Period
to 24 September 2018

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 24 September 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
South East > Berkshire
6 months to
24 Sep 2018
Same period 2017 Same period 2016
Rank 23 24 28
Rank change year-on-year +1 +4 -6
Permanent jobs citing Analytical Skills 546 501 601
As % of all permanent IT jobs advertised in Berkshire 8.45% 8.09% 6.87%
As % of the Miscellaneous category 19.94% 19.85% 16.30%
Number of salaries quoted 442 362 422
Berkshire median annual salary £50,000 £42,750 £48,000
Median salary % change year-on-year +16.96% -10.94% -4.00%
10th Percentile £26,300 £27,500 £29,250
90th Percentile £65,000 £65,000 £69,750
South East median annual salary £45,000 £42,500 £42,500
% change year-on-year +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 2,738 2,524 3,688
As % of all permanent IT jobs advertised in Berkshire 42.38% 40.77% 42.13%
Number of salaries quoted 2,223 1,915 2,904
Berkshire median annual salary £52,500 £49,000 £50,000
Median salary % change year-on-year +7.14% -2.00% -
10th Percentile £27,500 £27,500 £29,000
90th Percentile £73,200 £72,500 £73,750
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

Analytical Skills
Job Vacancy Trend in Berkshire

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

Job vacancy trend for Analytical Skills in Berkshire

Analytical Skills
Salary Trend in Berkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytical Skills in Berkshire.

Salary trend for Analytical Skills in Berkshire

Analytical Skills
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Analytical Skills in Berkshire over the 6 months to 24 September 2018.

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 24 September 2018. 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 -2 184 £50,000 +25.00% 24
Maidenhead -9 113 £47,500 +5.56% 7
Slough +2 79 £52,500 +5.00% 11
Bracknell -25 37 £52,500 +13.51% 5
Newbury +9 35 £40,000 - 6
Windsor +12 25 £55,000 - 1
Wokingham -6 5 £43,750 - 2
Thatcham - 2 £34,500 -
Analytical Skills
South East

For the 6 months to 24 September 2018, 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.

1 224 (41.03%) Problem-Solving
2 161 (29.49%) SQL
3 120 (21.98%) Finance
4 117 (21.43%) Agile Software Development
5 113 (20.70%) Degree
6 110 (20.15%) Microsoft
7 87 (15.93%) SQL Server
8 84 (15.38%) JavaScript
9 81 (14.84%) Project Management
10 77 (14.10%) Java
11 74 (13.55%) ITIL
12 73 (13.37%) Change Management
13 72 (13.19%) HTML
14 70 (12.82%) Windows
15 67 (12.27%) Linux
16 61 (11.17%) Microsoft Excel
16 61 (11.17%) Microsoft Azure
16 61 (11.17%) Analytics
17 57 (10.44%) Web Services
18 56 (10.26%) .NET
18 56 (10.26%) Service Management
19 55 (10.07%) CSS
20 54 (9.89%) Data Analysis
21 53 (9.71%) C#
21 53 (9.71%) Python
21 53 (9.71%) NoSQL
22 49 (8.97%) Logistics
23 46 (8.42%) .NET Framework
24 45 (8.24%) Stakeholder Management
24 45 (8.24%) Self-Motivation

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 38 (6.96%) IIS
2 16 (2.93%) Apache Spark
2 16 (2.93%) Elasticsearch
3 12 (2.20%) SharePoint
3 12 (2.20%) WebSphere
4 8 (1.47%) Apache
5 7 (1.28%) WebLogic
6 6 (1.10%) JBoss
7 5 (0.92%) IBM Notes
7 5 (0.92%) Skype for Business
7 5 (0.92%) WebSphere Application Server
8 4 (0.73%) OpenStack
8 4 (0.73%) Tomcat
9 3 (0.55%) CMS
10 2 (0.37%) Drupal
10 2 (0.37%) Exchange Server 2010
10 2 (0.37%) Joomla!
10 2 (0.37%) MS Exchange
10 2 (0.37%) Sitecore CMS
10 2 (0.37%) WordPress
Applications
1 61 (11.17%) Microsoft Excel
2 20 (3.66%) Microsoft Office
3 15 (2.75%) Microsoft PowerPoint
4 3 (0.55%) MS Visio
4 3 (0.55%) Spreadsheet
5 2 (0.37%) Photoshop
5 2 (0.37%) UXPin
6 1 (0.18%) SPSS
Business Applications
1 17 (3.11%) Dynamics CRM
2 3 (0.55%) Dynamics AX
2 3 (0.55%) Dynamics NAV
2 3 (0.55%) SAP HCM
2 3 (0.55%) SAP HR
3 2 (0.37%) Unit4 Business World
4 1 (0.18%) JDE EnterpriseOne
4 1 (0.18%) JDE OneWorld
4 1 (0.18%) NetSuite
4 1 (0.18%) Traffica
Cloud Services
1 61 (11.17%) Microsoft Azure
2 38 (6.96%) Office 365
3 26 (4.76%) Amazon AWS
4 15 (2.75%) SaaS
5 12 (2.20%) Azure Active Directory
5 12 (2.20%) Dynamics 365
6 8 (1.47%) Cloud Computing
7 7 (1.28%) IaaS
8 6 (1.10%) Adobe Analytics
8 6 (1.10%) Google Cloud Platform
9 5 (0.92%) AdWords
9 5 (0.92%) Google Analytics
9 5 (0.92%) Google Tag Manager
9 5 (0.92%) PaaS
10 4 (0.73%) Akamai
10 4 (0.73%) Amazon ElastiCache
10 4 (0.73%) Amazon SQS
11 3 (0.55%) Azure Data Factory
11 3 (0.55%) SuccessFactors
12 1 (0.18%) Datadog
Communications & Networking
1 19 (3.48%) Internet
1 19 (3.48%) VoIP
2 18 (3.30%) Firewall
2 18 (3.30%) LAN
2 18 (3.30%) WAN
3 16 (2.93%) DNS
4 15 (2.75%) Wi-Fi
5 13 (2.38%) TCP/IP
6 11 (2.01%) DHCP
7 7 (1.28%) Wireless
8 6 (1.10%) Cisco IOS
8 6 (1.10%) Wireshark
9 5 (0.92%) PPP
9 5 (0.92%) VLAN
10 4 (0.73%) AMQP
10 4 (0.73%) Intrusion Detection
10 4 (0.73%) Network Security
10 4 (0.73%) Unified Communications
11 3 (0.55%) IP Telephony
11 3 (0.55%) SSL
Database & Business Intelligence
1 87 (15.93%) SQL Server
2 53 (9.71%) NoSQL
3 29 (5.31%) Data Warehouse
4 27 (4.95%) SQL Server Reporting Services
5 26 (4.76%) Power BI
6 24 (4.40%) Big Data
7 20 (3.66%) SQL Server Integration Services
8 18 (3.30%) Hadoop
9 14 (2.56%) MongoDB
10 13 (2.38%) Apache Hive
10 13 (2.38%) HBase
10 13 (2.38%) Impala
10 13 (2.38%) MySQL
11 11 (2.01%) Data Mining
12 8 (1.47%) Apache Cassandra
12 8 (1.47%) SQL Server 2008
13 7 (1.28%) SQL Server Analysis Services
14 6 (1.10%) QlikView
14 6 (1.10%) SQL Server 2012
14 6 (1.10%) SQL Server 2014
Development Applications
1 26 (4.76%) Git (software)
2 19 (3.48%) Team Foundation Server
3 14 (2.56%) Jenkins
4 8 (1.47%) JIRA
5 7 (1.28%) Cucumber
5 7 (1.28%) ReSharper
5 7 (1.28%) SpecFlow
5 7 (1.28%) Visual Studio
6 6 (1.10%) Eclipse
6 6 (1.10%) Subversion
7 4 (0.73%) Gatling
7 4 (0.73%) JMeter
7 4 (0.73%) JUnit
8 3 (0.55%) Appium
8 3 (0.55%) PyCharm
8 3 (0.55%) Robot Framework
8 3 (0.55%) Sahi
8 3 (0.55%) Sikuli
8 3 (0.55%) UI Automator
8 3 (0.55%) WebDriver
General
1 120 (21.98%) Finance
2 34 (6.23%) Marketing
3 32 (5.86%) Retail
4 29 (5.31%) Telecoms
5 27 (4.95%) Legal
6 11 (2.01%) Back Office
7 10 (1.83%) Banking
8 8 (1.47%) Law
9 7 (1.28%) Manufacturing
10 5 (0.92%) Electronics
10 5 (0.92%) Financial Institution
11 4 (0.73%) Advertising
11 4 (0.73%) Games
12 3 (0.55%) Automotive
12 3 (0.55%) German Language
13 2 (0.37%) French Language
13 2 (0.37%) Mandarin Language
14 1 (0.18%) Local Government
14 1 (0.18%) Pharmaceutical
Job Titles
1 156 (28.57%) Analyst
2 124 (22.71%) Developer
3 39 (7.14%) Java Developer
4 30 (5.49%) Java Developer - Fintech
4 30 (5.49%) Linux Developer
5 28 (5.13%) Business Analyst
6 27 (4.95%) Data Analyst
7 24 (4.40%) Technical Analyst
8 23 (4.21%) .NET Developer
9 22 (4.03%) Senior Developer
10 21 (3.85%) Graduate
11 20 (3.66%) Service Analyst
12 19 (3.48%) C# Developer
13 18 (3.30%) Systems Analyst
14 17 (3.11%) Consultant
14 17 (3.11%) Senior Analyst
15 16 (2.93%) Applications Support
15 16 (2.93%) Security Manager
16 14 (2.56%) Network Engineer
16 14 (2.56%) Voice Network Engineer
Libraries, Frameworks & Software Standards
1 72 (13.19%) HTML
2 57 (10.44%) Web Services
3 56 (10.26%) .NET
4 55 (10.07%) CSS
5 46 (8.42%) .NET Framework
6 43 (7.88%) Node.js
7 38 (6.96%) ASP.NET
8 35 (6.41%) Spring
9 32 (5.86%) ASP.NET MVC
10 29 (5.31%) JMS
10 29 (5.31%) jQuery
11 27 (4.95%) WCF
12 25 (4.58%) AngularJS
13 22 (4.03%) XML
14 19 (3.48%) HTML5
15 14 (2.56%) Vue.js
16 13 (2.38%) Entity Framework
16 13 (2.38%) LINQ
16 13 (2.38%) Twitter Bootstrap
16 13 (2.38%) XSLT
Miscellaneous
1 45 (8.24%) Self-Motivation
2 43 (7.88%) Computer Science
3 38 (6.96%) Fintech
4 35 (6.41%) Management Information System
5 33 (6.04%) Enterprise Software
6 16 (2.93%) Analytical Mindset
7 15 (2.75%) User Experience
8 13 (2.38%) EFT
8 13 (2.38%) Handset
9 12 (2.20%) Data Centre
10 11 (2.01%) CESG
11 10 (1.83%) EPoS
12 7 (1.28%) Blog
12 7 (1.28%) PKI
12 7 (1.28%) Virtual Team
13 5 (0.92%) AS400
13 5 (0.92%) Client/Server
13 5 (0.92%) Digital Currency
13 5 (0.92%) iSeries
13 5 (0.92%) Video Conferencing
Operating Systems
1 70 (12.82%) Windows
2 67 (12.27%) Linux
3 31 (5.68%) Windows Server
4 12 (2.20%) Windows Server 2008
5 11 (2.01%) Windows 7
5 11 (2.01%) Windows 8
6 10 (1.83%) Windows Server 2012
7 8 (1.47%) Windows 10
8 6 (1.10%) Android
8 6 (1.10%) Unix
9 3 (0.55%) Apple iOS
10 2 (0.37%) Red Hat Enterprise Linux
11 1 (0.18%) CentOS
11 1 (0.18%) DC/OS
11 1 (0.18%) Mac OS
11 1 (0.18%) Ubuntu
Processes & Methodologies
1 224 (41.03%) Problem-Solving
2 117 (21.43%) Agile Software Development
3 81 (14.84%) Project Management
4 74 (13.55%) ITIL
5 73 (13.37%) Change Management
6 61 (11.17%) Analytics
7 56 (10.26%) Service Management
8 54 (9.89%) Data Analysis
9 49 (8.97%) Logistics
10 45 (8.24%) Stakeholder Management
11 39 (7.14%) Problem Management
12 36 (6.59%) PRINCE2
13 34 (6.23%) CRM
13 34 (6.23%) Cybersecurity
13 34 (6.23%) Incident Management
14 33 (6.04%) Analytical Thinking
14 33 (6.04%) Mentoring
15 32 (5.86%) MVC
15 32 (5.86%) Visualisation
16 30 (5.49%) Business Intelligence
Programming Languages
1 161 (29.49%) SQL
2 84 (15.38%) JavaScript
3 77 (14.10%) Java
4 53 (9.71%) C#
4 53 (9.71%) Python
5 26 (4.76%) T-SQL
6 24 (4.40%) C
7 13 (2.38%) TypeScript
8 12 (2.20%) R
9 8 (1.47%) C++
10 7 (1.28%) Java 8
11 6 (1.10%) VBA
12 5 (0.92%) Erlang
12 5 (0.92%) Go
13 4 (0.73%) Lua
13 4 (0.73%) PHP
13 4 (0.73%) PowerShell
13 4 (0.73%) Scala
13 4 (0.73%) Shell Script
14 3 (0.55%) VB.NET
Qualifications
1 113 (20.70%) Degree
2 33 (6.04%) Security Cleared
3 21 (3.85%) CISSP
4 19 (3.48%) Computer Science Degree
5 18 (3.30%) Microsoft Certification
6 16 (2.93%) CISM
6 16 (2.93%) DV Cleared
7 15 (2.75%) MCSE
8 14 (2.56%) SC Cleared
9 13 (2.38%) PRINCE2 Practitioner
10 12 (2.20%) Numerate Degree
11 11 (2.01%) IISP
11 11 (2.01%) MCITP
11 11 (2.01%) PMI Certification
12 10 (1.83%) ISEB
12 10 (1.83%) PMP
13 9 (1.65%) ITIL Certification
14 8 (1.47%) ISEB Practitioner
15 6 (1.10%) Master's Degree
16 5 (0.92%) Analytics IQ
Quality Assurance & Compliance
1 21 (3.85%) QA
2 19 (3.48%) Data Quality
3 18 (3.30%) PMO
3 18 (3.30%) SLA
4 8 (1.47%) GDPR
5 6 (1.10%) PCI DSS
6 5 (0.92%) P3O
7 4 (0.73%) GPG13
7 4 (0.73%) ISO/IEC 27001
8 2 (0.37%) HMG Security Policy Framework
8 2 (0.37%) ISO 9001
9 1 (0.18%) IFRS
9 1 (0.18%) ISO 14001
9 1 (0.18%) ISO 22301
9 1 (0.18%) ISO 31000
9 1 (0.18%) ISO/IEC 20000
9 1 (0.18%) Sarbanes-Oxley
System Software
1 43 (7.88%) Active Directory
2 21 (3.85%) Virtual Machines
3 17 (3.11%) VMware Infrastructure
4 13 (2.38%) Apache Flume
4 13 (2.38%) HDFS
5 10 (1.83%) XenDesktop
6 7 (1.28%) Hyper-V
6 7 (1.28%) VMware ESXi
6 7 (1.28%) XenApp
7 6 (1.10%) Docker
8 3 (0.55%) Firmware
9 2 (0.37%) vSphere
10 1 (0.18%) Microsoft App-V
10 1 (0.18%) Microsoft Virtual Server
10 1 (0.18%) Virtual Servers
10 1 (0.18%) VirtualBox
Systems Management
1 25 (4.58%) Ansible
2 18 (3.30%) Puppet
3 16 (2.93%) Kibana
4 14 (2.56%) Cisco IPCC
4 14 (2.56%) Opscode Chef
5 11 (2.01%) SCCM
6 9 (1.65%) Terraform
7 5 (0.92%) Kubernetes
7 5 (0.92%) Norton AntiVirus
7 5 (0.92%) OPNET
7 5 (0.92%) SCOM
8 3 (0.55%) AirWatch
8 3 (0.55%) Microsoft Clustering
9 2 (0.37%) Failover Clustering
9 2 (0.37%) NetBackup
9 2 (0.37%) SCOrch
9 2 (0.37%) vCenter Server
10 1 (0.18%) Microsoft Intune
10 1 (0.18%) Single Sign-On
10 1 (0.18%) Symantec Enterprise Vault
Vendors
1 110 (20.15%) Microsoft
2 34 (6.23%) VMware
3 27 (4.95%) Cisco
4 25 (4.58%) Citrix
5 23 (4.21%) Salesforce.com
6 20 (3.66%) Atlassian
6 20 (3.66%) Oracle
7 19 (3.48%) Riverbed
7 19 (3.48%) SolarWinds
8 17 (3.11%) HP
8 17 (3.11%) Tableau
9 16 (2.93%) SAP
10 14 (2.56%) Aruba
10 14 (2.56%) ServiceNow
10 14 (2.56%) Zscaler
11 10 (1.83%) Google
12 9 (1.65%) Symantec
13 7 (1.28%) IBM
14 6 (1.10%) Adobe
14 6 (1.10%) Apple