Period
to 21 September 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 21 September 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
Nottinghamshire > Nottingham
6 months to
21 Sep 2018
Same period 2017 Same period 2016
Rank 47 43 29
Rank change year-on-year -4 -14 -12
Permanent jobs citing Analytical Skills 67 103 172
As % of all permanent IT jobs advertised in Nottingham 4.95% 5.71% 8.75%
As % of the Miscellaneous category 11.78% 13.38% 21.21%
Number of salaries quoted 52 71 123
Nottingham median annual salary £40,000 £41,500 £42,500
Median salary % change year-on-year -3.61% -2.35% +13.33%
10th Percentile £29,025 £25,000 £23,600
90th Percentile £72,875 £65,000 £75,000
Nottinghamshire median annual salary £40,000 £41,500 £42,000
% change year-on-year -3.61% -1.19% +12.00%

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 569 770 811
As % of all permanent IT jobs advertised in Nottingham 42.02% 42.68% 41.27%
Number of salaries quoted 443 646 647
Nottingham median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £26,250 £24,000 £23,000
90th Percentile £73,750 £72,500 £67,500
Nottinghamshire median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

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 21 September 2018.

Salary histogram for Analytical Skills in Nottingham

For the 6 months to 21 September 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 32 (47.76%) Finance
2 26 (38.81%) Problem-Solving
3 25 (37.31%) Microsoft
4 21 (31.34%) Agile Software Development
5 13 (19.40%) Business Intelligence
5 13 (19.40%) Microsoft Azure
6 12 (17.91%) .NET
6 12 (17.91%) SQL Server
7 11 (16.42%) SQL Server Reporting Services
7 11 (16.42%) Degree
7 11 (16.42%) Analytics
7 11 (16.42%) Power BI
8 10 (14.93%) Service Delivery
9 9 (13.43%) Scrum
9 9 (13.43%) Web Services
9 9 (13.43%) ERP
9 9 (13.43%) Marketing
9 9 (13.43%) Mathematics
9 9 (13.43%) Dynamics 365
10 8 (11.94%) QA
10 8 (11.94%) Credit Risk
10 8 (11.94%) X++
10 8 (11.94%) Dynamics AX
10 8 (11.94%) Microsoft Excel
10 8 (11.94%) SOAP
10 8 (11.94%) C#
11 7 (10.45%) Java
11 7 (10.45%) SQL
11 7 (10.45%) Visual Studio
11 7 (10.45%) Legal

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 5 (7.46%) Apache Spark
2 1 (1.49%) SAS
Applications
1 8 (11.94%) Microsoft Excel
2 6 (8.96%) Microsoft Office
3 3 (4.48%) Microsoft PowerPoint
3 3 (4.48%) Microsoft Project
3 3 (4.48%) MS Visio
Business Applications
1 8 (11.94%) Dynamics AX
2 2 (2.99%) Dynamics CRM
Cloud Services
1 13 (19.40%) Microsoft Azure
2 9 (13.43%) Dynamics 365
3 6 (8.96%) Amazon AWS
4 4 (5.97%) Azure Data Factory
5 2 (2.99%) AdWords
5 2 (2.99%) Cloud Computing
5 2 (2.99%) Google Analytics
5 2 (2.99%) Google Cloud Platform
6 1 (1.49%) Adobe Analytics
Communications & Networking
1 1 (1.49%) BGP
1 1 (1.49%) Broadband
1 1 (1.49%) Ethernet
1 1 (1.49%) Firewall
1 1 (1.49%) HSRP
1 1 (1.49%) Internet
1 1 (1.49%) MPLS
1 1 (1.49%) OSPF
1 1 (1.49%) TCP/IP
Database & Business Intelligence
1 12 (17.91%) SQL Server
2 11 (16.42%) Power BI
2 11 (16.42%) SQL Server Reporting Services
3 5 (7.46%) Big Data
3 5 (7.46%) Data Warehouse
3 5 (7.46%) SQL Server Integration Services
4 1 (1.49%) Biml
4 1 (1.49%) Cloudera CDH
4 1 (1.49%) Enterprise Data Warehouse
4 1 (1.49%) Hadoop
4 1 (1.49%) MySQL
4 1 (1.49%) NoSQL
4 1 (1.49%) Oracle Database
4 1 (1.49%) Relational Database
4 1 (1.49%) SQL Server 2014
4 1 (1.49%) SQL Server 2016
4 1 (1.49%) SQL Server Analysis Services
4 1 (1.49%) Sqoop
Development Applications
1 7 (10.45%) Visual Studio
2 3 (4.48%) Cucumber
2 3 (4.48%) JIRA
2 3 (4.48%) Selenium
2 3 (4.48%) WebDriver
3 2 (2.99%) SoapUI
General
1 32 (47.76%) Finance
2 9 (13.43%) Marketing
3 7 (10.45%) Legal
4 6 (8.96%) Manufacturing
4 6 (8.96%) Retail
5 5 (7.46%) Banking
6 4 (5.97%) Electronics
6 4 (5.97%) Telecoms
7 2 (2.99%) Advertising
7 2 (2.99%) Games
8 1 (1.49%) Law
Job Titles
1 21 (31.34%) Analyst
2 12 (17.91%) Business Analyst
3 11 (16.42%) Developer
4 8 (11.94%) Architect
5 7 (10.45%) Project Manager
6 6 (8.96%) Dynamics AX Developer
7 5 (7.46%) Data Analyst
7 5 (7.46%) Data Architect
8 4 (5.97%) Consultant
8 4 (5.97%) Coordinator
8 4 (5.97%) Software Engineer
9 3 (4.48%) Business Change Project Manager
9 3 (4.48%) Business Data Analyst
9 3 (4.48%) DevOps Engineer
9 3 (4.48%) Infrastructure Engineer
9 3 (4.48%) Insurance Business Analyst
9 3 (4.48%) QA Automation Engineer
9 3 (4.48%) QA Engineer
9 3 (4.48%) Software Developer
9 3 (4.48%) Statistician
Libraries, Frameworks & Software Standards
1 12 (17.91%) .NET
2 9 (13.43%) Web Services
3 8 (11.94%) SOAP
4 7 (10.45%) JSON
5 6 (8.96%) HTML
5 6 (8.96%) REST
6 4 (5.97%) CSS
6 4 (5.97%) Kafka
6 4 (5.97%) RESTful
7 3 (4.48%) HTML5
7 3 (4.48%) Node.js
8 1 (1.49%) Android SDK
8 1 (1.49%) ASP.NET
8 1 (1.49%) MDX
8 1 (1.49%) XML
Miscellaneous
1 8 (11.94%) Credit Risk
2 6 (8.96%) Data Structures
3 5 (7.46%) Fintech
4 4 (5.97%) Computer Science
4 4 (5.97%) Self-Motivation
5 3 (4.48%) Management Information System
5 3 (4.48%) Mobile App
5 3 (4.48%) User Experience
6 2 (2.99%) Analytical Mindset
6 2 (2.99%) Cyberthreat
6 2 (2.99%) Driving Licence
7 1 (1.49%) CESG
7 1 (1.49%) IBM Mainframe
7 1 (1.49%) Mainframe
7 1 (1.49%) Security Operations Centre
7 1 (1.49%) Tandem
7 1 (1.49%) Video Conferencing
Operating Systems
1 6 (8.96%) Linux
2 3 (4.48%) Windows
3 2 (2.99%) Unix
4 1 (1.49%) Android
Processes & Methodologies
1 26 (38.81%) Problem-Solving
2 21 (31.34%) Agile Software Development
3 13 (19.40%) Business Intelligence
4 11 (16.42%) Analytics
5 10 (14.93%) Service Delivery
6 9 (13.43%) ERP
6 9 (13.43%) Mathematics
6 9 (13.43%) Scrum
7 7 (10.45%) Information Security
7 7 (10.45%) Visualisation
8 6 (8.96%) Data Architecture
8 6 (8.96%) Data Protection
8 6 (8.96%) Digital Marketing
8 6 (8.96%) MVC
8 6 (8.96%) Release Management
8 6 (8.96%) Strategic Planning
8 6 (8.96%) Value Proposition
9 5 (7.46%) Mentoring
9 5 (7.46%) SDLC
9 5 (7.46%) User Stories
Programming Languages
1 8 (11.94%) C#
1 8 (11.94%) X++
2 7 (10.45%) Java
2 7 (10.45%) SQL
3 4 (5.97%) JavaScript
4 2 (2.99%) T-SQL
5 1 (1.49%) Python
5 1 (1.49%) Scala
5 1 (1.49%) VB
Qualifications
1 11 (16.42%) Degree
2 3 (4.48%) Computer Science Degree
3 1 (1.49%) Analytics IQ
3 1 (1.49%) CCNA
3 1 (1.49%) CEH
3 1 (1.49%) CESG Certified Professional
3 1 (1.49%) Cisco Certification
3 1 (1.49%) GIAC
3 1 (1.49%) GPEN
3 1 (1.49%) ITIL Certification
3 1 (1.49%) JNCIA
3 1 (1.49%) MCSE
3 1 (1.49%) Microsoft Certification
3 1 (1.49%) Numerate Degree
3 1 (1.49%) OCP
3 1 (1.49%) Oracle Certification
3 1 (1.49%) SANS
3 1 (1.49%) SSCP
Quality Assurance & Compliance
1 8 (11.94%) QA
2 6 (8.96%) PMO
3 4 (5.97%) GDPR
3 4 (5.97%) ISO/IEC 27001
4 1 (1.49%) Cyber Essentials
4 1 (1.49%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
4 1 (1.49%) SLA
System Software
1 5 (7.46%) Docker
Systems Management
1 1 (1.49%) Oozie
Vendors
1 25 (37.31%) Microsoft
2 5 (7.46%) Tableau
3 4 (5.97%) Alteryx
3 4 (5.97%) Google
3 4 (5.97%) Hortonworks
3 4 (5.97%) SAP
4 2 (2.99%) LogRhythm
4 2 (2.99%) Oracle
4 2 (2.99%) Splunk
5 1 (1.49%) Adobe
5 1 (1.49%) Capita
5 1 (1.49%) Citrix
5 1 (1.49%) Cloudera
5 1 (1.49%) DoubleClick
5 1 (1.49%) Facebook
5 1 (1.49%) Fortinet
5 1 (1.49%) IBM
5 1 (1.49%) VMware