Period
to 21 October 2018

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Reading. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 21 October 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
Berkshire > Reading
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 24 20 38
Rank change year-on-year -4 +18 -12
Permanent jobs citing Analytical Skills 190 215 225
As % of all permanent IT jobs advertised in Reading 8.58% 9.40% 6.49%
As % of the Miscellaneous category 21.84% 22.61% 15.01%
Number of salaries quoted 156 176 143
Reading median annual salary £50,000 £40,000 £50,000
Median salary % change year-on-year +25.00% -20.00% +5.26%
10th Percentile £26,250 £28,500 £29,000
90th Percentile £65,000 £64,375 £71,200
Berkshire median annual salary £50,000 £42,500 £50,000
% change year-on-year +17.65% -15.00% +2.04%

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 Reading with a requirement for generic IT skills.

All Generic IT Skills
Reading
Permanent vacancies with a requirement for generic IT skills 870 951 1,499
As % of all permanent IT jobs advertised in Reading 39.30% 41.56% 43.24%
Number of salaries quoted 742 775 1,070
Reading median annual salary £50,000 £47,500 £50,000
Median salary % change year-on-year +5.26% -5.00% +11.11%
10th Percentile £27,500 £28,050 £29,000
90th Percentile £73,750 £70,000 £72,500
Berkshire median annual salary £52,500 £47,500 £50,000
% change year-on-year +10.53% -5.00% -

Analytical Skills
Job Vacancy Trend in Reading

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

Job vacancy trend for Analytical Skills in Reading

Analytical Skills
Salary Trend in Reading

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

Salary trend for Analytical Skills in Reading

Analytical Skills
Salary Histogram in Reading

The salary distribution of IT jobs citing Analytical Skills in Reading over the 6 months to 21 October 2018.

Salary histogram for Analytical Skills in Reading

For the 6 months to 21 October 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 Reading region with a requirement for Analytical Skills.

1 78 (41.05%) Problem-Solving
2 66 (34.74%) SQL
3 54 (28.42%) Linux
4 51 (26.84%) Microsoft
5 48 (25.26%) Java
6 44 (23.16%) SQL Server
6 44 (23.16%) Web Services
7 41 (21.58%) Degree
8 38 (20.00%) Node.js
9 37 (19.47%) NoSQL
9 37 (19.47%) Python
10 36 (18.95%) Agile Software Development
11 35 (18.42%) Microsoft Azure
12 33 (17.37%) Windows
12 33 (17.37%) JavaScript
13 31 (16.32%) Cybersecurity
14 29 (15.26%) C#
15 28 (14.74%) Data Analysis
16 27 (14.21%) Enterprise Software
17 26 (13.68%) Fintech
17 26 (13.68%) Spring
17 26 (13.68%) JMS
18 25 (13.16%) .NET
18 25 (13.16%) CRM
18 25 (13.16%) Analytics
19 24 (12.63%) DevOps
20 23 (12.11%) Data Warehouse
21 22 (11.58%) HTML
21 22 (11.58%) Project Management
21 22 (11.58%) Computer Science

Analytical Skills
Co-occurring IT Skills in Reading 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 20 (10.53%) Apache Spark
2 16 (8.42%) Elasticsearch
3 7 (3.68%) SharePoint
4 4 (2.11%) Apache Pig
4 4 (2.11%) Skype for Business
5 2 (1.05%) Drupal
5 2 (1.05%) Joomla!
5 2 (1.05%) WordPress
6 1 (0.53%) CMS
Applications
1 16 (8.42%) Microsoft Excel
2 13 (6.84%) Microsoft Office
3 3 (1.58%) Microsoft PowerPoint
4 2 (1.05%) MS Visio
5 1 (0.53%) Photoshop
Business Applications
1 16 (8.42%) Dynamics CRM
2 2 (1.05%) Dynamics AX
3 1 (0.53%) NetSuite
3 1 (0.53%) Oracle Retail
3 1 (0.53%) Unit4 Business World
Cloud Services
1 35 (18.42%) Microsoft Azure
2 21 (11.05%) Office 365
3 11 (5.79%) Amazon AWS
4 9 (4.74%) Dynamics 365
5 6 (3.16%) Azure Data Factory
5 6 (3.16%) Cloud Computing
6 4 (2.11%) Amazon EC2
6 4 (2.11%) Amazon EMR
6 4 (2.11%) GitHub
7 2 (1.05%) Amazon CloudWatch
7 2 (1.05%) AWS CloudFormation
7 2 (1.05%) Datadog
7 2 (1.05%) Google Cloud Platform
7 2 (1.05%) IaaS
8 1 (0.53%) SaaS
Communications & Networking
1 8 (4.21%) DNS
2 5 (2.63%) Firewall
3 4 (2.11%) HTTP
4 3 (1.58%) DHCP
4 3 (1.58%) Intrusion Detection
4 3 (1.58%) IP Telephony
4 3 (1.58%) LAN
4 3 (1.58%) Network Security
4 3 (1.58%) WAN
4 3 (1.58%) Wireless
5 2 (1.05%) Internet
6 1 (0.53%) Diameter Protocol
6 1 (0.53%) Radio Access Network
6 1 (0.53%) Unified Communications
Database & Business Intelligence
1 44 (23.16%) SQL Server
2 37 (19.47%) NoSQL
3 23 (12.11%) Data Warehouse
4 21 (11.05%) Hadoop
5 18 (9.47%) Power BI
6 17 (8.95%) Big Data
7 16 (8.42%) Apache Hive
7 16 (8.42%) HBase
7 16 (8.42%) MongoDB
8 12 (6.32%) Impala
9 11 (5.79%) SQL Server Integration Services
10 8 (4.21%) SQL Server Reporting Services
11 6 (3.16%) Data Lake
11 6 (3.16%) SQL Server Analysis Services
12 5 (2.63%) QlikView
12 5 (2.63%) Relational Database
12 5 (2.63%) SQL Server 2012
12 5 (2.63%) SQL Server 2014
13 4 (2.11%) MySQL
13 4 (2.11%) RDBMS
Development Applications
1 20 (10.53%) Git (software)
2 10 (5.26%) Jenkins
3 8 (4.21%) Eclipse
3 8 (4.21%) Subversion
3 8 (4.21%) Visual Studio
4 6 (3.16%) JIRA
5 4 (2.11%) Appium
5 4 (2.11%) Cucumber
5 4 (2.11%) PyCharm
5 4 (2.11%) Robot Framework
5 4 (2.11%) Sahi
5 4 (2.11%) Selenium
5 4 (2.11%) Sikuli
5 4 (2.11%) SpecFlow
5 4 (2.11%) Team Foundation Server
5 4 (2.11%) UI Automator
5 4 (2.11%) WebDriver
6 2 (1.05%) Atlassian Bamboo
6 2 (1.05%) Travis CI
6 2 (1.05%) Vagrant
General
1 19 (10.00%) Finance
2 10 (5.26%) Telecoms
3 7 (3.68%) Retail
4 5 (2.63%) Back Office
4 5 (2.63%) Financial Institution
5 4 (2.11%) Marketing
6 2 (1.05%) Mandarin Language
7 1 (0.53%) Advertising
7 1 (0.53%) Automotive
7 1 (0.53%) Banking
7 1 (0.53%) Billing
7 1 (0.53%) Brand Awareness
7 1 (0.53%) Electronics
7 1 (0.53%) French Language
7 1 (0.53%) Games
7 1 (0.53%) German Language
7 1 (0.53%) Legal
7 1 (0.53%) Manufacturing
7 1 (0.53%) Pharmaceutical
7 1 (0.53%) Publishing
Job Titles
1 58 (30.53%) Developer
2 41 (21.58%) Analyst
3 26 (13.68%) Java Developer
3 26 (13.68%) Java Developer - Fintech
3 26 (13.68%) Linux Developer
4 18 (9.47%) .NET Developer
5 14 (7.37%) Senior Developer
6 11 (5.79%) Head of Technology
7 10 (5.26%) Applications Support
7 10 (5.26%) JavaScript Developer
8 9 (4.74%) DevOps Engineer
8 9 (4.74%) Senior .NET Developer
8 9 (4.74%) Support Engineer
9 8 (4.21%) Data Analyst
9 8 (4.21%) Security Engineer
10 7 (3.68%) Big Data Engineer
10 7 (3.68%) Cybersecurity Engineer
10 7 (3.68%) Hadoop Engineer
11 6 (3.16%) Applications Engineer
11 6 (3.16%) Head of IT
Libraries, Frameworks & Software Standards
1 44 (23.16%) Web Services
2 38 (20.00%) Node.js
3 26 (13.68%) JMS
3 26 (13.68%) Spring
4 25 (13.16%) .NET
5 22 (11.58%) HTML
6 21 (11.05%) jQuery
7 20 (10.53%) CSS
8 18 (9.47%) ASP.NET
9 17 (8.95%) .NET Framework
9 17 (8.95%) WCF
10 13 (6.84%) Kafka
11 12 (6.32%) ASP.NET MVC
11 12 (6.32%) Vue.js
12 9 (4.74%) XML
13 7 (3.68%) React
14 6 (3.16%) RESTful
15 5 (2.63%) LINQ
15 5 (2.63%) WF
15 5 (2.63%) WPF
Miscellaneous
1 27 (14.21%) Enterprise Software
2 26 (13.68%) Fintech
3 22 (11.58%) Computer Science
3 22 (11.58%) Self-Motivation
4 11 (5.79%) Management Information System
5 7 (3.68%) Blog
6 5 (2.63%) Client/Server
6 5 (2.63%) Digital Currency
7 3 (1.58%) Handset
7 3 (1.58%) Public Cloud
7 3 (1.58%) User Experience
8 2 (1.05%) Clustering
8 2 (1.05%) Hybrid Cloud
8 2 (1.05%) Renewable Energy
8 2 (1.05%) Social Media
9 1 (0.53%) Analytical Mindset
9 1 (0.53%) Digital Media
9 1 (0.53%) Linux Command Line
9 1 (0.53%) Mobile App
9 1 (0.53%) Virtual Team
Operating Systems
1 54 (28.42%) Linux
2 33 (17.37%) Windows
3 9 (4.74%) Unix
4 8 (4.21%) Windows Server
5 4 (2.11%) Android
6 2 (1.05%) CentOS
6 2 (1.05%) DC/OS
6 2 (1.05%) Red Hat Enterprise Linux
6 2 (1.05%) Ubuntu
6 2 (1.05%) Windows 10
6 2 (1.05%) Windows 7
6 2 (1.05%) Windows 8
6 2 (1.05%) Windows Server 2008
7 1 (0.53%) Mac OS
Processes & Methodologies
1 78 (41.05%) Problem-Solving
2 36 (18.95%) Agile Software Development
3 31 (16.32%) Cybersecurity
4 28 (14.74%) Data Analysis
5 25 (13.16%) Analytics
5 25 (13.16%) CRM
6 24 (12.63%) DevOps
7 22 (11.58%) Mentoring
7 22 (11.58%) Project Management
8 21 (11.05%) Analytical Thinking
8 21 (11.05%) ITIL
9 20 (10.53%) Visualisation
10 18 (9.47%) Configuration Management
11 17 (8.95%) Unit Testing
12 14 (7.37%) Release Management
13 13 (6.84%) Change Management
13 13 (6.84%) Integration Testing
14 12 (6.32%) Disaster Recovery
14 12 (6.32%) MVC
14 12 (6.32%) Open Source
Programming Languages
1 66 (34.74%) SQL
2 48 (25.26%) Java
3 37 (19.47%) Python
4 33 (17.37%) JavaScript
5 29 (15.26%) C#
6 13 (6.84%) C
7 9 (4.74%) Shell Script
8 5 (2.63%) C++
8 5 (2.63%) Erlang
8 5 (2.63%) Go
8 5 (2.63%) T-SQL
8 5 (2.63%) VBA
9 4 (2.11%) Scala
10 3 (1.58%) PHP
11 2 (1.05%) U-SQL
12 1 (0.53%) X++
Qualifications
1 41 (21.58%) Degree
2 21 (11.05%) Security Cleared
3 12 (6.32%) DV Cleared
4 8 (4.21%) Computer Science Degree
4 8 (4.21%) SC Cleared
5 7 (3.68%) ITIL Certification
6 3 (1.58%) Microsoft Certification
7 2 (1.05%) CESG Certified Professional
7 2 (1.05%) CISM
7 2 (1.05%) CISSP
7 2 (1.05%) CREST Certified
7 2 (1.05%) ISEB
7 2 (1.05%) MBA
7 2 (1.05%) MCSE
7 2 (1.05%) TOGAF Certification
8 1 (0.53%) CCNA
8 1 (0.53%) Cisco Certification
8 1 (0.53%) ISTQB
8 1 (0.53%) Master's Degree
8 1 (0.53%) PMI Certification
Quality Assurance & Compliance
1 8 (4.21%) QA
2 2 (1.05%) HMG Security Policy Framework
2 2 (1.05%) ISO/IEC 27001
3 1 (0.53%) SLA
System Software
1 19 (10.00%) Virtual Machines
2 16 (8.42%) Apache Flume
2 16 (8.42%) HDFS
3 7 (3.68%) Active Directory
4 3 (1.58%) Firmware
4 3 (1.58%) VMware Infrastructure
4 3 (1.58%) XenDesktop
5 2 (1.05%) Docker
5 2 (1.05%) Hyper-V
5 2 (1.05%) VirtualBox
Systems Management
1 16 (8.42%) Kibana
2 14 (7.37%) Puppet
3 7 (3.68%) Ansible
3 7 (3.68%) Terraform
4 6 (3.16%) Kubernetes
5 4 (2.11%) Oozie
5 4 (2.11%) Rundeck
6 2 (1.05%) Docker Swarm
6 2 (1.05%) Opscode Chef
6 2 (1.05%) Packer
6 2 (1.05%) SCCM
7 1 (0.53%) BMC PATROL
7 1 (0.53%) Microsoft Clustering
7 1 (0.53%) Microsoft Intune
7 1 (0.53%) Symantec Enterprise Vault
Vendors
1 51 (26.84%) Microsoft
2 14 (7.37%) Salesforce.com
3 12 (6.32%) Atlassian
3 12 (6.32%) Tableau
4 9 (4.74%) Oracle
5 8 (4.21%) Hortonworks
6 4 (2.11%) Alteryx
6 4 (2.11%) Cloudera
7 3 (1.58%) Citrix
7 3 (1.58%) Google
7 3 (1.58%) VMware
8 2 (1.05%) New Relic
8 2 (1.05%) Splunk
8 2 (1.05%) Symantec
9 1 (0.53%) Adobe
9 1 (0.53%) Apple
9 1 (0.53%) Facebook
9 1 (0.53%) JD Edwards
9 1 (0.53%) Twitter
9 1 (0.53%) Unisys