Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 29 July 2021

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in the East Midlands. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 29 July 2021 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > East Midlands
6 months to
29 Jul 2021		 Same period 2020 Same period 2019
Rank 26 30 28
Rank change year-on-year +4 -2 +8
Permanent jobs citing Analytical Skills 235 131 297
As % of all permanent jobs advertised in the East Midlands 7.63% 7.54% 7.37%
As % of the General category 13.44% 13.91% 13.63%
Number of salaries quoted 156 108 189
10th Percentile £24,500 £28,200 £25,000
25th Percentile £29,000 £33,938 £29,000
Median annual salary (50th Percentile) £37,500 £50,000 £40,000
Median % change year-on-year -25.00% +25.00% -
75th Percentile £52,500 £63,750 £51,020
90th Percentile £57,750 £75,375 £65,000
England median annual salary £50,500 £52,500 £50,000
% change year-on-year -3.81% +5.00% +1.01%

Analytical Skills is in the General Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the East Midlands with a requirement for common skills.

All General Skills
East Midlands
Permanent vacancies with a requirement for common skills 1,749 942 2,179
As % of all permanent IT jobs advertised in the East Midlands 56.82% 54.23% 54.07%
Number of salaries quoted 1,231 772 1,588
10th Percentile £26,250 £27,500 £24,750
25th Percentile £35,000 £33,938 £31,250
Median annual salary (50th Percentile) £45,000 £45,000 £42,500
Median % change year-on-year - +5.88% -
75th Percentile £57,500 £58,750 £56,250
90th Percentile £71,250 £73,600 £70,561
England median annual salary £57,500 £56,000 £52,500
% change year-on-year +2.68% +6.67% +5.00%

Analytical Skills
Job Vacancy Trend in the East Midlands

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

Job vacancy trend for Analytical Skills in the East Midlands

Analytical Skills
Salary Trend in the East Midlands

3-month moving average salary quoted in jobs citing Analytical Skills in the East Midlands.

Salary trend for Analytical Skills in the East Midlands

Analytical Skills
Salary Histogram in the East Midlands

Salary distribution for jobs citing Analytical Skills in the East Midlands over the 6 months to 29 July 2021.

Salary histogram for Analytical Skills in the East Midlands

Analytical Skills
Job Locations in the East Midlands

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 Midlands region over the 6 months to 29 July 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
Leicestershire +20 78 £32,500 -16.67% 17
Northamptonshire +7 78 £32,500 -35.00% 16
Derbyshire -14 33 £39,000 -2.50% 10
Nottinghamshire -28 31 £50,000 -11.22% 18
Lincolnshire -11 10 £23,500 -6.00% 5
Analytical Skills
England

For the 6 months to 29 July 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 Midlands region with a requirement for Analytical Skills.

1 111 (47.23%) Social Skills
2 95 (40.43%) Problem-Solving
3 78 (33.19%) Finance
4 69 (29.36%) Microsoft
5 67 (28.51%) Retail
6 61 (25.96%) SQL
7 59 (25.11%) Agile Software Development
8 46 (19.57%) Microsoft Office
9 43 (18.30%) Degree
10 42 (17.87%) Microsoft Excel
10 42 (17.87%) Business Intelligence
11 37 (15.74%) SQL Server
11 37 (15.74%) Analytics
12 36 (15.32%) Windows
13 35 (14.89%) Decision-Making
14 34 (14.47%) Line Management
15 33 (14.04%) E-Commerce
15 33 (14.04%) C#
15 33 (14.04%) Power Platform
15 33 (14.04%) Power BI
16 31 (13.19%) Migration
17 30 (12.77%) Organisational Skills
18 29 (12.34%) Management Information System
18 29 (12.34%) .NET
18 29 (12.34%) JavaScript
18 29 (12.34%) Incident Management
19 26 (11.06%) Scrum
20 25 (10.64%) ERP
20 25 (10.64%) DNA
20 25 (10.64%) Visualisation

Analytical Skills
Co-occurring IT Skills in the East Midlands 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 7 (2.98%) CMS
1 7 (2.98%) SAS
1 7 (2.98%) SharePoint
2 6 (2.55%) nginx
3 2 (0.85%) Apache
3 2 (0.85%) Apache Spark
3 2 (0.85%) Drupal
3 2 (0.85%) WordPress
4 1 (0.43%) Apache Pig
4 1 (0.43%) Apache Synapse
4 1 (0.43%) CICS
4 1 (0.43%) Confluence
4 1 (0.43%) Skype for Business
4 1 (0.43%) WebSphere
Applications
1 46 (19.57%) Microsoft Office
2 42 (17.87%) Microsoft Excel
3 8 (3.40%) MS Visio
4 7 (2.98%) Photoshop
5 6 (2.55%) InDesign
5 6 (2.55%) Microsoft PowerPoint
6 5 (2.13%) Microsoft Project
7 2 (0.85%) AutoCAD
8 1 (0.43%) Spreadsheet
Business Applications
1 7 (2.98%) NetSuite
2 6 (2.55%) Shopify
3 4 (1.70%) Dynamics AX
3 4 (1.70%) SAP FI
3 4 (1.70%) SAP S/4HANA
4 3 (1.28%) Academy Revenues and Benefits
5 2 (0.85%) Oracle Procure-to-Pay
6 1 (0.43%) Dynamics NAV
6 1 (0.43%) Eikon
6 1 (0.43%) Magento
6 1 (0.43%) Remedy ITSM
6 1 (0.43%) Salesforce.com CRM
6 1 (0.43%) SAP BPC
Cloud Services
1 33 (14.04%) Power Platform
2 19 (8.09%) Azure
3 9 (3.83%) Dynamics 365
3 9 (3.83%) Microsoft 365
4 7 (2.98%) Apple Pay
4 7 (2.98%) Azure Active Directory
4 7 (2.98%) Google Pay
5 6 (2.55%) AWS
5 6 (2.55%) Cloudflare
5 6 (2.55%) GitHub
6 4 (1.70%) GCP
6 4 (1.70%) Google Analytics
7 3 (1.28%) SaaS
8 2 (0.85%) Google Workspace
9 1 (0.43%) Azure Machine Learning
9 1 (0.43%) Azure Synapse Analytics
9 1 (0.43%) Fivetran
9 1 (0.43%) PowerApps
9 1 (0.43%) Slack
9 1 (0.43%) Trello
Communications & Networking
1 16 (6.81%) Firewall
2 10 (4.26%) LAN
2 10 (4.26%) WLAN
3 8 (3.40%) Remote Desktop
3 8 (3.40%) WAN
4 7 (2.98%) VLAN
4 7 (2.98%) VoIP
5 4 (1.70%) Internet
6 3 (1.28%) DHCP
6 3 (1.28%) DNS
6 3 (1.28%) TCP/IP
6 3 (1.28%) VPN
7 2 (0.85%) BGP
7 2 (0.85%) BIG-IP
7 2 (0.85%) Cisco ASA
7 2 (0.85%) Cisco ISE
7 2 (0.85%) Software-Defined Networking
7 2 (0.85%) Structured Cabling
7 2 (0.85%) Unified Communications
7 2 (0.85%) Wireless
Database & Business Intelligence
1 37 (15.74%) SQL Server
2 33 (14.04%) Power BI
3 18 (7.66%) Data Warehouse
4 15 (6.38%) SQL Server Integration Services
5 10 (4.26%) Tableau
6 7 (2.98%) Amazon RDS
6 7 (2.98%) BusinessObjects
6 7 (2.98%) SQL Server Analysis Services
7 6 (2.55%) Hadoop
7 6 (2.55%) SQL Server Reporting Services
8 5 (2.13%) KNIME
8 5 (2.13%) Pentaho
9 4 (1.70%) Data Mining
10 3 (1.28%) Big Data
10 3 (1.28%) Data Lake
10 3 (1.28%) Looker
11 2 (0.85%) Apache Cassandra
11 2 (0.85%) NoSQL
11 2 (0.85%) QlikView
11 2 (0.85%) Relational Database
Development Applications
1 18 (7.66%) Git (software)
2 8 (3.40%) Team Foundation Server
3 6 (2.55%) Cactus
3 6 (2.55%) gulp
3 6 (2.55%) webpack
4 5 (2.13%) Gradle
4 5 (2.13%) Xcode
5 3 (1.28%) SQL Server Management Studio (SSMS)
6 2 (0.85%) Android Studio
6 2 (0.85%) Mocha
6 2 (0.85%) Sonatype Nexus
6 2 (0.85%) VSS/SourceSafe
7 1 (0.43%) JIRA
General
1 111 (47.23%) Social Skills
2 78 (33.19%) Finance
3 67 (28.51%) Retail
4 30 (12.77%) Organisational Skills
5 20 (8.51%) Presentation Skills
6 18 (7.66%) Marketing
7 11 (4.68%) Inclusion and Diversity
8 9 (3.83%) Back Office
8 9 (3.83%) Influencing Skills
9 8 (3.40%) Legal
9 8 (3.40%) Manufacturing
10 6 (2.55%) Law
11 4 (1.70%) Games
11 4 (1.70%) Public Sector
12 3 (1.28%) Advertising
12 3 (1.28%) Automotive
13 2 (0.85%) General Ledger
13 2 (0.85%) Pharmaceutical
14 1 (0.43%) Banking
14 1 (0.43%) Local Government
Job Titles
1 67 (28.51%) Developer
2 66 (28.09%) Analyst
3 25 (10.64%) Lead Developer
4 20 (8.51%) IT Support
5 15 (6.38%) IT Analyst
6 14 (5.96%) Software Developer
7 13 (5.53%) Senior Developer
7 13 (5.53%) Systems Manager
8 12 (5.11%) Data Analyst
8 12 (5.11%) IT Support Analyst
9 11 (4.68%) Business Analyst
9 11 (4.68%) Business Intelligence Developer
9 11 (4.68%) Support Analyst
9 11 (4.68%) Technical Support
10 10 (4.26%) Operations Manager
11 9 (3.83%) Business Intelligence Analyst
12 8 (3.40%) HR Manager
12 8 (3.40%) IT Engineer
12 8 (3.40%) Support Engineer
13 7 (2.98%) Senior IT Engineer
Libraries, Frameworks & Software Standards
1 29 (12.34%) .NET
2 23 (9.79%) jQuery
3 16 (6.81%) ASP.NET
3 16 (6.81%) HTML
4 15 (6.38%) CSS
4 15 (6.38%) JSON
5 13 (5.53%) XML
6 10 (4.26%) .NET Framework
7 9 (3.83%) Sass
8 8 (3.40%) .NET Core
8 8 (3.40%) React
9 7 (2.98%) ASP.NET MVC
9 7 (2.98%) ASP.NET MVC 4
9 7 (2.98%) Node.js
10 6 (2.55%) Ajax
10 6 (2.55%) HTML5
10 6 (2.55%) Laravel
10 6 (2.55%) PHP-FPM
10 6 (2.55%) Twitter Bootstrap
11 5 (2.13%) COM
Miscellaneous
1 29 (12.34%) Management Information System
2 15 (6.38%) CCTV
2 15 (6.38%) Security Operations Centre
3 12 (5.11%) Mobile App
4 10 (4.26%) Self-Motivation
5 8 (3.40%) User Experience
6 7 (2.98%) AS400
6 7 (2.98%) Graphic Design
6 7 (2.98%) Housing Association
7 6 (2.55%) Analytical Mindset
7 6 (2.55%) Blog
7 6 (2.55%) Data Protection Act
7 6 (2.55%) Life Science
8 5 (2.13%) Foreign Exchange (FX)
8 5 (2.13%) Social Media
9 4 (1.70%) Legacy Systems
9 4 (1.70%) Robotics
10 3 (1.28%) Industry 4.0
10 3 (1.28%) Internet of Things
10 3 (1.28%) NHS
Operating Systems
1 36 (15.32%) Windows
2 22 (9.36%) Windows 10
3 8 (3.40%) Linux
3 8 (3.40%) Windows 7
4 6 (2.55%) Windows 8
5 5 (2.13%) Android
6 4 (1.70%) Apple iOS
7 1 (0.43%) Mac OS
7 1 (0.43%) Unix
Processes & Methodologies
1 95 (40.43%) Problem-Solving
2 59 (25.11%) Agile Software Development
3 42 (17.87%) Business Intelligence
4 37 (15.74%) Analytics
5 35 (14.89%) Decision-Making
6 34 (14.47%) Line Management
7 33 (14.04%) E-Commerce
8 31 (13.19%) Migration
9 29 (12.34%) Incident Management
10 26 (11.06%) Scrum
11 25 (10.64%) DNA
11 25 (10.64%) ERP
11 25 (10.64%) Visualisation
12 24 (10.21%) Continuous Improvement
12 24 (10.21%) Service Delivery
13 22 (9.36%) Information Security
13 22 (9.36%) Mentoring
14 21 (8.94%) Analytical Thinking
15 20 (8.51%) Collaborative Working
15 20 (8.51%) Time Management
Programming Languages
1 61 (25.96%) SQL
2 33 (14.04%) C#
3 29 (12.34%) JavaScript
4 13 (5.53%) Python
5 10 (4.26%) T-SQL
5 10 (4.26%) VBA
6 9 (3.83%) Java
6 9 (3.83%) PHP
7 5 (2.13%) R
8 4 (1.70%) Apple Swift
8 4 (1.70%) C
8 4 (1.70%) Data Analysis Expressions (DAX)
8 4 (1.70%) ES6
9 3 (1.28%) Scala
9 3 (1.28%) TypeScript
10 2 (0.85%) Go
10 2 (0.85%) Objective-C
10 2 (0.85%) PowerShell
11 1 (0.43%) C++
11 1 (0.43%) COBOL
Qualifications
1 43 (18.30%) Degree
2 8 (3.40%) Computer Science Degree
3 7 (2.98%) Numerate Degree
4 6 (2.55%) ISEB
5 4 (1.70%) PhD
6 3 (1.28%) CBAP
6 3 (1.28%) SANS
7 2 (0.85%) CCNA
7 2 (0.85%) Cisco Certification
7 2 (0.85%) ISTQB
7 2 (0.85%) Postgraduate
8 1 (0.43%) ACCA
8 1 (0.43%) CIMA
8 1 (0.43%) ITIL Certification
8 1 (0.43%) MBA
8 1 (0.43%) MCP
8 1 (0.43%) MCSA
8 1 (0.43%) Microsoft Certification
Quality Assurance & Compliance
1 18 (7.66%) QA
1 18 (7.66%) SLA
2 8 (3.40%) GRC
3 7 (2.98%) PCI DSS
4 6 (2.55%) Data Quality
5 4 (1.70%) GDPR
6 3 (1.28%) NCSC
6 3 (1.28%) NIST
7 2 (0.85%) NEBOSH
7 2 (0.85%) PMO
8 1 (0.43%) GLP
System Software
1 16 (6.81%) Active Directory
2 7 (2.98%) Virtual Machines
3 3 (1.28%) VMware Infrastructure
4 2 (0.85%) Docker
4 2 (0.85%) VMware NSX
4 2 (0.85%) vSphere
5 1 (0.43%) Apache Flume
5 1 (0.43%) BitLocker
5 1 (0.43%) HDFS
Systems Management
1 2 (0.85%) Ansible
1 2 (0.85%) Cisco CME
1 2 (0.85%) Cisco Prime
1 2 (0.85%) Kubernetes
1 2 (0.85%) Opscode Chef
1 2 (0.85%) SCCM
1 2 (0.85%) WMI
2 1 (0.43%) CA Endevor
2 1 (0.43%) Jamf Pro
2 1 (0.43%) Tivoli
Vendors
1 69 (29.36%) Microsoft
2 14 (5.96%) SAP
3 12 (5.11%) Google
4 10 (4.26%) VMware
5 8 (3.40%) Citrix
5 8 (3.40%) Dell
5 8 (3.40%) HP
5 8 (3.40%) JD Edwards
6 7 (2.98%) Draytek
6 7 (2.98%) Klarna
6 7 (2.98%) PayPal
6 7 (2.98%) SolarWinds
6 7 (2.98%) SonicWALL
6 7 (2.98%) WorldPay
7 6 (2.55%) Adobe
7 6 (2.55%) Talend
8 5 (2.13%) Oracle
8 5 (2.13%) RapidMiner
9 3 (1.28%) Cisco
9 3 (1.28%) Salesforce.com