Period
to 23 April 2021

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 23 April 2021 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > East of England
6 months to
23 Apr 2021
Same period 2020 Same period 2019
Rank 23 23 23
Rank change year-on-year 0 0 +6
Permanent jobs citing Analytical Skills 307 464 722
As % of all permanent jobs advertised in the East of England 8.51% 8.99% 8.61%
As % of the Miscellaneous category 21.07% 20.85% 21.29%
Number of salaries quoted 172 351 500
10th Percentile £26,250 £27,500 £26,225
25th Percentile £32,188 £35,000 £31,250
Median annual salary (50th Percentile) £40,000 £45,000 £40,250
Median % change year-on-year -11.11% +11.80% -19.50%
75th Percentile £53,750 £67,500 £55,000
90th Percentile £63,750 £85,000 £68,875
England median annual salary £51,000 £51,500 £50,000
% change year-on-year -0.97% +3.00% -

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 1,457 2,225 3,392
As % of all permanent IT jobs advertised in the East of England 40.37% 43.11% 40.47%
Number of salaries quoted 786 1,576 2,482
10th Percentile £27,750 £27,500 £26,250
25th Percentile £35,428 £35,428 £33,750
Median annual salary (50th Percentile) £47,750 £47,500 £47,500
Median % change year-on-year +0.53% - -5.00%
75th Percentile £62,500 £61,250 £61,250
90th Percentile £73,750 £77,500 £73,750
England median annual salary £57,000 £55,000 £52,500
% change year-on-year +3.64% +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 23 April 2021.

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 23 April 2021. 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
Cambridgeshire +5 138 £37,500 -6.25% 32
Hertfordshire +3 89 £45,000 -28.00% 31
Bedfordshire +13 42 £34,109 -51.27% 10
Essex -25 21 £35,000 - 22
Norfolk +9 12 - - 3
Suffolk 0 5 £55,000 - 3
Analytical Skills
England

For the 6 months to 23 April 2021, 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.

1 153 (49.84%) Problem-Solving
2 72 (23.45%) SQL
3 64 (20.85%) Degree
4 63 (20.52%) Microsoft
5 54 (17.59%) Law
6 53 (17.26%) Agile Software Development
7 52 (16.94%) Management Information System
8 50 (16.29%) Finance
9 49 (15.96%) Project Management
10 47 (15.31%) ITIL
10 47 (15.31%) Computer Science
11 42 (13.68%) Artificial Intelligence
12 40 (13.03%) Time Management
13 38 (12.38%) Mathematics
14 36 (11.73%) Analytics
15 34 (11.07%) Machine Learning
15 34 (11.07%) Visualisation
16 33 (10.75%) Azure
16 33 (10.75%) Python
17 32 (10.42%) Business Intelligence
18 31 (10.10%) C#
18 31 (10.10%) Life Science
19 30 (9.77%) Incident Management
19 30 (9.77%) Power BI
19 30 (9.77%) Data Science
19 30 (9.77%) Power Platform
20 29 (9.45%) Microsoft Office
21 28 (9.12%) Software Engineering
22 27 (8.79%) Windows
22 27 (8.79%) SharePoint

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 27 (8.79%) SharePoint
2 5 (1.63%) Confluence
3 4 (1.30%) Apache Spark
3 4 (1.30%) SAS
4 3 (0.98%) Jupyter
4 3 (0.98%) MS Exchange
5 2 (0.65%) CMS
5 2 (0.65%) Elasticsearch
6 1 (0.33%) Apache
6 1 (0.33%) nginx
6 1 (0.33%) Oracle Workflow
6 1 (0.33%) Skype for Business
Applications
1 29 (9.45%) Microsoft Office
2 20 (6.51%) Microsoft Excel
3 12 (3.91%) Simulink
4 8 (2.61%) Microsoft PowerPoint
5 5 (1.63%) Microsoft Project
5 5 (1.63%) MS Visio
6 3 (0.98%) Spreadsheet
7 2 (0.65%) Figma
7 2 (0.65%) Gephi
7 2 (0.65%) InVision
8 1 (0.33%) Camtasia
8 1 (0.33%) FrameMaker
Business Applications
1 4 (1.30%) Dynamics CRM
2 3 (0.98%) SAP Oil and Gas
3 2 (0.65%) Magento
3 2 (0.65%) SAP HCM
4 1 (0.33%) Dynamics AX
4 1 (0.33%) SAP CO
4 1 (0.33%) SAP FI
4 1 (0.33%) SAP FI/CO
4 1 (0.33%) SAP HR
4 1 (0.33%) SAP Payroll
Cloud Services
1 33 (10.75%) Azure
2 30 (9.77%) Power Platform
3 20 (6.51%) AWS
4 17 (5.54%) Microsoft 365
4 17 (5.54%) SaaS
5 8 (2.61%) PowerApps
6 7 (2.28%) PaaS
7 6 (1.95%) Dynamics 365
7 6 (1.95%) GitHub
8 5 (1.63%) Azure Logic Apps
8 5 (1.63%) OneDrive
9 3 (0.98%) Azure Data Factory
9 3 (0.98%) Power Automate
10 2 (0.65%) IaaS
10 2 (0.65%) SuccessFactors
11 1 (0.33%) Amazon S3
11 1 (0.33%) AWS CloudFormation
11 1 (0.33%) Cloud Computing
11 1 (0.33%) GCP
Communications & Networking
1 15 (4.89%) DNS
2 14 (4.56%) Network Security
3 12 (3.91%) HTTP
3 12 (3.91%) SSL
4 11 (3.58%) Firewall
5 10 (3.26%) FTP
5 10 (3.26%) SMTP
6 8 (2.61%) Internet
6 8 (2.61%) LAN
6 8 (2.61%) WAN
7 5 (1.63%) VPN
8 4 (1.30%) MPLS
9 3 (0.98%) DHCP
9 3 (0.98%) SAN
9 3 (0.98%) VLAN
9 3 (0.98%) Wireless
10 2 (0.65%) Ethernet
10 2 (0.65%) Fibre Channel
10 2 (0.65%) Intrusion Detection
10 2 (0.65%) TCP/IP
Database & Business Intelligence
1 30 (9.77%) Power BI
2 22 (7.17%) SQL Server
3 18 (5.86%) Tableau
4 15 (4.89%) Data Warehouse
5 12 (3.91%) SQL Server Reporting Services
6 10 (3.26%) Data Mining
7 8 (2.61%) Big Data
8 7 (2.28%) SQL Server Integration Services
9 5 (1.63%) Enterprise Data Warehouse
9 5 (1.63%) SQL Server Analysis Services
10 4 (1.30%) Electronic Patient Records
11 3 (0.98%) Hadoop
12 2 (0.65%) Amazon Redshift
12 2 (0.65%) Apache Hive
12 2 (0.65%) Impala
12 2 (0.65%) PostgreSQL
12 2 (0.65%) Snowflake Schema
13 1 (0.33%) Data Mart
13 1 (0.33%) DTS
13 1 (0.33%) GIS
Development Applications
1 15 (4.89%) JIRA
2 11 (3.58%) Git (software)
3 8 (2.61%) Rational DOORS
4 5 (1.63%) Grunt
4 5 (1.63%) gulp
5 3 (0.98%) Bitbucket
5 3 (0.98%) Jenkins
5 3 (0.98%) Visual Studio
6 2 (0.65%) Bitbucket Server
6 2 (0.65%) git-flow
6 2 (0.65%) NUnit
6 2 (0.65%) Octopus Deploy
6 2 (0.65%) Selenium
6 2 (0.65%) TeamCity
7 1 (0.33%) Atlassian Bamboo
7 1 (0.33%) LabVIEW
7 1 (0.33%) Rational Rhapsody
General
1 54 (17.59%) Law
2 50 (16.29%) Finance
3 25 (8.14%) Marketing
4 14 (4.56%) Pharmaceutical
5 11 (3.58%) Manufacturing
6 8 (2.61%) Automotive
6 8 (2.61%) Electronics
6 8 (2.61%) Public Sector
7 5 (1.63%) Local Government
7 5 (1.63%) Police
7 5 (1.63%) Retail
8 4 (1.30%) French Language
8 4 (1.30%) Legal
8 4 (1.30%) Military
8 4 (1.30%) Telecoms
9 3 (0.98%) Spanish Language
10 2 (0.65%) Banking
10 2 (0.65%) Brand Awareness
10 2 (0.65%) Games
10 2 (0.65%) Multimedia
Job Titles
1 84 (27.36%) Analyst
2 37 (12.05%) Developer
3 24 (7.82%) Systems Engineer
4 22 (7.17%) Software Engineer
5 21 (6.84%) Graduate
6 15 (4.89%) Business Analyst
6 15 (4.89%) Senior Analyst
7 14 (4.56%) Architect
8 12 (3.91%) Software Developer
9 10 (3.26%) Graduate Analyst
9 10 (3.26%) SOC Analyst
10 9 (2.93%) Applications Support
10 9 (2.93%) Data Analyst
10 9 (2.93%) Data Scientist
10 9 (2.93%) Service Analyst
11 8 (2.61%) Data Architect
11 8 (2.61%) Incident Analyst
11 8 (2.61%) Major Incident Analyst
11 8 (2.61%) Service Management Specialist
11 8 (2.61%) Systems Analyst
Libraries, Frameworks & Software Standards
1 24 (7.82%) CSS
2 20 (6.51%) .NET
3 13 (4.23%) HTML
4 11 (3.58%) HTML5
5 10 (3.26%) LDAP
6 9 (2.93%) Node.js
7 8 (2.61%) OpenCV
8 7 (2.28%) jQuery
9 6 (1.95%) AngularJS
10 5 (1.63%) React
10 5 (1.63%) Spring
10 5 (1.63%) XML
11 4 (1.30%) Backbone.js
11 4 (1.30%) D3.js
11 4 (1.30%) MobX
11 4 (1.30%) RESTful
11 4 (1.30%) Vue.js
12 3 (0.98%) ASP.NET
12 3 (0.98%) CSS3
13 2 (0.65%) ADO
Miscellaneous
1 52 (16.94%) Management Information System
2 31 (10.10%) Life Science
3 23 (7.49%) Analytical Mindset
4 19 (6.19%) Organisational Skills
5 15 (4.89%) Self-Motivation
5 15 (4.89%) User Experience
6 11 (3.58%) Cyberthreat
7 10 (3.26%) Cyberattack
7 10 (3.26%) Security Operations Centre
8 8 (2.61%) Data Centre
9 7 (2.28%) Algorithms
9 7 (2.28%) Robotics
10 6 (1.95%) Public Cloud
11 5 (1.63%) Client/Server
11 5 (1.63%) Data Structures
11 5 (1.63%) Private Cloud
12 4 (1.30%) Biotechnology
12 4 (1.30%) Driving Licence
12 4 (1.30%) Embedded Systems
12 4 (1.30%) Smartphone
Operating Systems
1 27 (8.79%) Windows
2 23 (7.49%) Linux
3 7 (2.28%) Windows Server
4 5 (1.63%) SUSE
5 4 (1.30%) Unix
6 3 (0.98%) Windows 10
7 1 (0.33%) Android
7 1 (0.33%) Apple iOS
7 1 (0.33%) Windows 7
Processes & Methodologies
1 153 (49.84%) Problem-Solving
2 53 (17.26%) Agile Software Development
3 49 (15.96%) Project Management
4 47 (15.31%) Computer Science
4 47 (15.31%) ITIL
5 42 (13.68%) Artificial Intelligence
6 40 (13.03%) Time Management
7 38 (12.38%) Mathematics
8 36 (11.73%) Analytics
9 34 (11.07%) Machine Learning
9 34 (11.07%) Visualisation
10 32 (10.42%) Business Intelligence
11 30 (9.77%) Data Science
11 30 (9.77%) Incident Management
12 28 (9.12%) Software Engineering
13 27 (8.79%) Change Management
14 26 (8.47%) CRM
14 26 (8.47%) Service Delivery
15 24 (7.82%) ITIL V3
15 24 (7.82%) Major Incident Management
Programming Languages
1 72 (23.45%) SQL
2 33 (10.75%) Python
3 31 (10.10%) C#
4 26 (8.47%) C++
5 21 (6.84%) C
5 21 (6.84%) JavaScript
6 16 (5.21%) Java
7 14 (4.56%) MATLAB
7 14 (4.56%) VBA
8 10 (3.26%) PowerShell
9 9 (2.93%) VB.NET
10 8 (2.61%) R
10 8 (2.61%) T-SQL
11 6 (1.95%) Bash Shell
12 4 (1.30%) PHP
12 4 (1.30%) TypeScript
13 3 (0.98%) Perl
14 1 (0.33%) Natural
14 1 (0.33%) Ruby
14 1 (0.33%) VB
Qualifications
1 64 (20.85%) Degree
2 21 (6.84%) PhD
3 19 (6.19%) Security Cleared
4 15 (4.89%) Microsoft Certification
5 11 (3.58%) MCSE
5 11 (3.58%) SC Cleared
6 10 (3.26%) CCNA
6 10 (3.26%) Cisco Certification
6 10 (3.26%) Master's Degree
7 8 (2.61%) PMI Certification
7 8 (2.61%) PMP
7 8 (2.61%) VMware Certified Professional (VCP)
8 7 (2.28%) CISSP
9 6 (1.95%) BPSS Clearance
9 6 (1.95%) Citrix Certification
9 6 (1.95%) MCSA
9 6 (1.95%) SANS
9 6 (1.95%) VCP6
10 5 (1.63%) DBS Check
11 4 (1.30%) Computer Science Degree
Quality Assurance & Compliance
1 24 (7.82%) SLA
2 19 (6.19%) Data Quality
3 7 (2.28%) ISO/IEC 27001
4 6 (1.95%) QA
5 5 (1.63%) WCAG
6 4 (1.30%) NIST
6 4 (1.30%) Sarbanes-Oxley
7 3 (0.98%) GDPR
7 3 (0.98%) GxP
8 2 (0.65%) PMO
9 1 (0.33%) GLP
9 1 (0.33%) HIPAA
9 1 (0.33%) HL7
9 1 (0.33%) ISO 26262
9 1 (0.33%) ISO 9001
9 1 (0.33%) PCI DSS
System Software
1 13 (4.23%) VMware Infrastructure
2 9 (2.93%) Active Directory
3 7 (2.28%) Hyper-V
3 7 (2.28%) vSphere
4 3 (0.98%) Docker
5 2 (0.65%) Apache Flume
5 2 (0.65%) Terminal Services
5 2 (0.65%) VMware ESXi
6 1 (0.33%) BitLocker
6 1 (0.33%) HDFS
Systems Management
1 5 (1.63%) SCCM
2 3 (0.98%) Microsoft Intune
2 3 (0.98%) Opscode Chef
3 2 (0.65%) Ansible
3 2 (0.65%) Kibana
3 2 (0.65%) Microsoft Clustering
3 2 (0.65%) Norton AntiVirus
3 2 (0.65%) Oozie
3 2 (0.65%) Puppet
3 2 (0.65%) SCOM
3 2 (0.65%) SCOrch
3 2 (0.65%) vCenter Server
4 1 (0.33%) Kubernetes
4 1 (0.33%) Nagios
4 1 (0.33%) OpenView
4 1 (0.33%) Tivoli
4 1 (0.33%) WSUS
Vendors
1 63 (20.52%) Microsoft
2 20 (6.51%) VMware
3 18 (5.86%) CheckPoint
4 12 (3.91%) Splunk
5 10 (3.26%) Blue Coat
5 10 (3.26%) Darktrace
5 10 (3.26%) FireEye
5 10 (3.26%) LogRhythm
5 10 (3.26%) McAfee
5 10 (3.26%) Twitter
5 10 (3.26%) Veeam
6 9 (2.93%) Oracle
7 8 (2.61%) Sage
7 8 (2.61%) SAP
8 7 (2.28%) Citrix
9 6 (1.95%) Actifio
9 6 (1.95%) Cisco
9 6 (1.95%) Google
9 6 (1.95%) Intel
9 6 (1.95%) Ivanti