Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 22 April 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 22 April 2021 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > East Midlands
6 months to
22 Apr 2021		 Same period 2020 Same period 2019
Rank 39 31 20
Rank change year-on-year -8 -11 +10
Permanent jobs citing Analytical Skills 154 194 368
As % of all permanent jobs advertised in the East Midlands 5.80% 6.34% 8.92%
As % of the Miscellaneous category 16.52% 16.01% 20.56%
Number of salaries quoted 107 164 197
10th Percentile £23,800 £25,500 £24,750
25th Percentile £28,000 £33,750 £29,000
Median annual salary (50th Percentile) £41,250 £45,000 £37,500
Median % change year-on-year -8.33% +20.00% -6.25%
75th Percentile £51,250 £61,563 £52,500
90th Percentile £55,500 £71,750 £63,750
England median annual salary £51,500 £51,500 £50,000
% change year-on-year - +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 Midlands with a requirement for generic IT skills.

All Generic IT Skills
East Midlands
Permanent vacancies with a requirement for generic IT skills 932 1,212 1,790
As % of all permanent IT jobs advertised in the East Midlands 35.12% 39.58% 43.40%
Number of salaries quoted 698 1,002 1,149
10th Percentile £25,925 £26,250 £24,000
25th Percentile £32,500 £32,500 £31,250
Median annual salary (50th Percentile) £42,500 £45,000 £40,000
Median % change year-on-year -5.56% +12.50% -5.88%
75th Percentile £53,750 £57,500 £53,750
90th Percentile £63,750 £73,750 £63,750
England median annual salary £57,210 £55,000 £52,500
% change year-on-year +4.02% +4.76% +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 22 April 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 22 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
Leicestershire +16 67 £41,250 -8.33% 20
Northamptonshire 0 29 £40,000 -25.58% 9
Derbyshire -6 25 £31,000 -11.43% 9
Nottinghamshire -20 24 £50,000 +8.11% 18
Lincolnshire +8 9 £23,500 -6.00% 4
Analytical Skills
England

For the 6 months to 22 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 Midlands region with a requirement for Analytical Skills.

1 71 (46.10%) Problem-Solving
2 50 (32.47%) SQL
3 49 (31.82%) Agile Software Development
4 47 (30.52%) Microsoft
5 37 (24.03%) Finance
6 33 (21.43%) SQL Server
7 31 (20.13%) Retail
8 29 (18.83%) Business Intelligence
9 28 (18.18%) Windows
10 25 (16.23%) Microsoft Office
10 25 (16.23%) Azure
11 24 (15.58%) C#
12 23 (14.94%) Degree
13 22 (14.29%) Scrum
14 20 (12.99%) SLA
14 20 (12.99%) Management Information System
14 20 (12.99%) Analytics
15 19 (12.34%) JavaScript
16 18 (11.69%) .NET
17 17 (11.04%) Power BI
17 17 (11.04%) Windows 10
17 17 (11.04%) Active Directory
17 17 (11.04%) Microsoft Excel
17 17 (11.04%) Firewall
17 17 (11.04%) Power Platform
18 16 (10.39%) MVC
18 16 (10.39%) Stakeholder Management
19 15 (9.74%) E-Commerce
20 13 (8.44%) Back Office
20 13 (8.44%) T-SQL

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 10 (6.49%) SharePoint
2 6 (3.90%) SAS
3 2 (1.30%) Apache Spark
4 1 (0.65%) Apache
4 1 (0.65%) Apache Pig
4 1 (0.65%) CICS
4 1 (0.65%) CMS
4 1 (0.65%) Confluence
4 1 (0.65%) WebSphere
Applications
1 25 (16.23%) Microsoft Office
2 17 (11.04%) Microsoft Excel
3 6 (3.90%) MS Visio
4 3 (1.95%) Microsoft PowerPoint
4 3 (1.95%) Microsoft Project
5 2 (1.30%) AutoCAD
6 1 (0.65%) Photoshop
6 1 (0.65%) Spreadsheet
Business Applications
1 7 (4.55%) NetSuite
2 5 (3.25%) Dynamics AX
3 2 (1.30%) Oracle Procure-to-Pay
4 1 (0.65%) Magento
4 1 (0.65%) Salesforce.com CRM
4 1 (0.65%) SAP ERP
Cloud Services
1 25 (16.23%) Azure
2 17 (11.04%) Power Platform
3 13 (8.44%) Microsoft 365
4 10 (6.49%) Azure Active Directory
5 7 (4.55%) Dynamics 365
6 5 (3.25%) Apple Pay
6 5 (3.25%) AWS
6 5 (3.25%) Google Pay
7 3 (1.95%) Azure Data Factory
7 3 (1.95%) GCP
8 2 (1.30%) Google Analytics
8 2 (1.30%) SaaS
9 1 (0.65%) iPaaS
Communications & Networking
1 17 (11.04%) Firewall
2 10 (6.49%) VLAN
2 10 (6.49%) VoIP
3 9 (5.84%) LAN
3 9 (5.84%) WAN
4 7 (4.55%) Remote Desktop
4 7 (4.55%) WLAN
5 1 (0.65%) BGP
5 1 (0.65%) Broadband
5 1 (0.65%) Ethernet
5 1 (0.65%) HSRP
5 1 (0.65%) MPLS
5 1 (0.65%) OSPF
5 1 (0.65%) TCP/IP
Database & Business Intelligence
1 33 (21.43%) SQL Server
2 17 (11.04%) Power BI
3 13 (8.44%) SQL Server Integration Services
4 12 (7.79%) Tableau
5 10 (6.49%) Amazon RDS
5 10 (6.49%) SQL Server Reporting Services
6 7 (4.55%) SQL Server Analysis Services
7 5 (3.25%) Data Warehouse
8 4 (2.60%) BusinessObjects
8 4 (2.60%) Hadoop
8 4 (2.60%) SQLite
9 3 (1.95%) KNIME
9 3 (1.95%) Looker
9 3 (1.95%) Pentaho
9 3 (1.95%) Relational Database
10 2 (1.30%) Apache Cassandra
10 2 (1.30%) Big Data
10 2 (1.30%) Crystal Reports
10 2 (1.30%) QlikView
10 2 (1.30%) SQL Server 2012
Development Applications
1 11 (7.14%) Git (software)
2 8 (5.19%) Team Foundation Server
2 8 (5.19%) Xcode
3 4 (2.60%) git-flow
3 4 (2.60%) Gradle
4 1 (0.65%) JIRA
4 1 (0.65%) Oracle Forms
4 1 (0.65%) Postman
4 1 (0.65%) SoapUI
4 1 (0.65%) Visual Studio
General
1 37 (24.03%) Finance
2 31 (20.13%) Retail
3 13 (8.44%) Back Office
4 8 (5.19%) Manufacturing
5 7 (4.55%) Law
5 7 (4.55%) Marketing
6 3 (1.95%) Housing Association
7 2 (1.30%) General Ledger
7 2 (1.30%) Telecoms
8 1 (0.65%) Games
8 1 (0.65%) Social Housing
Job Titles
1 55 (35.71%) Analyst
2 52 (33.77%) Developer
3 18 (11.69%) IT Support
4 14 (9.09%) Support Analyst
5 13 (8.44%) Senior Developer
6 12 (7.79%) Business Analyst
6 12 (7.79%) IT Analyst
6 12 (7.79%) Software Developer
7 11 (7.14%) IT Support Analyst
7 11 (7.14%) Lead Developer
8 8 (5.19%) Business Intelligence Analyst
8 8 (5.19%) Business Intelligence Developer
8 8 (5.19%) Data Analyst
8 8 (5.19%) Help Desk Analyst
8 8 (5.19%) Help Desk Support
8 8 (5.19%) Help Desk Support Analyst
9 7 (4.55%) IT Engineer
9 7 (4.55%) React Developer
9 7 (4.55%) Senior IT Engineer
10 6 (3.90%) Developer/Software Engineer
Libraries, Frameworks & Software Standards
1 18 (11.69%) .NET
2 11 (7.14%) jQuery
3 10 (6.49%) ASP.NET
4 8 (5.19%) CSS
4 8 (5.19%) HTML
5 7 (4.55%) .NET Framework
5 7 (4.55%) HTML5
5 7 (4.55%) React
6 5 (3.25%) .NET Core
6 5 (3.25%) ASP.NET MVC
6 5 (3.25%) ASP.NET MVC 4
6 5 (3.25%) JSON
6 5 (3.25%) React Native
6 5 (3.25%) XML
7 4 (2.60%) CGI
7 4 (2.60%) RxSwift
7 4 (2.60%) UIKit
8 3 (1.95%) Sass
9 2 (1.30%) ASP.NET Web API
9 2 (1.30%) Node.js
Miscellaneous
1 20 (12.99%) Management Information System
2 13 (8.44%) Mobile App
3 10 (6.49%) User Experience
4 7 (4.55%) AS400
5 5 (3.25%) Graphic Design
5 5 (3.25%) NHS
6 4 (2.60%) Analytical Mindset
6 4 (2.60%) iPad
6 4 (2.60%) Life Science
6 4 (2.60%) Self-Motivation
7 3 (1.95%) Data Structures
7 3 (1.95%) Organisational Skills
8 2 (1.30%) Replication
8 2 (1.30%) SCADA
9 1 (0.65%) Algorithms
9 1 (0.65%) Clustering
9 1 (0.65%) EPoS
9 1 (0.65%) Greenfield Project
9 1 (0.65%) Hedge funds
9 1 (0.65%) Mainframe
Operating Systems
1 28 (18.18%) Windows
2 17 (11.04%) Windows 10
3 8 (5.19%) Apple iOS
3 8 (5.19%) Linux
4 4 (2.60%) Android
4 4 (2.60%) Mac OS
5 2 (1.30%) Windows 7
5 2 (1.30%) Windows Server
5 2 (1.30%) Windows Server 2012
Processes & Methodologies
1 71 (46.10%) Problem-Solving
2 49 (31.82%) Agile Software Development
3 29 (18.83%) Business Intelligence
4 22 (14.29%) Scrum
5 20 (12.99%) Analytics
6 16 (10.39%) MVC
6 16 (10.39%) Stakeholder Management
7 15 (9.74%) E-Commerce
8 12 (7.79%) Collaborative Working
8 12 (7.79%) Data Management
8 12 (7.79%) Decision-Making
8 12 (7.79%) ERP
9 11 (7.14%) Migration
9 11 (7.14%) Visualisation
10 10 (6.49%) Identity Access Management
10 10 (6.49%) Incident Management
10 10 (6.49%) Mathematics
10 10 (6.49%) Thought Leadership
10 10 (6.49%) Translating Business Requirements
11 9 (5.84%) Service Delivery
Programming Languages
1 50 (32.47%) SQL
2 24 (15.58%) C#
3 19 (12.34%) JavaScript
4 13 (8.44%) T-SQL
5 11 (7.14%) Java
6 9 (5.84%) Python
7 8 (5.19%) Apple Swift
7 8 (5.19%) Objective-C
8 6 (3.90%) VBA
9 4 (2.60%) ES6
9 4 (2.60%) Scala
9 4 (2.60%) TypeScript
10 3 (1.95%) Go
10 3 (1.95%) R
11 2 (1.30%) C
11 2 (1.30%) PL/SQL
11 2 (1.30%) PowerShell
12 1 (0.65%) COBOL
12 1 (0.65%) VB
12 1 (0.65%) VBScript
Qualifications
1 23 (14.94%) Degree
2 6 (3.90%) Numerate Degree
3 5 (3.25%) ISEB
4 3 (1.95%) CBAP
4 3 (1.95%) PhD
5 2 (1.30%) HNC
5 2 (1.30%) ISTQB
5 2 (1.30%) SANS
6 1 (0.65%) CCNP
6 1 (0.65%) CIMA
6 1 (0.65%) Cisco Certification
6 1 (0.65%) CISSP
6 1 (0.65%) JNCIA
6 1 (0.65%) MCDBA
6 1 (0.65%) MCSA
6 1 (0.65%) MCSE
6 1 (0.65%) Microsoft Certification
6 1 (0.65%) OCA
6 1 (0.65%) OCP
6 1 (0.65%) Oracle Certification
Quality Assurance & Compliance
1 20 (12.99%) SLA
2 9 (5.84%) QA
3 5 (3.25%) PCI DSS
4 3 (1.95%) PMO
5 2 (1.30%) NCSC
5 2 (1.30%) NIST
System Software
1 17 (11.04%) Active Directory
2 10 (6.49%) Virtual Machines
3 2 (1.30%) VMware ESXi
3 2 (1.30%) VMware Infrastructure
4 1 (0.65%) Apache Flume
4 1 (0.65%) Docker
4 1 (0.65%) HDFS
Systems Management
1 2 (1.30%) WMI
2 1 (0.65%) CA Endevor
2 1 (0.65%) SCCM
Vendors
1 47 (30.52%) Microsoft
2 10 (6.49%) Dell
2 10 (6.49%) Draytek
2 10 (6.49%) HP
2 10 (6.49%) SolarWinds
2 10 (6.49%) SonicWALL
3 9 (5.84%) VMware
4 7 (4.55%) Citrix
4 7 (4.55%) JD Edwards
5 5 (3.25%) Klarna
5 5 (3.25%) Oracle
5 5 (3.25%) PayPal
5 5 (3.25%) WorldPay
6 4 (2.60%) Apple
6 4 (2.60%) Talend
7 3 (1.95%) Google
7 3 (1.95%) RapidMiner
7 3 (1.95%) Salesforce.com
8 2 (1.30%) Facebook
8 2 (1.30%) Twitter