Period
to 12 December 2018

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies advertised in Nottinghamshire. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytical Skills over the 6 months to 12 December 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
East Midlands > Nottinghamshire
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 17 22 37
Rank change year-on-year +5 +15 -11
Contract jobs citing Analytical Skills 70 63 48
As % of all contract IT jobs advertised in Nottinghamshire 9.43% 6.42% 4.96%
As % of the Miscellaneous category 34.15% 21.80% 17.98%
Number of daily rates quoted 50 45 29
Nottinghamshire median daily rate £431 £388 £400
Median daily rate % change year-on-year +11.29% -3.13% +6.67%
10th Percentile £296 £310 £314
90th Percentile £550 £533 £525
East Midlands median daily rate £407 £380 £400
% change year-on-year +6.97% -5.00% +14.29%
Number of hourly rates quoted 4 1 2
Nottinghamshire median hourly rate £10.33 £16.00 £25.75
Median hourly rate % change year-on-year -35.47% -37.86% -
10th Percentile £9.51 £16.00 £16.23
90th Percentile £11.90 £16.00 £36.28
East Midlands median hourly rate £12.95 £14.15 £14.50
% change year-on-year -8.47% -2.45% -21.71%

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 Nottinghamshire with a requirement for generic IT skills.

All Generic IT Skills
Nottinghamshire
Contract vacancies with a requirement for generic IT skills 205 289 267
As % of all contract IT jobs advertised in Nottinghamshire 27.63% 29.43% 27.58%
Number of daily rates quoted 132 194 168
Nottinghamshire median daily rate £400 £414 £400
Median daily rate % change year-on-year -3.32% +3.44% -
10th Percentile £228 £288 £212
90th Percentile £544 £560 £595
East Midlands median daily rate £400 £375 £400
% change year-on-year +6.67% -6.25% +6.67%
Number of hourly rates quoted 11 5 11
Nottinghamshire median hourly rate £13.45 £13.23 £20.00
Median hourly rate % change year-on-year +1.70% -33.88% +37.93%
10th Percentile £10.00 £9.52 £11.25
90th Percentile £27.50 £14.94 £28.50
East Midlands median hourly rate £14.00 £14.20 £20.00
% change year-on-year -1.41% -29.00% +25.00%

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
Contractor Daily Rate Trend in Nottinghamshire

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

Contractor daily rate trend for Analytical Skills in Nottinghamshire

Analytical Skills
Contractor Daily Rate Histogram in Nottinghamshire

The daily rate distribution of IT jobs citing Analytical Skills in Nottinghamshire over the 6 months to 12 December 2018.

Contractor daily rate histogram for Analytical Skills in Nottinghamshire

Analytical Skills
Contractor Hourly Rate Trend in Nottinghamshire

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

Contractor hourly rate trend for Analytical Skills in Nottinghamshire

Analytical Skills
Contract Job Locations in Nottinghamshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Analytical Skills within the Nottinghamshire region over the 6 months to 12 December 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Nottingham +1 62 £438 +12.90% 35
Mansfield - 2 £400 - 4
Analytical Skills
East Midlands

For the 6 months to 12 December 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 Nottinghamshire region with a requirement for Analytical Skills.

1 34 (48.57%) SQL
2 29 (41.43%) Web Services
2 29 (41.43%) Agile Software Development
2 29 (41.43%) Amazon AWS
3 22 (31.43%) Opscode Chef
3 22 (31.43%) Ansible
3 22 (31.43%) ETL
4 20 (28.57%) Python
4 20 (28.57%) Relational Database
4 20 (28.57%) Open Source
5 19 (27.14%) Amazon EC2
5 19 (27.14%) Amazon S3
5 19 (27.14%) NoSQL
5 19 (27.14%) Analytics
5 19 (27.14%) Amazon EMR
5 19 (27.14%) Amazon Redshift
5 19 (27.14%) Virtual Private Cloud
5 19 (27.14%) Amazon Glacier
5 19 (27.14%) Microsoft
5 19 (27.14%) Amazon Aurora
6 17 (24.29%) Data Analytics
7 16 (22.86%) Splunk
8 15 (21.43%) Oracle
9 14 (20.00%) Business Continuity
10 13 (18.57%) Marketing
10 13 (18.57%) DevOps
10 13 (18.57%) Credit Risk
10 13 (18.57%) Decision-Making
11 12 (17.14%) Finance
11 12 (17.14%) Microsoft Office

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 (8.57%) SharePoint
2 5 (7.14%) Confluence
3 2 (2.86%) MQSeries
Applications
1 12 (17.14%) Microsoft Office
2 2 (2.86%) Microsoft Excel
3 1 (1.43%) Spreadsheet
Cloud Services
1 29 (41.43%) Amazon AWS
2 19 (27.14%) Amazon EC2
2 19 (27.14%) Amazon EMR
2 19 (27.14%) Amazon Glacier
2 19 (27.14%) Amazon S3
2 19 (27.14%) Virtual Private Cloud
3 5 (7.14%) Microsoft Azure
4 1 (1.43%) Office 365
Communications & Networking
1 4 (5.71%) Firewall
2 3 (4.29%) Network Security
3 2 (2.86%) NetScaler
3 2 (2.86%) SSL
3 2 (2.86%) Wireshark
4 1 (1.43%) VPN
Database & Business Intelligence
1 20 (28.57%) Relational Database
2 19 (27.14%) Amazon Aurora
2 19 (27.14%) Amazon Redshift
2 19 (27.14%) NoSQL
3 9 (12.86%) SQL Server
4 8 (11.43%) Amazon RDS
5 6 (8.57%) MySQL
5 6 (8.57%) SQL Server Integration Services
6 3 (4.29%) Data Warehouse
6 3 (4.29%) Oracle Database
6 3 (4.29%) Oracle Database 11g
6 3 (4.29%) SQL Server 2012
6 3 (4.29%) SQL Server Analysis Services
7 2 (2.86%) Qlik Sense
8 1 (1.43%) Azure SQL Database
8 1 (1.43%) Data Mining
8 1 (1.43%) MS Access
8 1 (1.43%) Oracle Reports
8 1 (1.43%) QlikView
8 1 (1.43%) RDBMS
Development Applications
1 9 (12.86%) Jenkins
2 8 (11.43%) Git (software)
3 5 (7.14%) JIRA
4 4 (5.71%) Maven
4 4 (5.71%) Selenium
5 3 (4.29%) Subversion
5 3 (4.29%) Team Foundation Server
6 2 (2.86%) Cucumber
6 2 (2.86%) SoapUI
7 1 (1.43%) Bitbucket
7 1 (1.43%) JMeter
7 1 (1.43%) Oracle Forms
7 1 (1.43%) Protractor
7 1 (1.43%) QF-Test
7 1 (1.43%) SOAtest
7 1 (1.43%) SonarQube
7 1 (1.43%) SpecFlow
General
1 13 (18.57%) Marketing
2 12 (17.14%) Finance
3 8 (11.43%) Retail
4 6 (8.57%) Legal
5 1 (1.43%) Pharmaceutical
5 1 (1.43%) Telecoms
Job Titles
1 18 (25.71%) AWS Engineer
2 15 (21.43%) Analyst
2 15 (21.43%) Cloud Engineer
3 13 (18.57%) Developer
4 9 (12.86%) DevOps Engineer
5 8 (11.43%) AWS DevOps
5 8 (11.43%) AWS DevOps Engineer
6 7 (10.00%) Database Engineer
7 5 (7.14%) .NET Developer
7 5 (7.14%) Data Engineer
8 4 (5.71%) AWS Specialist
8 4 (5.71%) Cloud Specialist
8 4 (5.71%) Senior Developer
9 3 (4.29%) C# Developer
9 3 (4.29%) Compliance Analyst
9 3 (4.29%) Infrastructure Engineer
9 3 (4.29%) IT Manager
9 3 (4.29%) Project Manager
9 3 (4.29%) Risk Analyst
9 3 (4.29%) Senior C# Developer
Libraries, Frameworks & Software Standards
1 29 (41.43%) Web Services
2 5 (7.14%) .NET
2 5 (7.14%) ASP.NET
3 4 (5.71%) ASP.NET MVC
3 4 (5.71%) RESTful
4 3 (4.29%) AngularJS
4 3 (4.29%) ASP.NET Web API
4 3 (4.29%) LDAP
5 2 (2.86%) SOAP
5 2 (2.86%) WCF
5 2 (2.86%) WinForms
5 2 (2.86%) WPF
6 1 (1.43%) CSS3
6 1 (1.43%) Gherkin
6 1 (1.43%) HTML5
6 1 (1.43%) jQuery
6 1 (1.43%) Node.js
6 1 (1.43%) React
6 1 (1.43%) REST
6 1 (1.43%) XML
Miscellaneous
1 13 (18.57%) Credit Risk
2 4 (5.71%) NHS
3 2 (2.86%) Management Information System
4 1 (1.43%) EPoS
4 1 (1.43%) Mainframe
4 1 (1.43%) Mobile App
4 1 (1.43%) Robotics
4 1 (1.43%) Self-Motivation
4 1 (1.43%) Virtual Team
Operating Systems
1 12 (17.14%) Linux
2 10 (14.29%) Unix
3 7 (10.00%) Windows
4 2 (2.86%) Windows 7
Processes & Methodologies
1 29 (41.43%) Agile Software Development
2 22 (31.43%) ETL
3 20 (28.57%) Open Source
4 19 (27.14%) Analytics
5 17 (24.29%) Data Analytics
6 14 (20.00%) Business Continuity
7 13 (18.57%) Decision-Making
7 13 (18.57%) DevOps
8 10 (14.29%) Task Automation
9 9 (12.86%) Problem-Solving
10 8 (11.43%) Information Security
10 8 (11.43%) Risk Management
11 7 (10.00%) Continuous Improvement
11 7 (10.00%) TDD
11 7 (10.00%) Test Automation
11 7 (10.00%) Time Management
12 6 (8.57%) Microservices
12 6 (8.57%) Risk Assessment
12 6 (8.57%) Scrum
12 6 (8.57%) Stakeholder Management
Programming Languages
1 34 (48.57%) SQL
2 20 (28.57%) Python
3 10 (14.29%) Java
4 8 (11.43%) PL/SQL
5 4 (5.71%) C#
5 4 (5.71%) T-SQL
6 3 (4.29%) JavaScript
7 2 (2.86%) C
8 1 (1.43%) Groovy
8 1 (1.43%) Jython
8 1 (1.43%) Scala
Qualifications
1 11 (15.71%) Degree
2 2 (2.86%) ISTQB
2 2 (2.86%) ISTQB Foundation Certification
3 1 (1.43%) ISEB
Quality Assurance & Compliance
1 6 (8.57%) SLA
2 2 (2.86%) QA
3 1 (1.43%) ISO/IEC 27001
3 1 (1.43%) PMO
System Software
1 7 (10.00%) Docker
2 3 (4.29%) Virtual Servers
2 3 (4.29%) VMware Infrastructure
3 1 (1.43%) Active Directory
Systems Management
1 22 (31.43%) Ansible
1 22 (31.43%) Opscode Chef
2 1 (1.43%) HP Quality Center
2 1 (1.43%) RSA Archer
Vendors
1 19 (27.14%) Microsoft
2 16 (22.86%) Splunk
3 15 (21.43%) Oracle
4 3 (4.29%) VMware
5 2 (2.86%) Cisco
5 2 (2.86%) Citrix
6 1 (1.43%) Atlassian
6 1 (1.43%) HP