Period
to 18 December 2017

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 December 2017 with a comparison to the same period over the previous 2 years.

Analytical Skills
Nottinghamshire > Nottingham
6 months to
18 Dec 2017
Same period 2016 Same period 2015
Rank 67 37 17
Rank change year-on-year -30 -20 +10
Permanent jobs citing Analytical Skills 77 137 269
As % of all permanent IT jobs advertised in Nottingham 4.19% 6.72% 12.00%
As % of the Miscellaneous category 11.10% 17.89% 29.53%
Number of salaries quoted 64 109 125
Nottingham median annual salary £42,500 £45,000 £40,000
Median salary % change year-on-year -5.56% +12.50% -3.61%
10th Percentile £26,800 £26,125 £25,500
90th Percentile £58,875 £75,000 £95,000
Nottinghamshire median annual salary £41,500 £42,731 £40,000
% change year-on-year -2.88% +6.83% -

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 694 766 911
As % of all permanent IT jobs advertised in Nottingham 37.78% 37.59% 40.63%
Number of salaries quoted 586 637 574
Nottingham median annual salary £42,500 £45,000 £40,000
Median salary % change year-on-year -5.56% +12.50% -
10th Percentile £26,125 £24,500 £23,750
90th Percentile £71,250 £76,000 £67,500
Nottinghamshire median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% +6.67%

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 December 2017.

Salary histogram for Analytical Skills in Nottingham

For the 6 months to 18 December 2017, IT jobs citing Analytical Skills also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Nottingham region with a requirement for Analytical Skills.

1 46 (59.74%) Agile Software Development
2 35 (45.45%) Finance
3 25 (32.47%) Java
4 22 (28.57%) Software Engineering
4 22 (28.57%) Test Automation
5 20 (25.97%) SQL
6 14 (18.18%) XML
7 13 (16.88%) HTML
7 13 (16.88%) Scrum
7 13 (16.88%) Git (software)
8 12 (15.58%) Multithreading
8 12 (15.58%) Degree
8 12 (15.58%) .NET
8 12 (15.58%) Linux
9 11 (14.29%) C#
9 11 (14.29%) JavaScript
9 11 (14.29%) Microsoft
9 11 (14.29%) TDD
9 11 (14.29%) QA
9 11 (14.29%) User Experience
10 10 (12.99%) Fintech
10 10 (12.99%) Open Source
10 10 (12.99%) Computer Science
10 10 (12.99%) C++
11 9 (11.69%) J2EE
11 9 (11.69%) Windows
11 9 (11.69%) CSS
11 9 (11.69%) Microsoft Excel
11 9 (11.69%) JSON
11 9 (11.69%) Data Analysis

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 7 (9.09%) Apache
1 7 (9.09%) Elasticsearch
2 6 (7.79%) Apache Spark
3 2 (2.60%) IIS
4 1 (1.30%) Apache Solr
4 1 (1.30%) Confluence
4 1 (1.30%) MS Exchange
4 1 (1.30%) SAS
4 1 (1.30%) SharePoint
4 1 (1.30%) Skype for Business
Applications
1 9 (11.69%) Microsoft Excel
2 5 (6.49%) Microsoft PowerPoint
3 2 (2.60%) Microsoft Office
4 1 (1.30%) Adobe Illustrator
4 1 (1.30%) InDesign
4 1 (1.30%) Photoshop
Business Applications
1 1 (1.30%) Dynamics NAV
Cloud Services
1 7 (9.09%) Serverless
2 3 (3.90%) Amazon AWS
3 2 (2.60%) Office 365
4 1 (1.30%) GitHub
4 1 (1.30%) Microsoft Azure
4 1 (1.30%) SaaS
Communications & Networking
1 8 (10.39%) HTTP
2 4 (5.19%) Network Security
3 2 (2.60%) Firewall
3 2 (2.60%) LAN
3 2 (2.60%) PBX
3 2 (2.60%) VoIP
3 2 (2.60%) WAN
3 2 (2.60%) Wireless
3 2 (2.60%) WLAN
4 1 (1.30%) DNS
4 1 (1.30%) SSL
Database & Business Intelligence
1 8 (10.39%) Big Data
1 8 (10.39%) MongoDB
2 5 (6.49%) Data Warehouse
2 5 (6.49%) SQL Server Integration Services
2 5 (6.49%) SQL Server Reporting Services
3 4 (5.19%) Hadoop
3 4 (5.19%) HBase
4 3 (3.90%) MS Access
4 3 (3.90%) NoSQL
4 3 (3.90%) Relational Database
4 3 (3.90%) SQL Server
5 2 (2.60%) BusinessObjects
5 2 (2.60%) InterSystems Cache
5 2 (2.60%) RDBMS
5 2 (2.60%) SAP BW
5 2 (2.60%) SQL Server Analysis Services
Development Applications
1 13 (16.88%) Git (software)
2 8 (10.39%) Jenkins
2 8 (10.39%) JIRA
3 7 (9.09%) Mercurial
4 4 (5.19%) Cucumber
4 4 (5.19%) JUnit
4 4 (5.19%) Selenium
5 3 (3.90%) Android Studio
5 3 (3.90%) Calabash
5 3 (3.90%) Gradle
5 3 (3.90%) Xcode
6 1 (1.30%) Eclipse
6 1 (1.30%) FitNesse
6 1 (1.30%) JBehave
6 1 (1.30%) Maven
6 1 (1.30%) Subversion
6 1 (1.30%) Team Foundation Server
6 1 (1.30%) TestNG
6 1 (1.30%) Visual Studio
6 1 (1.30%) WebDriver
General
1 35 (45.45%) Finance
2 9 (11.69%) Banking
3 5 (6.49%) Retail
4 4 (5.19%) Games
5 2 (2.60%) Marketing
6 1 (1.30%) Billing
6 1 (1.30%) Manufacturing
6 1 (1.30%) Multimedia
6 1 (1.30%) Pharmaceutical
Job Titles
1 19 (24.68%) Analyst
2 17 (22.08%) Software Engineer
3 15 (19.48%) Developer
4 13 (16.88%) Java Developer
5 8 (10.39%) Business Analyst
5 8 (10.39%) Java Engineer
5 8 (10.39%) Java Software Developer
5 8 (10.39%) Software Developer
6 7 (9.09%) J2EE Developer
6 7 (9.09%) J2EE Programmer
6 7 (9.09%) J2EE Software Engineer
6 7 (9.09%) Java J2EE Software Engineer
6 7 (9.09%) Java Programmer
6 7 (9.09%) Java Software Engineer
6 7 (9.09%) Java/J2EE Developer
6 7 (9.09%) JavaScript Developer
6 7 (9.09%) JavaScript Engineer
6 7 (9.09%) Node.js Developer
6 7 (9.09%) Programmer
6 7 (9.09%) Software Programmer
Libraries, Frameworks & Software Standards
1 14 (18.18%) XML
2 13 (16.88%) HTML
3 12 (15.58%) .NET
4 9 (11.69%) CSS
4 9 (11.69%) HTML5
4 9 (11.69%) J2EE
4 9 (11.69%) JSON
4 9 (11.69%) REST
5 8 (10.39%) Ajax
5 8 (10.39%) Node.js
5 8 (10.39%) Spring
6 7 (9.09%) AngularJS
6 7 (9.09%) Java SE
7 3 (3.90%) Gherkin
8 2 (2.60%) CSS3
8 2 (2.60%) SOAP
8 2 (2.60%) Web Services
9 1 (1.30%) ASP.NET
9 1 (1.30%) Classic ASP
9 1 (1.30%) Hibernate
Miscellaneous
1 11 (14.29%) User Experience
2 10 (12.99%) Computer Science
2 10 (12.99%) Fintech
3 3 (3.90%) e-Learning
3 3 (3.90%) Enterprise Software
3 3 (3.90%) Mobile App
3 3 (3.90%) PMI
4 2 (2.60%) Algorithms
4 2 (2.60%) Animation
4 2 (2.60%) Data Structures
5 1 (1.30%) Linux Command Line
5 1 (1.30%) Management Information System
5 1 (1.30%) Smart Meter
Operating Systems
1 12 (15.58%) Linux
2 9 (11.69%) Windows
3 8 (10.39%) Unix
4 4 (5.19%) Android
4 4 (5.19%) Apple iOS
5 2 (2.60%) Windows Server 2003
5 2 (2.60%) Windows Server 2008
5 2 (2.60%) Windows Server 2012
6 1 (1.30%) Red Hat Enterprise Linux
6 1 (1.30%) Windows 10
6 1 (1.30%) Windows 7
6 1 (1.30%) Windows 8
6 1 (1.30%) Windows Server
Processes & Methodologies
1 46 (59.74%) Agile Software Development
2 22 (28.57%) Software Engineering
2 22 (28.57%) Test Automation
3 13 (16.88%) Scrum
4 12 (15.58%) Multithreading
5 11 (14.29%) TDD
6 10 (12.99%) Open Source
7 9 (11.69%) Continuous Improvement
7 9 (11.69%) Data Analysis
8 8 (10.39%) Analytical Thinking
8 8 (10.39%) Mentoring
8 8 (10.39%) Process Improvement
9 7 (9.09%) Change Management
9 7 (9.09%) Continuous Delivery
9 7 (9.09%) Microservices
9 7 (9.09%) Multithreaded Programming
9 7 (9.09%) Stakeholder Management
9 7 (9.09%) Technical Architecture
10 6 (7.79%) Business Analysis
10 6 (7.79%) Project Management
Programming Languages
1 25 (32.47%) Java
2 20 (25.97%) SQL
3 11 (14.29%) C#
3 11 (14.29%) JavaScript
4 10 (12.99%) C++
5 7 (9.09%) Perl
6 6 (7.79%) Scala
7 5 (6.49%) C
8 4 (5.19%) Ruby
9 3 (3.90%) Apple Swift
9 3 (3.90%) Objective-C
9 3 (3.90%) Shell Script
10 2 (2.60%) PowerShell
10 2 (2.60%) T-SQL
11 1 (1.30%) Bash Shell
11 1 (1.30%) PHP
11 1 (1.30%) Python
Qualifications
1 12 (15.58%) Degree
2 3 (3.90%) PMI Certification
3 1 (1.30%) HNC
3 1 (1.30%) ISEB
3 1 (1.30%) Microsoft Certification
3 1 (1.30%) Six Sigma Black Belt
Quality Assurance & Compliance
1 11 (14.29%) QA
2 3 (3.90%) SLA
3 2 (2.60%) PMO
System Software
1 3 (3.90%) Active Directory
2 1 (1.30%) OpenAM
Systems Management
1 2 (2.60%) Hadoop YARN
2 1 (1.30%) Ansible
2 1 (1.30%) Puppet
2 1 (1.30%) SCSM
Vendors
1 11 (14.29%) Microsoft
2 2 (2.60%) Avaya
2 2 (2.60%) Brocade
2 2 (2.60%) Extreme Networks
2 2 (2.60%) Nortel
2 2 (2.60%) SAP
2 2 (2.60%) SonicWALL
3 1 (1.30%) Adobe
3 1 (1.30%) Atlassian
3 1 (1.30%) Optimizely
3 1 (1.30%) Qubit
3 1 (1.30%) Siemens