Period
to 8 July 2020

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 8 July 2020 with a comparison to the same period over the previous 2 years.

Analytical Skills
South East > Berkshire
6 months to
8 Jul 2020
Same period 2019 Same period 2018
Rank 30 22 20
Rank change year-on-year -8 -2 +10
Permanent jobs citing Analytical Skills 196 531 577
As % of all permanent jobs advertised in Berkshire 6.82% 8.97% 8.36%
As % of the Miscellaneous category 18.27% 23.63% 22.17%
Number of salaries quoted 171 437 461
Median annual salary £60,000 £50,000 £50,000
Median salary % change year-on-year +20.00% - +11.11%
10th Percentile £36,250 £30,500 £28,250
90th Percentile £85,000 £70,000 £65,000
South East median annual salary £51,000 £45,000 £45,000
% change year-on-year +13.33% - +5.88%

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 1,073 2,247 2,603
As % of all permanent IT jobs advertised in Berkshire 37.33% 37.94% 37.70%
Number of salaries quoted 861 1,736 2,063
Median annual salary £57,500 £52,500 £52,500
Median salary % change year-on-year +9.52% - +5.00%
10th Percentile £35,000 £30,000 £29,100
90th Percentile £80,000 £76,250 £72,500
South East median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

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 8 July 2020.

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 8 July 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
Reading -13 56 £57,500 +31.43% 5
Slough +1 35 £45,000 -28.00% 2
Maidenhead +3 17 £65,000 +36.84% 1
Newbury +12 14 £65,000 +32.65% 2
Bracknell -19 13 £52,500 +16.67% 1
Windsor +3 3 £55,000 -
Wokingham +5 2 £51,250 +57.69%
Analytical Skills
South East

For the 6 months to 8 July 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 Berkshire region with a requirement for Analytical Skills.

1 73 (37.24%) Problem-Solving
2 63 (32.14%) Agile Software Development
3 43 (21.94%) Project Management
4 39 (19.90%) Microsoft
4 39 (19.90%) SQL
5 36 (18.37%) Degree
6 30 (15.31%) Finance
7 28 (14.29%) Oracle
8 26 (13.27%) SDLC
9 24 (12.24%) Analytics
10 23 (11.73%) SQL Server
10 23 (11.73%) Telecoms
11 22 (11.22%) Business Intelligence
11 22 (11.22%) SaaS
12 21 (10.71%) Azure
12 21 (10.71%) Java
12 21 (10.71%) Retail
13 20 (10.20%) Stakeholder Management
13 20 (10.20%) DevOps
14 19 (9.69%) Test Automation
14 19 (9.69%) .NET
14 19 (9.69%) Python
15 18 (9.18%) AWS
15 18 (9.18%) Big Data
15 18 (9.18%) Project Delivery
16 17 (8.67%) Enterprise Software
17 16 (8.16%) Computer Science
17 16 (8.16%) Data Modelling
17 16 (8.16%) JavaScript
17 16 (8.16%) Management Information System

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 13 (6.63%) IIS
2 8 (4.08%) Confluence
3 6 (3.06%) MS Exchange
3 6 (3.06%) SharePoint
4 5 (2.55%) Apache
4 5 (2.55%) CICS
5 4 (2.04%) Apache Spark
6 3 (1.53%) WebLogic
7 2 (1.02%) Elasticsearch
7 2 (1.02%) JBoss
7 2 (1.02%) Skype for Business
8 1 (0.51%) Exchange Server 2010
8 1 (0.51%) K2 blackpearl
8 1 (0.51%) Oracle Service Bus
8 1 (0.51%) Oracle SOA Suite
8 1 (0.51%) SAS
Applications
1 15 (7.65%) Microsoft Excel
2 14 (7.14%) Microsoft Office
3 10 (5.10%) Microsoft PowerPoint
4 7 (3.57%) Microsoft Project
5 5 (2.55%) MS Visio
6 2 (1.02%) S-PLUS
Business Applications
1 9 (4.59%) NetSuite
2 8 (4.08%) Workday HCM
3 2 (1.02%) SAP IBP
4 1 (0.51%) Dynamics CRM
4 1 (0.51%) Oracle Applications
4 1 (0.51%) Oracle EBS
4 1 (0.51%) SAP ERP
4 1 (0.51%) SAP FI
4 1 (0.51%) SAP LE
4 1 (0.51%) SAP MM
4 1 (0.51%) SAP SD
4 1 (0.51%) SAP WM
Cloud Services
1 22 (11.22%) SaaS
2 21 (10.71%) Azure
3 18 (9.18%) AWS
4 12 (6.12%) Power Platform
5 6 (3.06%) Office 365
6 5 (2.55%) Boomi
7 4 (2.04%) Serverless
8 3 (1.53%) Amazon Cognito
9 2 (1.02%) Dynamics 365
9 2 (1.02%) GCP
9 2 (1.02%) PaaS
10 1 (0.51%) GitHub
10 1 (0.51%) IaaS
10 1 (0.51%) npm
10 1 (0.51%) PowerApps
Communications & Networking
1 11 (5.61%) LAN
1 11 (5.61%) WAN
2 6 (3.06%) Firewall
3 5 (2.55%) ZigBee
4 4 (2.04%) VoIP
5 3 (1.53%) Network Security
6 2 (1.02%) Cisco IOS
6 2 (1.02%) DNS
6 2 (1.02%) HTTP
6 2 (1.02%) Internet
6 2 (1.02%) IPv6
6 2 (1.02%) Skype
6 2 (1.02%) SSL
6 2 (1.02%) STUN
6 2 (1.02%) TCP/IP
6 2 (1.02%) VLAN
6 2 (1.02%) VPN
Database & Business Intelligence
1 23 (11.73%) SQL Server
2 18 (9.18%) Big Data
3 11 (5.61%) Power BI
4 10 (5.10%) Data Warehouse
4 10 (5.10%) DB2
5 7 (3.57%) SQL Server Integration Services
5 7 (3.57%) SQL Server Reporting Services
6 4 (2.04%) BusinessObjects
6 4 (2.04%) Oracle Database
6 4 (2.04%) SQL Server 2012
6 4 (2.04%) SQL Server Analysis Services
6 4 (2.04%) Star Schema
7 3 (1.53%) Azure SQL Database
7 3 (1.53%) Geospatial Data
7 3 (1.53%) Hadoop
8 2 (1.02%) OLAP
8 2 (1.02%) QlikView
8 2 (1.02%) SAP BW
8 2 (1.02%) SAP HANA
8 2 (1.02%) Sisense
Development Applications
1 13 (6.63%) JIRA
2 12 (6.12%) Subversion
3 7 (3.57%) Selenium
4 6 (3.06%) Git (software)
5 4 (2.04%) Oracle Forms
5 4 (2.04%) Visual Studio
6 2 (1.02%) Cucumber
6 2 (1.02%) Jenkins
6 2 (1.02%) JMeter
6 2 (1.02%) SpecFlow
7 1 (0.51%) Appium
7 1 (0.51%) Eclipse
7 1 (0.51%) LSMW
7 1 (0.51%) PyCharm
7 1 (0.51%) Robot Framework
7 1 (0.51%) Sahi
7 1 (0.51%) SoapUI
7 1 (0.51%) UI Automator
7 1 (0.51%) WebDriver
7 1 (0.51%) webpack
General
1 30 (15.31%) Finance
2 23 (11.73%) Telecoms
3 21 (10.71%) Retail
4 10 (5.10%) Marketing
5 9 (4.59%) Back Office
6 6 (3.06%) Banking
6 6 (3.06%) Games
6 6 (3.06%) Public Sector
7 5 (2.55%) Pharmaceutical
8 3 (1.53%) Manufacturing
8 3 (1.53%) Retail Finance
9 2 (1.02%) Automotive
10 1 (0.51%) Billing
10 1 (0.51%) French Language
10 1 (0.51%) German Language
10 1 (0.51%) Legal
10 1 (0.51%) Spanish Language
Job Titles
1 43 (21.94%) Analyst
2 28 (14.29%) Developer
3 14 (7.14%) Product Manager
4 12 (6.12%) Project Manager
5 11 (5.61%) Data Analyst
6 10 (5.10%) Analyst Programmer
6 10 (5.10%) COBOL Analyst
6 10 (5.10%) COBOL Analyst Programmer
6 10 (5.10%) COBOL Programmer
6 10 (5.10%) Programmer
7 9 (4.59%) .NET Developer
7 9 (4.59%) Architect
7 9 (4.59%) Consultant
7 9 (4.59%) VB.NET Developer
8 8 (4.08%) Business Analyst
8 8 (4.08%) Java Analyst Programmer
8 8 (4.08%) Java Programmer
8 8 (4.08%) Workday Manager
9 7 (3.57%) Release Manager
9 7 (3.57%) Supply Chain Analyst
Libraries, Frameworks & Software Standards
1 19 (9.69%) .NET
2 15 (7.65%) Web Services
3 14 (7.14%) HTML
4 12 (6.12%) Twitter Bootstrap
5 11 (5.61%) AngularJS
5 11 (5.61%) CSS
6 5 (2.55%) React
7 4 (2.04%) Django
7 4 (2.04%) FreeSWITCH
7 4 (2.04%) J2EE
8 3 (1.53%) jQuery
8 3 (1.53%) Middleware
8 3 (1.53%) Natural Language Processing
8 3 (1.53%) pytest
8 3 (1.53%) Spring
8 3 (1.53%) Vue.js
9 2 (1.02%) CSS3
9 2 (1.02%) PySpark
9 2 (1.02%) Sass
9 2 (1.02%) TensorFlow
Miscellaneous
1 17 (8.67%) Enterprise Software
2 16 (8.16%) Management Information System
3 15 (7.65%) User Experience
4 10 (5.10%) Self-Motivation
5 9 (4.59%) Mainframe
6 8 (4.08%) Data Structures
7 5 (2.55%) Data Centre
7 5 (2.55%) Digital Media
7 5 (2.55%) PMI
8 4 (2.04%) Algorithms
8 4 (2.04%) iPad
8 4 (2.04%) Mobile App
9 3 (1.53%) HoloLens
9 3 (1.53%) Oculus Rift
9 3 (1.53%) Virtual Team
10 2 (1.02%) Cybercrime
10 2 (1.02%) Enterprise Storage
10 2 (1.02%) Public Cloud
10 2 (1.02%) Reinsurance
10 2 (1.02%) Smart City
Operating Systems
1 11 (5.61%) Linux
2 8 (4.08%) Windows
3 7 (3.57%) Windows Server
4 3 (1.53%) Windows 10
5 2 (1.02%) Red Hat Enterprise Linux
5 2 (1.02%) Unix
5 2 (1.02%) Windows 7
5 2 (1.02%) Windows 8
5 2 (1.02%) Windows Server 2008
6 1 (0.51%) Android
6 1 (0.51%) MVS
Processes & Methodologies
1 73 (37.24%) Problem-Solving
2 63 (32.14%) Agile Software Development
3 43 (21.94%) Project Management
4 26 (13.27%) SDLC
5 24 (12.24%) Analytics
6 22 (11.22%) Business Intelligence
7 20 (10.20%) DevOps
7 20 (10.20%) Stakeholder Management
8 19 (9.69%) Test Automation
9 18 (9.18%) Project Delivery
10 16 (8.16%) Computer Science
10 16 (8.16%) Data Modelling
11 15 (7.65%) ITIL
11 15 (7.65%) Waterfall
12 14 (7.14%) Data Science
12 14 (7.14%) Decision-Making
12 14 (7.14%) ETL
12 14 (7.14%) Performance Tuning
13 13 (6.63%) Configuration Management
13 13 (6.63%) Visualisation
Programming Languages
1 39 (19.90%) SQL
2 21 (10.71%) Java
3 19 (9.69%) Python
4 16 (8.16%) JavaScript
5 14 (7.14%) PL/SQL
6 11 (5.61%) VB.NET
7 10 (5.10%) C
7 10 (5.10%) C#
7 10 (5.10%) COBOL
8 6 (3.06%) T-SQL
9 5 (2.55%) PHP
10 4 (2.04%) Groovy
11 3 (1.53%) Go
11 3 (1.53%) R
12 1 (0.51%) Bash Shell
12 1 (0.51%) PowerShell
Qualifications
1 36 (18.37%) Degree
2 10 (5.10%) Computer Science Degree
3 9 (4.59%) PMI Certification
4 8 (4.08%) Master's Degree
5 6 (3.06%) ISTQB
6 4 (2.04%) ISTQB Advanced Certification
6 4 (2.04%) PMP
6 4 (2.04%) PRINCE2 Certification
6 4 (2.04%) Six Sigma Black Belt
6 4 (2.04%) Six Sigma Green Belt
7 3 (1.53%) AWS Certification
7 3 (1.53%) ISEB
7 3 (1.53%) PhD
7 3 (1.53%) Security Cleared
8 2 (1.02%) CEH
8 2 (1.02%) CISA
8 2 (1.02%) GIAC
8 2 (1.02%) ISTQB Foundation Certification
8 2 (1.02%) OSCE
8 2 (1.02%) OSCP
Quality Assurance & Compliance
1 15 (7.65%) QA
2 6 (3.06%) ISO/IEC 27001
3 4 (2.04%) SLA
4 3 (1.53%) GDPR
4 3 (1.53%) NIST
5 2 (1.02%) ISO 9001
5 2 (1.02%) PMO
6 1 (0.51%) Good Clinical Practice
6 1 (0.51%) Government Security Classifications
6 1 (0.51%) PCI DSS
System Software
1 5 (2.55%) VMware Infrastructure
2 4 (2.04%) Active Directory
2 4 (2.04%) Docker
2 4 (2.04%) Kamailio
3 2 (1.02%) BitLocker
3 2 (1.02%) VMware ESXi
Systems Management
1 7 (3.57%) HP ALM
2 2 (1.02%) HP Fortify
2 2 (1.02%) Norton AntiVirus
2 2 (1.02%) WebInspect
Vendors
1 39 (19.90%) Microsoft
2 28 (14.29%) Oracle
3 10 (5.10%) Tableau
4 9 (4.59%) Workday
5 8 (4.08%) HP
5 8 (4.08%) VMware
6 7 (3.57%) SAP
7 5 (2.55%) Cisco
7 5 (2.55%) Cognos
7 5 (2.55%) Remedy
7 5 (2.55%) Salesforce.com
8 3 (1.53%) Citrix
8 3 (1.53%) Dell
9 2 (1.02%) Apple
9 2 (1.02%) Capita
9 2 (1.02%) Google
9 2 (1.02%) Micro Focus
9 2 (1.02%) MicroStrategy
9 2 (1.02%) Sage
9 2 (1.02%) Symantec