Period
to 23 June 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 23 June 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
South East > Berkshire
6 months to
23 Jun 2018
Same period 2017 Same period 2016
Rank 22 30 27
Rank change year-on-year +8 -3 -3
Permanent jobs citing Analytical Skills 544 458 664
As % of all permanent IT jobs advertised in Berkshire 8.03% 6.89% 7.06%
As % of the Miscellaneous category 19.78% 17.42% 16.93%
Number of salaries quoted 423 331 494
Berkshire median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - -5.26%
10th Percentile £28,050 £26,250 £26,750
90th Percentile £65,000 £67,500 £70,000
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 2,750 2,629 3,923
As % of all permanent IT jobs advertised in Berkshire 40.57% 39.55% 41.69%
Number of salaries quoted 2,203 2,011 3,170
Berkshire median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - -
10th Percentile £28,250 £26,625 £27,500
90th Percentile £72,500 £72,500 £71,250
South East median annual salary £45,000 £43,750 £45,000
% change year-on-year +2.86% -2.78% +3.45%

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 23 June 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 23 June 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 +14 204 £42,500 +6.25% 52
Maidenhead -2 124 £52,500 -5.41% 14
Slough +7 67 £50,000 - 6
Bracknell -20 31 £56,250 +18.42% 10
Newbury -12 28 £57,500 +43.75% 6
Windsor +22 18 £55,000 -
Wokingham -16 4 £41,000 -25.45% 5
Ascot - 3 £30,000 -
Analytical Skills
South East

For the 6 months to 23 June 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.

1 215 (39.52%) Problem-Solving
2 185 (34.01%) SQL
3 117 (21.51%) Microsoft
3 117 (21.51%) Degree
4 112 (20.59%) Agile Software Development
5 104 (19.12%) Finance
6 92 (16.91%) SQL Server
7 90 (16.54%) Windows
8 85 (15.63%) ITIL
8 85 (15.63%) JavaScript
9 81 (14.89%) HTML
10 74 (13.60%) CSS
11 71 (13.05%) Java
12 69 (12.68%) Project Management
13 68 (12.50%) .NET
14 64 (11.76%) Microsoft Excel
14 64 (11.76%) Analytics
15 60 (11.03%) Linux
15 60 (11.03%) IIS
16 59 (10.85%) Change Management
17 57 (10.48%) Active Directory
18 56 (10.29%) Web Services
19 55 (10.11%) Data Analysis
19 55 (10.11%) .NET Framework
20 53 (9.74%) Capita
20 53 (9.74%) Windows Server
21 51 (9.38%) C#
22 50 (9.19%) Marketing
23 49 (9.01%) Python
23 49 (9.01%) Stakeholder Management

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 60 (11.03%) IIS
2 32 (5.88%) WebSphere
3 27 (4.96%) Apache
4 25 (4.60%) WebLogic
5 20 (3.68%) Apache Spark
5 20 (3.68%) JBoss
6 19 (3.49%) WebSphere Application Server
7 14 (2.57%) SharePoint
8 13 (2.39%) Elasticsearch
9 12 (2.21%) IBM Notes
10 10 (1.84%) MS Exchange
10 10 (1.84%) SAS
11 9 (1.65%) Anypoint
12 7 (1.29%) Exchange Server 2010
12 7 (1.29%) Skype for Business
13 5 (0.92%) OpenStack
14 4 (0.74%) Tomcat
15 3 (0.55%) Exchange Server 2013
15 3 (0.55%) GroupWise
16 2 (0.37%) Oracle SOA Suite
Applications
1 64 (11.76%) Microsoft Excel
2 21 (3.86%) Microsoft Office
3 14 (2.57%) Microsoft PowerPoint
4 2 (0.37%) MS Visio
5 1 (0.18%) Adobe Creative Suite
5 1 (0.18%) Adobe Illustrator
5 1 (0.18%) InDesign
5 1 (0.18%) Microsoft Project
5 1 (0.18%) Photoshop
5 1 (0.18%) S-PLUS
5 1 (0.18%) SPSS
Business Applications
1 17 (3.13%) Dynamics CRM
2 5 (0.92%) Traffica
3 4 (0.74%) NetSuite
4 3 (0.55%) Dynamics NAV
5 2 (0.37%) Dynamics AX
5 2 (0.37%) Unit4 Business World
6 1 (0.18%) Dynamics GP
6 1 (0.18%) SAP HCM
6 1 (0.18%) Sonata
Cloud Services
1 43 (7.90%) Microsoft Azure
1 43 (7.90%) Office 365
2 21 (3.86%) Amazon AWS
3 16 (2.94%) PaaS
4 12 (2.21%) SaaS
5 11 (2.02%) Adobe Analytics
5 11 (2.02%) IaaS
6 7 (1.29%) Dynamics 365
7 5 (0.92%) Amazon ElastiCache
7 5 (0.92%) Amazon SQS
8 4 (0.74%) Azure Active Directory
9 3 (0.55%) Amazon CloudWatch
9 3 (0.55%) AWS CloudFormation
9 3 (0.55%) Datadog
9 3 (0.55%) Google Cloud Platform
10 2 (0.37%) Cloud Computing
10 2 (0.37%) Force.com
11 1 (0.18%) Salesforce Service Cloud
11 1 (0.18%) SoftLayer
11 1 (0.18%) SuccessFactors
Communications & Networking
1 36 (6.62%) LAN
2 33 (6.07%) TCP/IP
2 33 (6.07%) WAN
3 22 (4.04%) Firewall
4 19 (3.49%) Wireshark
5 17 (3.13%) VLAN
6 15 (2.76%) Wireless
7 13 (2.39%) Internet
8 12 (2.21%) DNS
9 10 (1.84%) DHCP
10 7 (1.29%) IP Telephony
10 7 (1.29%) SSL
10 7 (1.29%) Wi-Fi
11 6 (1.10%) Cisco IOS
11 6 (1.10%) Network Security
11 6 (1.10%) Skype
11 6 (1.10%) VoIP
11 6 (1.10%) WLAN
12 5 (0.92%) AMQP
12 5 (0.92%) LTE
Database & Business Intelligence
1 92 (16.91%) SQL Server
2 42 (7.72%) NoSQL
3 28 (5.15%) Power BI
4 25 (4.60%) Data Warehouse
5 22 (4.04%) Relational Database
6 21 (3.86%) Hadoop
7 20 (3.68%) Apache Hive
8 19 (3.49%) HBase
9 18 (3.31%) MongoDB
10 17 (3.13%) Big Data
10 17 (3.13%) SQL Server Reporting Services
11 12 (2.21%) MySQL
12 9 (1.65%) Impala
12 9 (1.65%) RDBMS
12 9 (1.65%) SQL Server Integration Services
13 7 (1.29%) BusinessObjects
13 7 (1.29%) Crystal Reports
13 7 (1.29%) Data Mining
13 7 (1.29%) SQL Server Analysis Services
14 6 (1.10%) Apache Cassandra
Development Applications
1 26 (4.78%) Git (software)
2 16 (2.94%) Team Foundation Server
3 14 (2.57%) Jenkins
4 10 (1.84%) Cucumber
4 10 (1.84%) SpecFlow
5 7 (1.29%) JMeter
5 7 (1.29%) SoapUI
5 7 (1.29%) WebDriver
6 6 (1.10%) JIRA
6 6 (1.10%) Subversion
6 6 (1.10%) Visual Studio
7 5 (0.92%) Gatling
7 5 (0.92%) JUnit
7 5 (0.92%) Selenium
8 3 (0.55%) Atlassian Bamboo
8 3 (0.55%) Eclipse
8 3 (0.55%) FitNesse
8 3 (0.55%) JBehave
8 3 (0.55%) MSI
8 3 (0.55%) Vagrant
General
1 104 (19.12%) Finance
2 50 (9.19%) Marketing
3 26 (4.78%) Retail
4 23 (4.23%) Telecoms
5 21 (3.86%) Legal
6 18 (3.31%) Law
7 10 (1.84%) Banking
8 8 (1.47%) Games
9 7 (1.29%) Back Office
9 7 (1.29%) Manufacturing
10 5 (0.92%) Electronics
11 4 (0.74%) Aerospace
11 4 (0.74%) French Language
12 3 (0.55%) Advertising
12 3 (0.55%) Billing
12 3 (0.55%) German Language
12 3 (0.55%) Italian Language
13 2 (0.37%) Automotive
13 2 (0.37%) Financial Institution
13 2 (0.37%) Spanish Language
Job Titles
1 168 (30.88%) Analyst
2 112 (20.59%) Developer
3 34 (6.25%) Technical Analyst
4 31 (5.70%) Java Developer
5 26 (4.78%) Business Analyst
6 25 (4.60%) Consultant
6 25 (4.60%) Senior Analyst
7 24 (4.41%) Senior Developer
8 23 (4.23%) .NET Developer
9 22 (4.04%) Data Analyst
10 21 (3.86%) Security Manager
11 19 (3.49%) Java Developer - Fintech
12 18 (3.31%) C# Developer
12 18 (3.31%) Linux Developer
13 17 (3.13%) Information Manager
13 17 (3.13%) Information Security Manager
13 17 (3.13%) Support Analyst
14 16 (2.94%) Analytics Manager
15 15 (2.76%) Angular Developer
15 15 (2.76%) Junior
Libraries, Frameworks & Software Standards
1 81 (14.89%) HTML
2 74 (13.60%) CSS
3 68 (12.50%) .NET
4 56 (10.29%) Web Services
5 55 (10.11%) .NET Framework
6 39 (7.17%) Node.js
7 33 (6.07%) XML
8 32 (5.88%) ASP.NET
9 30 (5.51%) AngularJS
10 27 (4.96%) ASP.NET MVC
10 27 (4.96%) Spring
11 26 (4.78%) HTML5
12 24 (4.41%) jQuery
13 23 (4.23%) JMS
13 23 (4.23%) WCF
14 22 (4.04%) Ajax
14 22 (4.04%) XSLT
15 18 (3.31%) Sass
15 18 (3.31%) Vue (Vue.js)
16 15 (2.76%) XSD
Miscellaneous
1 46 (8.46%) Management Information System
2 38 (6.99%) Self-Motivation
3 33 (6.07%) Computer Science
4 23 (4.23%) Fintech
5 22 (4.04%) Enterprise Software
6 20 (3.68%) User Experience
7 12 (2.21%) Data Centre
8 11 (2.02%) iSeries
9 9 (1.65%) Analytical Mindset
9 9 (1.65%) AS400
10 8 (1.47%) EFT
11 7 (1.29%) Distributed Denial-of-Service
11 7 (1.29%) Driving Licence
12 6 (1.10%) Clustering
12 6 (1.10%) Greenfield Project
12 6 (1.10%) Virtual Team
13 5 (0.92%) Algorithms
13 5 (0.92%) Client/Server
13 5 (0.92%) Linux Command Line
13 5 (0.92%) W3C
Operating Systems
1 90 (16.54%) Windows
2 60 (11.03%) Linux
3 53 (9.74%) Windows Server
4 16 (2.94%) Unix
5 12 (2.21%) Windows Server 2008
6 8 (1.47%) Windows 7
6 8 (1.47%) Windows 8
7 6 (1.10%) Windows 10
8 4 (0.74%) Windows Server 2012
9 3 (0.55%) Android
9 3 (0.55%) CentOS
9 3 (0.55%) DC/OS
9 3 (0.55%) Red Hat Enterprise Linux
9 3 (0.55%) Ubuntu
10 2 (0.37%) FreeBSD
11 1 (0.18%) Apple iOS
Processes & Methodologies
1 215 (39.52%) Problem-Solving
2 112 (20.59%) Agile Software Development
3 85 (15.63%) ITIL
4 69 (12.68%) Project Management
5 64 (11.76%) Analytics
6 59 (10.85%) Change Management
7 55 (10.11%) Data Analysis
8 49 (9.01%) Stakeholder Management
9 46 (8.46%) Business Intelligence
10 42 (7.72%) Information Security
11 39 (7.17%) CRM
12 35 (6.43%) Cybersecurity
12 35 (6.43%) MVC
13 33 (6.07%) PRINCE2
14 32 (5.88%) Asset Management
14 32 (5.88%) ITSM
15 31 (5.70%) Mentoring
15 31 (5.70%) Problem Management
15 31 (5.70%) Time Management
15 31 (5.70%) Visualisation
Programming Languages
1 185 (34.01%) SQL
2 85 (15.63%) JavaScript
3 71 (13.05%) Java
4 51 (9.38%) C#
5 49 (9.01%) Python
6 31 (5.70%) T-SQL
7 26 (4.78%) C
8 19 (3.49%) R
8 19 (3.49%) TypeScript
9 15 (2.76%) Scala
10 13 (2.39%) C++
11 9 (1.65%) VBA
11 9 (1.65%) XPath
12 7 (1.29%) Java 8
13 4 (0.74%) Lua
13 4 (0.74%) Perl
13 4 (0.74%) PowerShell
14 3 (0.55%) Kotlin
14 3 (0.55%) PHP
14 3 (0.55%) VBScript
Qualifications
1 117 (21.51%) Degree
2 43 (7.90%) Security Cleared
3 28 (5.15%) CISSP
4 22 (4.04%) CISM
5 20 (3.68%) SC Cleared
6 18 (3.31%) IISP
7 15 (2.76%) Computer Science Degree
8 14 (2.57%) DV Cleared
8 14 (2.57%) PMI Certification
9 13 (2.39%) PRINCE2 Practitioner
10 10 (1.84%) Numerate Degree
10 10 (1.84%) PMP
11 9 (1.65%) Cisco Certification
11 9 (1.65%) ISEB
12 8 (1.47%) CISA
12 8 (1.47%) ISEB Practitioner
12 8 (1.47%) Microsoft Certification
13 7 (1.29%) CCNA
13 7 (1.29%) ISTQB
13 7 (1.29%) Master's Degree
Quality Assurance & Compliance
1 20 (3.68%) QA
2 18 (3.31%) PMO
3 17 (3.13%) Data Quality
4 11 (2.02%) ISO/IEC 27001
5 10 (1.84%) SLA
6 9 (1.65%) PCI DSS
7 5 (0.92%) P3O
8 3 (0.55%) GDPR
8 3 (0.55%) Sarbanes-Oxley
9 2 (0.37%) HMG Security Policy Framework
10 1 (0.18%) IFRS
10 1 (0.18%) ISO 14001
10 1 (0.18%) ISO 22301
10 1 (0.18%) ISO 31000
10 1 (0.18%) ISO 9001
10 1 (0.18%) ISO/IEC 20000
10 1 (0.18%) ISO/IEC 27005
System Software
1 57 (10.48%) Active Directory
2 27 (4.96%) Hyper-V
3 17 (3.13%) Virtual Machines
4 16 (2.94%) VMware Infrastructure
5 9 (1.65%) Apache Flume
5 9 (1.65%) HDFS
6 8 (1.47%) XenApp
6 8 (1.47%) XenDesktop
7 6 (1.10%) VMware ESXi
8 4 (0.74%) Docker
9 3 (0.55%) Firmware
9 3 (0.55%) Microsoft App-V
9 3 (0.55%) NDS
9 3 (0.55%) NetIQ eDirectory
9 3 (0.55%) VirtualBox
10 1 (0.18%) FreeRADIUS
10 1 (0.18%) KVM
Systems Management
1 28 (5.15%) SCCM
2 24 (4.41%) Ansible
3 22 (4.04%) SCOM
4 19 (3.49%) OPNET
4 19 (3.49%) Opscode Chef
5 16 (2.94%) Puppet
6 13 (2.39%) Kibana
7 8 (1.47%) Terraform
8 7 (1.29%) IBM BigFix
9 5 (0.92%) Cisco IPCC
9 5 (0.92%) HP ALM
9 5 (0.92%) Microsoft Intune
9 5 (0.92%) Netcool
9 5 (0.92%) Norton AntiVirus
9 5 (0.92%) NSN NetAct
10 3 (0.55%) Docker Swarm
10 3 (0.55%) Forefront Identity Manager
10 3 (0.55%) Kubernetes
10 3 (0.55%) Packer
11 2 (0.37%) Symantec Enterprise Vault
Vendors
1 117 (21.51%) Microsoft
2 53 (9.74%) Capita
3 34 (6.25%) Salesforce.com
4 31 (5.70%) VMware
5 29 (5.33%) Citrix
6 25 (4.60%) SolarWinds
7 24 (4.41%) Riverbed
8 22 (4.04%) Oracle
9 21 (3.86%) Cisco
10 20 (3.68%) SAP
11 19 (3.49%) Dynatrace
12 16 (2.94%) HP
13 13 (2.39%) Atlassian
13 13 (2.39%) IBM
14 12 (2.21%) Adobe
14 12 (2.21%) Lotus
15 11 (2.02%) Symantec
16 9 (1.65%) BMC
16 9 (1.65%) Google
16 9 (1.65%) MuleSoft