Period
to 22 January 2020

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 January 2020 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > East Midlands
6 months to
22 Jan 2020
Same period 2019 Same period 2018
Rank 28 24 30
Rank change year-on-year -4 +6 -1
Permanent jobs citing Analytical Skills 266 361 398
As % of all permanent IT jobs advertised in the East Midlands 7.18% 8.46% 7.67%
As % of the Miscellaneous category 17.90% 20.53% 21.19%
Number of salaries quoted 215 223 334
East Midlands median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -5.88%
10th Percentile £26,250 £26,250 £23,000
90th Percentile £65,000 £62,500 £57,500
England median annual salary £51,500 £50,000 £47,500
% change year-on-year +3.00% +5.26% +5.56%

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 1,486 1,758 1,878
As % of all permanent IT jobs advertised in the East Midlands 40.11% 41.21% 36.20%
Number of salaries quoted 1,244 1,211 1,544
East Midlands median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -5.88%
10th Percentile £26,250 £25,000 £25,000
90th Percentile £75,000 £67,500 £65,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

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 22 January 2020.

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 January 2020. 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 +1 122 £45,000 - 24
Nottinghamshire +6 74 £40,000 +6.67% 29
Northamptonshire -12 46 £53,750 +32.72% 17
Derbyshire -22 19 £30,250 -19.33% 15
Lincolnshire -7 3 £40,000 +135.29% 6
Analytical Skills
England

For the 6 months to 22 January 2020, 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.

1 128 (48.12%) Problem-Solving
2 110 (41.35%) Agile Software Development
3 88 (33.08%) SQL
4 87 (32.71%) C#
5 80 (30.08%) .NET
6 70 (26.32%) Microsoft
7 61 (22.93%) SQL Server
8 57 (21.43%) JavaScript
9 51 (19.17%) T-SQL
10 40 (15.04%) Finance
11 38 (14.29%) Oracle
12 37 (13.91%) Java
13 36 (13.53%) Scrum
14 35 (13.16%) Manufacturing
14 35 (13.16%) Retail
14 35 (13.16%) Azure
15 34 (12.78%) Team Foundation Server
15 34 (12.78%) ASP.NET
16 33 (12.41%) Windows
17 32 (12.03%) Linux
18 31 (11.65%) SAP
18 31 (11.65%) CSS
18 31 (11.65%) HTML
19 29 (10.90%) Project Management
19 29 (10.90%) Git (software)
20 27 (10.15%) CRM
21 26 (9.77%) WCF
21 26 (9.77%) Web Development
21 26 (9.77%) TypeScript
22 23 (8.65%) Oracle Database

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 (3.76%) SharePoint
2 9 (3.38%) IIS
3 7 (2.63%) Apache Spark
4 5 (1.88%) CICS
5 3 (1.13%) SAS
5 3 (1.13%) Skype for Business
6 2 (0.75%) Apache
6 2 (0.75%) WordPress
7 1 (0.38%) CMS
7 1 (0.38%) MS Exchange
Applications
1 19 (7.14%) Microsoft Office
2 12 (4.51%) Microsoft Excel
3 4 (1.50%) MS Visio
4 3 (1.13%) Spreadsheet
5 2 (0.75%) Microsoft PowerPoint
6 1 (0.38%) Microsoft Project
Business Applications
1 3 (1.13%) Dynamics CRM
1 3 (1.13%) NetSuite
2 1 (0.38%) Dynamics AX
2 1 (0.38%) Dynamics NAV
2 1 (0.38%) Hyperion Planning
2 1 (0.38%) Lawson
2 1 (0.38%) SAP Business One
2 1 (0.38%) SAP S/4HANA
Cloud Services
1 35 (13.16%) Azure
2 21 (7.89%) SaaS
3 19 (7.14%) Office 365
4 17 (6.39%) AWS
5 6 (2.26%) Azure Data Factory
6 4 (1.50%) Dynamics 365
6 4 (1.50%) IaaS
6 4 (1.50%) PaaS
6 4 (1.50%) Power Platform
7 3 (1.13%) Cloud Computing
7 3 (1.13%) GCP
8 2 (0.75%) Azure Machine Learning
8 2 (0.75%) Boomi
8 2 (0.75%) G Suite
8 2 (0.75%) iPaaS
9 1 (0.38%) Adobe Analytics
9 1 (0.38%) Amazon Cognito
9 1 (0.38%) Google Analytics
9 1 (0.38%) Serverless
9 1 (0.38%) SoftLayer
Communications & Networking
1 11 (4.14%) VoIP
2 9 (3.38%) Firewall
3 8 (3.01%) Network Security
3 8 (3.01%) WAN
4 7 (2.63%) LAN
5 6 (2.26%) DHCP
5 6 (2.26%) DNS
5 6 (2.26%) Wireless
6 5 (1.88%) Internet
7 4 (1.50%) Cisco IOS
7 4 (1.50%) Cisco Nexus
7 4 (1.50%) IP Telephony
7 4 (1.50%) NX-OS
8 3 (1.13%) NAS
8 3 (1.13%) SAN
9 2 (0.75%) SSL
9 2 (0.75%) TCP/IP
10 1 (0.38%) ADSL
10 1 (0.38%) Ethernet
10 1 (0.38%) SMS
Database & Business Intelligence
1 61 (22.93%) SQL Server
2 23 (8.65%) Oracle Database
3 22 (8.27%) SQL Server Integration Services
4 20 (7.52%) SAP BW
4 20 (7.52%) SAP HANA
5 17 (6.39%) SQL Server 2012
6 13 (4.89%) Big Data
7 10 (3.76%) Data Warehouse
8 9 (3.38%) SQL Server Analysis Services
8 9 (3.38%) SQL Server Reporting Services
9 8 (3.01%) Hadoop
9 8 (3.01%) SQL Server 2005
10 7 (2.63%) Qlik Sense
11 6 (2.26%) Data Lake
12 5 (1.88%) DB2
12 5 (1.88%) Oracle Reports
13 4 (1.50%) Power BI
14 3 (1.13%) Apache Hive
14 3 (1.13%) HBase
14 3 (1.13%) Relational Database
Development Applications
1 34 (12.78%) Team Foundation Server
2 29 (10.90%) Git (software)
3 11 (4.14%) Selenium
4 10 (3.76%) JIRA
5 8 (3.01%) Jenkins
6 7 (2.63%) Visual Studio
6 7 (2.63%) Zephyr
7 6 (2.26%) Oracle Forms
7 6 (2.26%) Xcode
8 3 (1.13%) SQL Server Management Studio (SSMS)
9 2 (0.75%) Maven
10 1 (0.38%) fastlane
10 1 (0.38%) MorphX
10 1 (0.38%) Postman
10 1 (0.38%) TeamCity
General
1 40 (15.04%) Finance
2 35 (13.16%) Manufacturing
2 35 (13.16%) Retail
3 18 (6.77%) Marketing
3 18 (6.77%) Telecoms
4 16 (6.02%) Banking
5 9 (3.38%) Pharmaceutical
6 4 (1.50%) Aerospace
6 4 (1.50%) Automotive
6 4 (1.50%) Electronics
6 4 (1.50%) Games
6 4 (1.50%) Public Sector
7 3 (1.13%) Back Office
8 2 (0.75%) Legal
9 1 (0.38%) Law
9 1 (0.38%) Military
Job Titles
1 87 (32.71%) Developer
2 41 (15.41%) .NET Developer
3 34 (12.78%) Senior Developer
4 26 (9.77%) Analyst
5 23 (8.65%) C# Developer
6 20 (7.52%) Administrator
6 20 (7.52%) SAP Administrator
7 19 (7.14%) SAP Basis Administrator
8 16 (6.02%) Senior .NET Developer
9 14 (5.26%) C# .NET Developer
9 14 (5.26%) Service Manager
10 13 (4.89%) Software Developer
10 13 (4.89%) Software Engineer
11 11 (4.14%) IT Engineer
11 11 (4.14%) Team Leader
11 11 (4.14%) Test Engineer
12 10 (3.76%) ASP.NET Developer
12 10 (3.76%) Development Team Leader
12 10 (3.76%) Junior
12 10 (3.76%) Project Manager
Libraries, Frameworks & Software Standards
1 80 (30.08%) .NET
2 34 (12.78%) ASP.NET
3 31 (11.65%) CSS
3 31 (11.65%) HTML
4 26 (9.77%) WCF
5 22 (8.27%) ASP.NET Web API
6 20 (7.52%) SAP Basis
7 19 (7.14%) XML
8 18 (6.77%) HTML5
9 17 (6.39%) WPF
10 16 (6.02%) CSS3
11 15 (5.64%) jQuery
12 13 (4.89%) WinForms
13 10 (3.76%) Spring
14 9 (3.38%) .NET Framework
14 9 (3.38%) AngularJS
14 9 (3.38%) ASP.NET MVC
15 8 (3.01%) SOAP
15 8 (3.01%) WF
16 6 (2.26%) MDX
Miscellaneous
1 19 (7.14%) Greenfield Project
2 12 (4.51%) Mobile App
3 11 (4.14%) Algorithms
3 11 (4.14%) Self-Motivation
4 10 (3.76%) Enterprise Software
5 9 (3.38%) Management Information System
6 8 (3.01%) Public Cloud
6 8 (3.01%) Smartphone
7 7 (2.63%) Data Centre
7 7 (2.63%) PMI
8 6 (2.26%) Analytical Mindset
8 6 (2.26%) EPoS
8 6 (2.26%) User Experience
9 5 (1.88%) Virtual Team
10 4 (1.50%) Data Protection Act
10 4 (1.50%) Hybrid Cloud
10 4 (1.50%) Internet of Things
10 4 (1.50%) Renewable Energy
10 4 (1.50%) Robotics
11 3 (1.13%) Fat Client
Operating Systems
1 33 (12.41%) Windows
2 32 (12.03%) Linux
3 13 (4.89%) Windows 10
4 12 (4.51%) Windows 7
5 11 (4.14%) Apple iOS
6 7 (2.63%) Windows 8
6 7 (2.63%) Windows Server
7 6 (2.26%) Unix
8 5 (1.88%) Android
8 5 (1.88%) Windows Server 2012
9 1 (0.38%) Embedded Linux
9 1 (0.38%) Red Hat Enterprise Linux
Processes & Methodologies
1 128 (48.12%) Problem-Solving
2 110 (41.35%) Agile Software Development
3 36 (13.53%) Scrum
4 29 (10.90%) Project Management
5 27 (10.15%) CRM
6 26 (9.77%) Web Development
7 23 (8.65%) Analytics
7 23 (8.65%) Test Automation
8 22 (8.27%) Collaborative Working
8 22 (8.27%) Mentoring
9 20 (7.52%) MVC
10 19 (7.14%) SOLID
11 18 (6.77%) SDLC
12 17 (6.39%) Continuous Improvement
12 17 (6.39%) ITIL
13 16 (6.02%) Artificial Intelligence
13 16 (6.02%) Business Analysis
14 15 (5.64%) Change Control
14 15 (5.64%) E-Commerce
14 15 (5.64%) Machine Learning
Programming Languages
1 88 (33.08%) SQL
2 87 (32.71%) C#
3 57 (21.43%) JavaScript
4 51 (19.17%) T-SQL
5 37 (13.91%) Java
6 26 (9.77%) TypeScript
7 22 (8.27%) ABAP
8 14 (5.26%) PL/SQL
9 9 (3.38%) Python
10 8 (3.01%) Apple Swift
10 8 (3.01%) C
10 8 (3.01%) Objective-C
11 7 (2.63%) Data Analysis Expressions (DAX)
12 5 (1.88%) COBOL
12 5 (1.88%) JCL
12 5 (1.88%) R
13 2 (0.75%) C++
13 2 (0.75%) Scala
14 1 (0.38%) Go
14 1 (0.38%) X++
Qualifications
1 10 (3.76%) Degree
2 9 (3.38%) ISEB
2 9 (3.38%) ISTQB
3 8 (3.01%) ITIL Certification
3 8 (3.01%) PMI Certification
4 7 (2.63%) PhD
5 6 (2.26%) Cisco Certification
6 4 (1.50%) CCNA
6 4 (1.50%) CCNP
6 4 (1.50%) DBS Check
7 3 (1.13%) Microsoft Certification
7 3 (1.13%) OCA
7 3 (1.13%) OCP
7 3 (1.13%) Oracle Certification
8 2 (0.75%) (ISC)2 CCSP
8 2 (0.75%) CCSP
8 2 (0.75%) CISM
8 2 (0.75%) CISSP
8 2 (0.75%) Computer Science Degree
8 2 (0.75%) Master's Degree
Quality Assurance & Compliance
1 9 (3.38%) GDPR
2 7 (2.63%) Data Quality
2 7 (2.63%) PMO
2 7 (2.63%) QA
2 7 (2.63%) SLA
3 1 (0.38%) GAAP
3 1 (0.38%) IFRS
3 1 (0.38%) ISO 9001
3 1 (0.38%) ISO/IEC 27001
3 1 (0.38%) PCI DSS
3 1 (0.38%) PSD2
System Software
1 15 (5.64%) Active Directory
2 3 (1.13%) Hyper-V
2 3 (1.13%) Virtual Machines
3 1 (0.38%) Docker
Systems Management
1 10 (3.76%) SCCM
2 1 (0.38%) Single Sign-On
Vendors
1 70 (26.32%) Microsoft
2 38 (14.29%) Oracle
3 31 (11.65%) SAP
4 15 (5.64%) Cisco
5 14 (5.26%) Dell
5 14 (5.26%) IBM
6 12 (4.51%) HP
7 7 (2.63%) Novell
7 7 (2.63%) Samsung
8 6 (2.26%) Databricks
9 5 (1.88%) Hitachi
9 5 (1.88%) Sun
10 4 (1.50%) Google
10 4 (1.50%) Palo Alto
11 3 (1.13%) Xamarin
12 2 (0.75%) F5
12 2 (0.75%) JD Edwards
12 2 (0.75%) Salesforce.com
13 1 (0.38%) Epicor
13 1 (0.38%) Hyperion