Period
to 9 April 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 9 April 2020 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > East Midlands
6 months to
9 Apr 2020
Same period 2019 Same period 2018
Rank 31 23 30
Rank change year-on-year -8 +7 +1
Permanent jobs citing Analytical Skills 218 372 426
As % of all permanent jobs advertised in the East Midlands 6.67% 8.91% 8.03%
As % of the Miscellaneous category 17.02% 21.28% 22.42%
Number of salaries quoted 190 211 370
Median annual salary £45,000 £40,000 £42,500
Median salary % change year-on-year +12.50% -5.88% -
10th Percentile £25,950 £24,750 £26,250
90th Percentile £66,250 £63,750 £57,500
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +11.11%

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 1,281 1,748 1,900
As % of all permanent IT jobs advertised in the East Midlands 39.17% 41.89% 35.80%
Number of salaries quoted 1,048 1,158 1,579
Median annual salary £45,000 £42,500 £41,800
Median salary % change year-on-year +5.88% +1.67% +4.50%
10th Percentile £26,250 £24,530 £25,000
90th Percentile £73,750 £65,000 £65,100
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +1.01%

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 9 April 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 9 April 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
Nottinghamshire +3 71 £45,000 +28.57% 13
Leicestershire +1 62 £44,000 +0.57% 4
Northamptonshire -12 53 £55,000 +29.41% 5
Derbyshire +9 28 £35,000 -17.65% 6
Lincolnshire -4 3 £25,000 +47.06% 1
Analytical Skills
England

For the 6 months to 9 April 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 88 (40.37%) Problem-Solving
2 83 (38.07%) SQL
3 58 (26.61%) SQL Server
3 58 (26.61%) Agile Software Development
4 56 (25.69%) Microsoft
5 51 (23.39%) C#
6 48 (22.02%) JavaScript
7 45 (20.64%) Java
8 43 (19.72%) .NET
9 36 (16.51%) Oracle
9 36 (16.51%) Finance
9 36 (16.51%) Analytics
10 30 (13.76%) Azure
10 30 (13.76%) T-SQL
11 29 (13.30%) CSS
12 28 (12.84%) SAP
12 28 (12.84%) HTML
13 25 (11.47%) CRM
14 24 (11.01%) Linux
14 24 (11.01%) Retail
15 23 (10.55%) Windows
15 23 (10.55%) ASP.NET
15 23 (10.55%) Business Intelligence
15 23 (10.55%) Degree
16 22 (10.09%) SQL Server Integration Services
17 21 (9.63%) Team Foundation Server
17 21 (9.63%) Project Management
18 20 (9.17%) SAP BW
19 19 (8.72%) MVC
19 19 (8.72%) 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 16 (7.34%) SharePoint
2 7 (3.21%) IIS
3 6 (2.75%) Apache Spark
3 6 (2.75%) SAS
3 6 (2.75%) Skype for Business
4 4 (1.83%) CICS
5 3 (1.38%) Confluence
6 2 (0.92%) Tomcat
7 1 (0.46%) Apache
7 1 (0.46%) Apache Synapse
7 1 (0.46%) CMS
Applications
1 14 (6.42%) Microsoft Excel
1 14 (6.42%) Microsoft Office
2 3 (1.38%) Microsoft Project
3 2 (0.92%) Microsoft PowerPoint
3 2 (0.92%) SPSS
4 1 (0.46%) Adobe Illustrator
4 1 (0.46%) Photoshop
Business Applications
1 5 (2.29%) Dynamics CRM
2 3 (1.38%) Dynamics NAV
2 3 (1.38%) Lawson
2 3 (1.38%) NetSuite
2 3 (1.38%) SAP BPC
2 3 (1.38%) SAP Business One
3 1 (0.46%) Hyperion Planning
Cloud Services
1 30 (13.76%) Azure
2 15 (6.88%) AWS
2 15 (6.88%) Office 365
3 10 (4.59%) SaaS
4 9 (4.13%) Power Platform
5 6 (2.75%) Azure Data Factory
6 5 (2.29%) Dynamics 365
7 4 (1.83%) PaaS
8 3 (1.38%) Cloud Computing
8 3 (1.38%) Serverless
9 2 (0.92%) Adobe Analytics
9 2 (0.92%) Amazon EC2
9 2 (0.92%) Amazon ELB
9 2 (0.92%) AWS CloudFormation
9 2 (0.92%) AWS CodePipeline
9 2 (0.92%) AWS Lambda
9 2 (0.92%) GCP
9 2 (0.92%) GitHub
9 2 (0.92%) Google Analytics
9 2 (0.92%) IaaS
Communications & Networking
1 7 (3.21%) Firewall
1 7 (3.21%) Internet
2 6 (2.75%) NAS
2 6 (2.75%) SAN
3 5 (2.29%) LAN
3 5 (2.29%) VoIP
4 4 (1.83%) Cisco Nexus
4 4 (1.83%) Network Security
5 3 (1.38%) WAN
6 2 (0.92%) Cisco ASA
6 2 (0.92%) Cisco IOS
6 2 (0.92%) DHCP
6 2 (0.92%) DNS
6 2 (0.92%) IP Telephony
6 2 (0.92%) NX-OS
6 2 (0.92%) SSL
6 2 (0.92%) TCP/IP
6 2 (0.92%) VLAN
6 2 (0.92%) Wireless
6 2 (0.92%) WLAN
Database & Business Intelligence
1 58 (26.61%) SQL Server
2 22 (10.09%) SQL Server Integration Services
3 20 (9.17%) SAP BW
4 19 (8.72%) Oracle Database
5 17 (7.80%) SAP HANA
6 14 (6.42%) Data Warehouse
6 14 (6.42%) OLAP
7 13 (5.96%) SQL Server Analysis Services
8 12 (5.50%) Big Data
9 11 (5.05%) OLTP
10 9 (4.13%) Power BI
10 9 (4.13%) SQL Server 2012
11 7 (3.21%) Hadoop
11 7 (3.21%) MongoDB
11 7 (3.21%) Qlik Sense
11 7 (3.21%) Relational Database
11 7 (3.21%) SQL Server Reporting Services
12 6 (2.75%) Oracle OLAP
12 6 (2.75%) SQL Server 2005
13 5 (2.29%) Amazon DynamoDB
Development Applications
1 21 (9.63%) Team Foundation Server
2 17 (7.80%) Git (software)
3 15 (6.88%) JIRA
4 8 (3.67%) Selenium
5 7 (3.21%) Zephyr
6 4 (1.83%) fastlane
6 4 (1.83%) TeamCity
7 3 (1.38%) ERwin
7 3 (1.38%) PowerDesigner
7 3 (1.38%) SQL Server Management Studio (SSMS)
8 2 (0.92%) Artifactory
8 2 (0.92%) Jenkins
8 2 (0.92%) Maven
8 2 (0.92%) Sonatype Nexus
8 2 (0.92%) Travis CI
9 1 (0.46%) Oracle Forms
9 1 (0.46%) Postman
9 1 (0.46%) Visual Studio
General
1 36 (16.51%) Finance
2 24 (11.01%) Retail
3 16 (7.34%) Marketing
4 12 (5.50%) Telecoms
5 11 (5.05%) Manufacturing
6 9 (4.13%) Banking
7 8 (3.67%) Pharmaceutical
8 4 (1.83%) Aerospace
8 4 (1.83%) Automotive
8 4 (1.83%) Games
9 3 (1.38%) Back Office
9 3 (1.38%) Financial Institution
10 2 (0.92%) Billing
10 2 (0.92%) Law
10 2 (0.92%) Legal
11 1 (0.46%) Advertising
Job Titles
1 67 (30.73%) Developer
2 29 (13.30%) Analyst
3 20 (9.17%) .NET Developer
3 20 (9.17%) Senior Developer
4 16 (7.34%) Administrator
4 16 (7.34%) SAP Administrator
4 16 (7.34%) SAP Basis Administrator
5 14 (6.42%) Software Developer
6 12 (5.50%) Business Intelligence Developer
7 11 (5.05%) C# Developer
7 11 (5.05%) Test Engineer
8 10 (4.59%) SQL Developer
9 9 (4.13%) C# .NET Developer
9 9 (4.13%) Consultant
9 9 (4.13%) Software Engineer
10 8 (3.67%) Analytics Manager
10 8 (3.67%) Architect
10 8 (3.67%) Infrastructure Engineer
10 8 (3.67%) Junior
11 7 (3.21%) Service Manager
Libraries, Frameworks & Software Standards
1 43 (19.72%) .NET
2 29 (13.30%) CSS
3 28 (12.84%) HTML
4 23 (10.55%) ASP.NET
5 16 (7.34%) ASP.NET Web API
5 16 (7.34%) HTML5
5 16 (7.34%) SAP Basis
6 15 (6.88%) CSS3
7 14 (6.42%) jQuery
8 12 (5.50%) XML
9 11 (5.05%) AngularJS
9 11 (5.05%) WCF
10 10 (4.59%) ASP.NET MVC
11 9 (4.13%) J2EE
11 9 (4.13%) MDX
12 8 (3.67%) JSP
12 8 (3.67%) Servlets
13 7 (3.21%) React Native
14 6 (2.75%) Spring
14 6 (2.75%) WF
Miscellaneous
1 15 (6.88%) Mobile App
2 11 (5.05%) Management Information System
3 8 (3.67%) Algorithms
4 7 (3.21%) PMI
4 7 (3.21%) Smartphone
4 7 (3.21%) User Experience
5 6 (2.75%) Internet of Things
5 6 (2.75%) Self-Motivation
6 5 (2.29%) Data Structures
7 4 (1.83%) Analytical Mindset
7 4 (1.83%) Data Centre
7 4 (1.83%) Fat Client
7 4 (1.83%) Renewable Energy
7 4 (1.83%) Thin Client
8 3 (1.38%) AS400
8 3 (1.38%) Greenfield Project
8 3 (1.38%) NHS
8 3 (1.38%) Reference Data
8 3 (1.38%) Wiki
9 2 (0.92%) CMDB
Operating Systems
1 24 (11.01%) Linux
2 23 (10.55%) Windows
3 12 (5.50%) Windows 10
4 10 (4.59%) Android
5 9 (4.13%) Windows 8
6 8 (3.67%) Apple iOS
7 7 (3.21%) Windows 7
8 3 (1.38%) Unix
8 3 (1.38%) Windows Server
9 2 (0.92%) Red Hat Enterprise Linux
9 2 (0.92%) Ubuntu
10 1 (0.46%) Embedded Linux
Processes & Methodologies
1 88 (40.37%) Problem-Solving
2 58 (26.61%) Agile Software Development
3 36 (16.51%) Analytics
4 25 (11.47%) CRM
5 23 (10.55%) Business Intelligence
6 21 (9.63%) Project Management
7 19 (8.72%) MVC
8 18 (8.26%) Scrum
9 17 (7.80%) Mathematics
9 17 (7.80%) Process Improvement
10 16 (7.34%) Stakeholder Management
10 16 (7.34%) Web Development
11 15 (6.88%) Data Modelling
11 15 (6.88%) SDLC
12 14 (6.42%) Business Analysis
12 14 (6.42%) Change Control
12 14 (6.42%) Data Analytics
12 14 (6.42%) Test Automation
12 14 (6.42%) Time Management
13 13 (5.96%) Software Engineering
Programming Languages
1 83 (38.07%) SQL
2 51 (23.39%) C#
3 48 (22.02%) JavaScript
4 45 (20.64%) Java
5 30 (13.76%) T-SQL
6 17 (7.80%) ABAP
7 16 (7.34%) Python
8 11 (5.05%) PL/SQL
9 7 (3.21%) R
10 6 (2.75%) C++
11 4 (1.83%) Apple Swift
11 4 (1.83%) COBOL
11 4 (1.83%) JCL
11 4 (1.83%) Objective-C
11 4 (1.83%) TypeScript
12 3 (1.38%) Data Analysis Expressions (DAX)
13 2 (0.92%) Bash Shell
13 2 (0.92%) C
13 2 (0.92%) Scala
13 2 (0.92%) VBA
Qualifications
1 23 (10.55%) Degree
2 10 (4.59%) PMI Certification
3 7 (3.21%) Computer Science Degree
3 7 (3.21%) ISEB
3 7 (3.21%) ISTQB
3 7 (3.21%) PhD
4 5 (2.29%) Master's Degree
5 4 (1.83%) AWS Certification
5 4 (1.83%) Cisco Certification
5 4 (1.83%) Microsoft Certification
6 3 (1.38%) ACCA
6 3 (1.38%) OCA
6 3 (1.38%) OCP
6 3 (1.38%) Oracle Certification
6 3 (1.38%) PMP
7 2 (0.92%) CCNA
7 2 (0.92%) CCNP
7 2 (0.92%) CCSP
7 2 (0.92%) CISM
7 2 (0.92%) CISSP
Quality Assurance & Compliance
1 14 (6.42%) QA
2 7 (3.21%) Data Quality
3 4 (1.83%) PMO
4 2 (0.92%) GDPR
5 1 (0.46%) GAAP
5 1 (0.46%) IFRS
5 1 (0.46%) SLA
System Software
1 8 (3.67%) Active Directory
2 6 (2.75%) Docker
2 6 (2.75%) Hyper-V
2 6 (2.75%) Virtual Machines
3 2 (0.92%) BitLocker
Systems Management
1 13 (5.96%) SCCM
2 2 (0.92%) Kubernetes
Vendors
1 56 (25.69%) Microsoft
2 36 (16.51%) Oracle
3 28 (12.84%) SAP
4 7 (3.21%) Dell
4 7 (3.21%) HP
4 7 (3.21%) IBM
4 7 (3.21%) Novell
4 7 (3.21%) Samsung
4 7 (3.21%) Tableau
5 6 (2.75%) Cisco
6 4 (1.83%) Databricks
7 3 (1.38%) Epicor
7 3 (1.38%) IFS
7 3 (1.38%) JD Edwards
7 3 (1.38%) Sage
8 2 (0.92%) Capita
8 2 (0.92%) F5
8 2 (0.92%) Google
8 2 (0.92%) Juniper
8 2 (0.92%) Palo Alto