper-V
2 1 (0.54%) vSphere
2 1 (0.54%) XenApp
Systems Management
1 11 (5.98%) Oracle Enterprise Manager
2 9 (4.89%) CSIRT
3 3 (1.63%) Kubernetes
4 1 (0.54%) Hadoop YARN
Vendors
1 22 (11.96%) Microsoft
2 15 (8.15%) Oracle
3 6 (3.26%) Adobe
3 6 (3.26%) Google
3 6 (3.26%) Screaming Frog
3 6 (3.26%) Unisys
4 5 (2.72%) IBM
5 3 (1.63%) Tableau
5 3 (1.63%) T-Plan
5 3 (1.63%) Xamarin
6 2 (1.09%) AppDynamics
6 2 (1.09%) Avaya
6 2 (1.09%) Cloudera
6 2 (1.09%) SAP
6 2 (1.09%) ThinPrint
7 1 (0.54%) CA
7 1 (0.54%) Cisco
7 1 (0.54%) Dell
7 1 (0.54%) Siebel
7 1 (0.54%) TIBCO