Period
to 22 November 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 22 November 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
South East > Berkshire
6 months to
22 Nov 2018
Same period 2017 Same period 2016
Rank 20 21 25
Rank change year-on-year +1 +4 -2
Permanent jobs citing Analytical Skills 536 555 675
As % of all permanent IT jobs advertised in Berkshire 8.71% 8.75% 7.74%
As % of the Miscellaneous category 20.33% 20.66% 18.26%
Number of salaries quoted 403 388 478
Berkshire median annual salary £50,000 £42,500 £50,000
Median salary % change year-on-year +17.65% -15.00% +5.26%
10th Percentile £28,550 £27,500 £31,175
90th Percentile £67,500 £70,000 £67,500
South East median annual salary £46,000 £43,000 £44,000
% change year-on-year +6.98% -2.27% +3.53%

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 2,637 2,687 3,697
As % of all permanent IT jobs advertised in Berkshire 42.83% 42.34% 42.41%
Number of salaries quoted 2,039 2,061 2,858
Berkshire median annual salary £52,500 £48,000 £50,000
Median salary % change year-on-year +9.38% -4.00% -
10th Percentile £28,750 £27,500 £29,175
90th Percentile £75,000 £72,500 £75,000
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +2.27%

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 22 November 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 22 November 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 -5 188 £50,000 +25.00% 28
Maidenhead -8 107 £50,000 +14.29% 10
Slough -15 64 £52,500 +5.00% 11
Newbury +32 52 £47,500 +18.75% 6
Bracknell -11 37 £50,000 -9.09% 5
Wokingham +8 13 £42,500 +13.33% 2
Windsor +7 12 £47,500 +18.75% 2
Thatcham - 2 £34,500 - 1
Analytical Skills
South East

For the 6 months to 22 November 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.

1 241 (44.96%) Problem-Solving
2 139 (25.93%) Agile Software Development
3 124 (23.13%) SQL
4 119 (22.20%) Degree
5 98 (18.28%) Microsoft
6 97 (18.10%) Finance
7 84 (15.67%) SQL Server
8 83 (15.49%) Java
9 77 (14.37%) ITIL
10 74 (13.81%) JavaScript
11 70 (13.06%) Microsoft Azure
12 69 (12.87%) Project Management
13 64 (11.94%) Analytics
14 60 (11.19%) Service Management
15 57 (10.63%) Change Management
15 57 (10.63%) HTML
15 57 (10.63%) Windows
16 56 (10.45%) Linux
17 55 (10.26%) Logistics
18 54 (10.07%) Microsoft Excel
19 51 (9.51%) Marketing
20 49 (9.14%) Python
21 48 (8.96%) Self-Motivation
22 44 (8.21%) Web Services
22 44 (8.21%) C#
22 44 (8.21%) Stakeholder Management
23 43 (8.02%) CSS
23 43 (8.02%) Computer Science
24 41 (7.65%) .NET
25 40 (7.46%) Data Analysis

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 (3.54%) IIS
2 18 (3.36%) Apache Spark
2 18 (3.36%) SharePoint
3 14 (2.61%) Elasticsearch
3 14 (2.61%) Tomcat
4 7 (1.31%) Skype for Business
5 6 (1.12%) WebLogic
6 5 (0.93%) Apache Pig
6 5 (0.93%) Confluence
6 5 (0.93%) Oracle Workflow
6 5 (0.93%) WebSphere
7 4 (0.75%) Alfresco
7 4 (0.75%) Apache
8 3 (0.56%) CMS
8 3 (0.56%) SAS
9 2 (0.37%) Drupal
9 2 (0.37%) Joomla!
9 2 (0.37%) OpenStack
9 2 (0.37%) Sitecore CMS
9 2 (0.37%) WordPress
Applications
1 54 (10.07%) Microsoft Excel
2 23 (4.29%) Microsoft Office
3 19 (3.54%) Microsoft PowerPoint
4 9 (1.68%) MS Visio
5 3 (0.56%) AutoCAD
5 3 (0.56%) Photoshop
5 3 (0.56%) Spreadsheet
6 2 (0.37%) SPSS
6 2 (0.37%) UXPin
Business Applications
1 15 (2.80%) Dynamics CRM
2 3 (0.56%) Dynamics AX
2 3 (0.56%) SAP HCM
2 3 (0.56%) SAP HR
3 2 (0.37%) Dynamics NAV
3 2 (0.37%) Oracle Retail
4 1 (0.19%) JDE EnterpriseOne
4 1 (0.19%) JDE OneWorld
4 1 (0.19%) Remedy ITSM
Cloud Services
1 70 (13.06%) Microsoft Azure
2 34 (6.34%) Amazon AWS
3 29 (5.41%) Office 365
4 24 (4.48%) SaaS
5 12 (2.24%) Azure Active Directory
6 10 (1.87%) Cloud Computing
7 9 (1.68%) Dynamics 365
8 8 (1.49%) Azure Data Factory
8 8 (1.49%) IaaS
8 8 (1.49%) PaaS
9 7 (1.31%) Google Cloud Platform
10 5 (0.93%) AdWords
10 5 (0.93%) Google Analytics
10 5 (0.93%) Google Tag Manager
11 4 (0.75%) Adobe Analytics
11 4 (0.75%) Akamai
11 4 (0.75%) Amazon EC2
11 4 (0.75%) Amazon EMR
11 4 (0.75%) GitHub
12 3 (0.56%) SuccessFactors
Communications & Networking
1 25 (4.66%) Firewall
2 17 (3.17%) DNS
3 16 (2.99%) VoIP
4 15 (2.80%) LAN
4 15 (2.80%) WAN
5 14 (2.61%) Internet
6 13 (2.43%) Wi-Fi
7 10 (1.87%) Intrusion Detection
7 10 (1.87%) TCP/IP
7 10 (1.87%) Wireless
8 9 (1.68%) DHCP
9 5 (0.93%) HTTP
9 5 (0.93%) PPP
10 4 (0.75%) Network Security
11 3 (0.56%) Cisco IOS
11 3 (0.56%) IP Telephony
11 3 (0.56%) SAN
11 3 (0.56%) Skype
11 3 (0.56%) SSL
11 3 (0.56%) Unified Communications
Database & Business Intelligence
1 84 (15.67%) SQL Server
2 40 (7.46%) NoSQL
3 36 (6.72%) Data Warehouse
4 29 (5.41%) Big Data
5 27 (5.04%) SQL Server Reporting Services
6 26 (4.85%) Power BI
6 26 (4.85%) SQL Server Integration Services
7 20 (3.73%) Hadoop
8 19 (3.54%) MySQL
9 13 (2.43%) Apache Hive
9 13 (2.43%) Relational Database
10 12 (2.24%) Data Mining
10 12 (2.24%) HBase
10 12 (2.24%) PostgreSQL
11 11 (2.05%) QlikView
11 11 (2.05%) SQL Server 2008
12 10 (1.87%) Apache Cassandra
12 10 (1.87%) MongoDB
12 10 (1.87%) SQL Server Analysis Services
13 9 (1.68%) Impala
Development Applications
1 29 (5.41%) Git (software)
2 19 (3.54%) Team Foundation Server
3 18 (3.36%) Jenkins
4 17 (3.17%) Subversion
5 15 (2.80%) Eclipse
5 15 (2.80%) JIRA
6 8 (1.49%) Cucumber
6 8 (1.49%) ReSharper
6 8 (1.49%) Visual Studio
7 6 (1.12%) Maven
7 6 (1.12%) Selenium
7 6 (1.12%) SpecFlow
7 6 (1.12%) WebDriver
8 5 (0.93%) IntelliJ
9 4 (0.75%) Appium
9 4 (0.75%) JMeter
9 4 (0.75%) PyCharm
9 4 (0.75%) Robot Framework
9 4 (0.75%) Sahi
9 4 (0.75%) UI Automator
General
1 97 (18.10%) Finance
2 51 (9.51%) Marketing
3 30 (5.60%) Legal
3 30 (5.60%) Retail
4 29 (5.41%) Telecoms
5 7 (1.31%) Back Office
5 7 (1.31%) Banking
5 7 (1.31%) Law
6 6 (1.12%) Automotive
6 6 (1.12%) Electronics
7 5 (0.93%) Financial Institution
8 4 (0.75%) Advertising
8 4 (0.75%) Manufacturing
9 3 (0.56%) Games
10 2 (0.37%) Billing
10 2 (0.37%) Mandarin Language
10 2 (0.37%) Publishing
11 1 (0.19%) German Language
11 1 (0.19%) Local Government
11 1 (0.19%) Pharmaceutical
Job Titles
1 146 (27.24%) Analyst
2 99 (18.47%) Developer
3 27 (5.04%) Business Analyst
3 27 (5.04%) Data Analyst
4 26 (4.85%) Java Developer
5 19 (3.54%) Graduate
6 18 (3.36%) Consultant
7 17 (3.17%) Java Developer - Fintech
7 17 (3.17%) Linux Developer
8 16 (2.99%) Account Manager
8 16 (2.99%) C# Developer
8 16 (2.99%) Systems Analyst
9 15 (2.80%) JavaScript Developer
9 15 (2.80%) Project Manager
10 14 (2.61%) .NET Developer
10 14 (2.61%) Senior Developer
10 14 (2.61%) Technical Account Manager
10 14 (2.61%) Technical Analyst
10 14 (2.61%) Technical Manager
11 13 (2.43%) Network Engineer
Libraries, Frameworks & Software Standards
1 57 (10.63%) HTML
2 44 (8.21%) Web Services
3 43 (8.02%) CSS
4 41 (7.65%) .NET
5 32 (5.97%) XML
6 29 (5.41%) .NET Framework
7 28 (5.22%) AngularJS
8 27 (5.04%) jQuery
9 26 (4.85%) Node.js
9 26 (4.85%) Spring
10 25 (4.66%) ASP.NET
11 21 (3.92%) React
12 19 (3.54%) ASP.NET MVC
13 18 (3.36%) HTML5
13 18 (3.36%) JMS
13 18 (3.36%) WCF
14 15 (2.80%) Twitter Bootstrap
15 13 (2.43%) Entity Framework
15 13 (2.43%) Kafka
15 13 (2.43%) LINQ
Miscellaneous
1 48 (8.96%) Self-Motivation
2 43 (8.02%) Computer Science
3 27 (5.04%) Management Information System
4 25 (4.66%) Enterprise Software
5 23 (4.29%) Fintech
6 21 (3.92%) Data Centre
7 13 (2.43%) Analytical Mindset
7 13 (2.43%) Handset
7 13 (2.43%) User Experience
8 11 (2.05%) CESG
8 11 (2.05%) EFT
9 10 (1.87%) EPoS
10 9 (1.68%) Algorithms
10 9 (1.68%) PKI
11 6 (1.12%) Blog
11 6 (1.12%) Private Cloud
11 6 (1.12%) Virtual Team
12 5 (0.93%) Client/Server
12 5 (0.93%) Digital Currency
12 5 (0.93%) Mainframe
Operating Systems
1 57 (10.63%) Windows
2 56 (10.45%) Linux
3 22 (4.10%) Windows Server
4 11 (2.05%) Windows Server 2008
5 9 (1.68%) Unix
6 8 (1.49%) Windows Server 2012
7 7 (1.31%) Android
7 7 (1.31%) Windows 7
7 7 (1.31%) Windows 8
8 5 (0.93%) Ubuntu
8 5 (0.93%) Windows 10
9 4 (0.75%) Red Hat Enterprise Linux
10 3 (0.56%) Apple iOS
10 3 (0.56%) CentOS
11 2 (0.37%) DC/OS
12 1 (0.19%) Mac OS
Processes & Methodologies
1 241 (44.96%) Problem-Solving
2 139 (25.93%) Agile Software Development
3 77 (14.37%) ITIL
4 69 (12.87%) Project Management
5 64 (11.94%) Analytics
6 60 (11.19%) Service Management
7 57 (10.63%) Change Management
8 55 (10.26%) Logistics
9 44 (8.21%) Stakeholder Management
10 40 (7.46%) Data Analysis
11 39 (7.28%) Business Intelligence
12 37 (6.90%) Incident Management
13 35 (6.53%) PRINCE2
13 35 (6.53%) Scrum
14 34 (6.34%) Analytical Thinking
14 34 (6.34%) Cybersecurity
15 33 (6.16%) CRM
16 32 (5.97%) Mathematics
16 32 (5.97%) Product Management
17 31 (5.78%) Problem Management
Programming Languages
1 124 (23.13%) SQL
2 83 (15.49%) Java
3 74 (13.81%) JavaScript
4 49 (9.14%) Python
5 44 (8.21%) C#
6 19 (3.54%) C
7 18 (3.36%) T-SQL
8 12 (2.24%) R
9 9 (1.68%) Shell Script
10 8 (1.49%) TypeScript
11 7 (1.31%) C++
12 6 (1.12%) Java 8
12 6 (1.12%) PHP
12 6 (1.12%) Scala
13 5 (0.93%) Erlang
13 5 (0.93%) Go
13 5 (0.93%) VB.NET
14 4 (0.75%) VBA
15 3 (0.56%) PowerShell
16 2 (0.37%) U-SQL
Qualifications
1 119 (22.20%) Degree
2 28 (5.22%) Computer Science Degree
3 25 (4.66%) Security Cleared
4 15 (2.80%) CISSP
4 15 (2.80%) Microsoft Certification
4 15 (2.80%) SC Cleared
5 14 (2.61%) MCSE
6 11 (2.05%) MCITP
7 10 (1.87%) CISM
7 10 (1.87%) ISEB
7 10 (1.87%) ITIL Certification
7 10 (1.87%) Numerate Degree
8 9 (1.68%) DV Cleared
8 9 (1.68%) PMI Certification
8 9 (1.68%) PRINCE2 Practitioner
9 7 (1.31%) CISA
9 7 (1.31%) ISEB Practitioner
10 6 (1.12%) PMP
11 5 (0.93%) Analytics IQ
11 5 (0.93%) SSCP
Quality Assurance & Compliance
1 31 (5.78%) QA
2 19 (3.54%) Data Quality
3 17 (3.17%) PMO
4 16 (2.99%) GDPR
4 16 (2.99%) SLA
5 10 (1.87%) PCI DSS
6 4 (0.75%) GPG13
6 4 (0.75%) ISO/IEC 27001
7 2 (0.37%) HMG Security Policy Framework
7 2 (0.37%) P3O
8 1 (0.19%) COBIT
8 1 (0.19%) IFRS
8 1 (0.19%) ISO 9001
8 1 (0.19%) Sarbanes-Oxley
System Software
1 34 (6.34%) Active Directory
2 21 (3.92%) Virtual Machines
3 18 (3.36%) VMware Infrastructure
4 13 (2.43%) HDFS
5 12 (2.24%) Apache Flume
6 11 (2.05%) Docker
7 7 (1.31%) XenDesktop
8 5 (0.93%) Hyper-V
9 4 (0.75%) XenApp
10 3 (0.56%) Firmware
10 3 (0.56%) VMware ESXi
11 2 (0.37%) VirtualBox
11 2 (0.37%) vSphere
12 1 (0.19%) Microsoft App-V
12 1 (0.19%) Microsoft Virtual Server
12 1 (0.19%) Virtual Servers
Systems Management
1 20 (3.73%) Ansible
2 13 (2.43%) Kibana
3 12 (2.24%) Puppet
4 11 (2.05%) Cisco IPCC
5 10 (1.87%) Kubernetes
5 10 (1.87%) Opscode Chef
6 9 (1.68%) Terraform
7 8 (1.49%) SCCM
8 4 (0.75%) Oozie
8 4 (0.75%) Rundeck
8 4 (0.75%) Single Sign-On
9 3 (0.56%) Microsoft Clustering
9 3 (0.56%) Norton AntiVirus
9 3 (0.56%) SCOM
10 2 (0.37%) AirWatch
10 2 (0.37%) Docker Swarm
10 2 (0.37%) Failover Clustering
10 2 (0.37%) NetBackup
10 2 (0.37%) Packer
10 2 (0.37%) vCenter Server
Vendors
1 98 (18.28%) Microsoft
2 32 (5.97%) VMware
3 30 (5.60%) Tableau
4 29 (5.41%) Oracle
5 22 (4.10%) Cisco
6 20 (3.73%) Salesforce.com
7 18 (3.36%) Citrix
8 16 (2.99%) ServiceNow
9 15 (2.80%) HP
10 13 (2.43%) Aruba
10 13 (2.43%) Atlassian
10 13 (2.43%) SolarWinds
11 12 (2.24%) SAP
12 11 (2.05%) Google
12 11 (2.05%) Riverbed
12 11 (2.05%) Zscaler
13 10 (1.87%) BMC
13 10 (1.87%) Qualys
14 9 (1.68%) Hortonworks
15 7 (1.31%) Trend Micro