Period
to 19 July 2019

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 19 July 2019 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > East Midlands
6 months to
19 Jul 2019
Same period 2018 Same period 2017
Rank 26 32 22
Rank change year-on-year +6 -10 +9
Permanent jobs citing Analytical Skills 312 342 482
As % of all permanent IT jobs advertised in the East Midlands 7.64% 6.70% 8.67%
As % of the Miscellaneous category 19.08% 18.83% 21.74%
Number of salaries quoted 199 270 321
East Midlands median annual salary £40,000 £42,000 £40,000
Median salary % change year-on-year -4.76% +5.00% +14.29%
10th Percentile £24,750 £26,750 £25,000
90th Percentile £65,000 £55,125 £55,000
England median annual salary £50,000 £49,500 £45,000
% change year-on-year +1.01% +10.00% -2.17%

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 1,635 1,816 2,217
As % of all permanent IT jobs advertised in the East Midlands 40.02% 35.56% 39.87%
Number of salaries quoted 1,210 1,512 1,740
East Midlands median annual salary £40,000 £42,500 £40,000
Median salary % change year-on-year -5.88% +6.25% -
10th Percentile £24,750 £25,000 £22,500
90th Percentile £67,500 £63,625 £60,000
England median annual salary £52,500 £51,000 £50,000
% change year-on-year +2.94% +2.00% -

Analytical Skills
Job Vacancy Trend in the East Midlands

Job postings citing Analytical Skills as a percentage 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

This chart provides the 3-month moving average for salaries quoted in permanent IT 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

The salary distribution of IT jobs citing Analytical Skills in the East Midlands over the 6 months to 19 July 2019.

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 19 July 2019. 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 +15 125 £40,000 -4.76% 19
Nottinghamshire -2 81 £37,500 -6.25% 15
Northamptonshire +18 77 £45,000 -5.26% 14
Derbyshire -21 20 £38,750 +13.97% 18
Lincolnshire +4 3 £26,082 -11.59% 14
Analytical Skills
England

For the 6 months to 19 July 2019, 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.

1 163 (52.24%) Problem-Solving
2 115 (36.86%) Microsoft
3 89 (28.53%) SQL
4 83 (26.60%) Agile Software Development
5 69 (22.12%) Windows
6 66 (21.15%) .NET
6 66 (21.15%) SQL Server
7 60 (19.23%) C#
8 53 (16.99%) Retail
9 50 (16.03%) Microsoft Office
10 49 (15.71%) Windows Server
11 47 (15.06%) Degree
12 38 (12.18%) Self-Motivation
13 37 (11.86%) T-SQL
14 36 (11.54%) Team Foundation Server
15 35 (11.22%) Microsoft Azure
15 35 (11.22%) ITIL
15 35 (11.22%) Active Directory
16 34 (10.90%) Business Intelligence
16 34 (10.90%) Scrum
16 34 (10.90%) Continuous Improvement
17 32 (10.26%) Analytics
17 32 (10.26%) Manufacturing
18 31 (9.94%) Microsoft Excel
19 30 (9.62%) JavaScript
19 30 (9.62%) Finance
20 29 (9.29%) Office 365
21 25 (8.01%) Oracle
21 25 (8.01%) ASP.NET
21 25 (8.01%) Linux

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 13 (4.17%) SAS
2 12 (3.85%) IIS
3 10 (3.21%) MS Exchange
4 9 (2.88%) CICS
5 8 (2.56%) Apache Spark
6 6 (1.92%) SharePoint
6 6 (1.92%) Skype for Business
7 3 (0.96%) Confluence
8 2 (0.64%) Exchange Server 2010
8 2 (0.64%) WebSphere
9 1 (0.32%) Apache
9 1 (0.32%) JBoss
9 1 (0.32%) Tomcat
9 1 (0.32%) WebLogic
Applications
1 50 (16.03%) Microsoft Office
2 31 (9.94%) Microsoft Excel
3 8 (2.56%) MS Visio
4 6 (1.92%) Microsoft PowerPoint
5 2 (0.64%) Microsoft Project
5 2 (0.64%) SPSS
6 1 (0.32%) CATIA
6 1 (0.32%) GNU Octave
6 1 (0.32%) Spreadsheet
Business Applications
1 5 (1.60%) Dynamics AX
1 5 (1.60%) NetSuite
2 4 (1.28%) Remedy ITSM
3 2 (0.64%) SAP Hybris
4 1 (0.32%) Dynamics CRM
4 1 (0.32%) ENOVIA
Cloud Services
1 35 (11.22%) Microsoft Azure
2 29 (9.29%) Office 365
3 17 (5.45%) Power Platform
4 16 (5.13%) SaaS
5 7 (2.24%) Amazon AWS
5 7 (2.24%) Dynamics 365
6 6 (1.92%) AdWords
7 5 (1.60%) Google Play
7 5 (1.60%) IaaS
7 5 (1.60%) PaaS
8 4 (1.28%) AWS CloudFormation
8 4 (1.28%) Google Cloud Platform
9 3 (0.96%) Azure Data Factory
9 3 (0.96%) Google Analytics
Communications & Networking
1 16 (5.13%) LAN
1 16 (5.13%) WAN
2 10 (3.21%) SAN
3 9 (2.88%) Wireless
4 7 (2.24%) Internet
5 6 (1.92%) VLAN
6 5 (1.60%) Firewall
6 5 (1.60%) Intranet
7 4 (1.28%) DHCP
7 4 (1.28%) DNS
7 4 (1.28%) Ethernet
8 2 (0.64%) Broadband
8 2 (0.64%) LTE
8 2 (0.64%) NAS
8 2 (0.64%) Skype
8 2 (0.64%) WLAN
9 1 (0.32%) Cisco ASA
9 1 (0.32%) HSRP
9 1 (0.32%) PBX
9 1 (0.32%) TCP/IP
Database & Business Intelligence
1 66 (21.15%) SQL Server
2 24 (7.69%) SQL Server Integration Services
3 17 (5.45%) Power BI
4 14 (4.49%) SQL Server 2012
5 11 (3.53%) MySQL
5 11 (3.53%) SQL Server Reporting Services
6 10 (3.21%) Data Warehouse
7 9 (2.88%) Azure SQL Database
7 9 (2.88%) DB2
7 9 (2.88%) Relational Database
8 8 (2.56%) Hadoop
8 8 (2.56%) SQL Server 2017
9 7 (2.24%) SQL Server 2008
10 5 (1.60%) Azure SQL Data Warehouse
10 5 (1.60%) SAP BW
10 5 (1.60%) SQL Server 2005
10 5 (1.60%) SQL Server Analysis Services
11 4 (1.28%) BusinessObjects
11 4 (1.28%) Data Mining
11 4 (1.28%) RDBMS
Development Applications
1 36 (11.54%) Team Foundation Server
2 15 (4.81%) Git (software)
3 7 (2.24%) Selenium
4 6 (1.92%) JIRA
4 6 (1.92%) Rational DOORS
4 6 (1.92%) Visual Studio
5 5 (1.60%) Bitbucket
6 4 (1.28%) Bugzilla
6 4 (1.28%) Rational Quality Manager
7 3 (0.96%) Bazaar
7 3 (0.96%) Jenkins
7 3 (0.96%) Maven
7 3 (0.96%) NetBeans
8 1 (0.32%) FogBugz
8 1 (0.32%) Oracle Forms
8 1 (0.32%) Selenium IDE
8 1 (0.32%) TestRail
General
1 53 (16.99%) Retail
2 32 (10.26%) Manufacturing
3 30 (9.62%) Finance
4 15 (4.81%) Marketing
5 12 (3.85%) Telecoms
6 6 (1.92%) Advertising
7 5 (1.60%) Back Office
7 5 (1.60%) Law
8 3 (0.96%) Banking
8 3 (0.96%) Financial Institution
8 3 (0.96%) Games
9 2 (0.64%) Aerospace
10 1 (0.32%) Automotive
10 1 (0.32%) Investment Banking
10 1 (0.32%) Legal
10 1 (0.32%) Military
10 1 (0.32%) Publishing
Job Titles
1 97 (31.09%) Analyst
2 73 (23.40%) Developer
3 41 (13.14%) Support Analyst
4 29 (9.29%) Senior Developer
5 26 (8.33%) .NET Developer
6 17 (5.45%) Data Analyst
7 15 (4.81%) Business Analyst
8 11 (3.53%) Architect
8 11 (3.53%) Consultant
8 11 (3.53%) IT Support
9 10 (3.21%) DevOps Engineer
9 10 (3.21%) E-Commerce Developer
9 10 (3.21%) IT Analyst
9 10 (3.21%) Senior .NET Developer
10 9 (2.88%) Applications Support
10 9 (2.88%) IT Support Analyst
10 9 (2.88%) Lead Developer
10 9 (2.88%) Senior E-Commerce Developer
10 9 (2.88%) Support Engineer
11 8 (2.56%) C# Developer
Libraries, Frameworks & Software Standards
1 66 (21.15%) .NET
2 25 (8.01%) ASP.NET
3 23 (7.37%) WCF
4 20 (6.41%) ASP.NET Web API
5 19 (6.09%) .NET Framework
5 19 (6.09%) CSS
5 19 (6.09%) HTML
6 17 (5.45%) XML
7 11 (3.53%) AngularJS
7 11 (3.53%) Spring
8 10 (3.21%) ASP.NET MVC
8 10 (3.21%) SOAP
9 8 (2.56%) WinForms
9 8 (2.56%) WPF
10 7 (2.24%) CSS3
10 7 (2.24%) HTML5
10 7 (2.24%) jQuery
10 7 (2.24%) RESTful
10 7 (2.24%) Web Services
10 7 (2.24%) Xamarin.iOS
Miscellaneous
1 38 (12.18%) Self-Motivation
2 25 (8.01%) Mobile App
3 14 (4.49%) Management Information System
4 12 (3.85%) Analytical Mindset
4 12 (3.85%) Data Centre
5 10 (3.21%) Robotics
6 9 (2.88%) Mainframe
6 9 (2.88%) Social Media
7 8 (2.56%) Data Structures
8 7 (2.24%) Algorithms
8 7 (2.24%) Greenfield Project
9 6 (1.92%) Enterprise Software
9 6 (1.92%) Virtual Team
10 4 (1.28%) Fat Client
10 4 (1.28%) iPhone
10 4 (1.28%) Linux Command Line
10 4 (1.28%) Thin Client
11 3 (0.96%) EPoS
11 3 (0.96%) NHS
11 3 (0.96%) User Experience
Operating Systems
1 69 (22.12%) Windows
2 49 (15.71%) Windows Server
3 25 (8.01%) Linux
4 15 (4.81%) Windows Server 2012
5 10 (3.21%) Windows 10
6 8 (2.56%) Android
6 8 (2.56%) Apple iOS
6 8 (2.56%) Unix
7 4 (1.28%) CentOS
7 4 (1.28%) Windows 7
7 4 (1.28%) Windows Server 2008
8 1 (0.32%) AIX
Processes & Methodologies
1 163 (52.24%) Problem-Solving
2 83 (26.60%) Agile Software Development
3 35 (11.22%) ITIL
4 34 (10.90%) Business Intelligence
4 34 (10.90%) Continuous Improvement
4 34 (10.90%) Scrum
5 32 (10.26%) Analytics
6 24 (7.69%) DevOps
7 22 (7.05%) Continuous Integration
7 22 (7.05%) ERP
7 22 (7.05%) MVC
7 22 (7.05%) Service Management
8 20 (6.41%) Stakeholder Management
8 20 (6.41%) Time Management
9 19 (6.09%) Computer Science
9 19 (6.09%) SDLC
10 18 (5.77%) Data Analysis
10 18 (5.77%) Test Automation
11 17 (5.45%) Service Delivery
12 16 (5.13%) E-Commerce
Programming Languages
1 89 (28.53%) SQL
2 60 (19.23%) C#
3 37 (11.86%) T-SQL
4 30 (9.62%) JavaScript
5 13 (4.17%) Java
5 13 (4.17%) PowerShell
5 13 (4.17%) Python
5 13 (4.17%) VBA
6 10 (3.21%) R
7 9 (2.88%) COBOL
7 9 (2.88%) JCL
7 9 (2.88%) PL/SQL
8 7 (2.24%) TypeScript
9 6 (1.92%) Shell Script
9 6 (1.92%) VB.NET
10 3 (0.96%) Data Analysis Expressions (DAX)
10 3 (0.96%) MATLAB
11 2 (0.64%) Bash Shell
11 2 (0.64%) C
11 2 (0.64%) PHP
Qualifications
1 47 (15.06%) Degree
2 8 (2.56%) ISTQB
3 7 (2.24%) Computer Science Degree
3 7 (2.24%) ISTQB Foundation Certification
4 6 (1.92%) HNC
4 6 (1.92%) HND
4 6 (1.92%) ITIL Certification
5 4 (1.28%) Postgraduate
6 3 (0.96%) ISTQB Advanced Certification
7 2 (0.64%) CCNP
7 2 (0.64%) Cisco Certification
7 2 (0.64%) Microsoft Certification
7 2 (0.64%) PhD
8 1 (0.32%) CCNA
8 1 (0.32%) CISA
8 1 (0.32%) CISM
8 1 (0.32%) CISSP
8 1 (0.32%) ISEB
8 1 (0.32%) JNCIA
8 1 (0.32%) JNCIP
Quality Assurance & Compliance
1 15 (4.81%) GDPR
2 14 (4.49%) Data Quality
2 14 (4.49%) SLA
3 10 (3.21%) PMO
4 7 (2.24%) QA
5 1 (0.32%) Actionable Recommendations
5 1 (0.32%) ISO/IEC 27001
System Software
1 35 (11.22%) Active Directory
2 11 (3.53%) Docker
3 9 (2.88%) Hyper-V
4 6 (1.92%) VMware Infrastructure
5 4 (1.28%) vSphere
6 2 (0.64%) Virtual Machines
6 2 (0.64%) Virtual Servers
Systems Management
1 10 (3.21%) Puppet
1 10 (3.21%) Terraform
2 9 (2.88%) Ansible
3 8 (2.56%) Kubernetes
3 8 (2.56%) Tivoli Storage Manager
4 6 (1.92%) SCOM
5 4 (1.28%) Backup Exec
5 4 (1.28%) Nagios
5 4 (1.28%) Netcool
5 4 (1.28%) Opscode Chef
5 4 (1.28%) SCCM
6 2 (0.64%) Icinga
7 1 (0.32%) CA Endevor
7 1 (0.32%) FortiGate
Vendors
1 115 (36.86%) Microsoft
2 25 (8.01%) Oracle
3 18 (5.77%) Google
4 15 (4.81%) IBM
5 14 (4.49%) VMware
6 11 (3.53%) SAP
7 9 (2.88%) Cisco
7 9 (2.88%) Dell
7 9 (2.88%) Tableau
8 8 (2.56%) Remedy
9 7 (2.24%) Avaya
9 7 (2.24%) HP
9 7 (2.24%) McAfee
9 7 (2.24%) Xamarin
10 6 (1.92%) Dynatrace
10 6 (1.92%) OpenText
11 5 (1.60%) Apple
11 5 (1.60%) Hitachi
11 5 (1.60%) Sun
12 4 (1.28%) JD Edwards