Period
to 27 October 2020

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Warrington. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 27 October 2020 with a comparison to the same period over the previous 2 years.

Analytical Skills
Cheshire > Warrington
6 months to
27 Oct 2020
Same period 2019 Same period 2018
Rank 8 28 28
Rank change year-on-year +20 0 +37
Permanent jobs citing Analytical Skills 49 26 61
As % of all permanent jobs advertised in Warrington 19.07% 6.33% 8.93%
As % of the Miscellaneous category 42.98% 18.84% 20.89%
Number of salaries quoted 32 21 46
Median annual salary £50,000 £32,500 £41,750
Median salary % change year-on-year +53.85% -22.16% +7.74%
10th Percentile £36,750 £22,000 £28,500
90th Percentile £60,000 £38,000 £53,750
Cheshire median annual salary £50,000 £37,500 £42,500
% change year-on-year +33.33% -11.76% -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 Warrington with a requirement for generic IT skills.

All Generic IT Skills
Warrington
Permanent vacancies with a requirement for generic IT skills 114 138 292
As % of all permanent IT jobs advertised in Warrington 44.36% 33.58% 42.75%
Number of salaries quoted 76 108 228
Median annual salary £45,000 £37,500 £45,000
Median salary % change year-on-year +20.00% -16.67% +12.50%
10th Percentile £30,750 £23,850 £31,250
90th Percentile £65,000 £61,625 £66,625
Cheshire median annual salary £45,000 £42,500 £45,000
% change year-on-year +5.88% -5.56% +2.27%

Analytical Skills
Job Vacancy Trend in Warrington

Job postings citing Analytical Skills as a proportion of all IT jobs advertised in Warrington.

Job vacancy trend for Analytical Skills in Warrington

Analytical Skills
Salary Trend in Warrington

3-month moving average salary quoted in jobs citing Analytical Skills in Warrington.

Salary trend for Analytical Skills in Warrington

Analytical Skills
Salary Histogram in Warrington

Salary distribution for jobs citing Analytical Skills in Warrington over the 6 months to 27 October 2020.

Salary histogram for Analytical Skills in Warrington

For the 6 months to 27 October 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 Warrington region with a requirement for Analytical Skills.

1 22 (44.90%) Microsoft
1 22 (44.90%) PowerShell
2 21 (42.86%) PKI
2 21 (42.86%) SSL
2 21 (42.86%) Perl
2 21 (42.86%) Problem-Solving
3 20 (40.82%) Bash Shell
4 19 (38.78%) Windows
5 18 (36.73%) Linux
5 18 (36.73%) .NET
5 18 (36.73%) Legal
5 18 (36.73%) GDPR
6 17 (34.69%) Solaris
7 16 (32.65%) IT Strategy
8 15 (30.61%) Project Delivery
8 15 (30.61%) SQL
9 13 (26.53%) Python
9 13 (26.53%) Configuration Management
9 13 (26.53%) SCCM
9 13 (26.53%) SCOM
9 13 (26.53%) Network Segmentation
10 12 (24.49%) .NET Core
10 12 (24.49%) SCOrch
10 12 (24.49%) MVC
10 12 (24.49%) C#
11 11 (22.45%) Degree
12 10 (20.41%) ASP.NET Web Forms
12 10 (20.41%) ASP.NET
12 10 (20.41%) Analytical Thinking
12 10 (20.41%) Innovative Thinking

Analytical Skills
Co-occurring IT Skills in Warrington 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 5 (10.20%) Jupyter
2 4 (8.16%) IIS
3 3 (6.12%) Apache
3 3 (6.12%) JBoss
3 3 (6.12%) nginx
3 3 (6.12%) Tomcat
3 3 (6.12%) WebLogic
4 2 (4.08%) Elasticsearch
5 1 (2.04%) SharePoint
Cloud Services
1 2 (4.08%) Azure
Communications & Networking
1 21 (42.86%) SSL
2 5 (10.20%) Internet
Database & Business Intelligence
1 7 (14.29%) Big Data
2 4 (8.16%) MongoDB
2 4 (8.16%) Oracle Database
2 4 (8.16%) Oracle Database 11g
2 4 (8.16%) SQL Server
Development Applications
1 6 (12.24%) Subversion
1 6 (12.24%) Team Foundation Server
2 4 (8.16%) Git (software)
2 4 (8.16%) Oracle APEX
3 2 (4.08%) Jenkins
3 2 (4.08%) MSTest
3 2 (4.08%) NUnit
3 2 (4.08%) Octopus Deploy
3 2 (4.08%) Selenium
3 2 (4.08%) TeamCity
General
1 18 (36.73%) Legal
2 5 (10.20%) Law
3 3 (6.12%) Finance
4 2 (4.08%) Manufacturing
4 2 (4.08%) Pharmaceutical
Job Titles
1 13 (26.53%) Developer
2 12 (24.49%) Systems Engineer
3 7 (14.29%) Platform Engineer
4 5 (10.20%) Data Scientist
4 5 (10.20%) Lead Systems Engineer
4 5 (10.20%) Senior Data Scientist
4 5 (10.20%) Senior Systems Engineer
4 5 (10.20%) Software Developer
5 4 (8.16%) .NET Developer
5 4 (8.16%) Database Engineer
5 4 (8.16%) Graduate
5 4 (8.16%) Web Developer
6 3 (6.12%) Automation Specialist
6 3 (6.12%) Graduate Developer
6 3 (6.12%) Graduate Software Developer
6 3 (6.12%) Middleware Engineer
6 3 (6.12%) Product Manager
6 3 (6.12%) Technical Specialist
7 2 (4.08%) Computer Validation Engineer
7 2 (4.08%) Software Product Manager
Libraries, Frameworks & Software Standards
1 18 (36.73%) .NET
2 12 (24.49%) .NET Core
3 10 (20.41%) ASP.NET
3 10 (20.41%) ASP.NET Web Forms
4 5 (10.20%) .NET Framework
5 4 (8.16%) JSON
5 4 (8.16%) XML
5 4 (8.16%) YAML
6 3 (6.12%) Middleware
7 2 (4.08%) Angular 2
7 2 (4.08%) AngularJS
7 2 (4.08%) ASP.NET Web API
7 2 (4.08%) Entity Framework
7 2 (4.08%) NHibernate
7 2 (4.08%) Web Services
8 1 (2.04%) REST
8 1 (2.04%) SOAP
Miscellaneous
1 21 (42.86%) PKI
2 5 (10.20%) Cybercrime
3 4 (8.16%) Linux Command Line
4 3 (6.12%) Management Information System
4 3 (6.12%) Replication
5 2 (4.08%) Self-Motivation
Operating Systems
1 19 (38.78%) Windows
2 18 (36.73%) Linux
3 17 (34.69%) Solaris
4 1 (2.04%) Red Hat Enterprise Linux
4 1 (2.04%) Unix
4 1 (2.04%) Windows Server 2012
4 1 (2.04%) Windows Server 2016
Processes & Methodologies
1 21 (42.86%) Problem-Solving
2 16 (32.65%) IT Strategy
3 15 (30.61%) Project Delivery
4 13 (26.53%) Configuration Management
4 13 (26.53%) Network Segmentation
5 12 (24.49%) MVC
6 10 (20.41%) Analytical Thinking
6 10 (20.41%) Innovative Thinking
7 8 (16.33%) Agile Software Development
7 8 (16.33%) Web Development
8 7 (14.29%) Data Science
8 7 (14.29%) Principle of Least Privilege
9 6 (12.24%) Capacity Planning
9 6 (12.24%) Collaborative Working
9 6 (12.24%) ITIL
10 5 (10.20%) Enterprise Search
10 5 (10.20%) Machine Learning
10 5 (10.20%) Mentoring
10 5 (10.20%) Threat Management
11 4 (8.16%) Infrastructure Management
Programming Languages
1 22 (44.90%) PowerShell
2 21 (42.86%) Perl
3 20 (40.82%) Bash Shell
4 15 (30.61%) SQL
5 13 (26.53%) Python
6 12 (24.49%) C#
7 6 (12.24%) Java
8 4 (8.16%) PL/SQL
8 4 (8.16%) T-SQL
9 1 (2.04%) Shell Script
Qualifications
1 11 (22.45%) Degree
2 6 (12.24%) DBS Check
3 5 (10.20%) SC Cleared
3 5 (10.20%) Security Cleared
4 2 (4.08%) Computer Science Degree
4 2 (4.08%) Numerate Degree
5 1 (2.04%) PhD
Quality Assurance & Compliance
1 18 (36.73%) GDPR
2 2 (4.08%) 21 CFR Part 11
2 2 (4.08%) Data Quality
2 2 (4.08%) GAMP
2 2 (4.08%) GMP
2 2 (4.08%) GxP
System Software
1 5 (10.20%) VMware ESXi
1 5 (10.20%) VMware Infrastructure
2 1 (2.04%) Active Directory
2 1 (2.04%) XenApp
Systems Management
1 13 (26.53%) SCCM
1 13 (26.53%) SCOM
2 12 (24.49%) SCOrch
Vendors
1 22 (44.90%) Microsoft
2 5 (10.20%) VMware
3 4 (8.16%) EMC
3 4 (8.16%) IBM
3 4 (8.16%) Oracle
3 4 (8.16%) Veeam
4 1 (2.04%) Citrix
4 1 (2.04%) Red Hat