Period
to 18 January 2019

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 18 January 2019 with a comparison to the same period over the previous 2 years.

Analytical Skills
South East > Berkshire
6 months to
18 Jan 2019
Same period 2018 Same period 2017
Rank 26 23 26
Rank change year-on-year -3 +3 -3
Permanent jobs citing Analytical Skills 445 519 608
As % of all permanent IT jobs advertised in Berkshire 7.81% 7.93% 7.70%
As % of the Miscellaneous category 19.57% 21.11% 19.82%
Number of salaries quoted 353 339 415
Berkshire median annual salary £47,500 £42,500 £50,000
Median salary % change year-on-year +11.76% -15.00% +11.11%
10th Percentile £30,000 £27,500 £29,250
90th Percentile £67,500 £70,050 £68,400
South East median annual salary £45,000 £43,000 £42,500
% change year-on-year +4.65% +1.18% -

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 2,274 2,458 3,068
As % of all permanent IT jobs advertised in Berkshire 39.93% 37.57% 38.86%
Number of salaries quoted 1,694 1,868 2,321
Berkshire median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - -
10th Percentile £28,750 £28,500 £30,000
90th Percentile £77,125 £75,000 £76,250
South East median annual salary £48,500 £45,000 £45,000
% change year-on-year +7.78% - -

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 18 January 2019.

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 18 January 2019. 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 -6 165 £45,000 +12.50% 26
Maidenhead -11 76 £50,000 +42.86% 11
Newbury +24 50 £45,000 -2.17% 6
Slough -11 48 £52,000 +9.47% 10
Bracknell +14 45 £49,500 -19.18% 5
Windsor +10 11 £42,500 +6.25% 2
Wokingham +5 11 £37,500 -8.54% 5
Thatcham - 1 £34,500 -
Analytical Skills
South East

For the 6 months to 18 January 2019, 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.

1 210 (47.19%) Problem-Solving
2 103 (23.15%) Agile Software Development
3 91 (20.45%) Degree
4 89 (20.00%) SQL Server
5 81 (18.20%) SQL
6 79 (17.75%) Microsoft
7 68 (15.28%) Finance
8 66 (14.83%) Analytics
9 59 (13.26%) Marketing
10 57 (12.81%) JavaScript
11 56 (12.58%) Java
11 56 (12.58%) Self-Motivation
12 52 (11.69%) Microsoft Azure
13 50 (11.24%) Customer Requirements
13 50 (11.24%) Product Management
14 49 (11.01%) ITIL
14 49 (11.01%) Presales
15 48 (10.79%) Project Management
16 47 (10.56%) Stakeholder Management
17 45 (10.11%) HTML
18 43 (9.66%) Service Management
19 42 (9.44%) Vulnerability Management
20 40 (8.99%) CSS
20 40 (8.99%) Web Services
20 40 (8.99%) Python
20 40 (8.99%) Business Intelligence
21 39 (8.76%) .NET
22 38 (8.54%) C#
22 38 (8.54%) Logistics
23 35 (7.87%) Git (software)

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 18 (4.04%) SharePoint
2 15 (3.37%) Tomcat
3 13 (2.92%) Apache Spark
3 13 (2.92%) Skype for Business
4 9 (2.02%) Elasticsearch
5 8 (1.80%) IIS
5 8 (1.80%) Oracle Workflow
5 8 (1.80%) WebLogic
6 6 (1.35%) Confluence
7 5 (1.12%) Alfresco
7 5 (1.12%) Apache Pig
7 5 (1.12%) WebSphere
8 4 (0.90%) SAS
9 3 (0.67%) Apache
9 3 (0.67%) CMS
9 3 (0.67%) WebLogic Portal
10 2 (0.45%) Sitecore CMS
11 1 (0.22%) Mendix
11 1 (0.22%) Oracle SOA Suite
Applications
1 35 (7.87%) Microsoft Excel
2 18 (4.04%) Microsoft Office
3 13 (2.92%) Microsoft PowerPoint
4 8 (1.80%) MS Visio
5 4 (0.90%) AutoCAD
5 4 (0.90%) Spreadsheet
6 3 (0.67%) Photoshop
7 2 (0.45%) SPSS
7 2 (0.45%) UXPin
Business Applications
1 4 (0.90%) Dynamics AX
1 4 (0.90%) Dynamics CRM
2 2 (0.45%) Dynamics NAV
2 2 (0.45%) Oracle Retail
2 2 (0.45%) SAP HCM
2 2 (0.45%) SAP HR
3 1 (0.22%) JDE EnterpriseOne
3 1 (0.22%) JDE OneWorld
3 1 (0.22%) Oracle BPM
3 1 (0.22%) Remedy ITSM
Cloud Services
1 52 (11.69%) Microsoft Azure
2 33 (7.42%) Amazon AWS
3 21 (4.72%) SaaS
4 17 (3.82%) Office 365
5 12 (2.70%) PaaS
6 11 (2.47%) IaaS
7 8 (1.80%) Azure Data Factory
7 8 (1.80%) Google Cloud Platform
7 8 (1.80%) OneDrive
8 7 (1.57%) Cloud Computing
9 5 (1.12%) AdWords
9 5 (1.12%) Google Analytics
9 5 (1.12%) Google Tag Manager
10 4 (0.90%) Amazon EC2
10 4 (0.90%) Amazon EMR
10 4 (0.90%) GitHub
11 3 (0.67%) Amazon CloudWatch
11 3 (0.67%) AWS CloudFormation
11 3 (0.67%) Azure Active Directory
11 3 (0.67%) Datadog
Communications & Networking
1 26 (5.84%) Firewall
2 17 (3.82%) Intrusion Detection
3 16 (3.60%) DNS
4 13 (2.92%) TCP/IP
5 11 (2.47%) Wireless
6 10 (2.25%) LAN
6 10 (2.25%) WAN
7 9 (2.02%) Skype
7 9 (2.02%) Wi-Fi
8 8 (1.80%) VoIP
9 7 (1.57%) Internet
10 6 (1.35%) DHCP
11 5 (1.12%) Network Security
11 5 (1.12%) PPP
12 4 (0.90%) HTTP
13 3 (0.67%) IP Telephony
13 3 (0.67%) Wireshark
14 2 (0.45%) SAN
14 2 (0.45%) VPN
14 2 (0.45%) WLAN
Database & Business Intelligence
1 89 (20.00%) SQL Server
2 26 (5.84%) Big Data
3 24 (5.39%) SQL Server Integration Services
4 20 (4.49%) SQL Server Reporting Services
5 19 (4.27%) Data Warehouse
5 19 (4.27%) MongoDB
5 19 (4.27%) NoSQL
6 18 (4.04%) MySQL
7 17 (3.82%) Power BI
8 16 (3.60%) Relational Database
9 15 (3.37%) PostgreSQL
9 15 (3.37%) QlikView
9 15 (3.37%) SQL Server 2008
10 9 (2.02%) Data Lake
10 9 (2.02%) Hadoop
11 8 (1.80%) Data Mining
11 8 (1.80%) RDBMS
11 8 (1.80%) SQL Server Analysis Services
12 7 (1.57%) Apache Hive
13 6 (1.35%) HBase
Development Applications
1 35 (7.87%) Git (software)
2 17 (3.82%) Subversion
3 16 (3.60%) Jenkins
4 14 (3.15%) Eclipse
5 12 (2.70%) Team Foundation Server
6 11 (2.47%) JIRA
7 8 (1.80%) ReSharper
7 8 (1.80%) Selenium
8 7 (1.57%) Cucumber
8 7 (1.57%) WebDriver
9 5 (1.12%) Appium
9 5 (1.12%) IntelliJ
9 5 (1.12%) Maven
9 5 (1.12%) PyCharm
9 5 (1.12%) Robot Framework
9 5 (1.12%) Sahi
9 5 (1.12%) Sikuli
9 5 (1.12%) SpecFlow
9 5 (1.12%) UI Automator
9 5 (1.12%) Visual Studio
General
1 68 (15.28%) Finance
2 59 (13.26%) Marketing
3 34 (7.64%) Legal
4 17 (3.82%) Telecoms
5 11 (2.47%) Law
6 10 (2.25%) Retail
7 8 (1.80%) Automotive
7 8 (1.80%) Banking
8 6 (1.35%) Electronics
9 4 (0.90%) Publishing
10 3 (0.67%) Billing
11 2 (0.45%) Manufacturing
12 1 (0.22%) Advertising
12 1 (0.22%) Back Office
12 1 (0.22%) Brand Awareness
12 1 (0.22%) German Language
12 1 (0.22%) Mandarin Language
Job Titles
1 139 (31.24%) Analyst
2 79 (17.75%) Developer
3 35 (7.87%) Account Manager
4 33 (7.42%) Business Analyst
5 31 (6.97%) Technical Manager
6 30 (6.74%) Technical Account Manager
7 23 (5.17%) Sales Account Manager
7 23 (5.17%) Sales Manager
8 20 (4.49%) Information Analyst
8 20 (4.49%) Information Security Analyst
8 20 (4.49%) Security Analyst
9 19 (4.27%) .NET Developer
9 19 (4.27%) Data Analyst
10 18 (4.04%) Post-Sales Manager
10 18 (4.04%) Senior Developer
10 18 (4.04%) Technical Sales Manager
11 15 (3.37%) Architect
11 15 (3.37%) Graduate
12 13 (2.92%) Project Manager
12 13 (2.92%) Tester
Libraries, Frameworks & Software Standards
1 45 (10.11%) HTML
2 40 (8.99%) CSS
2 40 (8.99%) Web Services
3 39 (8.76%) .NET
4 34 (7.64%) jQuery
5 29 (6.52%) XML
6 25 (5.62%) ASP.NET
6 25 (5.62%) Node.js
7 24 (5.39%) React
8 23 (5.17%) .NET Framework
9 21 (4.72%) WCF
10 20 (4.49%) ASP.NET MVC
11 15 (3.37%) AngularJS
11 15 (3.37%) Spring
11 15 (3.37%) Vue.js
12 14 (3.15%) Twitter Bootstrap
13 12 (2.70%) SOAP
14 11 (2.47%) HTML5
14 11 (2.47%) JMS
15 10 (2.25%) J2EE
Miscellaneous
1 56 (12.58%) Self-Motivation
2 26 (5.84%) Management Information System
3 22 (4.94%) Data Centre
4 16 (3.60%) Enterprise Software
5 13 (2.92%) Fintech
5 13 (2.92%) User Experience
6 11 (2.47%) PKI
7 10 (2.25%) Analytical Mindset
8 8 (1.80%) Handset
9 7 (1.57%) Replication
10 6 (1.35%) Algorithms
10 6 (1.35%) PMI
11 5 (1.12%) Driving Licence
11 5 (1.12%) EPoS
11 5 (1.12%) Mainframe
12 4 (0.90%) Data Structures
12 4 (0.90%) Social Media
13 3 (0.67%) Hybrid Cloud
13 3 (0.67%) Mobile Computing
13 3 (0.67%) Security Operations Centre
Operating Systems
1 34 (7.64%) Linux
2 29 (6.52%) Windows
3 9 (2.02%) Windows Server
4 8 (1.80%) Windows Server 2008
5 7 (1.57%) Android
6 6 (1.35%) Ubuntu
6 6 (1.35%) Windows Server 2012
7 5 (1.12%) Red Hat Enterprise Linux
7 5 (1.12%) Unix
8 4 (0.90%) CentOS
9 3 (0.67%) Apple iOS
9 3 (0.67%) DC/OS
10 2 (0.45%) Windows 7
10 2 (0.45%) Windows 8
11 1 (0.22%) Windows 10
Processes & Methodologies
1 210 (47.19%) Problem-Solving
2 103 (23.15%) Agile Software Development
3 66 (14.83%) Analytics
4 50 (11.24%) Customer Requirements
4 50 (11.24%) Product Management
5 49 (11.01%) ITIL
5 49 (11.01%) Presales
6 48 (10.79%) Project Management
7 47 (10.56%) Stakeholder Management
8 43 (9.66%) Service Management
9 42 (9.44%) Vulnerability Management
10 40 (8.99%) Business Intelligence
11 38 (8.54%) Logistics
12 32 (7.19%) Data Modelling
13 31 (6.97%) Information Security
14 29 (6.52%) Mathematics
14 29 (6.52%) SIEM
15 28 (6.29%) Scrum
16 27 (6.07%) CRM
16 27 (6.07%) PRINCE2
Programming Languages
1 81 (18.20%) SQL
2 57 (12.81%) JavaScript
3 56 (12.58%) Java
4 40 (8.99%) Python
5 38 (8.54%) C#
6 9 (2.02%) C
6 9 (2.02%) R
6 9 (2.02%) Shell Script
6 9 (2.02%) T-SQL
7 6 (1.35%) Scala
8 4 (0.90%) Java 8
8 4 (0.90%) PL/SQL
9 3 (0.67%) Bash Shell
9 3 (0.67%) PHP
9 3 (0.67%) VB.NET
10 2 (0.45%) PowerShell
10 2 (0.45%) SAS Macro
10 2 (0.45%) U-SQL
10 2 (0.45%) VB
11 1 (0.22%) X++
Qualifications
1 91 (20.45%) Degree
2 19 (4.27%) Computer Science Degree
3 15 (3.37%) ISEB
4 14 (3.15%) Security Cleared
5 11 (2.47%) ISEB Practitioner
5 11 (2.47%) PRINCE2 Practitioner
5 11 (2.47%) SC Cleared
6 10 (2.25%) CISSP
6 10 (2.25%) Numerate Degree
7 8 (1.80%) PMI Certification
8 6 (1.35%) CISA
9 5 (1.12%) Analytics IQ
9 5 (1.12%) CISM
9 5 (1.12%) ITIL Certification
9 5 (1.12%) MBA
9 5 (1.12%) SSCP
10 4 (0.90%) Cisco Certification
10 4 (0.90%) Master's Degree
10 4 (0.90%) Microsoft Certification
10 4 (0.90%) SANS
Quality Assurance & Compliance
1 28 (6.29%) QA
2 24 (5.39%) GDPR
3 14 (3.15%) PCI DSS
4 13 (2.92%) Data Quality
5 9 (2.02%) SLA
6 5 (1.12%) PMO
7 4 (0.90%) GPG13
8 3 (0.67%) ISO/IEC 27001
9 2 (0.45%) ISO 9001
10 1 (0.22%) COBIT
10 1 (0.22%) GAAP
10 1 (0.22%) IFRS
System Software
1 11 (2.47%) Docker
1 11 (2.47%) Virtual Machines
2 10 (2.25%) Active Directory
3 8 (1.80%) VMware Infrastructure
4 7 (1.57%) HDFS
5 6 (1.35%) Apache Flume
5 6 (1.35%) Hyper-V
6 4 (0.90%) Firmware
6 4 (0.90%) XenDesktop
7 3 (0.67%) VirtualBox
8 1 (0.22%) Microsoft Virtual Server
8 1 (0.22%) Virtual Servers
8 1 (0.22%) VMware ESXi
8 1 (0.22%) vSphere
8 1 (0.22%) XenApp
Systems Management
1 10 (2.25%) Ansible
2 9 (2.02%) Kubernetes
3 8 (1.80%) Terraform
4 7 (1.57%) SCCM
4 7 (1.57%) SCOM
5 6 (1.35%) Cisco IPCC
5 6 (1.35%) Kibana
5 6 (1.35%) Puppet
6 5 (1.12%) Single Sign-On
7 4 (0.90%) Oozie
7 4 (0.90%) Opscode Chef
7 4 (0.90%) Rundeck
8 3 (0.67%) Docker Swarm
8 3 (0.67%) Packer
9 2 (0.45%) AirWatch
10 1 (0.22%) FortiGate
10 1 (0.22%) Graphite
10 1 (0.22%) Host Intrusion Detection System
10 1 (0.22%) SCOrch
10 1 (0.22%) vCenter Server
Vendors
1 79 (17.75%) Microsoft
2 33 (7.42%) Oracle
3 24 (5.39%) Tableau
4 22 (4.94%) Salesforce.com
5 20 (4.49%) VMware
6 18 (4.04%) Qualys
7 13 (2.92%) Cisco
8 10 (2.25%) Google
8 10 (2.25%) McAfee
8 10 (2.25%) Trend Micro
9 9 (2.02%) Aruba
9 9 (2.02%) Citrix
9 9 (2.02%) Hortonworks
9 9 (2.02%) HP
9 9 (2.02%) ServiceNow
10 8 (1.80%) SolarWinds
11 6 (1.35%) BMC
11 6 (1.35%) Cloudera
11 6 (1.35%) Riverbed
11 6 (1.35%) Zscaler