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

Analytical Skills
Berkshire > Reading
6 months to
22 May 2018
Same period 2017 Same period 2016
Rank 20 30 40
Rank change year-on-year +10 +10 -11
Permanent jobs citing Analytical Skills 206 177 237
As % of all permanent IT jobs advertised in Reading 8.15% 6.96% 6.17%
As % of the Miscellaneous category 24.79% 17.79% 14.08%
Number of salaries quoted 169 124 208
Reading median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -11.11%
10th Percentile £26,250 £26,325 £26,250
90th Percentile £62,500 £63,750 £65,000
Berkshire median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -5.26%

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 831 995 1,683
As % of all permanent IT jobs advertised in Reading 32.88% 39.11% 43.78%
Number of salaries quoted 699 729 1,390
Reading median annual salary £48,514 £50,000 £50,000
Median salary % change year-on-year -2.97% - +3.63%
10th Percentile £27,500 £26,250 £30,000
90th Percentile £74,000 £70,000 £71,250
Berkshire median annual salary £50,000 £50,000 £50,000

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 22 May 2018.

Salary histogram for Analytical Skills in Reading

For the 6 months to 22 May 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 68 (33.01%) Problem-Solving
2 66 (32.04%) SQL
3 60 (29.13%) Microsoft
4 55 (26.70%) Degree
5 53 (25.73%) Capita
6 42 (20.39%) Microsoft Excel
7 38 (18.45%) Web Services
8 37 (17.96%) Linux
8 37 (17.96%) SQL Server
9 35 (16.99%) Java
9 35 (16.99%) Analytics
10 32 (15.53%) Node.js
11 31 (15.05%) Python
12 30 (14.56%) Data Analysis
13 29 (14.08%) ITIL
14 26 (12.62%) JavaScript
14 26 (12.62%) C#
14 26 (12.62%) Marketing
15 25 (12.14%) .NET
15 25 (12.14%) Self-Motivation
16 23 (11.17%) Git (software)
16 23 (11.17%) Security Cleared
17 22 (10.68%) MongoDB
17 22 (10.68%) HTML
17 22 (10.68%) Microsoft Office
17 22 (10.68%) Business Intelligence
17 22 (10.68%) Agile Software Development
18 21 (10.19%) .NET Framework
18 21 (10.19%) CRM
18 21 (10.19%) CSS

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 (9.71%) SAS
2 16 (7.77%) Apache Spark
3 6 (2.91%) MS Exchange
4 5 (2.43%) Apache
4 5 (2.43%) Elasticsearch
4 5 (2.43%) IIS
5 4 (1.94%) SharePoint
6 3 (1.46%) Exchange Server 2010
6 3 (1.46%) Skype for Business
7 1 (0.49%) Tomcat
7 1 (0.49%) WebLogic
7 1 (0.49%) WebSphere
Applications
1 42 (20.39%) Microsoft Excel
2 22 (10.68%) Microsoft Office
3 9 (4.37%) Microsoft PowerPoint
4 1 (0.49%) Adobe Creative Suite
4 1 (0.49%) Adobe Illustrator
4 1 (0.49%) InDesign
4 1 (0.49%) Microsoft Project
4 1 (0.49%) Photoshop
4 1 (0.49%) S-PLUS
Business Applications
1 11 (5.34%) Dynamics CRM
2 2 (0.97%) Dynamics AX
2 2 (0.97%) NetSuite
2 2 (0.97%) Traffica
3 1 (0.49%) SAP HCM
3 1 (0.49%) Unit4 Business World
Cloud Services
1 13 (6.31%) Microsoft Azure
2 7 (3.40%) Office 365
3 5 (2.43%) Amazon AWS
4 3 (1.46%) Amazon CloudWatch
4 3 (1.46%) AWS CloudFormation
4 3 (1.46%) Datadog
4 3 (1.46%) Google Cloud Platform
4 3 (1.46%) IaaS
5 2 (0.97%) Azure Active Directory
6 1 (0.49%) Amazon S3
6 1 (0.49%) Dynamics 365
6 1 (0.49%) SuccessFactors
Communications & Networking
1 13 (6.31%) Firewall
2 12 (5.83%) TCP/IP
3 10 (4.85%) Wireless
4 9 (4.37%) Intrusion Detection
4 9 (4.37%) LAN
5 8 (3.88%) VLAN
5 8 (3.88%) WAN
6 6 (2.91%) DNS
6 6 (2.91%) IP Telephony
7 5 (2.43%) DHCP
7 5 (2.43%) Network Security
8 4 (1.94%) Internet
9 3 (1.46%) Broadband
9 3 (1.46%) Skype
10 2 (0.97%) Cisco ASA
10 2 (0.97%) Diameter Protocol
10 2 (0.97%) GPRS
10 2 (0.97%) GSM
10 2 (0.97%) LTE
10 2 (0.97%) Radio Access Network
Database & Business Intelligence
1 37 (17.96%) SQL Server
2 22 (10.68%) MongoDB
3 17 (8.25%) Hadoop
4 16 (7.77%) Apache Hive
4 16 (7.77%) HBase
5 13 (6.31%) NoSQL
6 10 (4.85%) Relational Database
7 9 (4.37%) Data Warehouse
8 7 (3.40%) Data Mining
9 6 (2.91%) Impala
10 5 (2.43%) Big Data
10 5 (2.43%) Crystal Reports
10 5 (2.43%) SQL Server 2008
11 4 (1.94%) MySQL
11 4 (1.94%) Power BI
11 4 (1.94%) SQL Server Reporting Services
12 3 (1.46%) BusinessObjects
13 2 (0.97%) IBM InfoSphere
13 2 (0.97%) SQL Server Integration Services
14 1 (0.49%) Azure SQL Database
Development Applications
1 23 (11.17%) Git (software)
2 10 (4.85%) SoapUI
3 7 (3.40%) WebDriver
4 5 (2.43%) Jenkins
5 4 (1.94%) JIRA
5 4 (1.94%) JMeter
6 3 (1.46%) Atlassian Bamboo
6 3 (1.46%) Cucumber
6 3 (1.46%) Selenium
6 3 (1.46%) SpecFlow
6 3 (1.46%) Subversion
6 3 (1.46%) Travis CI
6 3 (1.46%) Vagrant
7 2 (0.97%) Appium
7 2 (0.97%) PyCharm
7 2 (0.97%) Robot Framework
7 2 (0.97%) Sahi
7 2 (0.97%) Sikuli
7 2 (0.97%) UI Automator
7 2 (0.97%) Visual Studio
General
1 26 (12.62%) Marketing
2 18 (8.74%) Finance
3 11 (5.34%) Telecoms
4 10 (4.85%) Retail
5 4 (1.94%) Aerospace
5 4 (1.94%) Digital Economy
5 4 (1.94%) Law
6 3 (1.46%) Billing
6 3 (1.46%) Legal
7 2 (0.97%) French Language
7 2 (0.97%) German Language
7 2 (0.97%) Italian Language
7 2 (0.97%) Manufacturing
8 1 (0.49%) Automotive
8 1 (0.49%) Back Office
8 1 (0.49%) Banking
8 1 (0.49%) Financial Institution
8 1 (0.49%) Spanish Language
Job Titles
1 69 (33.50%) Analyst
2 41 (19.90%) Developer
3 21 (10.19%) .NET Developer
4 15 (7.28%) Java Developer
4 15 (7.28%) Security Analyst
5 14 (6.80%) Java Developer - Fintech
6 12 (5.83%) Data Analyst
6 12 (5.83%) Linux Developer
7 10 (4.85%) Analytics Manager
7 10 (4.85%) Business Intelligence Analyst
7 10 (4.85%) Consultant
8 8 (3.88%) Test Analyst
9 7 (3.40%) Business Intelligence Manager
9 7 (3.40%) Junior
9 7 (3.40%) Product Manager
9 7 (3.40%) Senior Developer
10 6 (2.91%) DevOps Engineer
10 6 (2.91%) Senior .NET Developer
10 6 (2.91%) Senior Analytics Manager
10 6 (2.91%) Senior Manager
Libraries, Frameworks & Software Standards
1 38 (18.45%) Web Services
2 32 (15.53%) Node.js
3 25 (12.14%) .NET
4 22 (10.68%) HTML
5 21 (10.19%) .NET Framework
5 21 (10.19%) CSS
5 21 (10.19%) jQuery
5 21 (10.19%) WCF
6 20 (9.71%) Vue (Vue.js)
7 15 (7.28%) Spring
8 12 (5.83%) ASP.NET
8 12 (5.83%) JMS
9 11 (5.34%) ASP.NET MVC
10 10 (4.85%) TensorFlow
11 8 (3.88%) XML
12 6 (2.91%) REST
13 3 (1.46%) Elastic Stack
13 3 (1.46%) LDAP
14 2 (0.97%) Ajax
14 2 (0.97%) SOAP
Miscellaneous
1 25 (12.14%) Self-Motivation
2 19 (9.22%) Computer Science
3 14 (6.80%) Fintech
4 12 (5.83%) Enterprise Software
5 10 (4.85%) Security Operations Centre
6 6 (2.91%) Management Information System
6 6 (2.91%) Virtual Team
6 6 (2.91%) W3C
7 5 (2.43%) Client/Server
8 4 (1.94%) PMI
8 4 (1.94%) Social Network
9 3 (1.46%) Analytical Mindset
9 3 (1.46%) Cyber Kill Chain
9 3 (1.46%) Data Structures
9 3 (1.46%) Fat Client
9 3 (1.46%) Handset
9 3 (1.46%) Linux Command Line
9 3 (1.46%) Thin Client
10 2 (0.97%) Clustering
10 2 (0.97%) Replication
Operating Systems
1 37 (17.96%) Linux
2 16 (7.77%) Windows
3 9 (4.37%) Windows Server
4 7 (3.40%) Unix
5 3 (1.46%) CentOS
5 3 (1.46%) DC/OS
5 3 (1.46%) FreeBSD
5 3 (1.46%) Red Hat Enterprise Linux
5 3 (1.46%) Ubuntu
5 3 (1.46%) Windows Server 2008
6 2 (0.97%) Android
Processes & Methodologies
1 68 (33.01%) Problem-Solving
2 35 (16.99%) Analytics
3 30 (14.56%) Data Analysis
4 29 (14.08%) ITIL
5 22 (10.68%) Agile Software Development
5 22 (10.68%) Business Intelligence
6 21 (10.19%) CRM
7 20 (9.71%) Mentoring
7 20 (9.71%) MVC
7 20 (9.71%) Unit Testing
8 19 (9.22%) Information Security
8 19 (9.22%) Open Source
8 19 (9.22%) Project Management
9 16 (7.77%) Strategic Thinking
10 14 (6.80%) Cybersecurity
11 13 (6.31%) Service Delivery
11 13 (6.31%) Test Scripting
11 13 (6.31%) Time Management
12 12 (5.83%) Statistics
13 11 (5.34%) ERP
Programming Languages
1 66 (32.04%) SQL
2 35 (16.99%) Java
3 31 (15.05%) Python
4 26 (12.62%) C#
4 26 (12.62%) JavaScript
5 16 (7.77%) C
6 14 (6.80%) VBA
7 12 (5.83%) Scala
8 11 (5.34%) R
9 10 (4.85%) C++
10 4 (1.94%) Shell Script
11 3 (1.46%) T-SQL
12 2 (0.97%) X++
13 1 (0.49%) Apex Code
13 1 (0.49%) Perl
13 1 (0.49%) Ruby
Qualifications
1 55 (26.70%) Degree
2 23 (11.17%) Security Cleared
3 13 (6.31%) Computer Science Degree
3 13 (6.31%) SC Cleared
4 10 (4.85%) ISTQB
5 9 (4.37%) Cisco Certification
6 8 (3.88%) CCNA
7 5 (2.43%) CISSP
7 5 (2.43%) DV Cleared
8 4 (1.94%) CISA
8 4 (1.94%) PMI Certification
9 3 (1.46%) CCSA
9 3 (1.46%) CISM
9 3 (1.46%) GIAC
9 3 (1.46%) ITIL Foundation Certificate
9 3 (1.46%) SANS
10 2 (0.97%) DBS Check
10 2 (0.97%) ITIL Certification
10 2 (0.97%) Microsoft Certification
11 1 (0.49%) MCP
Quality Assurance & Compliance
1 7 (3.40%) PCI DSS
2 5 (2.43%) Data Quality
2 5 (2.43%) SLA
3 3 (1.46%) ISO/IEC 27001
3 3 (1.46%) QA
4 1 (0.49%) ISO/IEC 27005
4 1 (0.49%) PMO
4 1 (0.49%) Sarbanes-Oxley
System Software
1 14 (6.80%) Active Directory
2 8 (3.88%) Virtual Machines
2 8 (3.88%) VMware Infrastructure
3 6 (2.91%) Apache Flume
4 5 (2.43%) HDFS
4 5 (2.43%) Hyper-V
5 3 (1.46%) Docker
5 3 (1.46%) Firmware
5 3 (1.46%) VirtualBox
5 3 (1.46%) XenDesktop
6 1 (0.49%) FreeRADIUS
6 1 (0.49%) KVM
Systems Management
1 8 (3.88%) Puppet
2 6 (2.91%) HP ALM
3 5 (2.43%) Kibana
3 5 (2.43%) Microsoft Intune
4 4 (1.94%) SCCM
5 3 (1.46%) Ansible
5 3 (1.46%) Docker Swarm
5 3 (1.46%) Juniper STRM
5 3 (1.46%) Kubernetes
5 3 (1.46%) Opscode Chef
5 3 (1.46%) Packer
5 3 (1.46%) QRadar
5 3 (1.46%) RSA enVision
5 3 (1.46%) RSA Security Analytics
5 3 (1.46%) Terraform
6 2 (0.97%) Netcool
6 2 (0.97%) NSN NetAct
7 1 (0.49%) Nagios
7 1 (0.49%) SolarWinds Orion
7 1 (0.49%) WSUS
Vendors
1 60 (29.13%) Microsoft
2 53 (25.73%) Capita
3 11 (5.34%) HP
4 9 (4.37%) Cisco
4 9 (4.37%) VMware
5 8 (3.88%) Citrix
5 8 (3.88%) Salesforce.com
6 5 (2.43%) Atlassian
7 4 (1.94%) CheckPoint
7 4 (1.94%) Juniper
8 3 (1.46%) Aerohive Networks
8 3 (1.46%) Aruba
8 3 (1.46%) Avaya
8 3 (1.46%) Dell
8 3 (1.46%) Google
8 3 (1.46%) IBM
8 3 (1.46%) New Relic
8 3 (1.46%) Ruckus Wireless
8 3 (1.46%) Splunk
8 3 (1.46%) Sun