Period
to 14 December 2017

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 14 December 2017 with a comparison to the same period over the previous 2 years.

Analytical Skills
South East > Berkshire
6 months to
14 Dec 2017
Same period 2016 Same period 2015
Rank 21 23 22
Rank change year-on-year +2 -1 +5
Permanent jobs citing Analytical Skills 542 672 1020
As % of all permanent IT jobs advertised in Berkshire 8.43% 7.96% 9.25%
As % of the Miscellaneous category 20.90% 19.48% 22.16%
Number of salaries quoted 367 487 756
Berkshire median annual salary £42,500 £50,000 £47,500
Median salary % change year-on-year -15.00% +5.26% -5.00%
10th Percentile £27,500 £31,250 £27,500
90th Percentile £68,750 £69,400 £75,000
South East median annual salary £44,000 £42,500 £42,500
% change year-on-year +3.53% - -2.86%

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 2593 3450 4603
As % of all permanent IT jobs advertised in Berkshire 40.31% 40.86% 41.76%
Number of salaries quoted 1987 2669 3687
Berkshire median annual salary £48,000 £50,000 £50,000
Median salary % change year-on-year -4.00% - +5.26%
10th Percentile £27,500 £29,500 £27,500
90th Percentile £73,750 £75,000 £72,000
South East median annual salary £45,000 £45,000 £45,000

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 14 December 2017.

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 14 December 2017. 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 +12 227 £41,000 -18.00% 15
Slough +4 63 £50,000 - 2
Maidenhead +6 62 £35,000 -30.00% 6
Newbury -6 32 £42,500 - 5
Bracknell -24 30 £60,000 +33.33% 2
Wokingham +16 21 £37,500 +5.26%
Hungerford -8 3 £32,500 +3.17% 1
Ascot - 2 £30,500 -
Windsor +8 1 £40,000 -23.81%
Analytical Skills
South East

For the 6 months to 14 December 2017, IT jobs citing Analytical Skills also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Berkshire region with a requirement for Analytical Skills.

1 172 (31.73%) Degree
2 153 (28.23%) SQL
3 143 (26.38%) Agile Software Development
4 141 (26.01%) Finance
5 103 (19.00%) Java
6 99 (18.27%) Microsoft
7 96 (17.71%) Computer Science
8 88 (16.24%) Linux
9 86 (15.87%) Business Intelligence
9 86 (15.87%) Computer Science Degree
10 74 (13.65%) Telecoms
11 70 (12.92%) SQL Server
12 67 (12.36%) Test Automation
13 64 (11.81%) Marketing
14 63 (11.62%) XML
14 63 (11.62%) Analytics
15 61 (11.25%) JavaScript
16 60 (11.07%) SAP
16 60 (11.07%) ITIL
17 59 (10.89%) Windows
17 59 (10.89%) SDLC
18 58 (10.70%) Microsoft Excel
19 56 (10.33%) Scrum
20 55 (10.15%) C#
20 55 (10.15%) Project Management
21 54 (9.96%) Open Source
22 53 (9.78%) Retail
23 52 (9.59%) .NET
24 51 (9.41%) Web Services
25 47 (8.67%) Firewall

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 19 (3.51%) IIS
1 19 (3.51%) SAS
2 18 (3.32%) Apache
3 12 (2.21%) Tomcat
4 11 (2.03%) WebSphere
5 8 (1.48%) Apache Spark
6 5 (0.92%) Apache Pig
6 5 (0.92%) Skype for Business
6 5 (0.92%) WebLogic
7 4 (0.74%) Exchange Server 2010
7 4 (0.74%) MS Exchange
7 4 (0.74%) OpenStack
7 4 (0.74%) SharePoint
8 3 (0.55%) Elasticsearch
9 2 (0.37%) JBoss
10 1 (0.18%) CMS
10 1 (0.18%) Oracle SOA Suite
10 1 (0.18%) SharePoint Server
10 1 (0.18%) Sitecore CMS
10 1 (0.18%) Tuxedo
Applications
1 58 (10.70%) Microsoft Excel
2 26 (4.80%) Microsoft Office
3 23 (4.24%) Microsoft PowerPoint
4 6 (1.11%) Spreadsheet
5 5 (0.92%) MS Visio
6 1 (0.18%) Microsoft Project
6 1 (0.18%) SPSS
Business Applications
1 9 (1.66%) Dynamics CRM
2 7 (1.29%) Unit4 Business World
3 6 (1.11%) NetSuite
4 5 (0.92%) Sage X3
4 5 (0.92%) SAP Business ByDesign
4 5 (0.92%) SAP Business One
5 4 (0.74%) SAP S/4HANA
6 3 (0.55%) Dynamics NAV
7 2 (0.37%) Oracle Retail
7 2 (0.37%) Primavera
7 2 (0.37%) SAP CO
7 2 (0.37%) SAP FI
7 2 (0.37%) SAP FI/CO
7 2 (0.37%) SAP HCM
7 2 (0.37%) SAP HR
7 2 (0.37%) SAP MM
7 2 (0.37%) SAP PM
7 2 (0.37%) SAP SD
Cloud Services
1 47 (8.67%) Amazon AWS
2 21 (3.87%) Microsoft Azure
3 19 (3.51%) SaaS
4 13 (2.40%) Cloud Computing
5 10 (1.85%) PaaS
6 9 (1.66%) Office 365
7 8 (1.48%) IaaS
8 7 (1.29%) FinancialForce
9 6 (1.11%) SuccessFactors
10 5 (0.92%) Azure Active Directory
11 4 (0.74%) Amazon EMR
11 4 (0.74%) AWS CloudFormation
11 4 (0.74%) GitHub
12 3 (0.55%) Adobe Analytics
12 3 (0.55%) Amazon S3
12 3 (0.55%) Google Analytics
13 2 (0.37%) Akamai
14 1 (0.18%) Amazon ELB
14 1 (0.18%) Route 53
14 1 (0.18%) Virtual Private Cloud
Communications & Networking
1 47 (8.67%) Firewall
2 31 (5.72%) TCP/IP
3 26 (4.80%) Intrusion Detection
4 11 (2.03%) Internet
5 9 (1.66%) WAN
6 7 (1.29%) DNS
6 7 (1.29%) LAN
6 7 (1.29%) MPLS
6 7 (1.29%) VLAN
7 6 (1.11%) BGP
8 5 (0.92%) HTTP
8 5 (0.92%) Wireless
9 4 (0.74%) EIGRP
9 4 (0.74%) OSPF
9 4 (0.74%) RIP
9 4 (0.74%) SAN
9 4 (0.74%) Skype
9 4 (0.74%) SMS
9 4 (0.74%) VPN
10 3 (0.55%) SSL
Database & Business Intelligence
1 70 (12.92%) SQL Server
2 31 (5.72%) QlikView
3 24 (4.43%) Relational Database
4 21 (3.87%) MySQL
5 20 (3.69%) NoSQL
6 19 (3.51%) Big Data
7 18 (3.32%) Power BI
8 17 (3.14%) Data Mining
9 16 (2.95%) BusinessObjects
10 15 (2.77%) Data Warehouse
10 15 (2.77%) SQL Server Reporting Services
11 13 (2.40%) Hadoop
12 12 (2.21%) Qlik Sense
13 10 (1.85%) Apache Hive
14 8 (1.48%) MongoDB
14 8 (1.48%) SQL Server 2008
14 8 (1.48%) Star Schema
15 7 (1.29%) GIS
15 7 (1.29%) HBase
15 7 (1.29%) SQL Server Integration Services
Development Applications
1 31 (5.72%) JMeter
2 30 (5.54%) Git (software)
3 28 (5.17%) JIRA
4 27 (4.98%) WebDriver
5 21 (3.87%) SoapUI
6 17 (3.14%) Eclipse
7 16 (2.95%) Subversion
8 15 (2.77%) Jenkins
9 13 (2.40%) Selenium
10 12 (2.21%) Cucumber
10 12 (2.21%) Maven
10 12 (2.21%) Team Foundation Server
11 9 (1.66%) IntelliJ
12 8 (1.48%) HP UFT
13 7 (1.29%) LoadRunner
13 7 (1.29%) Visual Studio
14 6 (1.11%) Atlassian Bamboo
14 6 (1.11%) Gradle
14 6 (1.11%) Jasmine
14 6 (1.11%) PhantomJS
General
1 141 (26.01%) Finance
2 74 (13.65%) Telecoms
3 64 (11.81%) Marketing
4 53 (9.78%) Retail
5 31 (5.72%) Manufacturing
6 26 (4.80%) Electronics
7 25 (4.61%) Digital Economy
8 14 (2.58%) Legal
9 10 (1.85%) Advertising
9 10 (1.85%) Publishing
10 9 (1.66%) Law
11 8 (1.48%) Banking
11 8 (1.48%) Billing
12 6 (1.11%) Financial Institution
12 6 (1.11%) Music Industry
13 3 (0.55%) Games
13 3 (0.55%) Pharmaceutical
14 2 (0.37%) German Language
15 1 (0.18%) Mandarin Language
Job Titles
1 139 (25.65%) Analyst
2 110 (20.30%) Developer
3 42 (7.75%) Consultant
4 30 (5.54%) Security Analyst
5 28 (5.17%) Tester
6 24 (4.43%) Data Analyst
7 21 (3.87%) Junior
7 21 (3.87%) Software Tester
8 20 (3.69%) Business Intelligence Analyst
8 20 (3.69%) Business Intelligence Developer
9 16 (2.95%) Software Engineer
10 15 (2.77%) .NET Developer
11 14 (2.58%) Architect
11 14 (2.58%) C# Developer
11 14 (2.58%) Service Analyst
12 13 (2.40%) Financial Analyst
12 13 (2.40%) Java Developer
12 13 (2.40%) Senior Manager
12 13 (2.40%) Solutions Architect
12 13 (2.40%) Support Analyst
Libraries, Frameworks & Software Standards
1 63 (11.62%) XML
2 52 (9.59%) .NET
3 51 (9.41%) Web Services
4 35 (6.46%) HTML
5 32 (5.90%) CSS
6 31 (5.72%) REST
7 28 (5.17%) AngularJS
8 21 (3.87%) jQuery
9 20 (3.69%) RESTful
9 20 (3.69%) SOAP
10 17 (3.14%) Spring
11 16 (2.95%) ASP.NET
11 16 (2.95%) JSON
11 16 (2.95%) XSLT
12 15 (2.77%) .NET Framework
12 15 (2.77%) WCF
12 15 (2.77%) XSD
13 13 (2.40%) HTML5
14 10 (1.85%) Hibernate
14 10 (1.85%) WPF
Miscellaneous
1 96 (17.71%) Computer Science
2 32 (5.90%) Client/Server
3 28 (5.17%) Management Information System
4 23 (4.24%) Security Operations Centre
4 23 (4.24%) User Experience
5 16 (2.95%) Analytical Mindset
6 14 (2.58%) Enterprise Software
6 14 (2.58%) Fintech
7 12 (2.21%) Data Centre
7 12 (2.21%) FMCG
7 12 (2.21%) Reinsurance
8 10 (1.85%) Algorithms
9 9 (1.66%) EPoS
10 8 (1.48%) Cyber Attack
10 8 (1.48%) DataPower
11 7 (1.29%) Driving Licence
11 7 (1.29%) Greenfield Project
11 7 (1.29%) Public Cloud
11 7 (1.29%) Virtual Team
12 6 (1.11%) Data Structures
Operating Systems
1 88 (16.24%) Linux
2 59 (10.89%) Windows
3 23 (4.24%) Unix
4 15 (2.77%) Windows Server
5 10 (1.85%) Android
6 6 (1.11%) Red Hat Enterprise Linux
6 6 (1.11%) Windows 7
6 6 (1.11%) Windows 8
7 5 (0.92%) Apple iOS
7 5 (0.92%) FreeBSD
7 5 (0.92%) Windows Mobile
8 4 (0.74%) CentOS
8 4 (0.74%) Ubuntu
9 3 (0.55%) Windows 10
9 3 (0.55%) Windows Server 2008
10 2 (0.37%) Windows Server 2012
10 2 (0.37%) Windows XP
11 1 (0.18%) Solaris
11 1 (0.18%) Windows 2000
11 1 (0.18%) Windows Server 2003
Processes & Methodologies
1 143 (26.38%) Agile Software Development
2 86 (15.87%) Business Intelligence
3 67 (12.36%) Test Automation
4 63 (11.62%) Analytics
5 60 (11.07%) ITIL
6 59 (10.89%) SDLC
7 56 (10.33%) Scrum
8 55 (10.15%) Project Management
9 54 (9.96%) Open Source
10 47 (8.67%) Software Engineering
11 44 (8.12%) Risk Management
12 39 (7.20%) Continuous Integration
12 39 (7.20%) Stakeholder Management
13 38 (7.01%) Information Security
14 37 (6.83%) Continuous Improvement
15 36 (6.64%) BDD
16 33 (6.09%) DevOps
17 32 (5.90%) Mathematics
17 32 (5.90%) Test Scripting
17 32 (5.90%) Test Strategy
Programming Languages
1 153 (28.23%) SQL
2 103 (19.00%) Java
3 61 (11.25%) JavaScript
4 55 (10.15%) C#
5 35 (6.46%) Python
6 27 (4.98%) Shell Script
7 22 (4.06%) T-SQL
8 16 (2.95%) Groovy
9 15 (2.77%) PHP
10 14 (2.58%) C
11 13 (2.40%) C++
12 12 (2.21%) Bash Shell
12 12 (2.21%) VBA
13 11 (2.03%) Perl
14 9 (1.66%) PowerShell
14 9 (1.66%) R
15 8 (1.48%) Ruby
15 8 (1.48%) VB
15 8 (1.48%) VB.NET
16 7 (1.29%) XPath
Qualifications
1 172 (31.73%) Degree
2 86 (15.87%) Computer Science Degree
3 28 (5.17%) ISTQB
4 25 (4.61%) Security Cleared
5 19 (3.51%) SC Cleared
6 17 (3.14%) ACCA
6 17 (3.14%) CIMA
7 14 (2.58%) ITIL Certification
8 11 (2.03%) Cisco Certification
9 10 (1.85%) Master's Degree
9 10 (1.85%) Numerate Degree
10 9 (1.66%) CISM
10 9 (1.66%) CISSP
11 8 (1.48%) CCNA
11 8 (1.48%) DV Cleared
12 7 (1.29%) ISEB
13 6 (1.11%) ITIL Foundation Certificate
14 5 (0.92%) CCSA
14 5 (0.92%) GIAC
14 5 (0.92%) SANS
Quality Assurance & Compliance
1 30 (5.54%) QA
2 14 (2.58%) Data Quality
3 11 (2.03%) GAAP
3 11 (2.03%) SLA
4 7 (1.29%) Sarbanes-Oxley
5 5 (0.92%) COBIT
5 5 (0.92%) ISO/IEC 27001
5 5 (0.92%) PMO
6 4 (0.74%) Disclosure Scotland
7 2 (0.37%) GDPR
7 2 (0.37%) ISO/IEC 27005
7 2 (0.37%) MISRA
7 2 (0.37%) MISRA C
7 2 (0.37%) PCI DSS
System Software
1 17 (3.14%) Active Directory
2 10 (1.85%) Hyper-V
3 9 (1.66%) Docker
4 6 (1.11%) Apache Flume
4 6 (1.11%) HDFS
5 5 (0.92%) VMware ESXi
5 5 (0.92%) VMware Infrastructure
6 4 (0.74%) Virtual Machines
7 2 (0.37%) FreeRADIUS
8 1 (0.18%) Microsoft Virtual Server
8 1 (0.18%) Oracle RAC
8 1 (0.18%) Virtual Servers
8 1 (0.18%) vSphere
8 1 (0.18%) XenApp
Systems Management
1 13 (2.40%) SCCM
2 12 (2.21%) Ansible
3 11 (2.03%) Opscode Chef
4 8 (1.48%) HP Quality Center
4 8 (1.48%) Nagios
5 7 (1.29%) Puppet
6 6 (1.11%) Kubernetes
7 5 (0.92%) Juniper STRM
7 5 (0.92%) QRadar
7 5 (0.92%) RSA enVision
7 5 (0.92%) RSA Security Analytics
8 4 (0.74%) Oozie
8 4 (0.74%) Salt
8 4 (0.74%) Terraform
8 4 (0.74%) WebSphere Cast Iron
9 3 (0.55%) Kibana
9 3 (0.55%) Microsoft Intune
10 2 (0.37%) AirWatch
10 2 (0.37%) FortiGate
10 2 (0.37%) SolarWinds Orion
Vendors
1 99 (18.27%) Microsoft
2 60 (11.07%) SAP
3 39 (7.20%) Oracle
4 26 (4.80%) Cognos
5 20 (3.69%) Salesforce.com
6 16 (2.95%) Tableau
7 13 (2.40%) IBM
8 12 (2.21%) Concur
8 12 (2.21%) Sage
9 11 (2.03%) Cisco
9 11 (2.03%) HP
10 10 (1.85%) Google
11 8 (1.48%) Capita
11 8 (1.48%) Citrix
11 8 (1.48%) VMware
12 7 (1.29%) Cassiopae
12 7 (1.29%) NETSOL
12 7 (1.29%) White Clarke
12 7 (1.29%) Xero
13 6 (1.11%) ServiceNow