Period
to 15 October 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 15 October 2021 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > East Midlands
6 months to
15 Oct 2021
Same period 2020 Same period 2019
Rank 14 19 30
Rank change year-on-year +5 +11 +9
Permanent jobs citing Analytical Skills 400 131 285
As % of all permanent jobs advertised in the East Midlands 11.79% 9.71% 7.25%
As % of the General category 18.88% 19.12% 14.22%
Number of salaries quoted 166 107 217
10th Percentile £26,250 £26,250 £25,725
25th Percentile £31,250 £36,000 £31,250
Median annual salary (50th Percentile) £38,250 £42,500 £42,500
Median % change year-on-year -10.00% - -
75th Percentile £52,500 £58,125 £57,500
90th Percentile £62,500 £73,600 £63,500
England median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% +0.89%

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 2,119 685 2,004
As % of all permanent IT jobs advertised in the East Midlands 62.43% 50.78% 50.95%
Number of salaries quoted 1,298 555 1,620
10th Percentile £27,500 £27,664 £24,995
25th Percentile £35,000 £35,625 £31,250
Median annual salary (50th Percentile) £45,000 £44,371 £43,000
Median % change year-on-year +1.42% +3.19% +1.18%
75th Percentile £57,500 £57,500 £57,500
90th Percentile £72,500 £73,600 £70,561
England median annual salary £57,500 £57,500 £53,700
% change year-on-year - +7.08% +3.27%

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 15 October 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 15 October 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 +15 218 £36,000 -13.25% 18
Northamptonshire +9 85 £32,500 -38.10% 13
Nottinghamshire -17 48 £47,500 -13.64% 32
Derbyshire -15 35 £40,750 +4.49% 12
Lincolnshire -30 6 £64,000 +245.95% 6
Analytical Skills
England

For the 6 months to 15 October 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.

1 134 (33.50%) Mentoring
2 127 (31.75%) Coaching
2 127 (31.75%) Social Skills
3 119 (29.75%) Degree
4 91 (22.75%) Problem-Solving
5 84 (21.00%) Business Intelligence
6 68 (17.00%) Microsoft
7 61 (15.25%) SQL
8 58 (14.50%) Finance
9 53 (13.25%) Retail
9 53 (13.25%) Agile Software Development
10 51 (12.75%) Microsoft Excel
11 49 (12.25%) Organisational Skills
12 46 (11.50%) Microsoft Office
13 44 (11.00%) Decision-Making
14 40 (10.00%) Supply Chain Model
15 38 (9.50%) Analytics
16 33 (8.25%) Azure
17 32 (8.00%) Incident Management
17 32 (8.00%) Analytical Thinking
17 32 (8.00%) Line Management
18 31 (7.75%) Data Analysis
19 30 (7.50%) C#
20 29 (7.25%) E-Commerce
21 28 (7.00%) SQL Server
21 28 (7.00%) Power BI
21 28 (7.00%) Power Platform
22 27 (6.75%) .NET
22 27 (6.75%) JavaScript
22 27 (6.75%) 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 (1.75%) nginx
2 6 (1.50%) CMS
3 5 (1.25%) SharePoint
4 3 (0.75%) Apache
5 2 (0.50%) Drupal
5 2 (0.50%) IIS
5 2 (0.50%) OpenStack
5 2 (0.50%) SAS
5 2 (0.50%) WordPress
6 1 (0.25%) Apache Spark
6 1 (0.25%) Apache Synapse
6 1 (0.25%) BizTalk Server
6 1 (0.25%) Jupyter
6 1 (0.25%) NetWeaver
6 1 (0.25%) Oracle Workflow
6 1 (0.25%) Skype for Business
Applications
1 51 (12.75%) Microsoft Excel
2 46 (11.50%) Microsoft Office
3 7 (1.75%) InDesign
4 6 (1.50%) Photoshop
5 3 (0.75%) Microsoft PowerPoint
6 2 (0.50%) AutoCAD
6 2 (0.50%) Microsoft Project
6 2 (0.50%) MS Visio
6 2 (0.50%) Simulink
7 1 (0.25%) Adobe Illustrator
7 1 (0.25%) Figma
7 1 (0.25%) Spreadsheet
Business Applications
1 6 (1.50%) Academy Revenues and Benefits
1 6 (1.50%) Shopify
2 5 (1.25%) SAP FI
3 4 (1.00%) SAP S/4HANA
4 1 (0.25%) Dynamics AX
4 1 (0.25%) Dynamics CRM
4 1 (0.25%) Dynamics NAV
4 1 (0.25%) Eikon
4 1 (0.25%) NetSuite
4 1 (0.25%) Oracle EBS
4 1 (0.25%) Oracle EBS R12
4 1 (0.25%) Remedy ITSM
4 1 (0.25%) SAP BPC
4 1 (0.25%) SAP CO
4 1 (0.25%) SAP ERP
4 1 (0.25%) SAP FI/CO
Cloud Services
1 33 (8.25%) Azure
2 28 (7.00%) Power Platform
3 13 (3.25%) AWS
4 8 (2.00%) GCP
4 8 (2.00%) GitHub
5 6 (1.50%) Cloudflare
5 6 (1.50%) SaaS
6 4 (1.00%) Microsoft 365
7 3 (0.75%) Apple Pay
7 3 (0.75%) Dynamics 365
7 3 (0.75%) Google Pay
7 3 (0.75%) Google Workspace
8 2 (0.50%) Fivetran
8 2 (0.50%) Google Analytics
8 2 (0.50%) Snowflake
9 1 (0.25%) Azure Synapse Analytics
9 1 (0.25%) Basecamp
9 1 (0.25%) BrowserStack
9 1 (0.25%) PowerApps
9 1 (0.25%) Slack
Communications & Networking
1 11 (2.75%) Internet
2 5 (1.25%) Firewall
2 5 (1.25%) SAN
2 5 (1.25%) VPN
3 4 (1.00%) DNS
3 4 (1.00%) LAN
3 4 (1.00%) NAS
3 4 (1.00%) TCP/IP
3 4 (1.00%) WLAN
4 3 (0.75%) BGP
4 3 (0.75%) Cisco ASA
4 3 (0.75%) Cisco ISE
4 3 (0.75%) Cisco Nexus
4 3 (0.75%) DHCP
4 3 (0.75%) Software-Defined Networking
4 3 (0.75%) Structured Cabling
4 3 (0.75%) WAN
4 3 (0.75%) Wireless
5 2 (0.50%) BIG-IP
5 2 (0.50%) Unified Communications
Database & Business Intelligence
1 28 (7.00%) Power BI
1 28 (7.00%) SQL Server
2 24 (6.00%) Data Warehouse
3 16 (4.00%) SQL Server Integration Services
4 8 (2.00%) Data Lake
5 5 (1.25%) BigQuery
5 5 (1.25%) Relational Database
5 5 (1.25%) SQL Server Reporting Services
6 4 (1.00%) Tableau
7 3 (0.75%) BusinessObjects
7 3 (0.75%) Data Mining
7 3 (0.75%) MySQL
7 3 (0.75%) SAP BW
8 2 (0.50%) Apache Cassandra
8 2 (0.50%) Hadoop
8 2 (0.50%) KNIME
8 2 (0.50%) NoSQL
8 2 (0.50%) Pentaho
8 2 (0.50%) RDBMS
8 2 (0.50%) SQL Server Analysis Services
Development Applications
1 20 (5.00%) Git (software)
2 7 (1.75%) Gradle
2 7 (1.75%) Xcode
3 6 (1.50%) Android Studio
3 6 (1.50%) Cactus
3 6 (1.50%) gulp
3 6 (1.50%) webpack
4 5 (1.25%) Team Foundation Server
5 4 (1.00%) GitLab
5 4 (1.00%) Jenkins
6 3 (0.75%) JIRA
6 3 (0.75%) Selenium
6 3 (0.75%) Sonatype Nexus
6 3 (0.75%) SQL Server Management Studio (SSMS)
6 3 (0.75%) VSS/SourceSafe
7 2 (0.50%) Mocha
7 2 (0.50%) Visual Studio
8 1 (0.25%) Maven
8 1 (0.25%) Ranorex
8 1 (0.25%) WebDriver
General
1 127 (31.75%) Social Skills
2 58 (14.50%) Finance
3 53 (13.25%) Retail
4 49 (12.25%) Organisational Skills
5 26 (6.50%) Marketing
6 20 (5.00%) Influencing Skills
7 18 (4.50%) Presentation Skills
8 15 (3.75%) Legal
9 12 (3.00%) Manufacturing
10 9 (2.25%) Inclusion and Diversity
11 8 (2.00%) Public Sector
12 7 (1.75%) Law
13 6 (1.50%) Automotive
14 4 (1.00%) Advertising
14 4 (1.00%) Games
15 3 (0.75%) Local Government
16 2 (0.50%) Banking
16 2 (0.50%) Pharmaceutical
16 2 (0.50%) Publishing
17 1 (0.25%) Telecoms
Job Titles
1 157 (39.25%) Graduate
2 65 (16.25%) Analyst
3 54 (13.50%) Developer
4 25 (6.25%) IT Assistant
4 25 (6.25%) IT Graduate
5 20 (5.00%) Supply Chain Assistant
6 19 (4.75%) Data Analyst
7 17 (4.25%) Lead Developer
8 15 (3.75%) Coordinator
8 15 (3.75%) Graduate Project Coordinator
8 15 (3.75%) Project Coordinator
9 13 (3.25%) Business Analyst
9 13 (3.25%) Systems Manager
10 11 (2.75%) Operations Manager
10 11 (2.75%) Team Leader
11 10 (2.50%) Software Developer
12 9 (2.25%) Consultant
12 9 (2.25%) Senior Developer
13 8 (2.00%) HR Manager
13 8 (2.00%) SAP Analyst
Libraries, Frameworks & Software Standards
1 27 (6.75%) .NET
2 15 (3.75%) HTML
3 14 (3.50%) CSS
3 14 (3.50%) jQuery
4 11 (2.75%) JSON
5 9 (2.25%) ASP.NET
5 9 (2.25%) XML
6 8 (2.00%) REST
7 7 (1.75%) React Native
8 6 (1.50%) .NET Framework
8 6 (1.50%) Ajax
8 6 (1.50%) Laravel
8 6 (1.50%) Node.js
8 6 (1.50%) PHP-FPM
8 6 (1.50%) React
8 6 (1.50%) Sass
8 6 (1.50%) Twitter Bootstrap
9 5 (1.25%) .NET Core
9 5 (1.25%) COM
9 5 (1.25%) SAP Fiori
Miscellaneous
1 26 (6.50%) CCTV
1 26 (6.50%) Security Operations Centre
2 20 (5.00%) Self-Motivation
3 16 (4.00%) Management Information System
4 13 (3.25%) Data Protection Act
4 13 (3.25%) User Experience
5 12 (3.00%) Mobile App
6 10 (2.50%) Analytical Mindset
6 10 (2.50%) Internet of Things
7 8 (2.00%) Social Media
8 6 (1.50%) Blog
8 6 (1.50%) Industry 4.0
9 5 (1.25%) Data Structures
9 5 (1.25%) Foreign Exchange (FX)
10 4 (1.00%) Fat Client
10 4 (1.00%) FMCG
10 4 (1.00%) Graphic Design
10 4 (1.00%) Life Science
10 4 (1.00%) Robotics
10 4 (1.00%) Thin Client
Operating Systems
1 23 (5.75%) Windows
2 9 (2.25%) Android
3 8 (2.00%) Apple iOS
3 8 (2.00%) Windows 10
3 8 (2.00%) Windows 7
4 6 (1.50%) Windows 8
5 5 (1.25%) Linux
6 4 (1.00%) Unix
7 2 (0.50%) Mac OS
7 2 (0.50%) Windows Server
7 2 (0.50%) Windows Server 2008
7 2 (0.50%) Windows Server 2012
7 2 (0.50%) Windows Server 2016
8 1 (0.25%) Debian
8 1 (0.25%) Red Hat Enterprise Linux
Processes & Methodologies
1 134 (33.50%) Mentoring
2 127 (31.75%) Coaching
3 91 (22.75%) Problem-Solving
4 84 (21.00%) Business Intelligence
5 53 (13.25%) Agile Software Development
6 44 (11.00%) Decision-Making
7 40 (10.00%) Supply Chain Model
8 38 (9.50%) Analytics
9 32 (8.00%) Analytical Thinking
9 32 (8.00%) Incident Management
9 32 (8.00%) Line Management
10 31 (7.75%) Data Analysis
11 29 (7.25%) E-Commerce
12 27 (6.75%) Visualisation
13 26 (6.50%) Migration
13 26 (6.50%) Security Operations
13 26 (6.50%) Service Delivery
14 25 (6.25%) Continuous Improvement
15 24 (6.00%) Facilities Management
15 24 (6.00%) Time Management
Programming Languages
1 61 (15.25%) SQL
2 30 (7.50%) C#
3 27 (6.75%) JavaScript
4 24 (6.00%) Python
5 15 (3.75%) C
6 14 (3.50%) R
7 11 (2.75%) VBA
8 10 (2.50%) PHP
9 7 (1.75%) PowerShell
10 6 (1.50%) Apple Swift
10 6 (1.50%) C++
10 6 (1.50%) ES6
10 6 (1.50%) Java
11 5 (1.25%) TypeScript
12 4 (1.00%) Data Analysis Expressions (DAX)
12 4 (1.00%) T-SQL
13 3 (0.75%) Bash Shell
13 3 (0.75%) Objective-C
13 3 (0.75%) PL/SQL
14 2 (0.50%) ABAP
Qualifications
1 119 (29.75%) Degree
2 7 (1.75%) Computer Science Degree
3 5 (1.25%) CCNA
3 5 (1.25%) Cisco Certification
4 4 (1.00%) SC Cleared
4 4 (1.00%) Security Cleared
5 3 (0.75%) ITIL Certification
5 3 (0.75%) Numerate Degree
6 2 (0.50%) CCNP
6 2 (0.50%) ISEB
6 2 (0.50%) PhD
6 2 (0.50%) Postgraduate
6 2 (0.50%) Sun Certification
7 1 (0.25%) IIBA
7 1 (0.25%) ISTQB
7 1 (0.25%) MBA
7 1 (0.25%) MCP
7 1 (0.25%) MCSA
7 1 (0.25%) Microsoft Certification
7 1 (0.25%) SANS
Quality Assurance & Compliance
1 22 (5.50%) QA
2 11 (2.75%) Data Quality
3 8 (2.00%) GRC
4 4 (1.00%) GDPR
4 4 (1.00%) SLA
5 3 (0.75%) PCI DSS
6 2 (0.50%) NEBOSH
6 2 (0.50%) PMO
7 1 (0.25%) Accessibility
7 1 (0.25%) Cyber Essentials
7 1 (0.25%) Cyber Essentials PLUS
7 1 (0.25%) GLP
7 1 (0.25%) NCSC
7 1 (0.25%) NIST
System Software
1 8 (2.00%) Active Directory
2 5 (1.25%) Docker
2 5 (1.25%) VMware Infrastructure
3 3 (0.75%) Hyper-V
4 2 (0.50%) VMware ESXi
4 2 (0.50%) VMware NSX
4 2 (0.50%) vSphere
5 1 (0.25%) BitLocker
5 1 (0.25%) EMC RecoverPoint
5 1 (0.25%) Virtual Desktop
Systems Management
1 5 (1.25%) Kubernetes
2 4 (1.00%) Ansible
2 4 (1.00%) SCCM
3 3 (0.75%) Cisco CME
3 3 (0.75%) Cisco Prime
4 2 (0.50%) Opscode Chef
5 1 (0.25%) Avamar
5 1 (0.25%) EMC NetWorker
5 1 (0.25%) HP Data Protector
5 1 (0.25%) Jamf Pro
5 1 (0.25%) NetBackup
5 1 (0.25%) SCOM
5 1 (0.25%) Terraform
5 1 (0.25%) Tivoli
Vendors
1 68 (17.00%) Microsoft
2 22 (5.50%) SAP
3 18 (4.50%) Google
4 8 (2.00%) Oracle
5 7 (1.75%) Adobe
6 6 (1.50%) Cisco
6 6 (1.50%) VMware
7 3 (0.75%) CheckPoint
7 3 (0.75%) HP
7 3 (0.75%) Klarna
7 3 (0.75%) PayPal
7 3 (0.75%) WorldPay
8 2 (0.50%) Apple
8 2 (0.50%) Citrix
8 2 (0.50%) Dell
8 2 (0.50%) F5
8 2 (0.50%) JD Edwards
8 2 (0.50%) PeopleSoft
8 2 (0.50%) Salesforce.com
8 2 (0.50%) SolarWinds