Period
to 23 May 2019

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 23 May 2019 with a comparison to the same period over the previous 2 years.

Analytical Skills
Berkshire > Reading
6 months to
23 May 2019
Same period 2018 Same period 2017
Rank 25 21 31
Rank change year-on-year -4 +10 +9
Permanent jobs citing Analytical Skills 190 207 177
As % of all permanent IT jobs advertised in Reading 8.48% 8.21% 6.99%
As % of the Miscellaneous category 23.20% 27.06% 19.56%
Number of salaries quoted 166 170 124
Reading median annual salary £43,750 £41,750 £40,000
Median salary % change year-on-year +4.79% +4.38% -
10th Percentile £27,000 £26,250 £26,325
90th Percentile £69,375 £62,500 £63,750
Berkshire median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% -

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 819 765 905
As % of all permanent IT jobs advertised in Reading 36.56% 30.33% 35.73%
Number of salaries quoted 681 636 650
Reading median annual salary £47,500 £50,000 £50,000
Median salary % change year-on-year -5.00% - -
10th Percentile £27,500 £26,250 £26,500
90th Percentile £75,000 £75,000 £70,000
Berkshire median annual salary £52,500 £52,500 £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 23 May 2019.

Salary histogram for Analytical Skills in Reading

For the 6 months to 23 May 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 Reading region with a requirement for Analytical Skills.

1 68 (35.79%) Problem-Solving
2 61 (32.11%) Marketing
2 61 (32.11%) Degree
3 50 (26.32%) Self-Motivation
4 39 (20.53%) Microsoft
5 38 (20.00%) C#
6 37 (19.47%) .NET
7 34 (17.89%) Web Services
7 34 (17.89%) Product Management
8 33 (17.37%) SQL Server
8 33 (17.37%) Project Management
9 31 (16.32%) Git (software)
9 31 (16.32%) Customer Requirements
10 30 (15.79%) Vulnerability Management
10 30 (15.79%) jQuery
10 30 (15.79%) Agile Software Development
10 30 (15.79%) Firewall
10 30 (15.79%) MVC
10 30 (15.79%) Finance
10 30 (15.79%) HTML
10 30 (15.79%) JavaScript
10 30 (15.79%) ASP.NET
10 30 (15.79%) CSS
11 29 (15.26%) CRM
12 28 (14.74%) Unit Testing
12 28 (14.74%) WCF
12 28 (14.74%) .NET Framework
12 28 (14.74%) Analytics
12 28 (14.74%) ASP.NET MVC
13 27 (14.21%) MongoDB

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 6 (3.16%) Apache Spark
2 3 (1.58%) Apache
2 3 (1.58%) SharePoint
2 3 (1.58%) Skype for Business
3 2 (1.05%) Elasticsearch
3 2 (1.05%) SAS
4 1 (0.53%) OpenStack
4 1 (0.53%) SharePoint Server
Applications
1 10 (5.26%) Microsoft Excel
2 7 (3.68%) SPSS
3 5 (2.63%) Microsoft PowerPoint
3 5 (2.63%) SPSS Modeler
4 3 (1.58%) MS Visio
5 1 (0.53%) Microsoft Office
Business Applications
1 1 (0.53%) Dynamics CRM
1 1 (0.53%) Oracle Retail
1 1 (0.53%) SAP MDG
1 1 (0.53%) SAP MDM
Cloud Services
1 20 (10.53%) Microsoft Azure
2 8 (4.21%) Office 365
3 2 (1.05%) Google Analytics
3 2 (1.05%) Power Platform
4 1 (0.53%) Amazon AWS
4 1 (0.53%) Cloud Computing
4 1 (0.53%) Dynamics 365
4 1 (0.53%) IaaS
4 1 (0.53%) OpenShift
4 1 (0.53%) PaaS
Communications & Networking
1 30 (15.79%) Firewall
2 23 (12.11%) TCP/IP
3 15 (7.89%) Intrusion Detection
4 7 (3.68%) Internet
5 6 (3.16%) LAN
5 6 (3.16%) WAN
6 4 (2.11%) DHCP
6 4 (2.11%) DSL
6 4 (2.11%) VPN
7 3 (1.58%) GPRS
7 3 (1.58%) GSM
7 3 (1.58%) UMTS
8 2 (1.05%) Network Security
9 1 (0.53%) SSL
9 1 (0.53%) VXLAN
9 1 (0.53%) Wi-Fi
9 1 (0.53%) Wireless
9 1 (0.53%) Wireshark
Database & Business Intelligence
1 33 (17.37%) SQL Server
2 27 (14.21%) MongoDB
3 10 (5.26%) Big Data
4 7 (3.68%) Hadoop
5 6 (3.16%) BusinessObjects
6 4 (2.11%) Data Warehouse
6 4 (2.11%) SQLPlus
7 3 (1.58%) Data Lake
7 3 (1.58%) MS Access
7 3 (1.58%) Oracle Database
7 3 (1.58%) Oracle Reports
7 3 (1.58%) Relational Database
7 3 (1.58%) Sqoop
8 2 (1.05%) NoSQL
8 2 (1.05%) Power BI
9 1 (0.53%) Azure SQL Database
9 1 (0.53%) Spotfire
9 1 (0.53%) SQL Server Analysis Services
9 1 (0.53%) SQL Server Integration Services
9 1 (0.53%) SQL Server Reporting Services
Development Applications
1 31 (16.32%) Git (software)
2 3 (1.58%) Jenkins
3 2 (1.05%) Atlassian Bamboo
3 2 (1.05%) JIRA
4 1 (0.53%) Appium
4 1 (0.53%) Cucumber
4 1 (0.53%) Eclipse
4 1 (0.53%) PyCharm
4 1 (0.53%) Robot Framework
4 1 (0.53%) Sahi
4 1 (0.53%) Selenium
4 1 (0.53%) Sikuli
4 1 (0.53%) SpecFlow
4 1 (0.53%) Subversion
4 1 (0.53%) UI Automator
4 1 (0.53%) Visual Studio
4 1 (0.53%) WebDriver
General
1 61 (32.11%) Marketing
2 30 (15.79%) Finance
3 13 (6.84%) Retail
4 8 (4.21%) Telecoms
5 6 (3.16%) Games
6 4 (2.11%) Manufacturing
6 4 (2.11%) Military
6 4 (2.11%) Pharmaceutical
7 3 (1.58%) Billing
7 3 (1.58%) Publishing
8 2 (1.05%) Automotive
8 2 (1.05%) Brand Awareness
8 2 (1.05%) Electronics
8 2 (1.05%) Legal
9 1 (0.53%) French Language
9 1 (0.53%) German Language
Job Titles
1 66 (34.74%) Analyst
2 40 (21.05%) Developer
3 33 (17.37%) Account Manager
4 30 (15.79%) .NET Developer
4 30 (15.79%) Technical Account Manager
4 30 (15.79%) Technical Manager
5 23 (12.11%) Sales Account Manager
5 23 (12.11%) Sales Manager
6 20 (10.53%) Post-Sales Manager
6 20 (10.53%) Technical Sales Manager
7 19 (10.00%) Business Analyst
8 15 (7.89%) Senior .NET Developer
8 15 (7.89%) Senior Developer
9 14 (7.37%) Data Analyst
10 12 (6.32%) IT Analyst
10 12 (6.32%) Operations Analyst
10 12 (6.32%) Sales Analyst
11 11 (5.79%) Support Analyst
12 10 (5.26%) Senior Analyst
13 8 (4.21%) Business IT Analyst
Libraries, Frameworks & Software Standards
1 37 (19.47%) .NET
2 34 (17.89%) Web Services
3 30 (15.79%) ASP.NET
3 30 (15.79%) CSS
3 30 (15.79%) HTML
3 30 (15.79%) jQuery
4 28 (14.74%) .NET Framework
4 28 (14.74%) ASP.NET MVC
4 28 (14.74%) WCF
5 27 (14.21%) Vue.js
6 25 (13.16%) Node.js
7 7 (3.68%) EDI
7 7 (3.68%) REST
7 7 (3.68%) XML
7 7 (3.68%) XML Schema
7 7 (3.68%) XSD
7 7 (3.68%) XSLT
8 4 (2.11%) CGI
9 3 (1.58%) Apache NiFi
9 3 (1.58%) Samza
Miscellaneous
1 50 (26.32%) Self-Motivation
2 15 (7.89%) Management Information System
2 15 (7.89%) User Experience
3 8 (4.21%) Enterprise Software
4 6 (3.16%) Analytical Mindset
5 5 (2.63%) Greenfield Project
5 5 (2.63%) iPad
5 5 (2.63%) PMI
6 2 (1.05%) Algorithms
7 1 (0.53%) Data Centre
7 1 (0.53%) Digital Signage
7 1 (0.53%) Hybrid Cloud
7 1 (0.53%) Marketing Technology
7 1 (0.53%) Reference Data
7 1 (0.53%) Replication
7 1 (0.53%) Robotics
7 1 (0.53%) SCADA
7 1 (0.53%) Virtual Team
Operating Systems
1 12 (6.32%) Windows
2 5 (2.63%) Windows Server 2012
3 4 (2.11%) Windows 10
3 4 (2.11%) Windows 7
3 4 (2.11%) Windows Server 2008
4 2 (1.05%) Linux
5 1 (0.53%) Android
Processes & Methodologies
1 68 (35.79%) Problem-Solving
2 34 (17.89%) Product Management
3 33 (17.37%) Project Management
4 31 (16.32%) Customer Requirements
5 30 (15.79%) Agile Software Development
5 30 (15.79%) MVC
5 30 (15.79%) Vulnerability Management
6 29 (15.26%) CRM
7 28 (14.74%) Analytics
7 28 (14.74%) Unit Testing
8 21 (11.05%) Analytical Thinking
9 20 (10.53%) Data Management
9 20 (10.53%) Mentoring
10 19 (10.00%) Decision-Making
11 18 (9.47%) BDD
12 17 (8.95%) ITIL
12 17 (8.95%) Presales
12 17 (8.95%) Scrum
13 16 (8.42%) Business Forecasting
13 16 (8.42%) User Stories
Programming Languages
1 38 (20.00%) C#
2 30 (15.79%) JavaScript
3 26 (13.68%) SQL
4 17 (8.95%) Python
5 9 (4.74%) R
6 7 (3.68%) XPath
7 6 (3.16%) Java
8 4 (2.11%) Scala
8 4 (2.11%) VB
9 3 (1.58%) PowerShell
10 2 (1.05%) Bash Shell
10 2 (1.05%) Ruby
11 1 (0.53%) C
11 1 (0.53%) T-SQL
Qualifications
1 61 (32.11%) Degree
2 9 (4.74%) Security Cleared
3 7 (3.68%) Computer Science Degree
4 6 (3.16%) A+ Certification
5 5 (2.63%) CISSP
5 5 (2.63%) PMI Certification
5 5 (2.63%) SC Cleared
6 3 (1.58%) Numerate Degree
7 2 (1.05%) MBA
8 1 (0.53%) CCIE
8 1 (0.53%) CCNP
8 1 (0.53%) Cisco Certification
8 1 (0.53%) CREST Certified
8 1 (0.53%) MCP
8 1 (0.53%) SCSA
Quality Assurance & Compliance
1 19 (10.00%) QA
2 15 (7.89%) Data Quality
3 12 (6.32%) SLA
4 11 (5.79%) PCI DSS
5 8 (4.21%) COBIT
6 3 (1.58%) GDPR
7 2 (1.05%) ISO/IEC 27001
8 1 (0.53%) ISO 9001
System Software
1 5 (2.63%) Active Directory
2 3 (1.58%) Apache Flume
3 1 (0.53%) Ceph
3 1 (0.53%) Docker
3 1 (0.53%) Virtual Machines
3 1 (0.53%) VMware Infrastructure
3 1 (0.53%) XenApp
Systems Management
1 5 (2.63%) Ansible
2 3 (1.58%) Chukwa
2 3 (1.58%) Hadoop YARN
3 2 (1.05%) BladeLogic
3 2 (1.05%) Cisco Prime
3 2 (1.05%) Nagios
3 2 (1.05%) SCCM
3 2 (1.05%) SCOM
3 2 (1.05%) SCOrch
3 2 (1.05%) Tivoli
3 2 (1.05%) Xymon
4 1 (0.53%) Kubernetes
4 1 (0.53%) Opscode Chef
4 1 (0.53%) Puppet
4 1 (0.53%) Single Sign-On
4 1 (0.53%) Wonderware InTouch
Vendors
1 39 (20.53%) Microsoft
2 13 (6.84%) Salesforce.com
3 10 (5.26%) Oracle
4 7 (3.68%) Qualys
5 4 (2.11%) Atlassian
5 4 (2.11%) Cisco
5 4 (2.11%) Cloudera
6 3 (1.58%) Ericsson
6 3 (1.58%) Mapinfo
7 2 (1.05%) BMC
7 2 (1.05%) Extreme Networks
7 2 (1.05%) HP
7 2 (1.05%) HubSpot
7 2 (1.05%) IBM
7 2 (1.05%) Informatica
7 2 (1.05%) JDA
7 2 (1.05%) Juniper
7 2 (1.05%) RedPrairie
7 2 (1.05%) ServiceNow
7 2 (1.05%) SolarWinds