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

Analytical Skills
England > East of England
6 months to
22 Jun 2018
Same period 2017 Same period 2016
Rank 22 27 20
Rank change year-on-year +5 -7 +1
Permanent jobs citing Analytical Skills 1,070 965 1,282
As % of all permanent IT jobs advertised in the East of England 8.73% 7.90% 9.07%
As % of the Miscellaneous category 19.49% 18.32% 20.53%
Number of salaries quoted 717 735 1,020
East of England median annual salary £49,500 £42,500 £42,500
Median salary % change year-on-year +16.47% - +6.25%
10th Percentile £27,724 £23,350 £25,725
90th Percentile £71,250 £68,250 £62,500
England median annual salary £49,500 £45,000 £45,500
% change year-on-year +10.00% -1.10% +1.11%

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 5,491 5,268 6,245
As % of all permanent IT jobs advertised in the East of England 44.81% 43.15% 44.19%
Number of salaries quoted 3,948 4,126 4,977
East of England median annual salary £47,500 £43,000 £45,000
Median salary % change year-on-year +10.47% -4.44% +7.14%
10th Percentile £26,250 £25,000 £25,750
90th Percentile £71,250 £67,500 £67,500
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 22 June 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 22 June 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 +2 432 £55,000 +29.41% 35
Cambridgeshire +15 411 £42,500 -5.56% 41
Essex +14 105 £50,000 +25.00% 21
Suffolk -13 58 £67,500 +77.63% 10
Bedfordshire -24 47 £46,500 +0.54% 20
Norfolk -8 17 £45,750 +40.77% 4
Analytical Skills
England

For the 6 months to 22 June 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.

1 459 (42.90%) Problem-Solving
2 300 (28.04%) SQL
3 284 (26.54%) Degree
4 260 (24.30%) Microsoft
5 253 (23.64%) Agile Software Development
6 237 (22.15%) Finance
7 172 (16.07%) SQL Server
8 149 (13.93%) Retail
9 141 (13.18%) ITIL
10 136 (12.71%) Linux
10 136 (12.71%) .NET
10 136 (12.71%) C#
11 132 (12.34%) HTML
11 132 (12.34%) Computer Science
12 128 (11.96%) Windows
13 122 (11.40%) Mathematics
14 121 (11.31%) JavaScript
15 118 (11.03%) Oracle
16 110 (10.28%) Business Intelligence
17 108 (10.09%) Python
17 108 (10.09%) Self-Motivation
18 98 (9.16%) Analytics
18 98 (9.16%) Project Management
19 96 (8.97%) SDLC
20 95 (8.88%) Management Information System
21 93 (8.69%) VMware
22 88 (8.22%) Firewall
23 85 (7.94%) DevOps
24 81 (7.57%) Amazon AWS
25 80 (7.48%) CSS

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 32 (2.99%) SharePoint
2 26 (2.43%) MS Exchange
3 21 (1.96%) Oracle SOA Suite
4 18 (1.68%) Exchange Server 2013
5 17 (1.59%) Exchange Server 2010
6 13 (1.21%) Elasticsearch
7 12 (1.12%) Oracle Service Bus
8 11 (1.03%) Apache Spark
9 10 (0.93%) Apache
9 10 (0.93%) IIS
9 10 (0.93%) Mule
9 10 (0.93%) Mule ESB
9 10 (0.93%) SAS
10 8 (0.75%) TPMS
11 7 (0.65%) Skype for Business
12 5 (0.47%) Exchange Server 2007
12 5 (0.47%) NetWeaver
12 5 (0.47%) Oracle Application Server
12 5 (0.47%) Tomcat
13 4 (0.37%) DNN
Applications
1 74 (6.92%) Microsoft Excel
2 39 (3.64%) Microsoft Office
3 21 (1.96%) MS Visio
4 8 (0.75%) Microsoft PowerPoint
5 7 (0.65%) Spreadsheet
6 6 (0.56%) Photoshop
7 3 (0.28%) InfoPath
7 3 (0.28%) Microsoft Project
8 2 (0.19%) SPSS
9 1 (0.093%) 3ds Max
9 1 (0.093%) Maya
9 1 (0.093%) ZBrush
Business Applications
1 14 (1.31%) Oracle EBS
2 13 (1.21%) Dynamics CRM
3 10 (0.93%) Dynamics AX
4 9 (0.84%) Dynamics NAV
5 8 (0.75%) NetSuite
6 7 (0.65%) Unit4 Business World
7 6 (0.56%) Cognos Business Intelligence
7 6 (0.56%) Cognos TM1
8 5 (0.47%) Infor M3
8 5 (0.47%) Oracle ERP
8 5 (0.47%) Salesforce.com CRM
9 4 (0.37%) Dynamics GP
9 4 (0.37%) StreamServe
10 1 (0.093%) Epicor Tropos
10 1 (0.093%) Infor LN
10 1 (0.093%) Oracle Applications
10 1 (0.093%) Oracle Financials
10 1 (0.093%) Oracle iProcurement
10 1 (0.093%) ResourceLink
Cloud Services
1 81 (7.57%) Amazon AWS
2 69 (6.45%) Microsoft Azure
3 37 (3.46%) GitHub
4 26 (2.43%) SaaS
5 24 (2.24%) Office 365
6 17 (1.59%) Google Analytics
7 15 (1.40%) Dynamics 365
7 15 (1.40%) Google Cloud Platform
8 14 (1.31%) Cloud Computing
9 9 (0.84%) Boomi
10 8 (0.75%) Adobe Analytics
11 7 (0.65%) Akamai
11 7 (0.65%) Amazon EC2
12 6 (0.56%) Azure Data Factory
13 4 (0.37%) Google Tag Manager
13 4 (0.37%) Salesforce Service Cloud
13 4 (0.37%) Trello
14 3 (0.28%) Force.com
15 2 (0.19%) AWS Elastic Beanstalk
15 2 (0.19%) Virtual Private Cloud
Communications & Networking
1 88 (8.22%) Firewall
2 59 (5.51%) TCP/IP
2 59 (5.51%) WAN
3 53 (4.95%) DNS
4 52 (4.86%) HTTP
5 49 (4.58%) Internet
6 47 (4.39%) LAN
7 40 (3.74%) VPN
8 39 (3.64%) DHCP
9 37 (3.46%) OSPF
10 35 (3.27%) BGP
10 35 (3.27%) MPLS
10 35 (3.27%) SSL
11 34 (3.18%) Network Security
12 28 (2.62%) Cisco ASA
12 28 (2.62%) NetScaler
13 27 (2.52%) IGRP
14 26 (2.43%) Wi-Fi
15 25 (2.34%) Intrusion Detection
16 23 (2.15%) EIGRP
Database & Business Intelligence
1 172 (16.07%) SQL Server
2 55 (5.14%) Relational Database
3 52 (4.86%) Data Warehouse
4 51 (4.77%) Big Data
5 40 (3.74%) SQL Server Integration Services
6 39 (3.64%) Power BI
7 38 (3.55%) SQL Server Reporting Services
8 35 (3.27%) Oracle Database
9 32 (2.99%) NoSQL
10 27 (2.52%) Hadoop
11 24 (2.24%) MongoDB
12 22 (2.06%) SQL Server Analysis Services
13 19 (1.78%) Redis
14 18 (1.68%) BusinessObjects
15 16 (1.50%) MySQL
16 14 (1.31%) Oracle Database 12c
17 13 (1.21%) SQL Server 2008
17 13 (1.21%) SQL Server 2016
18 12 (1.12%) Amazon Redshift
18 12 (1.12%) Data Mining
Development Applications
1 52 (4.86%) JIRA
2 41 (3.83%) Jenkins
3 31 (2.90%) Team Foundation Server
3 31 (2.90%) Visual Studio
4 26 (2.43%) Git (software)
5 24 (2.24%) Selenium
6 13 (1.21%) LabVIEW
6 13 (1.21%) TeamCity
7 12 (1.12%) ReSharper
8 8 (0.75%) Atlassian Bamboo
9 6 (0.56%) SoapUI
10 5 (0.47%) Cucumber
10 5 (0.47%) Jasmine
10 5 (0.47%) Mocha
10 5 (0.47%) SQL Server Management Studio (SSMS)
10 5 (0.47%) WebDriver
11 4 (0.37%) Axure RP
11 4 (0.37%) Balsamiq Mockups
11 4 (0.37%) Bitbucket
11 4 (0.37%) VersionOne
General
1 237 (22.15%) Finance
2 149 (13.93%) Retail
3 47 (4.39%) Marketing
4 42 (3.93%) Advertising
5 25 (2.34%) Manufacturing
6 18 (1.68%) Publishing
7 17 (1.59%) Telecoms
8 15 (1.40%) Games
9 12 (1.12%) Law
10 10 (0.93%) Automotive
11 9 (0.84%) Back Office
11 9 (0.84%) Electronics
11 9 (0.84%) Pharmaceutical
12 6 (0.56%) Legal
13 5 (0.47%) Billing
13 5 (0.47%) German Language
14 4 (0.37%) Multimedia
15 3 (0.28%) Spanish Language
16 2 (0.19%) Dutch Language
17 1 (0.093%) Local Government
Job Titles
1 291 (27.20%) Analyst
2 204 (19.07%) Developer
3 84 (7.85%) Business Analyst
4 76 (7.10%) Software Developer
5 55 (5.14%) C# Developer
6 50 (4.67%) Product Manager
7 42 (3.93%) .NET Developer
8 41 (3.83%) C# Software Developer
9 38 (3.55%) Software Engineer
10 37 (3.46%) Graduate
11 35 (3.27%) Architect
12 33 (3.08%) Developer/Software Engineer
13 29 (2.71%) Team Leader
14 28 (2.62%) Senior Developer
15 27 (2.52%) C# Software Engineer
15 27 (2.52%) Network Engineer
15 27 (2.52%) Security Engineer
15 27 (2.52%) Senior Manager
15 27 (2.52%) SQL Developer
16 26 (2.43%) Project Manager
Libraries, Frameworks & Software Standards
1 136 (12.71%) .NET
2 132 (12.34%) HTML
3 80 (7.48%) CSS
4 72 (6.73%) XML
5 45 (4.21%) AngularJS
6 42 (3.93%) Web Services
7 39 (3.64%) Middleware
8 37 (3.46%) .NET Framework
9 32 (2.99%) HTML5
10 31 (2.90%) ASP.NET
11 30 (2.80%) SOAP
12 25 (2.34%) REST
13 21 (1.96%) Spring
14 20 (1.87%) ASP.NET Web API
15 18 (1.68%) RabbitMQ
15 18 (1.68%) WCF
15 18 (1.68%) WSDL
16 17 (1.59%) ASP.NET MVC
16 17 (1.59%) RESTful
17 16 (1.50%) XSD
Miscellaneous
1 132 (12.34%) Computer Science
2 108 (10.09%) Self-Motivation
3 95 (8.88%) Management Information System
4 67 (6.26%) Data Centre
5 56 (5.23%) User Experience
6 33 (3.08%) Algorithms
6 33 (3.08%) Analytical Mindset
7 21 (1.96%) Minimum Viable Product
8 18 (1.68%) Driving Licence
9 15 (1.40%) Data Structures
9 15 (1.40%) Enterprise Software
9 15 (1.40%) Fintech
9 15 (1.40%) Security Operations Centre
10 14 (1.31%) Mobile App
11 13 (1.21%) Acoustics
12 10 (0.93%) NHS
13 9 (0.84%) HP Storage
13 9 (0.84%) Replication
13 9 (0.84%) Robotics
14 8 (0.75%) Cyber Kill Chain
Operating Systems
1 136 (12.71%) Linux
2 128 (11.96%) Windows
3 45 (4.21%) Windows Server
4 44 (4.11%) Unix
5 26 (2.43%) Windows Server 2008
6 17 (1.59%) Windows Server 2012
7 15 (1.40%) Windows Server 2003
8 9 (0.84%) Android
8 9 (0.84%) HPUX
8 9 (0.84%) Mac OS X
8 9 (0.84%) Red Hat Enterprise Linux
8 9 (0.84%) Windows 7
9 8 (0.75%) CentOS
10 7 (0.65%) Apple iOS
11 6 (0.56%) Windows 10
12 3 (0.28%) Windows 2000 Server
13 2 (0.19%) Windows 8
14 1 (0.093%) Embedded Linux
Processes & Methodologies
1 459 (42.90%) Problem-Solving
2 253 (23.64%) Agile Software Development
3 141 (13.18%) ITIL
4 122 (11.40%) Mathematics
5 110 (10.28%) Business Intelligence
6 98 (9.16%) Analytics
6 98 (9.16%) Project Management
7 96 (8.97%) SDLC
8 85 (7.94%) DevOps
9 77 (7.20%) Software Engineering
10 71 (6.64%) Coaching
11 67 (6.26%) E-Commerce
12 66 (6.17%) Decision-Making
13 65 (6.07%) Analytical Thinking
14 64 (5.98%) Scrum
15 63 (5.89%) Stakeholder Management
16 61 (5.70%) Business Analysis
16 61 (5.70%) Creative Thinking
17 58 (5.42%) ERP
18 55 (5.14%) Line Management
Programming Languages
1 300 (28.04%) SQL
2 136 (12.71%) C#
3 121 (11.31%) JavaScript
4 108 (10.09%) Python
5 70 (6.54%) Java
5 70 (6.54%) T-SQL
6 50 (4.67%) PowerShell
7 36 (3.36%) R
8 33 (3.08%) VBA
9 30 (2.80%) C
10 27 (2.52%) C++
10 27 (2.52%) TypeScript
11 19 (1.78%) PL/SQL
12 17 (1.59%) VB
13 15 (1.40%) Perl
14 13 (1.21%) MATLAB
15 9 (0.84%) Bash Shell
15 9 (0.84%) VB.NET
16 7 (0.65%) Scala
17 6 (0.56%) Shell Script
Qualifications
1 284 (26.54%) Degree
2 58 (5.42%) Computer Science Degree
3 39 (3.64%) Cisco Certification
4 38 (3.55%) CISSP
5 37 (3.46%) Microsoft Certification
6 34 (3.18%) PhD
7 28 (2.62%) CCNA
7 28 (2.62%) MCSE
8 25 (2.34%) Security Cleared
9 23 (2.15%) ITIL Certification
9 23 (2.15%) Numerate Degree
10 18 (1.68%) CISM
11 17 (1.59%) CCNP
11 17 (1.59%) GCIH
11 17 (1.59%) GSEC
11 17 (1.59%) SSCP
12 16 (1.50%) MCSA
13 15 (1.40%) CISA
13 15 (1.40%) GIAC
14 14 (1.31%) SC Cleared
Quality Assurance & Compliance
1 45 (4.21%) QA
2 37 (3.46%) Data Quality
3 30 (2.80%) ISO/IEC 27001
4 27 (2.52%) SLA
5 13 (1.21%) PMO
6 11 (1.03%) GCP
7 10 (0.93%) PCI DSS
8 9 (0.84%) GDPR
9 6 (0.56%) Sarbanes-Oxley
10 5 (0.47%) HIPAA
11 3 (0.28%) Actionable Recommendations
11 3 (0.28%) COBIT
12 2 (0.19%) GxP
12 2 (0.19%) ISO/IEC 20000
12 2 (0.19%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
13 1 (0.093%) Cyber Essentials
13 1 (0.093%) Def Stans
13 1 (0.093%) GMP
13 1 (0.093%) ISO 9001
13 1 (0.093%) WAI
System Software
1 40 (3.74%) VMware Infrastructure
2 37 (3.46%) Active Directory
3 21 (1.96%) Hyper-V
4 14 (1.31%) Firmware
5 13 (1.21%) VMware ESXi
6 12 (1.12%) vSphere
7 8 (0.75%) VMware NSX
7 8 (0.75%) Xen
8 6 (0.56%) Docker
9 5 (0.47%) Terminal Services
9 5 (0.47%) XenApp
10 3 (0.28%) Active Directory Lightweight Directory Services
11 2 (0.19%) Oracle RAC
12 1 (0.093%) Apache ZooKeeper
12 1 (0.093%) VMware Workstation
Systems Management
1 27 (2.52%) Puppet
2 26 (2.43%) Opscode Chef
3 21 (1.96%) Oracle Enterprise Manager
4 19 (1.78%) Oracle Identity Manager
4 19 (1.78%) SCCM
5 16 (1.50%) Ansible
6 13 (1.21%) Consul
6 13 (1.21%) Graphite
7 10 (0.93%) Terraform
8 9 (0.84%) HP Data Protector
9 8 (0.75%) RSA Security Analytics
9 8 (0.75%) vCenter Server
9 8 (0.75%) vRealize
10 7 (0.65%) NetApp OnCommand
11 5 (0.47%) FortiGate
11 5 (0.47%) SCOM
12 4 (0.37%) CA Service Virtualization
13 3 (0.28%) Symantec Endpoint Protection
14 2 (0.19%) HAProxy
14 2 (0.19%) Kubernetes
Vendors
1 260 (24.30%) Microsoft
2 118 (11.03%) Oracle
3 93 (8.69%) VMware
4 76 (7.10%) Cisco
5 63 (5.89%) Tableau
6 55 (5.14%) Citrix
7 48 (4.49%) CheckPoint
8 41 (3.83%) Google
9 28 (2.62%) Arista
9 28 (2.62%) Palo Alto
10 27 (2.52%) F5
11 26 (2.43%) SAP
12 24 (2.24%) Fortinet
12 24 (2.24%) Riverbed
12 24 (2.24%) Splunk
13 22 (2.06%) Avaya
13 22 (2.06%) IBM
14 20 (1.87%) Alteryx
14 20 (1.87%) Salesforce.com
15 19 (1.78%) WorldPay