Period
to 20 August 2018

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies advertised in Nottingham. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytical Skills over the 6 months to 20 August 2018 with a comparison to the same period over the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Analytical Skills
Nottinghamshire > Nottingham
6 months to
20 Aug 2018
Same period 2017 Same period 2016
Rank 19 27 29
Rank change year-on-year +8 +2 +2
Contract jobs citing Analytical Skills 61 40 50
As % of all contract IT jobs advertised in Nottingham 8.50% 5.30% 5.30%
As % of the Miscellaneous category 26.87% 18.02% 18.05%
Number of daily rates quoted 32 20 30
Nottingham median daily rate £400 £378 £450
Median daily rate % change year-on-year +5.96% -16.11% +32.35%
10th Percentile £265 £310 £211
90th Percentile £573 £494 £648
Nottinghamshire median daily rate £400 £378 £425
% change year-on-year +5.96% -11.18% +25.00%
Number of hourly rates quoted 5 1 0
Nottingham median hourly rate £10.65 £10.75 -
Median hourly rate % change year-on-year -0.93% - -
Nottinghamshire median hourly rate £10.65 £10.75 -
% change year-on-year -0.93% - -

Analytical Skills is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Nottingham with a requirement for generic IT skills.

All Generic IT Skills
Nottingham
Contract vacancies with a requirement for generic IT skills 227 222 277
As % of all contract IT jobs advertised in Nottingham 31.62% 29.40% 29.37%
Number of daily rates quoted 139 150 166
Nottingham median daily rate £400 £400 £415
Median daily rate % change year-on-year - -3.61% +3.75%
10th Percentile £300 £300 £216
90th Percentile £575 £503 £630
Nottinghamshire median daily rate £400 £400 £415
% change year-on-year - -3.61% +5.06%
Number of hourly rates quoted 6 6 5
Nottingham median hourly rate £10.66 £12.53 £15.00
Median hourly rate % change year-on-year -14.87% -16.50% +15.38%
10th Percentile £9.65 £9.94 £13.10
90th Percentile £13.65 £15.59 £19.30
Nottinghamshire median hourly rate £10.68 £12.53 £20.00
% change year-on-year -14.77% -37.38% +37.93%

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
Contractor Daily Rate Trend in Nottingham

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Analytical Skills in Nottingham.

Contractor daily rate trend for Analytical Skills in Nottingham

Analytical Skills
Contractor Daily Rate Histogram in Nottingham

The daily rate distribution of IT jobs citing Analytical Skills in Nottingham over the 6 months to 20 August 2018.

Contractor daily rate histogram for Analytical Skills in Nottingham

Analytical Skills
Contractor Hourly Rate Trend in Nottingham

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Analytical Skills in Nottingham.

Contractor hourly rate trend for Analytical Skills in Nottingham

For the 6 months to 20 August 2018, IT contractor 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 contract job ads across the Nottingham region with a requirement for Analytical Skills.

1 27 (44.26%) Agile Software Development
2 23 (37.70%) SQL
3 21 (34.43%) Problem-Solving
4 20 (32.79%) Marketing
5 19 (31.15%) Credit Risk
5 19 (31.15%) Decision-Making
6 13 (21.31%) Windows
7 12 (19.67%) Stakeholder Management
7 12 (19.67%) Analytics
8 11 (18.03%) Web Services
8 11 (18.03%) Oracle
8 11 (18.03%) ETL
9 10 (16.39%) Scrum
9 10 (16.39%) Amazon AWS
10 9 (14.75%) Relational Database
10 9 (14.75%) Business Intelligence
10 9 (14.75%) Microsoft
10 9 (14.75%) JavaScript
10 9 (14.75%) Unix
11 8 (13.11%) Data Warehouse
11 8 (13.11%) XML
11 8 (13.11%) HTML
11 8 (13.11%) Opscode Chef
11 8 (13.11%) Ansible
11 8 (13.11%) JIRA
11 8 (13.11%) Collaborative Working
11 8 (13.11%) Windows Server
12 7 (11.48%) Open Source
12 7 (11.48%) PL/SQL
12 7 (11.48%) CSS

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 (9.84%) Confluence
2 2 (3.28%) SharePoint
3 1 (1.64%) Adobe Experience Manager
3 1 (1.64%) SharePoint 2013
Applications
1 2 (3.28%) Microsoft Excel
1 2 (3.28%) Microsoft Office
2 1 (1.64%) Microsoft PowerPoint
Cloud Services
1 10 (16.39%) Amazon AWS
2 6 (9.84%) Amazon EC2
2 6 (9.84%) Amazon EMR
2 6 (9.84%) Amazon Glacier
2 6 (9.84%) Amazon S3
2 6 (9.84%) Virtual Private Cloud
3 3 (4.92%) Google Analytics
3 3 (4.92%) Google Tag Manager
3 3 (4.92%) Office 365
4 2 (3.28%) Microsoft Azure
5 1 (1.64%) SaaS
Communications & Networking
1 3 (4.92%) Firewall
1 3 (4.92%) FTP
1 3 (4.92%) SAN
2 1 (1.64%) Network Security
2 1 (1.64%) VPN
Database & Business Intelligence
1 9 (14.75%) Relational Database
2 8 (13.11%) Data Warehouse
3 6 (9.84%) Amazon Aurora
3 6 (9.84%) Amazon Redshift
3 6 (9.84%) NoSQL
3 6 (9.84%) Oracle BI EE
3 6 (9.84%) QlikView
3 6 (9.84%) SQLPlus
4 5 (8.20%) SQL Server
5 4 (6.56%) Oracle Reports
6 3 (4.92%) Essbase
6 3 (4.92%) Oracle Database
6 3 (4.92%) Qlik Sense
7 2 (3.28%) MySQL
7 2 (3.28%) Power BI
7 2 (3.28%) SQL Server 2014
7 2 (3.28%) SQL Server 2016
7 2 (3.28%) SQL Server Integration Services
7 2 (3.28%) SQL Server Reporting Services
8 1 (1.64%) SQL Server Analysis Services
Development Applications
1 8 (13.11%) JIRA
2 6 (9.84%) Jenkins
3 5 (8.20%) Git (software)
4 3 (4.92%) Maven
5 2 (3.28%) Cucumber
5 2 (3.28%) Selenium
5 2 (3.28%) SoapUI
5 2 (3.28%) Subversion
6 1 (1.64%) Bitbucket
6 1 (1.64%) JMeter
6 1 (1.64%) Protractor
6 1 (1.64%) QF-Test
6 1 (1.64%) SOAtest
6 1 (1.64%) SonarQube
6 1 (1.64%) SpecFlow
6 1 (1.64%) Team Foundation Server
6 1 (1.64%) Visual Studio
General
1 20 (32.79%) Marketing
2 6 (9.84%) Finance
3 2 (3.28%) Back Office
3 2 (3.28%) Legal
3 2 (3.28%) Retail
4 1 (1.64%) Games
4 1 (1.64%) Law
4 1 (1.64%) Telecoms
Job Titles
1 16 (26.23%) Analyst
2 9 (14.75%) Developer
3 6 (9.84%) AWS Engineer
3 6 (9.84%) Business Analyst
3 6 (9.84%) Business Intelligence Specialist
3 6 (9.84%) Cloud Engineer
4 4 (6.56%) Business IT Analyst
4 4 (6.56%) IT Analyst
4 4 (6.56%) IT Business Analyst
4 4 (6.56%) Technical Specialist
5 3 (4.92%) Administrator
5 3 (4.92%) Consultant
5 3 (4.92%) Data Engineer
5 3 (4.92%) Data Warehouse Specialist
5 3 (4.92%) Digital Analyst
5 3 (4.92%) Digital Performance Analyst
5 3 (4.92%) Performance Analyst
5 3 (4.92%) Senior Manager
5 3 (4.92%) Software Developer
5 3 (4.92%) Systems Administrator
Libraries, Frameworks & Software Standards
1 11 (18.03%) Web Services
2 8 (13.11%) HTML
2 8 (13.11%) XML
3 7 (11.48%) CSS
4 3 (4.92%) .NET
4 3 (4.92%) ASP.NET
4 3 (4.92%) Oracle GoldenGate
4 3 (4.92%) Oracle Streams
5 2 (3.28%) AngularJS
5 2 (3.28%) ASP.NET MVC
5 2 (3.28%) LDAP
5 2 (3.28%) RESTful
5 2 (3.28%) SOAP
6 1 (1.64%) CSS3
6 1 (1.64%) Gherkin
6 1 (1.64%) HTML5
6 1 (1.64%) jQuery
6 1 (1.64%) JSON
6 1 (1.64%) Node.js
6 1 (1.64%) REST
Miscellaneous
1 19 (31.15%) Credit Risk
2 3 (4.92%) User Experience
3 2 (3.28%) Driving Licence
3 2 (3.28%) Mainframe
4 1 (1.64%) Computer Science
4 1 (1.64%) Data Protection Act
4 1 (1.64%) e-Learning
4 1 (1.64%) Enterprise Software
4 1 (1.64%) Greenfield Project
4 1 (1.64%) IVR
4 1 (1.64%) Management Information System
4 1 (1.64%) Robotics
4 1 (1.64%) Smartcard
4 1 (1.64%) Virtual Team
Operating Systems
1 13 (21.31%) Windows
2 9 (14.75%) Unix
3 8 (13.11%) Windows Server
4 7 (11.48%) Linux
5 6 (9.84%) Windows Server 2003
6 2 (3.28%) Windows 7
7 1 (1.64%) Windows Server 2012
Processes & Methodologies
1 27 (44.26%) Agile Software Development
2 21 (34.43%) Problem-Solving
3 19 (31.15%) Decision-Making
4 12 (19.67%) Analytics
4 12 (19.67%) Stakeholder Management
5 11 (18.03%) ETL
6 10 (16.39%) Scrum
7 9 (14.75%) Business Intelligence
8 8 (13.11%) Collaborative Working
9 7 (11.48%) Open Source
10 6 (9.84%) User Stories
11 5 (8.20%) Data Analytics
11 5 (8.20%) DevOps
11 5 (8.20%) Project Management
12 4 (6.56%) Data Analysis
12 4 (6.56%) Data Visualisation
12 4 (6.56%) Migration
12 4 (6.56%) TDD
12 4 (6.56%) Test Automation
12 4 (6.56%) Unit Testing
Programming Languages
1 23 (37.70%) SQL
2 9 (14.75%) JavaScript
3 7 (11.48%) PL/SQL
3 7 (11.48%) Python
4 5 (8.20%) Java
5 2 (3.28%) PowerShell
5 2 (3.28%) T-SQL
6 1 (1.64%) C#
6 1 (1.64%) Groovy
6 1 (1.64%) Jython
Qualifications
1 4 (6.56%) Degree
2 1 (1.64%) BPSS Clearance
2 1 (1.64%) DBS Check
2 1 (1.64%) MCSE
2 1 (1.64%) Microsoft Certification
2 1 (1.64%) SC Cleared
2 1 (1.64%) Security Cleared
Quality Assurance & Compliance
1 5 (8.20%) PMO
1 5 (8.20%) SLA
2 1 (1.64%) Data Quality
2 1 (1.64%) GDPR
2 1 (1.64%) ISO/IEC 27001
2 1 (1.64%) QA
System Software
1 4 (6.56%) Active Directory
2 3 (4.92%) Docker
3 2 (3.28%) Virtual Servers
3 2 (3.28%) VMware Infrastructure
3 2 (3.28%) vSphere
Systems Management
1 8 (13.11%) Ansible
1 8 (13.11%) Opscode Chef
2 3 (4.92%) Single Sign-On
3 1 (1.64%) HP Quality Center
Vendors
1 11 (18.03%) Oracle
2 9 (14.75%) Microsoft
3 5 (8.20%) Splunk
3 5 (8.20%) Tableau
4 4 (6.56%) VMware
5 3 (4.92%) Google
5 3 (4.92%) Hyperion
6 2 (3.28%) CommVault
7 1 (1.64%) Adobe
7 1 (1.64%) Alteryx
7 1 (1.64%) Atlassian
7 1 (1.64%) Genesys
7 1 (1.64%) HP
7 1 (1.64%) Informatica