Period
to 25 May 2020

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 25 May 2020 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > East of England
6 months to
25 May 2020
Same period 2019 Same period 2018
Rank 23 23 27
Rank change year-on-year 0 +4 +1
Permanent jobs citing Analytical Skills 381 703 1,050
As % of all permanent jobs advertised in the East of England 8.86% 8.81% 8.41%
As % of the Miscellaneous category 20.97% 22.18% 21.29%
Number of salaries quoted 312 506 732
Median annual salary £45,000 £40,500 £50,000
Median salary % change year-on-year +11.11% -19.00% +17.65%
10th Percentile £29,000 £25,250 £30,500
90th Percentile £85,000 £73,750 £71,250
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +11.11%

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 1,817 3,169 4,931
As % of all permanent IT jobs advertised in the East of England 42.24% 39.70% 39.51%
Number of salaries quoted 1,256 2,288 3,557
Median annual salary £47,500 £47,500 £47,500
10th Percentile £27,500 £26,750 £27,000
90th Percentile £77,500 £75,000 £71,250
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Analytical Skills
Job Vacancy Trend in the East of England

Job postings citing Analytical Skills as a proportion 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

3-month moving average salary quoted in 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

Salary distribution for jobs citing Analytical Skills in the East of England over the 6 months to 25 May 2020.

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 25 May 2020. 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 -3 131 £62,500 +38.89% 9
Cambridgeshire +6 122 £40,000 - 13
Essex +17 55 £42,500 +46.55% 10
Bedfordshire +2 35 £75,000 +66.67% 4
Suffolk +4 25 £55,000 +37.50%
Norfolk -4 13 £40,000 -10.80% 4
Analytical Skills
England

For the 6 months to 25 May 2020, 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.

1 184 (48.29%) Problem-Solving
2 100 (26.25%) SQL
2 100 (26.25%) Microsoft
3 88 (23.10%) Agile Software Development
4 80 (21.00%) Windows
5 79 (20.73%) Linux
6 74 (19.42%) ITIL
7 71 (18.64%) Degree
8 66 (17.32%) Python
8 66 (17.32%) Azure
9 62 (16.27%) SQL Server
10 58 (15.22%) Analytics
11 50 (13.12%) Finance
12 49 (12.86%) Self-Motivation
13 48 (12.60%) Office 365
14 44 (11.55%) .NET
15 43 (11.29%) Microsoft Excel
16 42 (11.02%) VMware
17 41 (10.76%) C
17 41 (10.76%) Security Cleared
18 38 (9.97%) VMware Infrastructure
18 38 (9.97%) Active Directory
19 37 (9.71%) Business Intelligence
19 37 (9.71%) Time Management
20 36 (9.45%) Continuous Improvement
21 34 (8.92%) Software Engineering
21 34 (8.92%) Scrum
21 34 (8.92%) Project Management
22 33 (8.66%) Firewall
22 33 (8.66%) Windows Server

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 19 (4.99%) Apache Spark
1 19 (4.99%) SharePoint
2 7 (1.84%) Confluence
3 4 (1.05%) Elasticsearch
3 4 (1.05%) MS Exchange
4 3 (0.79%) IIS
4 3 (0.79%) SAS
4 3 (0.79%) Tomcat
5 2 (0.52%) Alfresco
5 2 (0.52%) Jupyter
6 1 (0.26%) CMS
6 1 (0.26%) Documentum
6 1 (0.26%) nginx
6 1 (0.26%) OpenStack
6 1 (0.26%) SharePoint 2013
6 1 (0.26%) Sitecore CMS
6 1 (0.26%) WebSphere
Applications
1 43 (11.29%) Microsoft Excel
2 11 (2.89%) Microsoft Office
3 6 (1.57%) Microsoft PowerPoint
3 6 (1.57%) MS Visio
3 6 (1.57%) OrCAD
4 4 (1.05%) Spreadsheet
5 2 (0.52%) Microsoft Project
6 1 (0.26%) Gephi
6 1 (0.26%) SPSS
Business Applications
1 6 (1.57%) Dynamics CRM
2 4 (1.05%) PeopleSoft CRM
2 4 (1.05%) PeopleSoft Financials
2 4 (1.05%) PeopleSoft HCM
2 4 (1.05%) PeopleSoft HRMS
3 3 (0.79%) Oracle ERP
4 2 (0.52%) Dynamics AX
4 2 (0.52%) NetSuite
4 2 (0.52%) Oracle Cash Management
4 2 (0.52%) Oracle EBS
4 2 (0.52%) Oracle EBS R12
5 1 (0.26%) Magento
5 1 (0.26%) Oracle Applications
5 1 (0.26%) SAP MM
5 1 (0.26%) SAP SD
5 1 (0.26%) Unit4 Business World
Cloud Services
1 66 (17.32%) Azure
2 48 (12.60%) Office 365
3 21 (5.51%) AWS
4 14 (3.67%) Power Platform
5 13 (3.41%) GCP
6 8 (2.10%) Azure Active Directory
6 8 (2.10%) OneDrive
6 8 (2.10%) SaaS
7 5 (1.31%) Serverless
8 4 (1.05%) Amazon SQS
9 3 (0.79%) AWS Lambda
9 3 (0.79%) Azure Data Factory
9 3 (0.79%) Cloud Computing
9 3 (0.79%) Dynamics 365
9 3 (0.79%) GitHub
9 3 (0.79%) IaaS
9 3 (0.79%) PowerApps
10 2 (0.52%) npm
11 1 (0.26%) Azure Machine Learning
11 1 (0.26%) Oracle CX
Communications & Networking
1 33 (8.66%) Firewall
2 21 (5.51%) LAN
3 20 (5.25%) WAN
4 18 (4.72%) TCP/IP
5 12 (3.15%) DHCP
5 12 (3.15%) DNS
5 12 (3.15%) Internet
6 11 (2.89%) SAN
6 11 (2.89%) Wireless
7 8 (2.10%) Cisco Wireless
7 8 (2.10%) Network Security
7 8 (2.10%) Wireshark
8 7 (1.84%) VPN
9 5 (1.31%) MPLS
10 4 (1.05%) BGP
10 4 (1.05%) Cisco ASA
10 4 (1.05%) OSPF
10 4 (1.05%) VoIP
11 3 (0.79%) Ethernet
11 3 (0.79%) HTTP
Database & Business Intelligence
1 62 (16.27%) SQL Server
2 32 (8.40%) Big Data
3 27 (7.09%) Data Warehouse
4 26 (6.82%) MySQL
5 19 (4.99%) MS Access
6 18 (4.72%) Apache Hive
7 16 (4.20%) Impala
8 15 (3.94%) Apache Kudu
8 15 (3.94%) OLTP
8 15 (3.94%) SQL Server 2012
8 15 (3.94%) SQL Server 2016
9 13 (3.41%) NoSQL
9 13 (3.41%) Relational Database
10 12 (3.15%) Crystal Reports
10 12 (3.15%) Power BI
11 11 (2.89%) MongoDB
12 9 (2.36%) PostgreSQL
13 7 (1.84%) Hadoop
14 6 (1.57%) OLAP
14 6 (1.57%) SQL Server Integration Services
Development Applications
1 19 (4.99%) Git (software)
2 13 (3.41%) JIRA
3 7 (1.84%) MSI
4 6 (1.57%) Jenkins
5 5 (1.31%) Bitbucket
6 4 (1.05%) Grunt
6 4 (1.05%) gulp
6 4 (1.05%) LabVIEW
6 4 (1.05%) PeopleTools
6 4 (1.05%) Team Foundation Server
7 3 (0.79%) Selenium
7 3 (0.79%) Visual Studio
8 2 (0.52%) Appium
8 2 (0.52%) Axure RP
8 2 (0.52%) Eclipse
8 2 (0.52%) eggPlant
8 2 (0.52%) Maven
8 2 (0.52%) Oracle Forms
8 2 (0.52%) SoapUI
8 2 (0.52%) webpack
General
1 50 (13.12%) Finance
2 20 (5.25%) Legal
3 11 (2.89%) Electronics
4 10 (2.62%) Pharmaceutical
5 9 (2.36%) Back Office
5 9 (2.36%) Manufacturing
5 9 (2.36%) Marketing
6 8 (2.10%) Retail
7 3 (0.79%) Aerospace
7 3 (0.79%) Law
8 2 (0.52%) Local Government
8 2 (0.52%) Public Sector
8 2 (0.52%) Telecoms
9 1 (0.26%) Financial Institution
9 1 (0.26%) French Language
9 1 (0.26%) Games
9 1 (0.26%) German Language
9 1 (0.26%) Korean Language
9 1 (0.26%) Publishing
9 1 (0.26%) Spanish Language
Job Titles
1 74 (19.42%) Analyst
2 68 (17.85%) Developer
3 31 (8.14%) Architect
4 26 (6.82%) Infrastructure Engineer
5 24 (6.30%) Software Engineer
6 22 (5.77%) Consultant
7 18 (4.72%) .NET Developer
7 18 (4.72%) Data Architect
8 16 (4.20%) Senior Infrastructure Engineer
8 16 (4.20%) Software Developer
9 15 (3.94%) Data Consultant
9 15 (3.94%) Data Migration Consultant
9 15 (3.94%) Data Migration Lead
9 15 (3.94%) DevOps Manager
9 15 (3.94%) Migration Consultant
9 15 (3.94%) Support Analyst
10 13 (3.41%) Network Engineer
10 13 (3.41%) Senior Developer
11 12 (3.15%) Data Engineer
11 12 (3.15%) Firmware Engineer
Libraries, Frameworks & Software Standards
1 44 (11.55%) .NET
2 31 (8.14%) HTML
3 26 (6.82%) CSS
4 19 (4.99%) AngularJS
5 17 (4.46%) Kafka
6 13 (3.41%) ASP.NET
7 12 (3.15%) Web Services
8 11 (2.89%) REST
9 9 (2.36%) ASP.NET Web API
9 9 (2.36%) NumPy
9 9 (2.36%) RESTful
10 8 (2.10%) Node.js
11 7 (1.84%) .NET Core
11 7 (1.84%) RabbitMQ
11 7 (1.84%) React
11 7 (1.84%) SciPy
11 7 (1.84%) WinForms
11 7 (1.84%) XML
12 6 (1.57%) HTML5
12 6 (1.57%) jQuery
Miscellaneous
1 49 (12.86%) Self-Motivation
2 29 (7.61%) User Experience
3 20 (5.25%) Management Information System
4 16 (4.20%) Field-Programmable Gate Array
5 14 (3.67%) Data Structures
6 13 (3.41%) Algorithms
7 12 (3.15%) Driving Licence
8 10 (2.62%) Analytical Mindset
9 7 (1.84%) e-Learning
10 6 (1.57%) Data Centre
10 6 (1.57%) VHDL
11 5 (1.31%) Blog
11 5 (1.31%) Enterprise Software
11 5 (1.31%) Enterprise Storage
11 5 (1.31%) Security Operations Centre
12 4 (1.05%) Acoustics
12 4 (1.05%) CAN bus
12 4 (1.05%) Fibre Optics
12 4 (1.05%) Smartphone
13 3 (0.79%) NHS
Operating Systems
1 80 (21.00%) Windows
2 79 (20.73%) Linux
3 33 (8.66%) Windows Server
4 20 (5.25%) Unix
5 12 (3.15%) Windows 7
6 11 (2.89%) Windows Server 2008
7 10 (2.62%) Ubuntu
7 10 (2.62%) Windows Server 2003
7 10 (2.62%) Windows Server 2012
8 7 (1.84%) CentOS
8 7 (1.84%) Red Hat Enterprise Linux
9 5 (1.31%) Fedora
9 5 (1.31%) Windows 10
10 3 (0.79%) Windows Server 2016
11 2 (0.52%) Apple iOS
11 2 (0.52%) Mac OS
11 2 (0.52%) Windows Server 2019
11 2 (0.52%) Windows XP
12 1 (0.26%) Android
12 1 (0.26%) Embedded Linux
Processes & Methodologies
1 184 (48.29%) Problem-Solving
2 88 (23.10%) Agile Software Development
3 74 (19.42%) ITIL
4 58 (15.22%) Analytics
5 37 (9.71%) Business Intelligence
5 37 (9.71%) Time Management
6 36 (9.45%) Continuous Improvement
7 34 (8.92%) Project Management
7 34 (8.92%) Scrum
7 34 (8.92%) Software Engineering
8 31 (8.14%) Service Management
9 30 (7.87%) Data Analysis
9 30 (7.87%) Infrastructure Engineering
10 28 (7.35%) Data Analytics
11 27 (7.09%) Stakeholder Management
12 26 (6.82%) Change Management
12 26 (6.82%) Collaborative Working
12 26 (6.82%) Data Engineering
12 26 (6.82%) ETL
12 26 (6.82%) Service Delivery
Programming Languages
1 100 (26.25%) SQL
2 66 (17.32%) Python
3 41 (10.76%) C
4 32 (8.40%) JavaScript
5 29 (7.61%) C#
5 29 (7.61%) VB
6 28 (7.35%) C++
6 28 (7.35%) Java
6 28 (7.35%) VBA
7 27 (7.09%) PowerShell
8 22 (5.77%) PHP
8 22 (5.77%) Shell Script
9 19 (4.99%) TypeScript
10 15 (3.94%) Bash Shell
11 7 (1.84%) Go
11 7 (1.84%) MATLAB
11 7 (1.84%) Scala
12 6 (1.57%) R
13 4 (1.05%) Embedded C
13 4 (1.05%) VB.NET
Qualifications
1 71 (18.64%) Degree
2 41 (10.76%) Security Cleared
3 31 (8.14%) SC Cleared
4 19 (4.99%) DV Cleared
5 18 (4.72%) Cisco Certification
6 17 (4.46%) CCNA
7 12 (3.15%) SANS
8 9 (2.36%) SSCP
9 8 (2.10%) ITIL Foundation Certificate
9 8 (2.10%) JNCIA
9 8 (2.10%) PhD
10 7 (1.84%) CISSP
10 7 (1.84%) CompTIA Security+
10 7 (1.84%) MCSE
10 7 (1.84%) Microsoft Certification
10 7 (1.84%) Network+ Certification
11 6 (1.57%) CCNP
11 6 (1.57%) GIAC
11 6 (1.57%) Linux+ Certification
12 3 (0.79%) HND
Quality Assurance & Compliance
1 25 (6.56%) SLA
2 22 (5.77%) Data Quality
3 13 (3.41%) GxP
4 10 (2.62%) QA
5 5 (1.31%) AICPA
5 5 (1.31%) COBIT
5 5 (1.31%) NIST
6 4 (1.05%) GDPR
6 4 (1.05%) ISO/IEC 27001
7 2 (0.52%) CDISC
7 2 (0.52%) ISO 9001
7 2 (0.52%) PMO
8 1 (0.26%) 21 CFR Part 11
8 1 (0.26%) Cyber Essentials
8 1 (0.26%) GLP
8 1 (0.26%) Good Clinical Practice
8 1 (0.26%) HL7
8 1 (0.26%) PCI DSS
System Software
1 38 (9.97%) Active Directory
1 38 (9.97%) VMware Infrastructure
2 26 (6.82%) vSphere
3 22 (5.77%) VMware ESXi
4 19 (4.99%) Firmware
5 18 (4.72%) Hyper-V
6 17 (4.46%) Apache Flume
6 17 (4.46%) Docker
7 7 (1.84%) Microsoft App-V
8 6 (1.57%) HDFS
9 5 (1.31%) NFS
9 5 (1.31%) Samba
9 5 (1.31%) VirtualBox
9 5 (1.31%) Xen
10 1 (0.26%) Terminal Services
10 1 (0.26%) VMware NSX
10 1 (0.26%) XenApp
Systems Management
1 16 (4.20%) Oozie
1 16 (4.20%) SCCM
2 7 (1.84%) Ansible
2 7 (1.84%) Kubernetes
2 7 (1.84%) Puppet
3 6 (1.57%) vCenter Server
4 5 (1.31%) Docker Swarm
4 5 (1.31%) Nagios
4 5 (1.31%) OpenNMS
4 5 (1.31%) ZABBIX
5 3 (0.79%) Kibana
6 2 (0.52%) HP ALM
6 2 (0.52%) logstash
6 2 (0.52%) Opscode Chef
7 1 (0.26%) Microsoft Clustering
7 1 (0.26%) Microsoft Intune
7 1 (0.26%) Norton AntiVirus
7 1 (0.26%) SCOM
7 1 (0.26%) vRealize
7 1 (0.26%) WSUS
Vendors
1 100 (26.25%) Microsoft
2 42 (11.02%) VMware
3 31 (8.14%) Cisco
4 28 (7.35%) Tableau
5 27 (7.09%) HP
6 19 (4.99%) Oracle
7 15 (3.94%) Veeam
8 13 (3.41%) NetApp
9 12 (3.15%) Google
10 11 (2.89%) Juniper
11 10 (2.62%) Citrix
11 10 (2.62%) Xilinx
12 8 (2.10%) EMC
13 7 (1.84%) Cloudera
13 7 (1.84%) SAP
14 6 (1.57%) Altera
14 6 (1.57%) Atlassian
14 6 (1.57%) Dell
14 6 (1.57%) Hortonworks
15 5 (1.31%) Salesforce.com