Period
to 25 October 2020

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in the East of England. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 25 October 2020 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > East of England
6 months to
25 Oct 2020
Same period 2019 Same period 2018
Rank 30 19 19
Rank change year-on-year -11 0 +7
Permanent jobs citing Analytical Skills 118 698 1,049
As % of all permanent jobs advertised in the East of England 6.59% 10.25% 9.99%
As % of the Miscellaneous category 16.64% 24.15% 24.30%
Number of salaries quoted 81 445 724
Median annual salary £45,100 £47,500 £45,000
Median salary % change year-on-year -5.05% +5.56% +3.45%
10th Percentile £25,000 £27,281 £26,250
90th Percentile £87,500 £83,500 £67,500
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

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 the East of England with a requirement for generic IT skills.

All Generic IT Skills
East of England
Permanent vacancies with a requirement for generic IT skills 709 2,890 4,316
As % of all permanent IT jobs advertised in the East of England 39.61% 42.44% 41.10%
Number of salaries quoted 513 1,935 3,197
Median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £29,000 £27,500 £26,250
90th Percentile £91,250 £76,250 £71,350
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

Analytical Skills
Job Vacancy Trend in the East of England

Job postings citing Analytical Skills as a proportion of all IT jobs advertised in the East of England.

Job vacancy trend for Analytical Skills in the East of England

Analytical Skills
Salary Trend in the East of England

3-month moving average salary quoted in jobs citing Analytical Skills in the East of England.

Salary trend for Analytical Skills in the East of England

Analytical Skills
Salary Histogram in the East of England

Salary distribution for jobs citing Analytical Skills in the East of England over the 6 months to 25 October 2020.

Salary histogram for Analytical Skills in the East of England

Analytical Skills
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the East of England region over the 6 months to 25 October 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
Cambridgeshire -6 39 £32,500 -21.21% 20
Essex -14 31 £41,500 +10.67% 2
Hertfordshire -12 28 £60,000 - 30
Suffolk +9 10 £45,000 -10.00% 2
Bedfordshire -9 7 £85,000 +88.89% 10
Norfolk +7 5 £17,500 -56.25%
Analytical Skills
England

For the 6 months to 25 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 East of England region with a requirement for Analytical Skills.

1 55 (46.61%) Problem-Solving
2 35 (29.66%) Degree
3 33 (27.97%) SQL
4 29 (24.58%) Microsoft
5 25 (21.19%) Agile Software Development
6 24 (20.34%) Project Management
7 21 (17.80%) Linux
7 21 (17.80%) Self-Motivation
8 20 (16.95%) JavaScript
9 19 (16.10%) Finance
10 18 (15.25%) ITIL
11 17 (14.41%) SQL Server
11 17 (14.41%) Law
11 17 (14.41%) Mathematics
12 16 (13.56%) HTML
13 15 (12.71%) C#
13 15 (12.71%) MySQL
13 15 (12.71%) .NET
14 14 (11.86%) Oracle
14 14 (11.86%) CSS
14 14 (11.86%) Business Intelligence
14 14 (11.86%) E-Commerce
14 14 (11.86%) Service Management
14 14 (11.86%) Decision-Making
14 14 (11.86%) User Experience
15 13 (11.02%) AngularJS
15 13 (11.02%) Analytical Mindset
15 13 (11.02%) ITSM
16 12 (10.17%) Software Engineering
16 12 (10.17%) TypeScript

Analytical Skills
Co-occurring IT Skills in the East of England 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 7 (5.93%) IIS
2 4 (3.39%) Confluence
3 3 (2.54%) Apache
3 3 (2.54%) IBM Domino
3 3 (2.54%) MQSeries
3 3 (2.54%) SharePoint
3 3 (2.54%) WebSphere
4 2 (1.69%) SAS
5 1 (0.85%) CMS
5 1 (0.85%) SharePoint 2013
5 1 (0.85%) SugarCRM
5 1 (0.85%) WordPress
Applications
1 11 (9.32%) Microsoft Office
2 6 (5.08%) Microsoft Excel
3 2 (1.69%) Windchill
4 1 (0.85%) Microsoft Project
4 1 (0.85%) MS Visio
4 1 (0.85%) SPSS
Business Applications
1 4 (3.39%) Dynamics AX
2 3 (2.54%) Dynamics CRM
2 3 (2.54%) Magento
2 3 (2.54%) Payment Gateway
3 2 (1.69%) Oracle Cash Management
3 2 (1.69%) Teamcenter
4 1 (0.85%) Oracle ERP
4 1 (0.85%) Sage X3
4 1 (0.85%) SAP CO
4 1 (0.85%) SAP FI
4 1 (0.85%) SAP FI/CO
4 1 (0.85%) SAP S/4HANA
4 1 (0.85%) SAP SD
4 1 (0.85%) Summit
4 1 (0.85%) Unit4 Business World
Cloud Services
1 11 (9.32%) Power Platform
2 8 (6.78%) Azure
3 7 (5.93%) npm
4 5 (4.24%) Office 365
5 2 (1.69%) AWS
5 2 (1.69%) Dynamics 365
5 2 (1.69%) IaaS
5 2 (1.69%) PaaS
5 2 (1.69%) PowerApps
6 1 (0.85%) GCP
6 1 (0.85%) GitHub
6 1 (0.85%) Google Tag Manager
Communications & Networking
1 4 (3.39%) HTTP
1 4 (3.39%) RFID
2 1 (0.85%) 2G
2 1 (0.85%) 3G
2 1 (0.85%) 4G
2 1 (0.85%) 5G
2 1 (0.85%) DHCP
2 1 (0.85%) DNS
2 1 (0.85%) HTTPS
2 1 (0.85%) Intranet
2 1 (0.85%) LAN
2 1 (0.85%) Radio Access Network
2 1 (0.85%) UTRAN
2 1 (0.85%) VPN
2 1 (0.85%) WAN
2 1 (0.85%) Wireless
Database & Business Intelligence
1 17 (14.41%) SQL Server
2 15 (12.71%) MySQL
3 9 (7.63%) Power BI
3 9 (7.63%) Relational Database
4 8 (6.78%) Data Warehouse
5 6 (5.08%) NoSQL
5 6 (5.08%) Tableau
6 3 (2.54%) DB2
6 3 (2.54%) DbVisualizer
6 3 (2.54%) SQL Server Integration Services
7 1 (0.85%) MS Access
7 1 (0.85%) PostgreSQL
Development Applications
1 8 (6.78%) Team Foundation Server
2 7 (5.93%) Oracle Forms
2 7 (5.93%) webpack
3 6 (5.08%) JIRA
4 4 (3.39%) Git (software)
4 4 (3.39%) Selenium
5 3 (2.54%) Postman
6 1 (0.85%) Cucumber
6 1 (0.85%) Grunt
6 1 (0.85%) LabVIEW
6 1 (0.85%) Sublime Text
6 1 (0.85%) Subversion
6 1 (0.85%) Visual Studio
General
1 19 (16.10%) Finance
2 17 (14.41%) Law
3 6 (5.08%) Aerospace
3 6 (5.08%) Retail
4 4 (3.39%) Legal
4 4 (3.39%) Marketing
5 3 (2.54%) Manufacturing
6 2 (1.69%) Back Office
6 2 (1.69%) Military
6 2 (1.69%) Public Sector
6 2 (1.69%) Spanish Language
6 2 (1.69%) Telecoms
7 1 (0.85%) Advertising
7 1 (0.85%) Dutch Language
7 1 (0.85%) French Language
7 1 (0.85%) German Language
7 1 (0.85%) iGaming
7 1 (0.85%) Italian Language
7 1 (0.85%) Portuguese Language
7 1 (0.85%) Turkish Language
Job Titles
1 23 (19.49%) Analyst
1 23 (19.49%) Developer
2 12 (10.17%) .NET Developer
3 11 (9.32%) Software Engineer
4 7 (5.93%) .NET Web Developer
4 7 (5.93%) C# .NET Developer
4 7 (5.93%) C# Developer
4 7 (5.93%) C# Web Developer
4 7 (5.93%) Web Developer
5 6 (5.08%) C++ Software Engineer
5 6 (5.08%) Incident Analyst
5 6 (5.08%) IT Manager
5 6 (5.08%) Major Incident Analyst
6 5 (4.24%) Consultant
6 5 (4.24%) Design Engineer
6 5 (4.24%) Graduate
7 4 (3.39%) Analogue IC Design Engineer
7 4 (3.39%) Data Analyst
7 4 (3.39%) IC Design Engineer
7 4 (3.39%) SQL DBA
Libraries, Frameworks & Software Standards
1 16 (13.56%) HTML
2 15 (12.71%) .NET
3 14 (11.86%) CSS
4 13 (11.02%) AngularJS
5 11 (9.32%) ASP.NET Web API
5 11 (9.32%) jQuery
6 9 (7.63%) Node.js
7 8 (6.78%) ASP.NET
7 8 (6.78%) RESTful
8 7 (5.93%) ASP.NET Web Forms
8 7 (5.93%) Express
8 7 (5.93%) LESS
8 7 (5.93%) REST
9 5 (4.24%) .NET Core
10 4 (3.39%) JSON
10 4 (3.39%) LAMP
10 4 (3.39%) RabbitMQ
10 4 (3.39%) Web Services
10 4 (3.39%) XML
11 3 (2.54%) SOAP
Miscellaneous
1 21 (17.80%) Self-Motivation
2 14 (11.86%) User Experience
3 13 (11.02%) Analytical Mindset
4 4 (3.39%) Field-Programmable Gate Array
4 4 (3.39%) Verilog
4 4 (3.39%) VHDL
4 4 (3.39%) VLSI
5 3 (2.54%) Fixed Income
5 3 (2.54%) Management Information System
6 2 (1.69%) Mobile App
6 2 (1.69%) NHS
7 1 (0.85%) Acoustics
7 1 (0.85%) Data Centre
7 1 (0.85%) Enterprise Software
7 1 (0.85%) Fibre Optics
7 1 (0.85%) Foreign Exchange (FX)
7 1 (0.85%) Linux Command Line
7 1 (0.85%) Public Cloud
7 1 (0.85%) Social Media
7 1 (0.85%) Video\Live Streaming
Operating Systems
1 21 (17.80%) Linux
2 10 (8.47%) Windows
3 9 (7.63%) Unix
4 3 (2.54%) Windows Server
5 2 (1.69%) Windows XP
6 1 (0.85%) Windows 8
6 1 (0.85%) Windows Server 2003
6 1 (0.85%) Windows Server 2008
6 1 (0.85%) Windows Server 2012
Processes & Methodologies
1 55 (46.61%) Problem-Solving
2 25 (21.19%) Agile Software Development
3 24 (20.34%) Project Management
4 18 (15.25%) ITIL
5 17 (14.41%) Mathematics
6 14 (11.86%) Business Intelligence
6 14 (11.86%) Decision-Making
6 14 (11.86%) E-Commerce
6 14 (11.86%) Service Management
7 13 (11.02%) ITSM
8 12 (10.17%) Software Engineering
9 11 (9.32%) Collaborative Working
9 11 (9.32%) Computer Science
9 11 (9.32%) Web Development
10 10 (8.47%) Continuous Improvement
10 10 (8.47%) CRM
10 10 (8.47%) Incident Management
10 10 (8.47%) Statistics
11 9 (7.63%) MVC
11 9 (7.63%) Physics
Programming Languages
1 33 (27.97%) SQL
2 20 (16.95%) JavaScript
3 15 (12.71%) C#
4 12 (10.17%) TypeScript
5 9 (7.63%) C
5 9 (7.63%) Python
6 7 (5.93%) C++
7 5 (4.24%) PHP
8 4 (3.39%) Java
8 4 (3.39%) Perl
9 3 (2.54%) VBA
10 1 (0.85%) Bash Shell
10 1 (0.85%) R
10 1 (0.85%) T-SQL
10 1 (0.85%) VB
Qualifications
1 35 (29.66%) Degree
2 9 (7.63%) PhD
3 7 (5.93%) SC Cleared
3 7 (5.93%) Security Cleared
4 6 (5.08%) Computer Science Degree
5 4 (3.39%) DV Cleared
6 3 (2.54%) HND
6 3 (2.54%) ITIL Certification
7 2 (1.69%) Microsoft Certification
8 1 (0.85%) HNC
8 1 (0.85%) ISEB
8 1 (0.85%) ISTQB
8 1 (0.85%) MCITP
8 1 (0.85%) MCP
8 1 (0.85%) MCSA
8 1 (0.85%) MCSE
8 1 (0.85%) Numerate Degree
8 1 (0.85%) PMI Certification
8 1 (0.85%) PMP
8 1 (0.85%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 4 (3.39%) QA
1 4 (3.39%) SLA
2 2 (1.69%) Data Quality
2 2 (1.69%) GDPR
2 2 (1.69%) NCSC
3 1 (0.85%) Def Stans
3 1 (0.85%) IFRS
System Software
1 4 (3.39%) Active Directory
1 4 (3.39%) Docker
1 4 (3.39%) Firmware
2 1 (0.85%) Hyper-V
2 1 (0.85%) VMware ESXi
2 1 (0.85%) VMware Infrastructure
Systems Management
1 3 (2.54%) Kibana
2 1 (0.85%) SCCM
Vendors
1 29 (24.58%) Microsoft
2 14 (11.86%) Oracle
3 5 (4.24%) SAP
4 4 (3.39%) Cadence
5 3 (2.54%) Atlassian
5 3 (2.54%) Google
5 3 (2.54%) IBM
5 3 (2.54%) Xerox
6 2 (1.69%) Sage
6 2 (1.69%) VMware
7 1 (0.85%) Blue Prism
7 1 (0.85%) BT
7 1 (0.85%) Cognos
7 1 (0.85%) DocuSign
7 1 (0.85%) Huawei
7 1 (0.85%) Nokia
7 1 (0.85%) Salesforce.com
7 1 (0.85%) Xamarin