Period
to 24 February 2018

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in the East of England. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 24 February 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > East of England
6 months to
24 Feb 2018
Same period 2017 Same period 2016
Rank 29 26 19
Rank change year-on-year -3 -7 +5
Permanent jobs citing Analytical Skills 944 936 1,379
As % of all permanent IT jobs advertised in the East of England 7.57% 7.41% 9.18%
As % of the Miscellaneous category 16.88% 19.13% 22.05%
Number of salaries quoted 729 793 1,033
East of England median annual salary £50,000 £42,500 £45,000
Median salary % change year-on-year +17.65% -5.56% +12.50%
10th Percentile £27,500 £24,000 £25,818
90th Percentile £71,250 £62,500 £65,000
England median annual salary £47,500 £45,000 £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 the East of England with a requirement for generic IT skills.

All Generic IT Skills
East of England
Permanent vacancies with a requirement for generic IT skills 5,594 4,894 6,254
As % of all permanent IT jobs advertised in the East of England 44.85% 38.74% 41.61%
Number of salaries quoted 4,343 3,929 4,834
East of England median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +5.88%
10th Percentile £27,500 £25,500 £25,038
90th Percentile £72,500 £70,000 £66,250
England median annual salary £50,000 £50,000 £50,000

Analytical Skills
Job Vacancy Trend in the East of England

Job postings citing Analytical Skills as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Analytical Skills in the East of England

Analytical Skills
Salary Trend in the East of England

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

Salary trend for Analytical Skills in the East of England

Analytical Skills
Salary Histogram in the East of England

The salary distribution of IT jobs citing Analytical Skills in the East of England over the 6 months to 24 February 2018.

Salary histogram for Analytical Skills in the East of England

Analytical Skills
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the East of England region over the 6 months to 24 February 2018. 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
Hertfordshire +1 443 £50,000 +17.65% 63
Cambridgeshire -2 263 £44,400 +4.47% 105
Essex +14 131 £50,000 +14.29% 15
Bedfordshire -8 45 £43,750 +2.94% 22
Suffolk -15 37 £45,000 +20.00% 11
Norfolk +7 25 £43,500 +16.00% 12
East Anglia - 1 - - 2
Analytical Skills
England

For the 6 months to 24 February 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 East of England region with a requirement for Analytical Skills.

1 243 (25.74%) SQL
2 223 (23.62%) Microsoft
2 223 (23.62%) Degree
3 220 (23.31%) Agile Software Development
4 202 (21.40%) HTML
5 181 (19.17%) Finance
6 168 (17.80%) C#
7 150 (15.89%) SQL Server
8 143 (15.15%) JavaScript
9 140 (14.83%) Windows
10 137 (14.51%) .NET
11 126 (13.35%) VMware
12 125 (13.24%) Linux
13 114 (12.08%) Mathematics
14 104 (11.02%) CSS
14 104 (11.02%) Retail
15 101 (10.70%) Java
15 101 (10.70%) XML
16 100 (10.59%) Oracle
17 99 (10.49%) Business Intelligence
18 96 (10.17%) Python
19 93 (9.85%) Computer Science
20 87 (9.22%) DevOps
20 87 (9.22%) SDLC
21 86 (9.11%) Project Management
21 86 (9.11%) Software Engineering
22 84 (8.90%) ITIL
23 83 (8.79%) AngularJS
24 79 (8.37%) Firewall
25 76 (8.05%) Citrix

Analytical Skills
Co-occurring IT Skills in the East of England 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 37 (3.92%) MS Exchange
2 26 (2.75%) Apache
3 24 (2.54%) SharePoint
4 22 (2.33%) Exchange Server 2013
4 22 (2.33%) Tomcat
5 19 (2.01%) Elasticsearch
6 16 (1.69%) Apache Spark
6 16 (1.69%) IIS
7 15 (1.59%) Drupal
7 15 (1.59%) Exchange Server 2010
8 12 (1.27%) Oracle SOA Suite
9 11 (1.17%) SAS
10 9 (0.95%) Oracle Service Bus
11 8 (0.85%) JBoss
12 6 (0.64%) WildFly
13 5 (0.53%) Exchange Server 2007
13 5 (0.53%) TPMS
14 4 (0.42%) DNN
14 4 (0.42%) NetWeaver
15 3 (0.32%) Confluence
Applications
1 68 (7.20%) Microsoft Excel
2 40 (4.24%) Microsoft Office
3 32 (3.39%) MS Visio
4 13 (1.38%) Microsoft PowerPoint
5 6 (0.64%) Microsoft Project
6 3 (0.32%) InfoPath
7 2 (0.21%) Spreadsheet
7 2 (0.21%) SPSS
8 1 (0.11%) 3ds Max
8 1 (0.11%) AutoCAD
8 1 (0.11%) Maya
8 1 (0.11%) Photoshop
8 1 (0.11%) SOLIDWORKS
8 1 (0.11%) ZBrush
Business Applications
1 28 (2.97%) Dynamics NAV
2 13 (1.38%) Dynamics AX
3 9 (0.95%) NetSuite
4 6 (0.64%) Dynamics CRM
5 5 (0.53%) Dynamics GP
5 5 (0.53%) Payment Gateway
6 4 (0.42%) Unit4 Business World
7 3 (0.32%) Primavera
8 2 (0.21%) BPCS
8 2 (0.21%) Oracle Applications
8 2 (0.21%) Sage 200
8 2 (0.21%) SAP FI
8 2 (0.21%) SAP PS
8 2 (0.21%) SAP SD
9 1 (0.11%) Oracle Financials
9 1 (0.11%) Remedy ITSM
Cloud Services
1 65 (6.89%) Microsoft Azure
2 47 (4.98%) Amazon AWS
3 39 (4.13%) SaaS
4 30 (3.18%) Office 365
5 29 (3.07%) Google Analytics
6 16 (1.69%) GitHub
7 13 (1.38%) Akamai
7 13 (1.38%) Dynamics 365
7 13 (1.38%) IaaS
7 13 (1.38%) PaaS
8 12 (1.27%) Cloud Computing
9 11 (1.17%) Google Cloud Platform
10 8 (0.85%) Amazon EC2
11 7 (0.74%) Azure Data Factory
12 6 (0.64%) AdWords
13 5 (0.53%) Adobe Analytics
14 4 (0.42%) Amazon S3
15 3 (0.32%) AWS CloudFormation
15 3 (0.32%) Force.com
15 3 (0.32%) Slack
Communications & Networking
1 79 (8.37%) Firewall
2 74 (7.84%) DNS
3 60 (6.36%) HTTP
4 58 (6.14%) VPN
5 56 (5.93%) WAN
6 54 (5.72%) Cisco ASA
7 53 (5.61%) SSL
8 50 (5.30%) Internet
8 50 (5.30%) LAN
8 50 (5.30%) TCP/IP
9 49 (5.19%) DHCP
9 49 (5.19%) NetScaler
10 48 (5.08%) BGP
10 48 (5.08%) IGRP
10 48 (5.08%) OSPF
11 44 (4.66%) Cisco IOS
11 44 (4.66%) EIGRP
11 44 (4.66%) GLBP
12 42 (4.45%) MPLS
13 32 (3.39%) DWDM
Database & Business Intelligence
1 150 (15.89%) SQL Server
2 72 (7.63%) Relational Database
3 68 (7.20%) Data Warehouse
4 64 (6.78%) Big Data
5 54 (5.72%) Hadoop
6 40 (4.24%) Redis
7 39 (4.13%) Oracle Database
8 32 (3.39%) SQL Server Reporting Services
9 29 (3.07%) Power BI
10 28 (2.97%) NoSQL
11 26 (2.75%) Semantic Layer
12 25 (2.65%) MongoDB
13 21 (2.22%) MySQL
13 21 (2.22%) SQL Server Integration Services
14 19 (2.01%) BusinessObjects
14 19 (2.01%) PostgreSQL
15 18 (1.91%) RDBMS
15 18 (1.91%) SQL Server Analysis Services
16 16 (1.69%) QlikView
17 13 (1.38%) SQL Server 2008
Development Applications
1 44 (4.66%) Git (software)
2 40 (4.24%) Jenkins
3 26 (2.75%) JIRA
4 24 (2.54%) Visual Studio
5 21 (2.22%) Selenium
5 21 (2.22%) Team Foundation Server
6 15 (1.59%) Cucumber
6 15 (1.59%) NUnit
7 8 (0.85%) LabVIEW
8 7 (0.74%) Moq
8 7 (0.74%) SpecFlow
9 5 (0.53%) Mercurial
9 5 (0.53%) ReSharper
10 4 (0.42%) Gradle
10 4 (0.42%) Subversion
10 4 (0.42%) TeamCity
11 3 (0.32%) Atlassian Bamboo
11 3 (0.32%) Bitbucket
11 3 (0.32%) Grunt
12 2 (0.21%) Rational Functional Tester
General
1 181 (19.17%) Finance
2 104 (11.02%) Retail
3 40 (4.24%) Advertising
4 39 (4.13%) Marketing
5 26 (2.75%) Publishing
6 22 (2.33%) Manufacturing
7 20 (2.12%) Telecoms
8 17 (1.80%) Automotive
9 9 (0.95%) Electronics
9 9 (0.95%) Legal
9 9 (0.95%) Multimedia
10 6 (0.64%) Dutch Language
11 5 (0.53%) French Language
12 4 (0.42%) Games
12 4 (0.42%) Law
13 3 (0.32%) Arabic Language
13 3 (0.32%) Billing
13 3 (0.32%) Portuguese Language
13 3 (0.32%) Spanish Language
14 2 (0.21%) German Language
Job Titles
1 241 (25.53%) Developer
2 212 (22.46%) Analyst
3 89 (9.43%) Business Analyst
4 68 (7.20%) C# Developer
5 62 (6.57%) Software Developer
6 45 (4.77%) .NET Developer
7 44 (4.66%) Software Engineer
8 39 (4.13%) Senior Developer
9 36 (3.81%) Consultant
10 34 (3.60%) Business Intelligence Analyst
11 32 (3.39%) Junior
12 30 (3.18%) Graduate
12 30 (3.18%) Infrastructure Engineer
12 30 (3.18%) Network Engineer
13 29 (3.07%) Security Engineer
14 28 (2.97%) Windows Engineer
15 27 (2.86%) Architect
15 27 (2.86%) C# Software Developer
16 26 (2.75%) Business Intelligence Business Analyst
17 25 (2.65%) Systems Engineer
Libraries, Frameworks & Software Standards
1 202 (21.40%) HTML
2 137 (14.51%) .NET
3 104 (11.02%) CSS
4 101 (10.70%) XML
5 83 (8.79%) AngularJS
6 64 (6.78%) Web Services
7 41 (4.34%) ASP.NET
8 40 (4.24%) Spring
9 38 (4.03%) HTML5
10 37 (3.92%) RabbitMQ
11 36 (3.81%) .NET Framework
12 28 (2.97%) SOAP
13 26 (2.75%) RESTful
14 23 (2.44%) jQuery
15 22 (2.33%) WCF
16 18 (1.91%) React
17 17 (1.80%) WPF
18 16 (1.69%) JSON
18 16 (1.69%) Node.js
19 15 (1.59%) REST
Miscellaneous
1 93 (9.85%) Computer Science
2 65 (6.89%) Data Centre
3 55 (5.83%) Management Information System
4 27 (2.86%) User Experience
5 26 (2.75%) Algorithms
6 25 (2.65%) Mobile App
7 22 (2.33%) Analytical Mindset
8 19 (2.01%) Fintech
8 19 (2.01%) Greenfield Project
9 18 (1.91%) Enterprise Software
10 14 (1.48%) Public Cloud
11 12 (1.27%) Virtual Team
12 11 (1.17%) Blackberry
12 11 (1.17%) Client/Server
13 10 (1.06%) Acoustics
14 9 (0.95%) iPhone
15 8 (0.85%) Robotics
16 7 (0.74%) Field-Programmable Gate Array
16 7 (0.74%) Replication
16 7 (0.74%) Spread Betting
Operating Systems
1 140 (14.83%) Windows
2 125 (13.24%) Linux
3 73 (7.73%) Windows Server
4 45 (4.77%) Unix
5 28 (2.97%) Windows Server 2008
5 28 (2.97%) Windows Server 2012
6 26 (2.75%) Windows 7
7 12 (1.27%) Apple iOS
7 12 (1.27%) Windows 8
7 12 (1.27%) Windows XP
8 9 (0.95%) Android
8 9 (0.95%) Windows Phone
8 9 (0.95%) Windows Vista
9 7 (0.74%) CentOS
9 7 (0.74%) Windows Embedded Compact
10 6 (0.64%) Mac OS X
11 4 (0.42%) Red Hat Enterprise Linux
12 2 (0.21%) Ubuntu
12 2 (0.21%) Windows 10
12 2 (0.21%) Windows Server 2003
Processes & Methodologies
1 220 (23.31%) Agile Software Development
2 114 (12.08%) Mathematics
3 99 (10.49%) Business Intelligence
4 87 (9.22%) DevOps
4 87 (9.22%) SDLC
5 86 (9.11%) Project Management
5 86 (9.11%) Software Engineering
6 84 (8.90%) ITIL
7 76 (8.05%) E-Commerce
8 73 (7.73%) Analytics
9 58 (6.14%) Analytical Thinking
10 57 (6.04%) Web Development
11 55 (5.83%) Visualisation
12 53 (5.61%) OO
13 50 (5.30%) Business Analysis
13 50 (5.30%) MVC
13 50 (5.30%) TDD
14 47 (4.98%) Scrum
15 44 (4.66%) Stakeholder Management
16 43 (4.56%) Data Visualisation
Programming Languages
1 243 (25.74%) SQL
2 168 (17.80%) C#
3 143 (15.15%) JavaScript
4 101 (10.70%) Java
5 96 (10.17%) Python
6 69 (7.31%) PowerShell
7 55 (5.83%) T-SQL
8 45 (4.77%) C++
9 43 (4.56%) C
10 31 (3.28%) TypeScript
11 18 (1.91%) VB
12 17 (1.80%) Perl
13 16 (1.69%) PL/SQL
14 15 (1.59%) R
14 15 (1.59%) Ruby
15 13 (1.38%) Scala
16 12 (1.27%) VB.NET
17 11 (1.17%) PHP
18 10 (1.06%) VBA
19 8 (0.85%) Shell Script
Qualifications
1 223 (23.62%) Degree
2 47 (4.98%) Microsoft Certification
3 46 (4.87%) Computer Science Degree
4 33 (3.50%) MCSE
5 28 (2.97%) Cisco Certification
5 28 (2.97%) PhD
6 22 (2.33%) Security Cleared
7 21 (2.22%) MCITP
8 19 (2.01%) CCNA
8 19 (2.01%) Numerate Degree
9 18 (1.91%) MCSA
9 18 (1.91%) SC Cleared
10 14 (1.48%) ITIL Certification
11 13 (1.38%) CCNP
12 12 (1.27%) CISSP
13 9 (0.95%) ISEB
13 9 (0.95%) PMP
13 9 (0.95%) SSCP
14 8 (0.85%) DV Cleared
15 7 (0.74%) GIAC
Quality Assurance & Compliance
1 35 (3.71%) QA
2 30 (3.18%) SLA
3 29 (3.07%) ISO/IEC 27001
4 20 (2.12%) PCI DSS
5 13 (1.38%) PMO
6 10 (1.06%) GDPR
7 9 (0.95%) Data Quality
8 3 (0.32%) ISO/IEC 20000
9 1 (0.11%) Def Stans
9 1 (0.11%) DICOM
9 1 (0.11%) GAMP
9 1 (0.11%) GxP
9 1 (0.11%) HL7
System Software
1 69 (7.31%) VMware Infrastructure
2 54 (5.72%) Active Directory
3 27 (2.86%) Hyper-V
4 19 (2.01%) Xen
5 13 (1.38%) VMware NSX
6 12 (1.27%) Docker
7 7 (0.74%) vSphere
8 4 (0.42%) Firmware
8 4 (0.42%) VMware ESXi
9 1 (0.11%) Active Directory Lightweight Directory Services
9 1 (0.11%) NFS
9 1 (0.11%) Oracle RAC
9 1 (0.11%) XenApp
Systems Management
1 36 (3.81%) Opscode Chef
2 34 (3.60%) Puppet
3 32 (3.39%) Ansible
4 30 (3.18%) Consul
5 18 (1.91%) Graphite
6 13 (1.38%) vCenter Server
6 13 (1.38%) vRealize
7 12 (1.27%) Oracle Enterprise Manager
7 12 (1.27%) Oracle Identity Manager
8 9 (0.95%) SCCM
9 8 (0.85%) Microsoft Intune
10 5 (0.53%) Kubernetes
11 4 (0.42%) Docker Swarm
12 2 (0.21%) Salt
12 2 (0.21%) SCOM
12 2 (0.21%) Symantec Endpoint Protection
12 2 (0.21%) Terraform
13 1 (0.11%) Cacti
13 1 (0.11%) HP Data Protector
13 1 (0.11%) Nagios
Vendors
1 223 (23.62%) Microsoft
2 126 (13.35%) VMware
3 100 (10.59%) Oracle
4 76 (8.05%) Citrix
5 69 (7.31%) Cisco
6 65 (6.89%) Tableau
7 52 (5.51%) Google
8 49 (5.19%) Arista
8 49 (5.19%) CheckPoint
9 48 (5.08%) F5
10 47 (4.98%) Palo Alto
11 41 (4.34%) Fortinet
12 31 (3.28%) SAP
13 14 (1.48%) Meraki
13 14 (1.48%) Riverbed
14 13 (1.38%) Aruba
14 13 (1.38%) Blue Coat
14 13 (1.38%) Sybase
15 12 (1.27%) IBM
15 12 (1.27%) Juniper