Period
to 11 December 2017

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 11 December 2017 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > East of England
6 months to
11 Dec 2017
Same period 2016 Same period 2015
Rank 27 26 21
Rank change year-on-year -1 -5 +3
Permanent jobs citing Analytical Skills 999 1043 1367
As % of all permanent IT jobs advertised in the East of England 8.22% 8.07% 9.01%
As % of the Miscellaneous category 18.07% 20.35% 22.32%
Number of salaries quoted 756 858 1105
East of England median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £26,250 £25,500 £25,969
90th Percentile £71,250 £62,500 £63,750
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 5527 5125 6125
As % of all permanent IT jobs advertised in the East of England 45.48% 39.64% 40.38%
Number of salaries quoted 4361 4134 4906
East of England median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +1.19%
10th Percentile £26,250 £25,750 £25,000
90th Percentile £71,250 £70,000 £66,250
England median annual salary £50,000 £50,000 £48,000
% change year-on-year - +4.17% +6.67%

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 11 December 2017.

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 11 December 2017. 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 -6 393 £50,000 +6.38% 22
Cambridgeshire -8 298 £44,400 +4.47% 42
Essex +12 124 £45,000 - 4
Bedfordshire +17 94 £45,000 +5.88% 5
Suffolk -2 52 £32,500 -7.14% 3
Norfolk +6 36 £43,500 +24.29% 5
East Anglia - 2 - -
Analytical Skills
England

For the 6 months to 11 December 2017, IT jobs citing Analytical Skills also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the East of England region with a requirement for Analytical Skills.

1 272 (27.23%) SQL
2 259 (25.93%) Degree
3 222 (22.22%) Agile Software Development
4 202 (20.22%) Finance
5 190 (19.02%) Microsoft
6 187 (18.72%) C#
6 187 (18.72%) HTML
7 156 (15.62%) JavaScript
8 143 (14.31%) Java
8 143 (14.31%) .NET
9 142 (14.21%) Retail
10 140 (14.01%) Software Engineering
11 139 (13.91%) Windows
12 134 (13.41%) Computer Science
13 125 (12.51%) Mathematics
14 124 (12.41%) SQL Server
15 103 (10.31%) Project Management
16 102 (10.21%) XML
17 100 (10.01%) Analytics
18 97 (9.71%) C++
18 97 (9.71%) VMware
19 96 (9.61%) AngularJS
20 94 (9.41%) Linux
21 93 (9.31%) CSS
21 93 (9.31%) Python
22 87 (8.71%) Marketing
23 86 (8.61%) Business Intelligence
24 82 (8.21%) E-Commerce
25 76 (7.61%) Google
26 71 (7.11%) Microsoft Excel

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 31 (3.10%) Apache
2 30 (3.00%) Apache Spark
2 30 (3.00%) MS Exchange
3 27 (2.70%) SAS
3 27 (2.70%) Tomcat
4 20 (2.00%) Drupal
5 18 (1.80%) IIS
6 17 (1.70%) Elasticsearch
6 17 (1.70%) SharePoint
7 14 (1.40%) Exchange Server 2013
8 12 (1.20%) JBoss
9 9 (0.90%) CMS
9 9 (0.90%) Exchange Server 2010
10 6 (0.60%) Apache Pig
10 6 (0.60%) Oracle SOA Suite
10 6 (0.60%) SharePoint 2013
10 6 (0.60%) WildFly
11 4 (0.40%) Confluence
11 4 (0.40%) WebSphere
12 3 (0.30%) Exchange Server 2007
Applications
1 71 (7.11%) Microsoft Excel
2 41 (4.10%) Microsoft Office
3 34 (3.40%) MS Visio
4 21 (2.10%) Microsoft PowerPoint
5 8 (0.80%) Microsoft Project
6 6 (0.60%) Spreadsheet
7 4 (0.40%) SPSS
8 1 (0.10%) AutoCAD
8 1 (0.10%) SOLIDWORKS
Business Applications
1 27 (2.70%) Dynamics NAV
2 10 (1.00%) Dynamics AX
3 9 (0.90%) Payment Gateway
4 5 (0.50%) Dynamics CRM
4 5 (0.50%) NetSuite
4 5 (0.50%) ResourceLink
5 4 (0.40%) BPCS
5 4 (0.40%) Sage 200
5 4 (0.40%) SAP MDG
5 4 (0.40%) Unica
6 3 (0.30%) Adobe Campaign
6 3 (0.30%) Oracle Applications
6 3 (0.30%) Primavera
6 3 (0.30%) SAP FI
7 2 (0.20%) Oracle CRM
7 2 (0.20%) Remedy ITSM
7 2 (0.20%) SAP PS
7 2 (0.20%) SAP SD
7 2 (0.20%) SessionCam
8 1 (0.10%) Dynamics GP
Cloud Services
1 65 (6.51%) Amazon AWS
2 50 (5.01%) Microsoft Azure
3 38 (3.80%) Google Analytics
4 32 (3.20%) Office 365
5 25 (2.50%) SaaS
6 15 (1.50%) Google Cloud Platform
7 14 (1.40%) IaaS
7 14 (1.40%) PaaS
8 11 (1.10%) Cloud Computing
9 10 (1.00%) Amazon S3
10 9 (0.90%) GitHub
11 8 (0.80%) AdWords
12 6 (0.60%) Akamai
12 6 (0.60%) Amazon EC2
12 6 (0.60%) AWS CloudFormation
12 6 (0.60%) Dynamics 365
12 6 (0.60%) Virtual Private Cloud
13 5 (0.50%) Adobe Analytics
13 5 (0.50%) Amazon Glacier
13 5 (0.50%) Amazon SQS
Communications & Networking
1 69 (6.91%) Firewall
2 50 (5.01%) VPN
3 49 (4.90%) LAN
3 49 (4.90%) WAN
4 47 (4.70%) DNS
5 39 (3.90%) Cisco ASA
6 38 (3.80%) HTTP
7 35 (3.50%) Internet
7 35 (3.50%) NetScaler
8 34 (3.40%) BGP
8 34 (3.40%) Cisco IOS
8 34 (3.40%) EIGRP
8 34 (3.40%) GLBP
8 34 (3.40%) IGRP
8 34 (3.40%) OSPF
8 34 (3.40%) SSL
9 31 (3.10%) DHCP
10 27 (2.70%) TCP/IP
11 26 (2.60%) MPLS
12 22 (2.20%) IPsec
Database & Business Intelligence
1 124 (12.41%) SQL Server
2 67 (6.71%) Big Data
3 66 (6.61%) Relational Database
4 56 (5.61%) Data Warehouse
4 56 (5.61%) Hadoop
5 35 (3.50%) SQL Server Reporting Services
6 29 (2.90%) Redis
7 27 (2.70%) SQL Server Integration Services
8 22 (2.20%) MongoDB
8 22 (2.20%) NoSQL
8 22 (2.20%) QlikView
8 22 (2.20%) SQL Server Analysis Services
9 20 (2.00%) Power BI
10 18 (1.80%) Apache Hive
10 18 (1.80%) Impala
11 17 (1.70%) MySQL
11 17 (1.70%) RDBMS
12 16 (1.60%) BusinessObjects
13 15 (1.50%) Oracle Database
13 15 (1.50%) Semantic Layer
Development Applications
1 44 (4.40%) Git (software)
2 32 (3.20%) Jenkins
3 28 (2.80%) Cucumber
4 25 (2.50%) Visual Studio
5 21 (2.10%) Selenium
6 20 (2.00%) LabVIEW
7 16 (1.60%) NUnit
8 13 (1.30%) Team Foundation Server
9 8 (0.80%) JBehave
9 8 (0.80%) JIRA
10 7 (0.70%) Gradle
10 7 (0.70%) Moq
10 7 (0.70%) SpecFlow
10 7 (0.70%) Subversion
11 5 (0.50%) Grunt
11 5 (0.50%) Mercurial
12 4 (0.40%) ReSharper
13 3 (0.30%) Fiddler
14 2 (0.20%) SoapUI
14 2 (0.20%) Xcode
General
1 202 (20.22%) Finance
2 142 (14.21%) Retail
3 87 (8.71%) Marketing
4 39 (3.90%) Telecoms
5 31 (3.10%) Advertising
6 22 (2.20%) Manufacturing
7 16 (1.60%) Legal
8 14 (1.40%) Publishing
9 9 (0.90%) French Language
9 9 (0.90%) Multimedia
10 7 (0.70%) Automotive
11 6 (0.60%) Banking
11 6 (0.60%) Games
12 5 (0.50%) Dutch Language
13 4 (0.40%) Billing
13 4 (0.40%) Italian Language
13 4 (0.40%) Pharmaceutical
14 3 (0.30%) Back Office
14 3 (0.30%) Electronics
14 3 (0.30%) Portuguese Language
Job Titles
1 255 (25.53%) Developer
2 243 (24.32%) Analyst
3 99 (9.91%) Business Analyst
4 72 (7.21%) Software Engineer
5 63 (6.31%) Graduate
6 61 (6.11%) C# Developer
7 56 (5.61%) Software Developer
8 53 (5.31%) Consultant
9 49 (4.90%) Senior Developer
10 43 (4.30%) .NET Developer
11 41 (4.10%) Data Analyst
12 28 (2.80%) Graduate Analyst
13 27 (2.70%) C# .NET Developer
13 27 (2.70%) Java Developer
14 26 (2.60%) C++ Software Engineer
15 25 (2.50%) Architect
15 25 (2.50%) JavaScript Developer
16 24 (2.40%) Developer/Software Engineer
16 24 (2.40%) Lead Business Analyst
17 23 (2.30%) Network Engineer
Libraries, Frameworks & Software Standards
1 187 (18.72%) HTML
2 143 (14.31%) .NET
3 102 (10.21%) XML
4 96 (9.61%) AngularJS
5 93 (9.31%) CSS
6 69 (6.91%) Web Services
7 42 (4.20%) ASP.NET
7 42 (4.20%) HTML5
8 38 (3.80%) Spring
9 35 (3.50%) JSON
10 33 (3.30%) .NET Framework
11 31 (3.10%) jQuery
12 29 (2.90%) RabbitMQ
13 26 (2.60%) Node.js
14 21 (2.10%) Twitter Bootstrap
15 20 (2.00%) Ionic Framework
15 20 (2.00%) RESTful
16 18 (1.80%) SOAP
17 17 (1.70%) WCF
18 16 (1.60%) Boost C++ Libraries
Miscellaneous
1 134 (13.41%) Computer Science
2 54 (5.41%) Data Centre
3 45 (4.50%) Mobile App
4 41 (4.10%) Analytical Mindset
5 38 (3.80%) Client/Server
6 29 (2.90%) User Experience
7 24 (2.40%) Management Information System
8 23 (2.30%) Acoustics
9 22 (2.20%) Foreign Exchange (FX)
10 19 (1.90%) Greenfield Project
11 17 (1.70%) Algorithms
12 15 (1.50%) Field-Programmable Gate Array
13 11 (1.10%) Enterprise Software
14 10 (1.00%) Blackberry
14 10 (1.00%) Internet of Things
14 10 (1.00%) iPhone
15 9 (0.90%) Public Cloud
16 8 (0.80%) EPoS
16 8 (0.80%) Fintech
16 8 (0.80%) Smart Energy
Operating Systems
1 139 (13.91%) Windows
2 94 (9.41%) Linux
3 54 (5.41%) Windows Server
4 48 (4.80%) Unix
5 21 (2.10%) Windows 7
5 21 (2.10%) Windows Server 2008
6 18 (1.80%) Apple iOS
7 16 (1.60%) Windows Server 2012
8 15 (1.50%) Android
8 15 (1.50%) Windows Embedded Compact
9 10 (1.00%) Windows 8
9 10 (1.00%) Windows Phone
9 10 (1.00%) Windows Vista
9 10 (1.00%) Windows XP
10 6 (0.60%) CentOS
11 4 (0.40%) Windows 10
12 3 (0.30%) Ubuntu
13 2 (0.20%) Mac OS
13 2 (0.20%) Mac OS X
14 1 (0.10%) OS/400
Processes & Methodologies
1 222 (22.22%) Agile Software Development
2 140 (14.01%) Software Engineering
3 125 (12.51%) Mathematics
4 103 (10.31%) Project Management
5 100 (10.01%) Analytics
6 86 (8.61%) Business Intelligence
7 82 (8.21%) E-Commerce
8 71 (7.11%) SDLC
9 69 (6.91%) ITIL
10 63 (6.31%) OO
11 62 (6.21%) Business Analysis
12 57 (5.71%) TDD
13 55 (5.51%) Migration
14 53 (5.31%) Visualisation
15 51 (5.11%) Stakeholder Management
16 50 (5.01%) DevOps
17 49 (4.90%) Data Visualisation
17 49 (4.90%) Web Development
18 48 (4.80%) MVC
19 46 (4.60%) Mentoring
Programming Languages
1 272 (27.23%) SQL
2 187 (18.72%) C#
3 156 (15.62%) JavaScript
4 143 (14.31%) Java
5 97 (9.71%) C++
6 93 (9.31%) Python
7 57 (5.71%) C
8 56 (5.61%) T-SQL
9 43 (4.30%) PowerShell
10 24 (2.40%) VB.NET
11 23 (2.30%) R
12 22 (2.20%) TypeScript
12 22 (2.20%) VB
13 19 (1.90%) Perl
14 17 (1.70%) MATLAB
15 16 (1.60%) Objective-C
16 15 (1.50%) PL/SQL
16 15 (1.50%) Scala
17 14 (1.40%) Embedded C++
17 14 (1.40%) PHP
Qualifications
1 259 (25.93%) Degree
2 58 (5.81%) Microsoft Certification
3 54 (5.41%) Computer Science Degree
4 38 (3.80%) PhD
5 31 (3.10%) Cisco Certification
6 29 (2.90%) ISEB
7 27 (2.70%) MCP
8 25 (2.50%) Numerate Degree
9 19 (1.90%) CCNA
9 19 (1.90%) MCSE
10 12 (1.20%) PMP
10 12 (1.20%) Security Cleared
11 11 (1.10%) CCNP
11 11 (1.10%) MCITP
12 10 (1.00%) ITIL Certification
12 10 (1.00%) SC Cleared
13 8 (0.80%) MCSA
14 6 (0.60%) CCDP
14 6 (0.60%) CISSP
15 5 (0.50%) PMI Certification
Quality Assurance & Compliance
1 48 (4.80%) QA
2 37 (3.70%) SLA
3 27 (2.70%) Data Quality
4 22 (2.20%) PMO
5 11 (1.10%) ISO/IEC 27001
6 10 (1.00%) PCI DSS
7 6 (0.60%) GDPR
8 4 (0.40%) Cyber Essentials
8 4 (0.40%) Cyber Essentials PLUS
8 4 (0.40%) DICOM
8 4 (0.40%) HL7
9 3 (0.30%) GMP
9 3 (0.30%) ISO/IEC 20000
10 2 (0.20%) GAMP
11 1 (0.10%) GxP
11 1 (0.10%) ISO 9001
11 1 (0.10%) Sarbanes-Oxley
System Software
1 56 (5.61%) Active Directory
2 54 (5.41%) VMware Infrastructure
3 24 (2.40%) Hyper-V
4 17 (1.70%) Apache Flume
5 10 (1.00%) Docker
6 9 (0.90%) Xen
7 6 (0.60%) vSphere
8 5 (0.50%) VMware NSX
9 1 (0.10%) NFS
9 1 (0.10%) Oracle RAC
9 1 (0.10%) VMware ESXi
9 1 (0.10%) XenApp
Systems Management
1 21 (2.10%) Consul
2 18 (1.80%) Ansible
2 18 (1.80%) Opscode Chef
3 17 (1.70%) Puppet
4 12 (1.20%) Graphite
5 8 (0.80%) Microsoft Intune
6 5 (0.50%) Kubernetes
6 5 (0.50%) vCenter Server
6 5 (0.50%) vRealize
7 4 (0.40%) Docker Swarm
8 3 (0.30%) Systems Management Server (SMS)
9 2 (0.20%) Salt
9 2 (0.20%) Terraform
10 1 (0.10%) Cisco CME
10 1 (0.10%) Cisco CUCM
10 1 (0.10%) Failover Clustering
10 1 (0.10%) Hadoop YARN
10 1 (0.10%) Nagios
10 1 (0.10%) Packer
10 1 (0.10%) Tivoli
Vendors
1 190 (19.02%) Microsoft
2 97 (9.71%) VMware
3 76 (7.61%) Google
4 65 (6.51%) Oracle
5 63 (6.31%) Cisco
5 63 (6.31%) Tableau
6 56 (5.61%) Citrix
7 43 (4.30%) SAP
8 39 (3.90%) CheckPoint
9 34 (3.40%) Arista
9 34 (3.40%) F5
9 34 (3.40%) Palo Alto
10 30 (3.00%) Fortinet
11 18 (1.80%) Sybase
12 11 (1.10%) EMC
13 10 (1.00%) Adobe
13 10 (1.00%) Avaya
14 9 (0.90%) Rackspace
14 9 (0.90%) Siemens
15 8 (0.80%) Cloudera