Period
to 18 July 2018

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Nottingham. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 18 July 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
Nottinghamshire > Nottingham
6 months to
18 Jul 2018
Same period 2017 Same period 2016
Rank 44 47 27
Rank change year-on-year +3 -20 -9
Permanent jobs citing Analytical Skills 79 98 161
As % of all permanent IT jobs advertised in Nottingham 5.78% 5.43% 8.59%
As % of the Miscellaneous category 13.93% 13.35% 21.21%
Number of salaries quoted 54 60 91
Nottingham median annual salary £45,000 £42,000 £40,000
Median salary % change year-on-year +7.14% +5.00% +14.29%
10th Percentile £29,625 £21,050 £23,000
90th Percentile £55,000 £65,000 £58,750
Nottinghamshire median annual salary £40,000 £42,000 £40,000
% change year-on-year -4.76% +5.00% +14.29%

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 Nottingham with a requirement for generic IT skills.

All Generic IT Skills
Nottingham
Permanent vacancies with a requirement for generic IT skills 567 734 759
As % of all permanent IT jobs advertised in Nottingham 41.51% 40.69% 40.50%
Number of salaries quoted 455 614 557
Nottingham median annual salary £42,500 £42,500 £38,000
Median salary % change year-on-year - +11.84% -5.00%
10th Percentile £26,250 £24,665 £21,950
90th Percentile £67,500 £72,500 £58,750
Nottinghamshire median annual salary £42,500 £40,000 £37,750
% change year-on-year +6.25% +5.96% -5.63%

Analytical Skills
Job Vacancy Trend in Nottingham

Job postings citing Analytical Skills as a percentage of all IT jobs advertised in Nottingham.

Job vacancy trend for Analytical Skills in Nottingham

Analytical Skills
Salary Trend in Nottingham

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytical Skills in Nottingham.

Salary trend for Analytical Skills in Nottingham

Analytical Skills
Salary Histogram in Nottingham

The salary distribution of IT jobs citing Analytical Skills in Nottingham over the 6 months to 18 July 2018.

Salary histogram for Analytical Skills in Nottingham

For the 6 months to 18 July 2018, 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 Nottingham region with a requirement for Analytical Skills.

1 47 (59.49%) Finance
2 40 (50.63%) Agile Software Development
3 38 (48.10%) Problem-Solving
4 23 (29.11%) Java
5 21 (26.58%) Microsoft
6 18 (22.78%) Software Engineering
7 17 (21.52%) Scrum
8 16 (20.25%) Banking
9 15 (18.99%) .NET
10 14 (17.72%) Test Automation
11 13 (16.46%) Linux
12 12 (15.19%) C#
12 12 (15.19%) QA
13 11 (13.92%) Degree
13 11 (13.92%) HTML
13 11 (13.92%) SQL Server
14 10 (12.66%) SQL
14 10 (12.66%) Visual Studio
14 10 (12.66%) Web Services
14 10 (12.66%) Business Intelligence
14 10 (12.66%) Service Delivery
14 10 (12.66%) Git (software)
14 10 (12.66%) RESTful
15 9 (11.39%) CSS
15 9 (11.39%) Mentoring
15 9 (11.39%) SDLC
16 8 (10.13%) Dynamics 365
16 8 (10.13%) SOAP
16 8 (10.13%) ERP
16 8 (10.13%) MVC

Analytical Skills
Co-occurring IT Skills in Nottingham 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 3 (3.80%) Apache Spark
1 3 (3.80%) Confluence
2 1 (1.27%) SharePoint
2 1 (1.27%) WordPress
Applications
1 7 (8.86%) Microsoft Excel
2 5 (6.33%) Microsoft Office
3 3 (3.80%) Microsoft PowerPoint
4 2 (2.53%) Microsoft Project
4 2 (2.53%) MS Visio
Business Applications
1 7 (8.86%) Dynamics AX
2 1 (1.27%) Dynamics CRM
Cloud Services
1 8 (10.13%) Dynamics 365
2 7 (8.86%) Microsoft Azure
3 4 (5.06%) Amazon AWS
4 2 (2.53%) AdWords
4 2 (2.53%) Google Analytics
5 1 (1.27%) Adobe Analytics
5 1 (1.27%) Cloud Computing
Communications & Networking
1 2 (2.53%) SMS
2 1 (1.27%) Firewall
2 1 (1.27%) Internet
Database & Business Intelligence
1 11 (13.92%) SQL Server
2 8 (10.13%) SQL Server Reporting Services
3 7 (8.86%) Power BI
4 3 (3.80%) Big Data
4 3 (3.80%) Hadoop
4 3 (3.80%) HBase
4 3 (3.80%) SQL Server Integration Services
5 2 (2.53%) SQL Server 2012
5 2 (2.53%) SQL Server 2014
5 2 (2.53%) SQL Server 2016
5 2 (2.53%) SQL Server Analysis Services
6 1 (1.27%) Biml
6 1 (1.27%) Data Warehouse
6 1 (1.27%) Enterprise Data Warehouse
6 1 (1.27%) MySQL
6 1 (1.27%) OLAP
6 1 (1.27%) Oracle Database
Development Applications
1 10 (12.66%) Git (software)
1 10 (12.66%) Visual Studio
2 6 (7.59%) Android Studio
2 6 (7.59%) Gradle
2 6 (7.59%) JIRA
2 6 (7.59%) JUnit
3 4 (5.06%) Cucumber
3 4 (5.06%) Selenium
3 4 (5.06%) WebDriver
4 2 (2.53%) Jenkins
4 2 (2.53%) Moq
4 2 (2.53%) SoapUI
4 2 (2.53%) Team Foundation Server
4 2 (2.53%) Xcode
General
1 47 (59.49%) Finance
2 16 (20.25%) Banking
3 6 (7.59%) Legal
4 5 (6.33%) Marketing
4 5 (6.33%) Retail
5 3 (3.80%) Manufacturing
6 2 (2.53%) Games
7 1 (1.27%) Advertising
7 1 (1.27%) Electronics
7 1 (1.27%) Telecoms
Job Titles
1 22 (27.85%) Analyst
2 19 (24.05%) Developer
3 14 (17.72%) Business Analyst
3 14 (17.72%) Software Engineer
4 10 (12.66%) Development Engineer
4 10 (12.66%) Software Development Engineer
5 7 (8.86%) Java Developer
6 6 (7.59%) Android Engineer
6 6 (7.59%) Android Software Engineer
6 6 (7.59%) Dynamics AX Developer
7 5 (6.33%) Engineering Manager
7 5 (6.33%) Project Manager
7 5 (6.33%) Software Engineering Manager
7 5 (6.33%) Software Manager
8 4 (5.06%) Coordinator
8 4 (5.06%) QA Automation Engineer
8 4 (5.06%) QA Engineer
8 4 (5.06%) Software Developer
9 3 (3.80%) DevOps Engineer
9 3 (3.80%) Hadoop Developer
Libraries, Frameworks & Software Standards
1 15 (18.99%) .NET
2 11 (13.92%) HTML
3 10 (12.66%) RESTful
3 10 (12.66%) Web Services
4 9 (11.39%) CSS
5 8 (10.13%) SOAP
6 6 (7.59%) JSON
6 6 (7.59%) REST
7 5 (6.33%) HTML5
7 5 (6.33%) Node.js
8 4 (5.06%) AngularJS
8 4 (5.06%) FIX Protocol
9 3 (3.80%) ASP.NET
9 3 (3.80%) ASP.NET Web API
9 3 (3.80%) React
9 3 (3.80%) XML
10 2 (2.53%) jQuery
11 1 (1.27%) MDX
11 1 (1.27%) React Native
11 1 (1.27%) WinForms
Miscellaneous
1 6 (7.59%) Computer Science
1 6 (7.59%) Data Structures
2 5 (6.33%) Fintech
3 4 (5.06%) Mobile App
3 4 (5.06%) User Experience
4 3 (3.80%) Credit Risk
4 3 (3.80%) Derivative
4 3 (3.80%) Equities
4 3 (3.80%) Foreign Exchange (FX)
4 3 (3.80%) Management Information System
5 2 (2.53%) Analytical Mindset
5 2 (2.53%) Cyberthreat
5 2 (2.53%) Self-Motivation
6 1 (1.27%) CESG
6 1 (1.27%) Clustering
6 1 (1.27%) IBM Mainframe
6 1 (1.27%) Mainframe
6 1 (1.27%) NHS
6 1 (1.27%) Security Operations Centre
6 1 (1.27%) Tandem
Operating Systems
1 13 (16.46%) Linux
2 6 (7.59%) Android
3 5 (6.33%) Windows
4 4 (5.06%) Unix
5 2 (2.53%) Apple iOS
Processes & Methodologies
1 40 (50.63%) Agile Software Development
2 38 (48.10%) Problem-Solving
3 18 (22.78%) Software Engineering
4 17 (21.52%) Scrum
5 14 (17.72%) Test Automation
6 10 (12.66%) Business Intelligence
6 10 (12.66%) Service Delivery
7 9 (11.39%) Mentoring
7 9 (11.39%) SDLC
8 8 (10.13%) Business Analysis
8 8 (10.13%) ERP
8 8 (10.13%) MVC
9 7 (8.86%) Information Security
9 7 (8.86%) Software Architecture
10 6 (7.59%) Acceptance Criteria
10 6 (7.59%) Android Development
10 6 (7.59%) Data Protection
10 6 (7.59%) Multithreading
10 6 (7.59%) Release Management
10 6 (7.59%) Unit Testing
Programming Languages
1 23 (29.11%) Java
2 12 (15.19%) C#
3 10 (12.66%) SQL
4 7 (8.86%) JavaScript
4 7 (8.86%) X++
5 4 (5.06%) T-SQL
6 3 (3.80%) C++
6 3 (3.80%) Scala
6 3 (3.80%) Shell Script
7 2 (2.53%) Apple Swift
7 2 (2.53%) Objective-C
7 2 (2.53%) TypeScript
7 2 (2.53%) VB
8 1 (1.27%) PL/SQL
8 1 (1.27%) VB.NET
8 1 (1.27%) VB6
Qualifications
1 11 (13.92%) Degree
2 3 (3.80%) Computer Science Degree
3 1 (1.27%) Analytics IQ
3 1 (1.27%) AWS Certification
3 1 (1.27%) CEH
3 1 (1.27%) CESG Certified Professional
3 1 (1.27%) GIAC
3 1 (1.27%) GPEN
3 1 (1.27%) MCSE
3 1 (1.27%) Microsoft Certification
3 1 (1.27%) Numerate Degree
3 1 (1.27%) OCP
3 1 (1.27%) Oracle Certification
3 1 (1.27%) SANS
3 1 (1.27%) Six Sigma Black Belt
3 1 (1.27%) SSCP
3 1 (1.27%) Sun Certification
Quality Assurance & Compliance
1 12 (15.19%) QA
2 5 (6.33%) PMO
3 4 (5.06%) GDPR
3 4 (5.06%) ISO/IEC 27001
4 2 (2.53%) SLA
5 1 (1.27%) Cyber Essentials
5 1 (1.27%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 6 (7.59%) Docker
Systems Management
1 3 (3.80%) Hadoop YARN
Vendors
1 21 (26.58%) Microsoft
2 3 (3.80%) Google
2 3 (3.80%) Oracle
3 2 (2.53%) LogRhythm
3 2 (2.53%) Splunk
4 1 (1.27%) Adobe
4 1 (1.27%) Citrix
4 1 (1.27%) DoubleClick
4 1 (1.27%) Facebook
4 1 (1.27%) IBM
4 1 (1.27%) SAP
4 1 (1.27%) Tableau
4 1 (1.27%) VMware