Period
to 4 March 2021

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Berkshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 4 March 2021 with a comparison to the same period over the previous 2 years.

Analytical Skills
South East > Berkshire
6 months to
4 Mar 2021
Same period 2020 Same period 2019
Rank 42 23 26
Rank change year-on-year -19 +3 -5
Permanent jobs citing Analytical Skills 164 398 467
As % of all permanent jobs advertised in Berkshire 6.85% 8.17% 8.26%
As % of the Miscellaneous category 17.79% 23.09% 21.02%
Number of salaries quoted 169 329 374
Median annual salary £55,000 £55,000 £47,500
Median salary % change year-on-year - +15.79% +5.56%
10th Percentile £36,000 £33,000 £30,150
90th Percentile £87,500 £85,000 £68,750
South East median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% -

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 Berkshire with a requirement for generic IT skills.

All Generic IT Skills
Berkshire
Permanent vacancies with a requirement for generic IT skills 922 1,724 2,222
As % of all permanent IT jobs advertised in Berkshire 38.53% 35.39% 39.31%
Number of salaries quoted 684 1,372 1,669
Median annual salary £57,500 £56,500 £52,500
Median salary % change year-on-year +1.77% +7.62% +5.00%
10th Percentile £36,250 £32,500 £30,500
90th Percentile £78,750 £81,250 £75,000
South East median annual salary £50,000 £50,000 £50,000

Analytical Skills
Job Vacancy Trend in Berkshire

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

Job vacancy trend for Analytical Skills in Berkshire

Analytical Skills
Salary Trend in Berkshire

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

Salary trend for Analytical Skills in Berkshire

Analytical Skills
Salary Histogram in Berkshire

Salary distribution for jobs citing Analytical Skills in Berkshire over the 6 months to 4 March 2021.

Salary histogram for Analytical Skills in Berkshire

Analytical Skills
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the Berkshire region over the 6 months to 4 March 2021. 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
Reading +2 62 £57,500 +4.55% 14
Slough +6 43 £45,000 - 4
Bracknell -26 19 £50,000 - 8
Hungerford - 10 - -
Maidenhead -5 9 £45,000 -28.00%
Newbury -5 4 £26,500 -53.91% 2
Wokingham -17 4 £67,500 +50.00% 3
Ascot - 3 £32,500 -
Analytical Skills
South East

For the 6 months to 4 March 2021, 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 Berkshire region with a requirement for Analytical Skills.

1 52 (31.71%) Degree
2 48 (29.27%) Agile Software Development
3 47 (28.66%) Problem-Solving
4 41 (25.00%) C#
5 36 (21.95%) Project Management
6 30 (18.29%) Marketing
7 29 (17.68%) Computer Science
7 29 (17.68%) Finance
8 26 (15.85%) Python
9 25 (15.24%) SQL Server
9 25 (15.24%) SDLC
10 24 (14.63%) .NET
11 23 (14.02%) SQL
12 21 (12.80%) Information Security
12 21 (12.80%) Computer Science Degree
13 20 (12.20%) Java
13 20 (12.20%) AngularJS
14 19 (11.59%) HTML
14 19 (11.59%) Risk Management
14 19 (11.59%) Scrum
14 19 (11.59%) JIRA
15 18 (10.98%) TDD
15 18 (10.98%) Software Engineering
15 18 (10.98%) Linux
15 18 (10.98%) Node.js
16 17 (10.37%) Root Cause Analysis
16 17 (10.37%) Digital Marketing
16 17 (10.37%) Time Management
16 17 (10.37%) Analytics
16 17 (10.37%) OO

Analytical Skills
Co-occurring IT Skills in Berkshire 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 8 (4.88%) Confluence
2 4 (2.44%) SAS
2 4 (2.44%) SharePoint
3 2 (1.22%) IIS
3 2 (1.22%) JBoss
3 2 (1.22%) Liferay
3 2 (1.22%) WebLogic
4 1 (0.61%) CMS
4 1 (0.61%) K2 blackpearl
4 1 (0.61%) Mule
4 1 (0.61%) Oracle Application Server
4 1 (0.61%) Oracle Service Bus
4 1 (0.61%) Oracle SOA Suite
4 1 (0.61%) WebSphere
Applications
1 12 (7.32%) Microsoft Excel
2 10 (6.10%) Microsoft PowerPoint
2 10 (6.10%) Photoshop
3 7 (4.27%) Microsoft Office
4 5 (3.05%) MS Visio
4 5 (3.05%) Simulink
5 3 (1.83%) Sketch
6 2 (1.22%) InVision
7 1 (0.61%) EngageOne
Business Applications
1 2 (1.22%) Magento
1 2 (1.22%) SAP Hybris
1 2 (1.22%) SAP S/4HANA
1 2 (1.22%) Shopify
2 1 (0.61%) Adobe Campaign
2 1 (0.61%) Eloqua
2 1 (0.61%) Maximo
2 1 (0.61%) Oracle Financials
Cloud Services
1 15 (9.15%) Azure
2 14 (8.54%) AWS
3 12 (7.32%) SaaS
4 10 (6.10%) Power Platform
4 10 (6.10%) Serverless
5 8 (4.88%) Azure Active Directory
5 8 (4.88%) npm
6 5 (3.05%) Microsoft 365
7 3 (1.83%) Google Analytics
8 1 (0.61%) GCP
8 1 (0.61%) Google Tag Manager
8 1 (0.61%) IaaS
8 1 (0.61%) PaaS
8 1 (0.61%) PowerApps
8 1 (0.61%) Trello
Communications & Networking
1 6 (3.66%) TCP/IP
2 5 (3.05%) Broadband
2 5 (3.05%) Ethernet
2 5 (3.05%) Software-Defined Radio
2 5 (3.05%) VSAT
3 4 (2.44%) 4G
4 3 (1.83%) 2G
4 3 (1.83%) 3G
4 3 (1.83%) Firewall
4 3 (1.83%) Wireshark
5 2 (1.22%) LAN
5 2 (1.22%) RNC
5 2 (1.22%) SAN
5 2 (1.22%) WAN
6 1 (0.61%) 5G
6 1 (0.61%) Diameter Protocol
6 1 (0.61%) HTTP
6 1 (0.61%) Network Security
6 1 (0.61%) SMS
6 1 (0.61%) SSL
Database & Business Intelligence
1 25 (15.24%) SQL Server
2 16 (9.76%) Relational Database
3 10 (6.10%) NoSQL
4 9 (5.49%) Power BI
5 5 (3.05%) PostgreSQL
5 5 (3.05%) Tableau
6 4 (2.44%) Big Data
7 3 (1.83%) SQL Server Reporting Services
8 2 (1.22%) Base SAS
8 2 (1.22%) Oracle Database
8 2 (1.22%) RDBMS
8 2 (1.22%) SAP BW
9 1 (0.61%) MariaDB
9 1 (0.61%) Oracle BI EE
9 1 (0.61%) Oracle Database 11g
9 1 (0.61%) Oracle Database 12c
9 1 (0.61%) Oracle ODI
9 1 (0.61%) QlikView
9 1 (0.61%) SQL Server 2014
9 1 (0.61%) SQL Server 2016
Development Applications
1 19 (11.59%) JIRA
2 8 (4.88%) Git (software)
2 8 (4.88%) gulp
2 8 (4.88%) Jasmine
2 8 (4.88%) Karma Test Runner
2 8 (4.88%) Protractor
2 8 (4.88%) webpack
3 6 (3.66%) JMeter
4 5 (3.05%) Team Foundation Server
5 4 (2.44%) Cucumber
5 4 (2.44%) LoadRunner
6 3 (1.83%) Fiddler
7 2 (1.22%) REST Assured
7 2 (1.22%) Selenium
7 2 (1.22%) SoapUI
7 2 (1.22%) Visual Website Optimizer
8 1 (0.61%) Axure RP
8 1 (0.61%) Hudson
8 1 (0.61%) JBehave
8 1 (0.61%) SpecFlow
General
1 30 (18.29%) Marketing
2 29 (17.68%) Finance
3 15 (9.15%) Telecoms
4 13 (7.93%) Automotive
5 8 (4.88%) Electronics
6 7 (4.27%) Public Sector
7 6 (3.66%) Military
8 4 (2.44%) Retail
9 3 (1.83%) French Language
9 3 (1.83%) Manufacturing
10 2 (1.22%) Back Office
10 2 (1.22%) Legal
10 2 (1.22%) Pharmaceutical
11 1 (0.61%) Advertising
11 1 (0.61%) Banking
11 1 (0.61%) Financial Institution
11 1 (0.61%) German Language
11 1 (0.61%) Italian Language
Job Titles
1 33 (20.12%) Developer
2 26 (15.85%) Analyst
3 14 (8.54%) Data Engineer
4 11 (6.71%) Technical Support
5 10 (6.10%) Integration Developer
5 10 (6.10%) Python Engineer
5 10 (6.10%) Technical Analyst
6 9 (5.49%) Coordinator
6 9 (5.49%) Product Owner
7 8 (4.88%) Business Analyst
7 8 (4.88%) Front End Developer (Client-Side Developer)
7 8 (4.88%) Support Analyst
7 8 (4.88%) Technical Support Analyst
8 7 (4.27%) Information Officer
8 7 (4.27%) Information Security Officer
8 7 (4.27%) Product Manager
8 7 (4.27%) Security Officer
9 6 (3.66%) .NET Developer
9 6 (3.66%) C# Developer
9 6 (3.66%) Test Manager
Libraries, Frameworks & Software Standards
1 24 (14.63%) .NET
2 20 (12.20%) AngularJS
3 19 (11.59%) HTML
4 18 (10.98%) Node.js
5 17 (10.37%) CSS
6 16 (9.76%) REST
7 12 (7.32%) ASP.NET
8 11 (6.71%) HTML5
8 11 (6.71%) React
9 10 (6.10%) .NET Core
9 10 (6.10%) .NET Framework
9 10 (6.10%) ASP.NET Core
9 10 (6.10%) Elastic Stack
9 10 (6.10%) Entity Framework
9 10 (6.10%) Serverless Framework
10 8 (4.88%) CSS3
10 8 (4.88%) Highcharts JS
10 8 (4.88%) LESS
10 8 (4.88%) RxJS
10 8 (4.88%) Sass
Miscellaneous
1 14 (8.54%) User Experience
2 13 (7.93%) Management Information System
3 8 (4.88%) iSeries
3 8 (4.88%) Self-Motivation
4 6 (3.66%) Enterprise Software
5 5 (3.05%) Embedded Systems
5 5 (3.05%) Field-Programmable Gate Array
6 4 (2.44%) Blog
7 3 (1.83%) Data Structures
7 3 (1.83%) Life Science
7 3 (1.83%) Linux Command Line
8 2 (1.22%) Analytical Mindset
8 2 (1.22%) Biotechnology
8 2 (1.22%) Client/Server
8 2 (1.22%) EPoS
8 2 (1.22%) FMCG
8 2 (1.22%) NHS
9 1 (0.61%) CMDB
9 1 (0.61%) Social Media
9 1 (0.61%) Video Conferencing
Operating Systems
1 18 (10.98%) Linux
2 11 (6.71%) Windows
2 11 (6.71%) Windows Server
3 7 (4.27%) Unix
4 2 (1.22%) Android
5 1 (0.61%) Oracle Linux
5 1 (0.61%) Windows Server 2008
5 1 (0.61%) Windows Server 2012
Processes & Methodologies
1 48 (29.27%) Agile Software Development
2 47 (28.66%) Problem-Solving
3 36 (21.95%) Project Management
4 29 (17.68%) Computer Science
5 25 (15.24%) SDLC
6 21 (12.80%) Information Security
7 19 (11.59%) Risk Management
7 19 (11.59%) Scrum
8 18 (10.98%) Software Engineering
8 18 (10.98%) TDD
9 17 (10.37%) Analytics
9 17 (10.37%) Digital Marketing
9 17 (10.37%) OO
9 17 (10.37%) Root Cause Analysis
9 17 (10.37%) Statistics
9 17 (10.37%) Time Management
10 16 (9.76%) Data Transformation
11 15 (9.15%) DevOps
12 14 (8.54%) Data Engineering
12 14 (8.54%) User Stories
Programming Languages
1 41 (25.00%) C#
2 26 (15.85%) Python
3 23 (14.02%) SQL
4 20 (12.20%) Java
5 12 (7.32%) JavaScript
6 8 (4.88%) C++
6 8 (4.88%) VB.NET
7 7 (4.27%) C
8 5 (3.05%) MATLAB
9 4 (2.44%) PL/SQL
10 2 (1.22%) Java 8
10 2 (1.22%) PHP
10 2 (1.22%) PowerShell
10 2 (1.22%) R
10 2 (1.22%) SAS Macro
11 1 (0.61%) Bash Shell
11 1 (0.61%) Perl
11 1 (0.61%) Ruby
11 1 (0.61%) TypeScript
11 1 (0.61%) VBScript
Qualifications
1 52 (31.71%) Degree
2 21 (12.80%) Computer Science Degree
3 7 (4.27%) ISTQB
3 7 (4.27%) SC Cleared
3 7 (4.27%) Security Cleared
4 6 (3.66%) ISTQB Advanced Certification
5 5 (3.05%) PhD
6 3 (1.83%) BPSS Clearance
6 3 (1.83%) CISM
6 3 (1.83%) CISSP
6 3 (1.83%) CSPO
6 3 (1.83%) MBA
7 2 (1.22%) CRISC
7 2 (1.22%) Master's Degree
7 2 (1.22%) MBCS
7 2 (1.22%) SANS
8 1 (0.61%) ACCA
8 1 (0.61%) CIMA
8 1 (0.61%) HND
8 1 (0.61%) ISEB
Quality Assurance & Compliance
1 12 (7.32%) ISO/IEC 27001
2 10 (6.10%) QA
3 8 (4.88%) SLA
4 6 (3.66%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
5 4 (2.44%) GDPR
6 3 (1.83%) NIST
6 3 (1.83%) Sarbanes-Oxley
7 2 (1.22%) CDISC
7 2 (1.22%) Good Clinical Practice
7 2 (1.22%) ISO 9001
7 2 (1.22%) NCSC
8 1 (0.61%) ISO 14001
8 1 (0.61%) PMO
System Software
1 11 (6.71%) Active Directory
2 5 (3.05%) Firmware
3 4 (2.44%) VMware Infrastructure
4 1 (0.61%) Docker
Systems Management
1 4 (2.44%) Perfmon
2 1 (0.61%) Ansible
2 1 (0.61%) HP ALM
2 1 (0.61%) HP Fortify
2 1 (0.61%) Kubernetes
2 1 (0.61%) Opscode Chef
2 1 (0.61%) Puppet
2 1 (0.61%) SCCM
2 1 (0.61%) SCOM
2 1 (0.61%) WebInspect
Vendors
1 17 (10.37%) Microsoft
2 11 (6.71%) SAP
3 9 (5.49%) Oracle
4 8 (4.88%) IBM
5 7 (4.27%) Dynatrace
6 6 (3.66%) Salesforce.com
7 5 (3.05%) Xilinx
8 4 (2.44%) Google
8 4 (2.44%) Splunk
8 4 (2.44%) VMware
9 3 (1.83%) Adobe
9 3 (1.83%) Cognos
9 3 (1.83%) MuleSoft
9 3 (1.83%) Remedy
10 2 (1.22%) Ericsson
10 2 (1.22%) hybris
10 2 (1.22%) Marketo
10 2 (1.22%) Sitecore
11 1 (0.61%) ArcSight
11 1 (0.61%) Qualys