Period
to 13 November 2018

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Nottinghamshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 13 November 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
East Midlands > Nottinghamshire
6 months to
13 Nov 2018
Same period 2017 Same period 2016
Rank 59 47 32
Rank change year-on-year -12 -15 -14
Permanent jobs citing Analytical Skills 68 110 193
As % of all permanent IT jobs advertised in Nottinghamshire 4.40% 5.38% 8.28%
As % of the Miscellaneous category 10.24% 13.22% 20.17%
Number of salaries quoted 52 81 148
Nottinghamshire median annual salary £45,000 £40,000 £42,500
Median salary % change year-on-year +12.50% -5.88% +13.33%
10th Percentile £29,000 £26,250 £26,250
90th Percentile £73,750 £60,000 £75,000
East Midlands median annual salary £45,000 £40,000 £42,500
% change year-on-year +12.50% -5.88% +14.86%

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 Nottinghamshire with a requirement for generic IT skills.

All Generic IT Skills
Nottinghamshire
Permanent vacancies with a requirement for generic IT skills 664 832 957
As % of all permanent IT jobs advertised in Nottinghamshire 43.01% 40.66% 41.04%
Number of salaries quoted 523 688 781
Nottinghamshire median annual salary £45,000 £40,000 £42,091
Median salary % change year-on-year +12.50% -4.97% +5.23%
10th Percentile £26,800 £25,000 £23,750
90th Percentile £73,750 £71,250 £72,500
East Midlands median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

Analytical Skills
Job Vacancy Trend in Nottinghamshire

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

Job vacancy trend for Analytical Skills in Nottinghamshire

Analytical Skills
Salary Trend in Nottinghamshire

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

Salary trend for Analytical Skills in Nottinghamshire

Analytical Skills
Salary Histogram in Nottinghamshire

The salary distribution of IT jobs citing Analytical Skills in Nottinghamshire over the 6 months to 13 November 2018.

Salary histogram for Analytical Skills in Nottinghamshire

Analytical Skills
Job Locations in Nottinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the Nottinghamshire region over the 6 months to 13 November 2018. 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
Nottingham -3 60 £45,000 +12.50% 25
Mansfield -1 5 £55,000 +4.76% 2
Analytical Skills
East Midlands

For the 6 months to 13 November 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 Nottinghamshire region with a requirement for Analytical Skills.

1 28 (41.18%) Finance
2 25 (36.76%) Microsoft
3 24 (35.29%) Problem-Solving
4 18 (26.47%) Agile Software Development
5 17 (25.00%) SQL Server
6 15 (22.06%) C#
7 14 (20.59%) .NET
7 14 (20.59%) Microsoft Azure
8 13 (19.12%) SQL
9 12 (17.65%) Analytics
9 12 (17.65%) Degree
10 11 (16.18%) Business Intelligence
10 11 (16.18%) Power BI
11 10 (14.71%) Mathematics
11 10 (14.71%) Retail
11 10 (14.71%) SQL Server Reporting Services
11 10 (14.71%) SQL Server Integration Services
12 9 (13.24%) Marketing
12 9 (13.24%) MVC
13 8 (11.76%) Service Delivery
13 8 (11.76%) Information Security
13 8 (11.76%) Microsoft Excel
13 8 (11.76%) ERP
13 8 (11.76%) Credit Risk
13 8 (11.76%) Data Analysis
13 8 (11.76%) Dynamics 365
14 7 (10.29%) ASP.NET Web API
14 7 (10.29%) Mentoring
14 7 (10.29%) Dynamics AX
14 7 (10.29%) JSON

Analytical Skills
Co-occurring IT Skills in Nottinghamshire 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 (8.82%) Apache Spark
2 1 (1.47%) Exchange Server 2010
2 1 (1.47%) MS Exchange
2 1 (1.47%) SAS
2 1 (1.47%) Skype for Business
Applications
1 8 (11.76%) Microsoft Excel
2 5 (7.35%) Microsoft Office
3 4 (5.88%) Microsoft PowerPoint
4 2 (2.94%) Microsoft Project
4 2 (2.94%) MS Visio
Business Applications
1 7 (10.29%) Dynamics AX
2 2 (2.94%) Dynamics CRM
Cloud Services
1 14 (20.59%) Microsoft Azure
2 8 (11.76%) Dynamics 365
3 5 (7.35%) Amazon AWS
4 4 (5.88%) Azure Data Factory
5 3 (4.41%) Cloud Computing
6 2 (2.94%) Google Analytics
6 2 (2.94%) Google Cloud Platform
7 1 (1.47%) Adobe Analytics
7 1 (1.47%) AdWords
7 1 (1.47%) Office 365
Communications & Networking
1 3 (4.41%) MPLS
2 2 (2.94%) BGP
2 2 (2.94%) Broadband
2 2 (2.94%) Ethernet
2 2 (2.94%) HSRP
2 2 (2.94%) OSPF
2 2 (2.94%) TCP/IP
3 1 (1.47%) Firewall
3 1 (1.47%) HTTP
3 1 (1.47%) Internet
3 1 (1.47%) IPsec
3 1 (1.47%) NAS
3 1 (1.47%) SAN
3 1 (1.47%) Skype
3 1 (1.47%) Unified Communications
3 1 (1.47%) VPN
3 1 (1.47%) WAN
3 1 (1.47%) Wireless
Database & Business Intelligence
1 17 (25.00%) SQL Server
2 11 (16.18%) Power BI
3 10 (14.71%) SQL Server Integration Services
3 10 (14.71%) SQL Server Reporting Services
4 6 (8.82%) Big Data
5 5 (7.35%) SQL Server 2012
6 4 (5.88%) Data Warehouse
7 2 (2.94%) Cloudera CDH
7 2 (2.94%) Hadoop
7 2 (2.94%) NoSQL
7 2 (2.94%) Sqoop
8 1 (1.47%) Relational Database
Development Applications
1 6 (8.82%) Git (software)
1 6 (8.82%) Team Foundation Server
1 6 (8.82%) Visual Studio
2 3 (4.41%) JIRA
General
1 28 (41.18%) Finance
2 10 (14.71%) Retail
3 9 (13.24%) Marketing
4 7 (10.29%) Legal
5 5 (7.35%) Banking
5 5 (7.35%) Manufacturing
6 4 (5.88%) Electronics
6 4 (5.88%) Telecoms
7 2 (2.94%) Games
8 1 (1.47%) Advertising
8 1 (1.47%) Aerospace
8 1 (1.47%) Automotive
8 1 (1.47%) Law
Job Titles
1 20 (29.41%) Analyst
2 15 (22.06%) Developer
3 11 (16.18%) Business Analyst
4 9 (13.24%) Architect
5 6 (8.82%) .NET Developer
5 6 (8.82%) C# Developer
5 6 (8.82%) Dynamics AX Developer
6 5 (7.35%) Data Analyst
6 5 (7.35%) Project Manager
6 5 (7.35%) Senior Developer
7 4 (5.88%) C# .NET Developer
7 4 (5.88%) Coordinator
7 4 (5.88%) Data Architect
7 4 (5.88%) Senior C# Developer
7 4 (5.88%) Technical Architect
8 3 (4.41%) ASP.NET Developer
8 3 (4.41%) Data Business Analyst
8 3 (4.41%) Senior .NET Developer
8 3 (4.41%) Senior Web Developer
8 3 (4.41%) Statistician
Libraries, Frameworks & Software Standards
1 14 (20.59%) .NET
2 7 (10.29%) ASP.NET Web API
2 7 (10.29%) JSON
3 6 (8.82%) REST
3 6 (8.82%) SOAP
3 6 (8.82%) Web Services
4 5 (7.35%) ASP.NET
5 4 (5.88%) CSS
5 4 (5.88%) HTML
5 4 (5.88%) Kafka
6 3 (4.41%) AngularJS
6 3 (4.41%) CSS3
6 3 (4.41%) HTML5
6 3 (4.41%) jQuery
6 3 (4.41%) React
6 3 (4.41%) React Native
6 3 (4.41%) WCF
6 3 (4.41%) WinForms
6 3 (4.41%) WPF
7 2 (2.94%) ASP.NET Core
Miscellaneous
1 8 (11.76%) Credit Risk
2 6 (8.82%) Data Structures
3 5 (7.35%) Fintech
3 5 (7.35%) Self-Motivation
4 4 (5.88%) Computer Science
4 4 (5.88%) Management Information System
5 2 (2.94%) Cyberthreat
5 2 (2.94%) Driving Licence
5 2 (2.94%) EPoS
5 2 (2.94%) Mobile App
5 2 (2.94%) Robotics
6 1 (1.47%) CESG
6 1 (1.47%) Data Centre
6 1 (1.47%) Greenfield Project
6 1 (1.47%) Renewable Energy
6 1 (1.47%) Replication
6 1 (1.47%) Security Operations Centre
6 1 (1.47%) Tandem
6 1 (1.47%) Video Conferencing
Operating Systems
1 4 (5.88%) Windows
2 1 (1.47%) Android
2 1 (1.47%) Linux
2 1 (1.47%) Windows 10
2 1 (1.47%) Windows Server
2 1 (1.47%) Windows Server 2008
Processes & Methodologies
1 24 (35.29%) Problem-Solving
2 18 (26.47%) Agile Software Development
3 12 (17.65%) Analytics
4 11 (16.18%) Business Intelligence
5 10 (14.71%) Mathematics
6 9 (13.24%) MVC
7 8 (11.76%) Data Analysis
7 8 (11.76%) ERP
7 8 (11.76%) Information Security
7 8 (11.76%) Service Delivery
8 7 (10.29%) Mentoring
8 7 (10.29%) Project Management
8 7 (10.29%) Scrum
8 7 (10.29%) Visualisation
9 6 (8.82%) Data Architecture
9 6 (8.82%) Data Protection
9 6 (8.82%) Release Management
9 6 (8.82%) Strategic Planning
9 6 (8.82%) Value Proposition
10 5 (7.35%) Digital Marketing
Programming Languages
1 15 (22.06%) C#
2 13 (19.12%) SQL
3 7 (10.29%) T-SQL
3 7 (10.29%) X++
4 5 (7.35%) PL/SQL
5 4 (5.88%) JavaScript
6 2 (2.94%) Java
6 2 (2.94%) Python
6 2 (2.94%) Scala
7 1 (1.47%) PowerShell
7 1 (1.47%) VB
7 1 (1.47%) VBA
Qualifications
1 12 (17.65%) Degree
2 3 (4.41%) Computer Science Degree
3 2 (2.94%) CCNA
3 2 (2.94%) Cisco Certification
3 2 (2.94%) ITIL Certification
3 2 (2.94%) JNCIA
4 1 (1.47%) CEH
4 1 (1.47%) CESG Certified Professional
4 1 (1.47%) DBS Check
4 1 (1.47%) GIAC
4 1 (1.47%) GPEN
4 1 (1.47%) Numerate Degree
4 1 (1.47%) SANS
4 1 (1.47%) SSCP
Quality Assurance & Compliance
1 6 (8.82%) PMO
2 5 (7.35%) ISO/IEC 27001
3 4 (5.88%) GDPR
4 3 (4.41%) QA
5 2 (2.94%) SLA
6 1 (1.47%) Cyber Essentials
6 1 (1.47%) Data Quality
6 1 (1.47%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 1 (1.47%) Active Directory
1 1 (1.47%) DFS Replication
1 1 (1.47%) VMware ESXi
1 1 (1.47%) vSphere
Systems Management
1 2 (2.94%) Oozie
2 1 (1.47%) Cisco CUCM
Vendors
1 25 (36.76%) Microsoft
2 6 (8.82%) Oracle
3 4 (5.88%) Alteryx
3 4 (5.88%) Google
3 4 (5.88%) Hortonworks
3 4 (5.88%) SAP
3 4 (5.88%) Tableau
4 2 (2.94%) Cloudera
4 2 (2.94%) Fortinet
4 2 (2.94%) LogRhythm
4 2 (2.94%) Splunk
5 1 (1.47%) Adobe
5 1 (1.47%) Cisco
5 1 (1.47%) CommVault
5 1 (1.47%) Dell Compellent
5 1 (1.47%) DoubleClick
5 1 (1.47%) NetApp
5 1 (1.47%) QNAP
5 1 (1.47%) Sophos
5 1 (1.47%) VMware