Period
to 28 November 2020

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Hertfordshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 28 November 2020 with a comparison to the same period over the previous 2 years.

Analytical Skills
East of England > Hertfordshire
6 months to
28 Nov 2020
Same period 2019 Same period 2018
Rank 31 18 17
Rank change year-on-year -13 -1 +9
Permanent jobs citing Analytical Skills 27 243 420
As % of all permanent jobs advertised in Hertfordshire 6.18% 10.70% 10.82%
As % of the Miscellaneous category 18.24% 28.76% 24.96%
Number of salaries quoted 27 171 294
Median annual salary £60,000 £60,000 £52,500
Median salary % change year-on-year - +14.29% +10.53%
10th Percentile £35,750 £27,500 £29,650
90th Percentile £87,500 £92,500 £82,250
East of England median annual salary £45,000 £47,500 £44,000
% change year-on-year -5.26% +7.95% -2.22%

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 Hertfordshire with a requirement for generic IT skills.

All Generic IT Skills
Hertfordshire
Permanent vacancies with a requirement for generic IT skills 148 845 1,683
As % of all permanent IT jobs advertised in Hertfordshire 33.87% 37.21% 43.35%
Number of salaries quoted 109 609 1,252
Median annual salary £50,000 £52,500 £50,000
Median salary % change year-on-year -4.76% +5.00% +5.26%
10th Percentile £31,250 £27,500 £27,500
90th Percentile £72,750 £91,250 £76,250
East of England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -

Analytical Skills
Job Vacancy Trend in Hertfordshire

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

Job vacancy trend for Analytical Skills in Hertfordshire

Analytical Skills
Salary Trend in Hertfordshire

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

Salary trend for Analytical Skills in Hertfordshire

Analytical Skills
Salary Histogram in Hertfordshire

Salary distribution for jobs citing Analytical Skills in Hertfordshire over the 6 months to 28 November 2020.

Salary histogram for Analytical Skills in Hertfordshire

Analytical Skills
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the Hertfordshire region over the 6 months to 28 November 2020. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Watford 0 7 £85,000 - 5
Stevenage +7 5 £61,250 -2.00% 17
Borehamwood +15 4 £50,000 +66.67%
Hatfield +4 4 £60,000 +4.35% 4
Hemel Hempstead -1 4 £38,500 +4.05% 1
Letchworth +8 2 £47,500 -9.52%
Hitchin - 1 - - 1
Analytical Skills
East of England

For the 6 months to 28 November 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 Hertfordshire region with a requirement for Analytical Skills.

1 13 (48.15%) Agile Software Development
1 13 (48.15%) Problem-Solving
2 12 (44.44%) SQL
3 7 (25.93%) C#
4 6 (22.22%) HTML
4 6 (22.22%) JavaScript
4 6 (22.22%) ITIL
4 6 (22.22%) Business Intelligence
4 6 (22.22%) Project Management
4 6 (22.22%) Finance
4 6 (22.22%) Degree
4 6 (22.22%) RESTful
4 6 (22.22%) Azure
5 5 (18.52%) Power BI
5 5 (18.52%) Power Platform
5 5 (18.52%) JIRA
5 5 (18.52%) Retail
5 5 (18.52%) Microsoft
6 4 (14.81%) XML
6 4 (14.81%) .NET
6 4 (14.81%) Java
6 4 (14.81%) Logistics
6 4 (14.81%) Selenium
6 4 (14.81%) System Testing
6 4 (14.81%) MVC
6 4 (14.81%) Test Automation
6 4 (14.81%) Confluence
7 3 (11.11%) HTML5
7 3 (11.11%) MVVM
7 3 (11.11%) Test Scripting

Analytical Skills
Co-occurring IT Skills in Hertfordshire 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 4 (14.81%) Confluence
2 3 (11.11%) IBM Domino
2 3 (11.11%) MQSeries
2 3 (11.11%) WebSphere
3 1 (3.70%) SAS
3 1 (3.70%) SharePoint
3 1 (3.70%) SharePoint 2013
Applications
1 3 (11.11%) Microsoft Office
2 1 (3.70%) Microsoft Excel
2 1 (3.70%) SPSS
Business Applications
1 3 (11.11%) Magento
1 3 (11.11%) Payment Gateway
2 1 (3.70%) SAP CO
2 1 (3.70%) SAP FI
2 1 (3.70%) SAP FI/CO
2 1 (3.70%) SAP S/4HANA
2 1 (3.70%) Summit
Cloud Services
1 6 (22.22%) Azure
2 5 (18.52%) Power Platform
3 3 (11.11%) Office 365
3 3 (11.11%) SaaS
4 2 (7.41%) AWS
5 1 (3.70%) GCP
5 1 (3.70%) Google Tag Manager
5 1 (3.70%) IaaS
5 1 (3.70%) PaaS
Database & Business Intelligence
1 5 (18.52%) Power BI
2 3 (11.11%) Data Warehouse
2 3 (11.11%) DB2
2 3 (11.11%) DbVisualizer
2 3 (11.11%) SQL Server
3 2 (7.41%) SQL Server Integration Services
4 1 (3.70%) DTS
4 1 (3.70%) MS Access
4 1 (3.70%) Relational Database
4 1 (3.70%) SQL Server Reporting Services
4 1 (3.70%) Tableau
Development Applications
1 5 (18.52%) JIRA
2 4 (14.81%) Selenium
3 3 (11.11%) Git (software)
3 3 (11.11%) Postman
4 2 (7.41%) LabVIEW
5 1 (3.70%) Cucumber
General
1 6 (22.22%) Finance
2 5 (18.52%) Retail
3 2 (7.41%) Marketing
3 2 (7.41%) Public Sector
4 1 (3.70%) Law
Job Titles
1 6 (22.22%) Developer
2 5 (18.52%) Analyst
3 3 (11.11%) Full Stack Developer
3 3 (11.11%) Full Stack Web Developer
3 3 (11.11%) Test Leader
3 3 (11.11%) Web Developer
4 2 (7.41%) .NET Developer
4 2 (7.41%) .NET Web Developer
4 2 (7.41%) Applications Support
4 2 (7.41%) Business Consultant
4 2 (7.41%) Consultant
4 2 (7.41%) Data Analyst
4 2 (7.41%) Digital Transformation
4 2 (7.41%) Digital Transformation Consultant
4 2 (7.41%) ETL Developer
4 2 (7.41%) IT Support
4 2 (7.41%) Software Engineer
4 2 (7.41%) Transformation Consultant
5 1 (3.70%) Applications Manager
5 1 (3.70%) Quality Analyst
Libraries, Frameworks & Software Standards
1 6 (22.22%) HTML
1 6 (22.22%) RESTful
2 4 (14.81%) .NET
2 4 (14.81%) XML
3 3 (11.11%) AngularJS
3 3 (11.11%) CSS
3 3 (11.11%) Flash
3 3 (11.11%) HTML5
3 3 (11.11%) J2EE
3 3 (11.11%) JSON
3 3 (11.11%) MobX
3 3 (11.11%) React
3 3 (11.11%) Vue.js
4 1 (3.70%) ASP.NET
4 1 (3.70%) EDI
4 1 (3.70%) JavaBeans
4 1 (3.70%) Node.js
4 1 (3.70%) Regular Expression
Miscellaneous
1 2 (7.41%) Acoustics
1 2 (7.41%) Fibre Optics
1 2 (7.41%) Self-Motivation
1 2 (7.41%) User Experience
2 1 (3.70%) Data Centre
2 1 (3.70%) Social Media
Operating Systems
1 3 (11.11%) Unix
2 2 (7.41%) Windows
3 1 (3.70%) Linux
3 1 (3.70%) Windows Server
Processes & Methodologies
1 13 (48.15%) Agile Software Development
1 13 (48.15%) Problem-Solving
2 6 (22.22%) Business Intelligence
2 6 (22.22%) ITIL
2 6 (22.22%) Project Management
3 4 (14.81%) Logistics
3 4 (14.81%) MVC
3 4 (14.81%) System Testing
3 4 (14.81%) Test Automation
4 3 (11.11%) API Design
4 3 (11.11%) Computer Science
4 3 (11.11%) E-Commerce
4 3 (11.11%) Integration Testing
4 3 (11.11%) MVVM
4 3 (11.11%) Presales
4 3 (11.11%) PRINCE2
4 3 (11.11%) Regression Testing
4 3 (11.11%) Service Management
4 3 (11.11%) Test Scripting
4 3 (11.11%) Web Development
Programming Languages
1 12 (44.44%) SQL
2 7 (25.93%) C#
3 6 (22.22%) JavaScript
4 4 (14.81%) Java
5 3 (11.11%) TypeScript
5 3 (11.11%) VBA
6 2 (7.41%) C++
6 2 (7.41%) T-SQL
7 1 (3.70%) MATLAB
7 1 (3.70%) PHP
7 1 (3.70%) Python
7 1 (3.70%) VB
7 1 (3.70%) VB.NET
Qualifications
1 6 (22.22%) Degree
2 1 (3.70%) ISEB
2 1 (3.70%) ITIL Certification
2 1 (3.70%) MCITP
2 1 (3.70%) MCP
2 1 (3.70%) MCSA
2 1 (3.70%) MCSE
2 1 (3.70%) Microsoft Certification
2 1 (3.70%) PhD
2 1 (3.70%) PMI Certification
2 1 (3.70%) PMP
2 1 (3.70%) SC Cleared
2 1 (3.70%) Security Cleared
2 1 (3.70%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 2 (7.41%) Data Quality
1 2 (7.41%) GDPR
1 2 (7.41%) NCSC
2 1 (3.70%) Def Stans
2 1 (3.70%) QA
System Software
1 1 (3.70%) VMware ESXi
Systems Management
1 3 (11.11%) Kibana
2 1 (3.70%) Nagios
2 1 (3.70%) OpenView
2 1 (3.70%) Tivoli
Vendors
1 5 (18.52%) Microsoft
2 3 (11.11%) Atlassian
2 3 (11.11%) IBM
2 3 (11.11%) Xerox
3 2 (7.41%) Google
4 1 (3.70%) BMC
4 1 (3.70%) DocuSign
4 1 (3.70%) Sage
4 1 (3.70%) SAP
4 1 (3.70%) VMware