Period
to 16 August 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 16 August 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
Berkshire > Reading
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 21 24 44
Rank change year-on-year +3 +20 -18
Permanent jobs citing Analytical Skills 203 191 206
As % of all permanent IT jobs advertised in Reading 8.71% 7.85% 5.69%
As % of the Miscellaneous category 24.20% 19.49% 13.16%
Number of salaries quoted 175 154 155
Reading median annual salary £50,000 £40,000 £47,500
Median salary % change year-on-year +25.00% -15.79% +5.56%
10th Percentile £22,500 £26,913 £29,000
90th Percentile £62,500 £63,750 £70,750
Berkshire median annual salary £50,000 £45,000 £47,500
% change year-on-year +11.11% -5.26% -5.00%

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 839 980 1,565
As % of all permanent IT jobs advertised in Reading 35.99% 40.26% 43.20%
Number of salaries quoted 721 763 1,205
Reading median annual salary £50,000 £47,500 £50,000
Median salary % change year-on-year +5.26% -5.00% +5.26%
10th Percentile £27,500 £27,500 £31,250
90th Percentile £72,500 £70,000 £71,250
Berkshire median annual salary £52,500 £50,000 £50,000
% change year-on-year +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 16 August 2018.

Salary histogram for Analytical Skills in Reading

For the 6 months to 16 August 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 82 (40.39%) Problem-Solving
2 70 (34.48%) SQL
3 49 (24.14%) Degree
4 48 (23.65%) Linux
5 46 (22.66%) Web Services
6 43 (21.18%) Java
7 42 (20.69%) Microsoft
8 41 (20.20%) Node.js
9 40 (19.70%) SQL Server
10 39 (19.21%) Capita
11 37 (18.23%) Data Analysis
12 36 (17.73%) Python
13 35 (17.24%) JavaScript
14 32 (15.76%) Windows
14 32 (15.76%) NoSQL
15 31 (15.27%) Cybersecurity
15 31 (15.27%) C#
16 30 (14.78%) Microsoft Excel
16 30 (14.78%) Agile Software Development
17 29 (14.29%) .NET
17 29 (14.29%) Self-Motivation
18 27 (13.30%) Project Management
18 27 (13.30%) Spring
18 27 (13.30%) Mentoring
18 27 (13.30%) Fintech
19 26 (12.81%) Microsoft Azure
19 26 (12.81%) ITIL
20 25 (12.32%) JMS
20 25 (12.32%) Enterprise Software
21 24 (11.82%) Security Cleared

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 18 (8.87%) Apache Spark
2 13 (6.40%) Elasticsearch
3 4 (1.97%) SharePoint
4 3 (1.48%) IIS
4 3 (1.48%) MS Exchange
4 3 (1.48%) SAS
5 2 (0.99%) Drupal
5 2 (0.99%) Joomla!
5 2 (0.99%) Skype for Business
5 2 (0.99%) WordPress
6 1 (0.49%) Apache
6 1 (0.49%) Exchange Server 2010
6 1 (0.49%) Tomcat
6 1 (0.49%) WebLogic
6 1 (0.49%) WebSphere
Applications
1 30 (14.78%) Microsoft Excel
2 12 (5.91%) Microsoft Office
3 5 (2.46%) Microsoft PowerPoint
4 1 (0.49%) Microsoft Project
4 1 (0.49%) S-PLUS
Business Applications
1 15 (7.39%) Dynamics CRM
2 2 (0.99%) Traffica
3 1 (0.49%) Dynamics AX
3 1 (0.49%) NetSuite
3 1 (0.49%) SAP HCM
3 1 (0.49%) Unit4 Business World
Cloud Services
1 26 (12.81%) Microsoft Azure
2 20 (9.85%) Office 365
3 10 (4.93%) Dynamics 365
4 8 (3.94%) Amazon AWS
5 3 (1.48%) Amazon CloudWatch
5 3 (1.48%) AWS CloudFormation
5 3 (1.48%) Datadog
5 3 (1.48%) Google Cloud Platform
5 3 (1.48%) IaaS
6 2 (0.99%) Cloud Computing
7 1 (0.49%) Azure Active Directory
7 1 (0.49%) SuccessFactors
Communications & Networking
1 6 (2.96%) Wireless
2 5 (2.46%) IP Telephony
2 5 (2.46%) LAN
2 5 (2.46%) WAN
3 4 (1.97%) DNS
3 4 (1.97%) Internet
3 4 (1.97%) Network Security
4 3 (1.48%) DHCP
4 3 (1.48%) Radio Access Network
4 3 (1.48%) VLAN
5 2 (0.99%) ADSL
5 2 (0.99%) Broadband
5 2 (0.99%) Diameter Protocol
5 2 (0.99%) Firewall
5 2 (0.99%) GPRS
5 2 (0.99%) GSM
5 2 (0.99%) Intrusion Detection
5 2 (0.99%) LTE
5 2 (0.99%) TCP/IP
5 2 (0.99%) UMTS
Database & Business Intelligence
1 40 (19.70%) SQL Server
2 32 (15.76%) NoSQL
3 23 (11.33%) Hadoop
4 18 (8.87%) Apache Hive
4 18 (8.87%) HBase
5 16 (7.88%) MongoDB
6 15 (7.39%) Data Warehouse
6 15 (7.39%) Power BI
7 13 (6.40%) Impala
8 8 (3.94%) Big Data
9 6 (2.96%) Crystal Reports
9 6 (2.96%) Relational Database
10 5 (2.46%) SQL Server 2012
10 5 (2.46%) SQL Server 2014
11 3 (1.48%) BusinessObjects
11 3 (1.48%) Data Mining
12 2 (0.99%) SQL Server 2008
12 2 (0.99%) SQL Server Reporting Services
13 1 (0.49%) Azure SQL Database
13 1 (0.49%) SQL Server Integration Services
Development Applications
1 18 (8.87%) Git (software)
2 6 (2.96%) Visual Studio
3 5 (2.46%) Jenkins
4 3 (1.48%) Atlassian Bamboo
4 3 (1.48%) Travis CI
4 3 (1.48%) Vagrant
5 2 (0.99%) Appium
5 2 (0.99%) Cucumber
5 2 (0.99%) Eclipse
5 2 (0.99%) JIRA
5 2 (0.99%) PyCharm
5 2 (0.99%) Robot Framework
5 2 (0.99%) Sahi
5 2 (0.99%) Selenium
5 2 (0.99%) Sikuli
5 2 (0.99%) SoapUI
5 2 (0.99%) SpecFlow
5 2 (0.99%) Subversion
5 2 (0.99%) UI Automator
5 2 (0.99%) WebDriver
General
1 19 (9.36%) Finance
2 12 (5.91%) Telecoms
3 9 (4.43%) Retail
4 6 (2.96%) Financial Institution
5 5 (2.46%) Back Office
5 5 (2.46%) Marketing
6 2 (0.99%) Banking
6 2 (0.99%) Mandarin Language
7 1 (0.49%) Automotive
7 1 (0.49%) French Language
7 1 (0.49%) Games
7 1 (0.49%) German Language
7 1 (0.49%) Italian Language
7 1 (0.49%) Legal
7 1 (0.49%) Manufacturing
7 1 (0.49%) Pharmaceutical
Job Titles
1 56 (27.59%) Developer
2 47 (23.15%) Analyst
3 27 (13.30%) Java Developer
3 27 (13.30%) Java Developer - Fintech
4 25 (12.32%) Linux Developer
5 22 (10.84%) .NET Developer
6 14 (6.90%) Data Analyst
7 12 (5.91%) Senior Developer
8 11 (5.42%) DevOps Engineer
8 11 (5.42%) Head of Technology
8 11 (5.42%) Senior .NET Developer
9 9 (4.43%) Consultant
9 9 (4.43%) JavaScript Developer
9 9 (4.43%) Security Engineer
10 8 (3.94%) Big Data Engineer
10 8 (3.94%) Cybersecurity Engineer
10 8 (3.94%) Graduate
10 8 (3.94%) Hadoop Engineer
10 8 (3.94%) Linux Engineer
11 7 (3.45%) Senior Manager
Libraries, Frameworks & Software Standards
1 46 (22.66%) Web Services
2 41 (20.20%) Node.js
3 29 (14.29%) .NET
4 27 (13.30%) Spring
5 25 (12.32%) JMS
6 22 (10.84%) ASP.NET
6 22 (10.84%) HTML
7 21 (10.34%) .NET Framework
7 21 (10.34%) jQuery
7 21 (10.34%) WCF
8 20 (9.85%) CSS
9 16 (7.88%) ASP.NET MVC
9 16 (7.88%) Vue.js
10 5 (2.46%) Entity Framework
10 5 (2.46%) Kafka
10 5 (2.46%) LINQ
10 5 (2.46%) TensorFlow
10 5 (2.46%) WF
10 5 (2.46%) WPF
10 5 (2.46%) XML
Miscellaneous
1 29 (14.29%) Self-Motivation
2 27 (13.30%) Fintech
3 25 (12.32%) Enterprise Software
4 18 (8.87%) Computer Science
5 8 (3.94%) Management Information System
6 6 (2.96%) Blog
7 5 (2.46%) Client/Server
7 5 (2.46%) Digital Currency
8 3 (1.48%) Handset
8 3 (1.48%) Linux Command Line
8 3 (1.48%) PMI
8 3 (1.48%) Public Cloud
8 3 (1.48%) User Experience
9 2 (0.99%) Clustering
9 2 (0.99%) Fat Client
9 2 (0.99%) Hybrid Cloud
9 2 (0.99%) Smart Meter
9 2 (0.99%) Thin Client
9 2 (0.99%) Virtual Team
9 2 (0.99%) W3C
Operating Systems
1 48 (23.65%) Linux
2 32 (15.76%) Windows
3 11 (5.42%) Windows Server
4 7 (3.45%) Unix
5 3 (1.48%) CentOS
5 3 (1.48%) DC/OS
5 3 (1.48%) Red Hat Enterprise Linux
5 3 (1.48%) Ubuntu
5 3 (1.48%) Windows Server 2008
6 2 (0.99%) Android
6 2 (0.99%) Windows 10
6 2 (0.99%) Windows 7
6 2 (0.99%) Windows 8
7 1 (0.49%) Mac OS
Processes & Methodologies
1 82 (40.39%) Problem-Solving
2 37 (18.23%) Data Analysis
3 31 (15.27%) Cybersecurity
4 30 (14.78%) Agile Software Development
5 27 (13.30%) Mentoring
5 27 (13.30%) Project Management
6 26 (12.81%) ITIL
7 21 (10.34%) Analytics
7 21 (10.34%) Unit Testing
8 20 (9.85%) CRM
9 18 (8.87%) DevOps
9 18 (8.87%) Visualisation
10 17 (8.37%) Analytical Thinking
11 16 (7.88%) Configuration Management
11 16 (7.88%) MVC
12 15 (7.39%) Release Management
12 15 (7.39%) Service Delivery
13 13 (6.40%) Integration Testing
13 13 (6.40%) Low Latency
13 13 (6.40%) Time Management
Programming Languages
1 70 (34.48%) SQL
2 43 (21.18%) Java
3 36 (17.73%) Python
4 35 (17.24%) JavaScript
5 31 (15.27%) C#
6 18 (8.87%) C
7 10 (4.93%) C++
8 6 (2.96%) VBA
9 5 (2.46%) Erlang
9 5 (2.46%) Go
9 5 (2.46%) R
9 5 (2.46%) Scala
10 3 (1.48%) PHP
11 2 (0.99%) T-SQL
12 1 (0.49%) Shell Script
12 1 (0.49%) X++
Qualifications
1 49 (24.14%) Degree
2 24 (11.82%) Security Cleared
3 13 (6.40%) DV Cleared
4 8 (3.94%) SC Cleared
5 7 (3.45%) ITIL Certification
6 3 (1.48%) CCNA
6 3 (1.48%) Cisco Certification
6 3 (1.48%) CISSP
6 3 (1.48%) Computer Science Degree
6 3 (1.48%) PMI Certification
7 2 (0.99%) CESG Certified Professional
7 2 (0.99%) CISM
7 2 (0.99%) CREST Certified
7 2 (0.99%) ISTQB
7 2 (0.99%) Microsoft Certification
7 2 (0.99%) TOGAF Certification
8 1 (0.49%) CISA
8 1 (0.49%) CWNA
8 1 (0.49%) ITIL Foundation Certificate
8 1 (0.49%) MBA
Quality Assurance & Compliance
1 5 (2.46%) QA
1 5 (2.46%) SLA
2 3 (1.48%) Data Quality
3 2 (0.99%) HMG Security Policy Framework
3 2 (0.99%) ISO/IEC 27001
3 2 (0.99%) PCI DSS
4 1 (0.49%) PMO
System Software
1 17 (8.37%) Virtual Machines
2 13 (6.40%) Apache Flume
2 13 (6.40%) HDFS
3 10 (4.93%) Active Directory
4 6 (2.96%) VMware Infrastructure
5 3 (1.48%) Docker
5 3 (1.48%) Firmware
5 3 (1.48%) Hyper-V
5 3 (1.48%) VirtualBox
5 3 (1.48%) XenDesktop
Systems Management
1 16 (7.88%) Puppet
2 13 (6.40%) Kibana
3 4 (1.97%) Ansible
3 4 (1.97%) Terraform
4 3 (1.48%) Docker Swarm
4 3 (1.48%) Kubernetes
4 3 (1.48%) Opscode Chef
4 3 (1.48%) Packer
4 3 (1.48%) SCCM
5 2 (0.99%) HP ALM
5 2 (0.99%) Microsoft Intune
5 2 (0.99%) Netcool
5 2 (0.99%) NSN NetAct
6 1 (0.49%) BMC PATROL
6 1 (0.49%) Microsoft Clustering
6 1 (0.49%) Symantec Enterprise Vault
Vendors
1 42 (20.69%) Microsoft
2 39 (19.21%) Capita
3 13 (6.40%) Atlassian
4 9 (4.43%) Salesforce.com
5 6 (2.96%) HP
5 6 (2.96%) VMware
6 5 (2.46%) Citrix
7 4 (1.97%) Google
8 3 (1.48%) Cisco
8 3 (1.48%) New Relic
8 3 (1.48%) Splunk
9 2 (0.99%) Avaya
9 2 (0.99%) Oracle
9 2 (0.99%) Symantec
9 2 (0.99%) Tableau
10 1 (0.49%) Dell
10 1 (0.49%) JD Edwards
10 1 (0.49%) Proofpoint
10 1 (0.49%) SAP
10 1 (0.49%) Unisys