Period
to 16 November 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 16 November 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
Nottinghamshire > Nottingham
6 months to
16 Nov 2018
Same period 2017 Same period 2016
Rank 56 59 33
Rank change year-on-year +3 -26 -17
Permanent jobs citing Analytical Skills 60 91 160
As % of all permanent IT jobs advertised in Nottingham 4.49% 4.89% 7.89%
As % of the Miscellaneous category 10.24% 12.25% 19.49%
Number of salaries quoted 44 68 122
Nottingham median annual salary £45,000 £40,750 £45,000
Median salary % change year-on-year +10.43% -9.44% +12.50%
10th Percentile £29,000 £25,000 £25,638
90th Percentile £73,750 £62,500 £75,000
Nottinghamshire median annual salary £45,000 £40,000 £42,500
% change year-on-year +12.50% -5.88% +13.33%

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 586 743 821
As % of all permanent IT jobs advertised in Nottingham 43.83% 39.95% 40.48%
Number of salaries quoted 456 621 669
Nottingham median annual salary £42,500 £42,000 £42,500
Median salary % change year-on-year +1.19% -1.18% +6.25%
10th Percentile £27,500 £25,000 £23,750
90th Percentile £74,375 £71,250 £75,000
Nottinghamshire median annual salary £43,250 £40,000 £42,091
% change year-on-year +8.13% -4.97% +5.23%

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 16 November 2018.

Salary histogram for Analytical Skills in Nottingham

For the 6 months to 16 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 Nottingham region with a requirement for Analytical Skills.

1 28 (46.67%) Finance
2 22 (36.67%) Problem-Solving
3 19 (31.67%) Microsoft
4 13 (21.67%) Agile Software Development
5 12 (20.00%) SQL Server
5 12 (20.00%) Microsoft Azure
6 11 (18.33%) Analytics
6 11 (18.33%) Degree
6 11 (18.33%) Business Intelligence
6 11 (18.33%) Power BI
7 10 (16.67%) SQL Server Reporting Services
8 9 (15.00%) C#
8 9 (15.00%) Marketing
8 9 (15.00%) Mathematics
9 8 (13.33%) Credit Risk
9 8 (13.33%) .NET
9 8 (13.33%) ERP
9 8 (13.33%) Information Security
9 8 (13.33%) Service Delivery
9 8 (13.33%) Dynamics 365
10 7 (11.67%) MVC
10 7 (11.67%) Legal
10 7 (11.67%) Microsoft Excel
10 7 (11.67%) JSON
10 7 (11.67%) X++
10 7 (11.67%) Data Analysis
10 7 (11.67%) Dynamics AX
10 7 (11.67%) Mentoring
10 7 (11.67%) Visualisation
11 6 (10.00%) Apache Spark

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 6 (10.00%) Apache Spark
2 1 (1.67%) Exchange Server 2010
2 1 (1.67%) MS Exchange
2 1 (1.67%) SAS
2 1 (1.67%) Skype for Business
Applications
1 7 (11.67%) Microsoft Excel
2 5 (8.33%) Microsoft Office
3 4 (6.67%) Microsoft PowerPoint
4 2 (3.33%) Microsoft Project
4 2 (3.33%) MS Visio
Business Applications
1 7 (11.67%) Dynamics AX
2 2 (3.33%) Dynamics CRM
Cloud Services
1 12 (20.00%) Microsoft Azure
2 8 (13.33%) Dynamics 365
3 5 (8.33%) Amazon AWS
4 4 (6.67%) Azure Data Factory
5 3 (5.00%) Cloud Computing
6 2 (3.33%) Google Analytics
6 2 (3.33%) Google Cloud Platform
7 1 (1.67%) Adobe Analytics
7 1 (1.67%) AdWords
7 1 (1.67%) Office 365
Communications & Networking
1 3 (5.00%) MPLS
2 2 (3.33%) BGP
2 2 (3.33%) Broadband
2 2 (3.33%) Ethernet
2 2 (3.33%) HSRP
2 2 (3.33%) OSPF
2 2 (3.33%) TCP/IP
3 1 (1.67%) Firewall
3 1 (1.67%) HTTP
3 1 (1.67%) Internet
3 1 (1.67%) IPsec
3 1 (1.67%) NAS
3 1 (1.67%) SAN
3 1 (1.67%) Skype
3 1 (1.67%) Unified Communications
3 1 (1.67%) VPN
3 1 (1.67%) WAN
3 1 (1.67%) Wireless
Database & Business Intelligence
1 12 (20.00%) SQL Server
2 11 (18.33%) Power BI
3 10 (16.67%) SQL Server Reporting Services
4 6 (10.00%) Big Data
5 4 (6.67%) Data Warehouse
5 4 (6.67%) SQL Server Integration Services
6 2 (3.33%) Cloudera CDH
6 2 (3.33%) Hadoop
6 2 (3.33%) NoSQL
6 2 (3.33%) Sqoop
7 1 (1.67%) Relational Database
Development Applications
1 6 (10.00%) Visual Studio
2 3 (5.00%) JIRA
General
1 28 (46.67%) Finance
2 9 (15.00%) Marketing
3 7 (11.67%) Legal
4 5 (8.33%) Banking
4 5 (8.33%) Manufacturing
4 5 (8.33%) Retail
5 4 (6.67%) Electronics
5 4 (6.67%) Telecoms
6 2 (3.33%) Games
7 1 (1.67%) Advertising
7 1 (1.67%) Aerospace
7 1 (1.67%) Automotive
7 1 (1.67%) Law
Job Titles
1 19 (31.67%) Analyst
2 11 (18.33%) Business Analyst
3 9 (15.00%) Architect
3 9 (15.00%) Developer
4 6 (10.00%) Dynamics AX Developer
5 5 (8.33%) Project Manager
6 4 (6.67%) Coordinator
6 4 (6.67%) Data Analyst
6 4 (6.67%) Data Architect
6 4 (6.67%) Technical Architect
7 3 (5.00%) Business Data Analyst
7 3 (5.00%) Data Business Analyst
7 3 (5.00%) Insurance Business Analyst
7 3 (5.00%) Statistician
8 2 (3.33%) AWS Architect
8 2 (3.33%) C# .NET Developer
8 2 (3.33%) C# ASP.NET Developer
8 2 (3.33%) Head of Analytics
8 2 (3.33%) Head of Engineering
8 2 (3.33%) SOC Analyst
Libraries, Frameworks & Software Standards
1 8 (13.33%) .NET
2 7 (11.67%) JSON
3 6 (10.00%) REST
3 6 (10.00%) SOAP
3 6 (10.00%) Web Services
4 4 (6.67%) Kafka
5 2 (3.33%) ASP.NET
6 1 (1.67%) Android SDK
6 1 (1.67%) ASP.NET MVC
6 1 (1.67%) ASP.NET Web API
6 1 (1.67%) CSS
6 1 (1.67%) HTML
6 1 (1.67%) RESTful
6 1 (1.67%) XML
Miscellaneous
1 8 (13.33%) Credit Risk
2 6 (10.00%) Data Structures
3 5 (8.33%) Fintech
3 5 (8.33%) Self-Motivation
4 4 (6.67%) Computer Science
4 4 (6.67%) Management Information System
5 2 (3.33%) Cyberthreat
5 2 (3.33%) Driving Licence
6 1 (1.67%) CESG
6 1 (1.67%) Data Centre
6 1 (1.67%) Greenfield Project
6 1 (1.67%) Renewable Energy
6 1 (1.67%) Replication
6 1 (1.67%) Security Operations Centre
6 1 (1.67%) Tandem
6 1 (1.67%) Video Conferencing
Operating Systems
1 1 (1.67%) Android
1 1 (1.67%) Linux
1 1 (1.67%) Windows
1 1 (1.67%) Windows 10
1 1 (1.67%) Windows Server
1 1 (1.67%) Windows Server 2008
Processes & Methodologies
1 22 (36.67%) Problem-Solving
2 13 (21.67%) Agile Software Development
3 11 (18.33%) Analytics
3 11 (18.33%) Business Intelligence
4 9 (15.00%) Mathematics
5 8 (13.33%) ERP
5 8 (13.33%) Information Security
5 8 (13.33%) Service Delivery
6 7 (11.67%) Data Analysis
6 7 (11.67%) Mentoring
6 7 (11.67%) MVC
6 7 (11.67%) Visualisation
7 6 (10.00%) Data Architecture
7 6 (10.00%) Data Protection
7 6 (10.00%) Project Management
7 6 (10.00%) Release Management
7 6 (10.00%) Scrum
7 6 (10.00%) Strategic Planning
7 6 (10.00%) Value Proposition
8 5 (8.33%) Digital Marketing
Programming Languages
1 9 (15.00%) C#
2 7 (11.67%) X++
3 6 (10.00%) SQL
4 2 (3.33%) Java
4 2 (3.33%) Python
4 2 (3.33%) Scala
5 1 (1.67%) JavaScript
5 1 (1.67%) PowerShell
5 1 (1.67%) T-SQL
5 1 (1.67%) VB
Qualifications
1 11 (18.33%) Degree
2 3 (5.00%) Computer Science Degree
3 2 (3.33%) CCNA
3 2 (3.33%) Cisco Certification
3 2 (3.33%) ITIL Certification
3 2 (3.33%) JNCIA
4 1 (1.67%) CEH
4 1 (1.67%) CESG Certified Professional
4 1 (1.67%) DBS Check
4 1 (1.67%) GIAC
4 1 (1.67%) GPEN
4 1 (1.67%) Numerate Degree
4 1 (1.67%) SANS
4 1 (1.67%) SSCP
Quality Assurance & Compliance
1 6 (10.00%) PMO
2 5 (8.33%) ISO/IEC 27001
3 4 (6.67%) GDPR
4 3 (5.00%) QA
5 2 (3.33%) SLA
6 1 (1.67%) Cyber Essentials
6 1 (1.67%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 1 (1.67%) Active Directory
1 1 (1.67%) DFS Replication
1 1 (1.67%) VMware ESXi
1 1 (1.67%) vSphere
Systems Management
1 2 (3.33%) Oozie
2 1 (1.67%) Cisco CUCM
Vendors
1 19 (31.67%) Microsoft
2 4 (6.67%) Alteryx
2 4 (6.67%) Google
2 4 (6.67%) Hortonworks
2 4 (6.67%) SAP
2 4 (6.67%) Tableau
3 2 (3.33%) Cloudera
3 2 (3.33%) Fortinet
3 2 (3.33%) LogRhythm
3 2 (3.33%) Splunk
4 1 (1.67%) Adobe
4 1 (1.67%) Cisco
4 1 (1.67%) CommVault
4 1 (1.67%) Dell Compellent
4 1 (1.67%) DoubleClick
4 1 (1.67%) NetApp
4 1 (1.67%) Oracle
4 1 (1.67%) QNAP
4 1 (1.67%) Sophos
4 1 (1.67%) VMware