Period
to 20 November 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 20 November 2019 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > East Midlands
6 months to
20 Nov 2019
Same period 2018 Same period 2017
Rank 29 35 26
Rank change year-on-year +6 -9 +5
Permanent jobs citing Analytical Skills 268 319 422
As % of all permanent IT jobs advertised in the East Midlands 6.74% 6.83% 8.12%
As % of the Miscellaneous category 17.25% 17.65% 22.00%
Number of salaries quoted 215 233 315
East Midlands median annual salary £42,500 £45,000 £40,000
Median salary % change year-on-year -5.56% +12.50% -5.88%
10th Percentile £26,250 £26,250 £21,100
90th Percentile £65,000 £60,000 £57,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +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 1,554 1,807 1,918
As % of all permanent IT jobs advertised in the East Midlands 39.08% 38.67% 36.90%
Number of salaries quoted 1,300 1,383 1,563
East Midlands median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £26,250 £25,100 £23,500
90th Percentile £75,000 £66,250 £62,500
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 20 November 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 20 November 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 +3 123 £45,000 - 28
Nottinghamshire +4 71 £37,500 -16.67% 21
Northamptonshire +17 45 £45,000 - 15
Derbyshire -26 22 £39,750 +3.25% 17
Lincolnshire -4 4 £40,000 +35.59% 2
Analytical Skills
England

For the 6 months to 20 November 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.

1 148 (55.22%) Problem-Solving
2 109 (40.67%) Agile Software Development
3 86 (32.09%) C#
4 83 (30.97%) .NET
5 75 (27.99%) Microsoft
6 74 (27.61%) SQL
7 56 (20.90%) T-SQL
8 55 (20.52%) SQL Server
9 46 (17.16%) Finance
10 44 (16.42%) Retail
10 44 (16.42%) Windows
11 42 (15.67%) Scrum
12 39 (14.55%) JavaScript
13 35 (13.06%) Linux
14 34 (12.69%) Project Management
14 34 (12.69%) Azure
15 33 (12.31%) Git (software)
15 33 (12.31%) Microsoft Office
15 33 (12.31%) Manufacturing
16 32 (11.94%) TypeScript
16 32 (11.94%) SOLID
17 30 (11.19%) Team Foundation Server
17 30 (11.19%) Oracle
18 28 (10.45%) ASP.NET
19 27 (10.07%) Web Development
20 26 (9.70%) SaaS
21 25 (9.33%) ASP.NET Web API
21 25 (9.33%) ITIL
21 25 (9.33%) Greenfield Project
21 25 (9.33%) Self-Motivation

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 6 (2.24%) Apache Spark
2 5 (1.87%) IIS
3 3 (1.12%) CICS
3 3 (1.12%) MS Exchange
3 3 (1.12%) Skype for Business
4 2 (0.75%) Apache
4 2 (0.75%) Confluence
4 2 (0.75%) Exchange Server 2010
4 2 (0.75%) SAS
4 2 (0.75%) SharePoint
4 2 (0.75%) WordPress
5 1 (0.37%) CMS
Applications
1 33 (12.31%) Microsoft Office
2 21 (7.84%) Microsoft Excel
3 7 (2.61%) MS Visio
4 6 (2.24%) Microsoft PowerPoint
5 3 (1.12%) Spreadsheet
6 2 (0.75%) Microsoft Project
Business Applications
1 3 (1.12%) NetSuite
2 2 (0.75%) Dynamics CRM
3 1 (0.37%) Dynamics AX
3 1 (0.37%) Remedy ITSM
3 1 (0.37%) SAP S/4HANA
Cloud Services
1 34 (12.69%) Azure
2 26 (9.70%) SaaS
3 20 (7.46%) AWS
4 18 (6.72%) Office 365
5 7 (2.61%) Power Platform
6 5 (1.87%) Dynamics 365
6 5 (1.87%) Google Play
7 4 (1.49%) AWS CloudFormation
7 4 (1.49%) Azure Data Factory
7 4 (1.49%) IaaS
7 4 (1.49%) PaaS
8 3 (1.12%) GCP
9 2 (0.75%) Azure Machine Learning
9 2 (0.75%) Boomi
9 2 (0.75%) Cloud Computing
9 2 (0.75%) G Suite
9 2 (0.75%) iPaaS
10 1 (0.37%) IBM Cloud
10 1 (0.37%) SoftLayer
Communications & Networking
1 12 (4.48%) WAN
2 11 (4.10%) LAN
3 9 (3.36%) VoIP
4 7 (2.61%) Wireless
5 6 (2.24%) DHCP
5 6 (2.24%) DNS
5 6 (2.24%) Firewall
5 6 (2.24%) Internet
6 5 (1.87%) Network Security
7 3 (1.12%) Cisco IOS
7 3 (1.12%) Cisco Nexus
7 3 (1.12%) IP Telephony
7 3 (1.12%) NX-OS
7 3 (1.12%) SAN
8 2 (0.75%) Broadband
8 2 (0.75%) Ethernet
8 2 (0.75%) Skype
8 2 (0.75%) VLAN
9 1 (0.37%) ADSL
9 1 (0.37%) SMS
Database & Business Intelligence
1 55 (20.52%) SQL Server
2 17 (6.34%) SQL Server Integration Services
3 14 (5.22%) SQL Server 2012
4 13 (4.85%) Oracle Database
5 11 (4.10%) SQL Server Reporting Services
6 10 (3.73%) MySQL
6 10 (3.73%) SAP BW
6 10 (3.73%) SAP HANA
7 9 (3.36%) Data Warehouse
8 8 (2.99%) Relational Database
9 7 (2.61%) Big Data
9 7 (2.61%) Hadoop
9 7 (2.61%) Power BI
9 7 (2.61%) SQL Server Analysis Services
10 6 (2.24%) Data Lake
11 5 (1.87%) Oracle Reports
12 4 (1.49%) Data Mining
12 4 (1.49%) MariaDB
12 4 (1.49%) RDBMS
12 4 (1.49%) SQL Server 2005
Development Applications
1 33 (12.31%) Git (software)
2 30 (11.19%) Team Foundation Server
3 10 (3.73%) Jenkins
4 7 (2.61%) Oracle Forms
4 7 (2.61%) Visual Studio
5 6 (2.24%) JIRA
5 6 (2.24%) Xcode
6 5 (1.87%) Selenium
7 2 (0.75%) Bazaar
7 2 (0.75%) Bitbucket
7 2 (0.75%) Maven
7 2 (0.75%) Zephyr
8 1 (0.37%) MorphX
General
1 46 (17.16%) Finance
2 44 (16.42%) Retail
3 33 (12.31%) Manufacturing
4 15 (5.60%) Telecoms
5 14 (5.22%) Banking
5 14 (5.22%) Marketing
6 6 (2.24%) Public Sector
7 4 (1.49%) Electronics
7 4 (1.49%) Pharmaceutical
8 3 (1.12%) Back Office
8 3 (1.12%) Games
9 2 (0.75%) Law
9 2 (0.75%) Legal
9 2 (0.75%) Military
10 1 (0.37%) Aerospace
10 1 (0.37%) Investment Banking
10 1 (0.37%) Publishing
Job Titles
1 81 (30.22%) Developer
2 44 (16.42%) Analyst
3 36 (13.43%) .NET Developer
4 27 (10.07%) Senior Developer
5 19 (7.09%) C# Developer
6 17 (6.34%) Team Leader
7 16 (5.97%) Development Team Leader
8 15 (5.60%) Senior .NET Developer
9 14 (5.22%) IT Engineer
10 13 (4.85%) Support Analyst
11 12 (4.48%) Business Analyst
11 12 (4.48%) Service Manager
12 11 (4.10%) Administrator
12 11 (4.10%) Software Engineer
13 10 (3.73%) Architect
13 10 (3.73%) Mobile Developer
13 10 (3.73%) SAP Administrator
14 9 (3.36%) Development Engineer
14 9 (3.36%) IT Support
14 9 (3.36%) Mobile Applications Developer
Libraries, Frameworks & Software Standards
1 83 (30.97%) .NET
2 28 (10.45%) ASP.NET
3 25 (9.33%) ASP.NET Web API
4 24 (8.96%) WCF
5 20 (7.46%) CSS
5 20 (7.46%) HTML
6 18 (6.72%) .NET Framework
7 17 (6.34%) WPF
8 16 (5.97%) XML
9 14 (5.22%) WinForms
10 11 (4.10%) RESTful
11 10 (3.73%) SAP Basis
12 9 (3.36%) AngularJS
12 9 (3.36%) HTML5
12 9 (3.36%) SOAP
12 9 (3.36%) Xamarin.iOS
13 8 (2.99%) CSS3
13 8 (2.99%) jQuery
14 6 (2.24%) ASP.NET MVC
14 6 (2.24%) Spring
Miscellaneous
1 25 (9.33%) Greenfield Project
1 25 (9.33%) Self-Motivation
2 23 (8.58%) Mobile App
3 16 (5.97%) Enterprise Software
4 9 (3.36%) Management Information System
5 8 (2.99%) EPoS
5 8 (2.99%) Public Cloud
6 7 (2.61%) Virtual Team
7 6 (2.24%) Robotics
8 5 (1.87%) Algorithms
8 5 (1.87%) Data Protection Act
8 5 (1.87%) Internet of Things
8 5 (1.87%) NHS
8 5 (1.87%) User Experience
9 4 (1.49%) Data Centre
9 4 (1.49%) Hybrid Cloud
9 4 (1.49%) Linux Command Line
10 3 (1.12%) Analytical Mindset
11 2 (0.75%) FMCG
11 2 (0.75%) iPhone
Operating Systems
1 44 (16.42%) Windows
2 35 (13.06%) Linux
3 19 (7.09%) Windows Server
4 17 (6.34%) Apple iOS
5 11 (4.10%) Android
5 11 (4.10%) Windows 10
5 11 (4.10%) Windows Server 2012
6 9 (3.36%) Unix
6 9 (3.36%) Windows 7
7 4 (1.49%) CentOS
8 1 (0.37%) AIX
8 1 (0.37%) Embedded Linux
8 1 (0.37%) Red Hat Enterprise Linux
Processes & Methodologies
1 148 (55.22%) Problem-Solving
2 109 (40.67%) Agile Software Development
3 42 (15.67%) Scrum
4 34 (12.69%) Project Management
5 32 (11.94%) SOLID
6 27 (10.07%) Web Development
7 25 (9.33%) ITIL
8 22 (8.21%) Collaborative Working
9 19 (7.09%) Analytics
9 19 (7.09%) Continuous Improvement
9 19 (7.09%) MVC
9 19 (7.09%) SDLC
10 18 (6.72%) Business Intelligence
10 18 (6.72%) CRM
10 18 (6.72%) Mentoring
11 17 (6.34%) Technical Leadership
11 17 (6.34%) Test Automation
12 16 (5.97%) E-Commerce
12 16 (5.97%) iOS Development
12 16 (5.97%) Software Architecture
Programming Languages
1 86 (32.09%) C#
2 74 (27.61%) SQL
3 56 (20.90%) T-SQL
4 39 (14.55%) JavaScript
5 32 (11.94%) TypeScript
6 22 (8.21%) Java
7 12 (4.48%) ABAP
8 11 (4.10%) PL/SQL
9 9 (3.36%) C
10 8 (2.99%) Python
11 7 (2.61%) Apple Swift
11 7 (2.61%) Objective-C
12 6 (2.24%) Data Analysis Expressions (DAX)
13 4 (1.49%) R
13 4 (1.49%) VBA
14 3 (1.12%) COBOL
14 3 (1.12%) JCL
15 2 (0.75%) C++
15 2 (0.75%) PowerShell
15 2 (0.75%) Scala
Qualifications
1 13 (4.85%) Degree
2 9 (3.36%) ITIL Certification
3 5 (1.87%) DBS Check
4 4 (1.49%) CCNA
4 4 (1.49%) CCNP
4 4 (1.49%) Cisco Certification
4 4 (1.49%) ISEB
4 4 (1.49%) ISTQB
4 4 (1.49%) Microsoft Certification
5 3 (1.12%) OCA
5 3 (1.12%) OCP
5 3 (1.12%) Oracle Certification
6 2 (0.75%) PhD
6 2 (0.75%) PMI Certification
7 1 (0.37%) Computer Science Degree
7 1 (0.37%) JNCIA
7 1 (0.37%) Master's Degree
7 1 (0.37%) MCP
7 1 (0.37%) Postgraduate
Quality Assurance & Compliance
1 12 (4.48%) PMO
2 11 (4.10%) GDPR
3 10 (3.73%) SLA
4 9 (3.36%) Data Quality
5 6 (2.24%) QA
6 1 (0.37%) ISO 9001
6 1 (0.37%) ISO/IEC 27001
6 1 (0.37%) PCI DSS
6 1 (0.37%) PSD2
System Software
1 17 (6.34%) Active Directory
2 5 (1.87%) Docker
2 5 (1.87%) Hyper-V
3 2 (0.75%) VMware Infrastructure
4 1 (0.37%) Virtual Servers
Systems Management
1 4 (1.49%) Ansible
1 4 (1.49%) Nagios
1 4 (1.49%) Opscode Chef
1 4 (1.49%) Puppet
1 4 (1.49%) Terraform
2 3 (1.12%) Tivoli Storage Manager
3 2 (0.75%) Icinga
3 2 (0.75%) Kubernetes
4 1 (0.37%) FortiGate
4 1 (0.37%) SCCM
4 1 (0.37%) Single Sign-On
Vendors
1 75 (27.99%) Microsoft
2 30 (11.19%) Oracle
3 21 (7.84%) SAP
4 18 (6.72%) Cisco
5 11 (4.10%) IBM
6 10 (3.73%) Xamarin
7 8 (2.99%) Dell
7 8 (2.99%) Google
7 8 (2.99%) HP
8 6 (2.24%) Databricks
8 6 (2.24%) Hitachi
8 6 (2.24%) Sun
9 5 (1.87%) Apple
10 4 (1.49%) Red Hat
11 3 (1.12%) Avaya
11 3 (1.12%) Palo Alto
12 2 (0.75%) New Relic
12 2 (0.75%) Salesforce.com
12 2 (0.75%) SaltStack
12 2 (0.75%) VMware