Period
to 15 November 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 15 November 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
15 Nov 2018
Same period 2017 Same period 2016
Rank 21 32 36
Rank change year-on-year +11 +4 -3
Contract jobs citing Analytical Skills 58 49 44
As % of all contract IT jobs advertised in Nottingham 8.91% 5.79% 4.91%
As % of the Miscellaneous category 26.36% 17.75% 18.49%
Number of daily rates quoted 42 35 25
Nottingham median daily rate £463 £400 £425
Median daily rate % change year-on-year +15.63% -5.88% +13.33%
10th Percentile £313 £325 £278
90th Percentile £550 £515 £625
Nottinghamshire median daily rate £475 £393 £400
% change year-on-year +21.02% -1.88% +6.67%
Number of hourly rates quoted 4 0 1
Nottingham median hourly rate £10.33 - £14.00
Nottinghamshire median hourly rate £10.33 - £25.75

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 220 276 238
As % of all contract IT jobs advertised in Nottingham 33.79% 32.62% 26.56%
Number of daily rates quoted 141 192 136
Nottingham median daily rate £413 £413 £415
Median daily rate % change year-on-year - -0.60% +3.75%
10th Percentile £285 £282 £222
90th Percentile £550 £560 £614
Nottinghamshire median daily rate £419 £413 £400
% change year-on-year +1.52% +3.13% -
Number of hourly rates quoted 10 5 5
Nottingham median hourly rate £13.45 £13.23 £14.50
Median hourly rate % change year-on-year +1.70% -8.79% +11.54%
10th Percentile £9.93 £9.52 £12.05
90th Percentile £28.50 £16.05 £25.70
Nottinghamshire median hourly rate £13.45 £13.23 £20.00
% change year-on-year +1.70% -33.88% +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 15 November 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 15 November 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 26 (44.83%) Agile Software Development
2 25 (43.10%) SQL
3 24 (41.38%) Amazon AWS
4 23 (39.66%) Web Services
5 20 (34.48%) Opscode Chef
5 20 (34.48%) Ansible
6 19 (32.76%) ETL
7 18 (31.03%) Python
7 18 (31.03%) Relational Database
7 18 (31.03%) Open Source
7 18 (31.03%) Analytics
8 17 (29.31%) NoSQL
8 17 (29.31%) Amazon Redshift
8 17 (29.31%) Amazon EMR
8 17 (29.31%) Virtual Private Cloud
8 17 (29.31%) Amazon Glacier
8 17 (29.31%) Amazon Aurora
8 17 (29.31%) Amazon EC2
8 17 (29.31%) Amazon S3
9 15 (25.86%) Data Analytics
9 15 (25.86%) Decision-Making
9 15 (25.86%) Credit Risk
9 15 (25.86%) Marketing
10 14 (24.14%) Splunk
11 13 (22.41%) DevOps
12 12 (20.69%) Microsoft
12 12 (20.69%) Finance
12 12 (20.69%) Linux
12 12 (20.69%) Business Continuity
13 10 (17.24%) Unix

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 (10.34%) SharePoint
2 5 (8.62%) Confluence
Applications
1 10 (17.24%) Microsoft Office
2 3 (5.17%) Microsoft Excel
3 1 (1.72%) Microsoft PowerPoint
Cloud Services
1 24 (41.38%) Amazon AWS
2 17 (29.31%) Amazon EC2
2 17 (29.31%) Amazon EMR
2 17 (29.31%) Amazon Glacier
2 17 (29.31%) Amazon S3
2 17 (29.31%) Virtual Private Cloud
3 2 (3.45%) Microsoft Azure
3 2 (3.45%) Office 365
Communications & Networking
1 4 (6.90%) Firewall
2 3 (5.17%) Network Security
3 2 (3.45%) NetScaler
3 2 (3.45%) SSL
3 2 (3.45%) Wireshark
4 1 (1.72%) VPN
Database & Business Intelligence
1 18 (31.03%) Relational Database
2 17 (29.31%) Amazon Aurora
2 17 (29.31%) Amazon Redshift
2 17 (29.31%) NoSQL
3 8 (13.79%) Amazon RDS
4 6 (10.34%) MySQL
5 3 (5.17%) SQL Server
6 2 (3.45%) Qlik Sense
7 1 (1.72%) Big Data
7 1 (1.72%) Data Mining
7 1 (1.72%) Data Warehouse
7 1 (1.72%) Hadoop
7 1 (1.72%) MS Access
7 1 (1.72%) Oracle Reports
7 1 (1.72%) QlikView
7 1 (1.72%) RDBMS
Development Applications
1 9 (15.52%) Jenkins
2 7 (12.07%) Git (software)
3 6 (10.34%) JIRA
4 4 (6.90%) Maven
5 3 (5.17%) Subversion
6 2 (3.45%) Cucumber
6 2 (3.45%) Selenium
6 2 (3.45%) SoapUI
7 1 (1.72%) Bitbucket
7 1 (1.72%) JMeter
7 1 (1.72%) Protractor
7 1 (1.72%) QF-Test
7 1 (1.72%) SOAtest
7 1 (1.72%) SonarQube
7 1 (1.72%) SpecFlow
General
1 15 (25.86%) Marketing
2 12 (20.69%) Finance
3 5 (8.62%) Legal
4 4 (6.90%) Retail
5 1 (1.72%) Pharmaceutical
5 1 (1.72%) Telecoms
Job Titles
1 16 (27.59%) AWS Engineer
2 14 (24.14%) Cloud Engineer
3 13 (22.41%) Analyst
4 11 (18.97%) Developer
5 9 (15.52%) DevOps Engineer
6 8 (13.79%) AWS DevOps
6 8 (13.79%) AWS DevOps Engineer
7 7 (12.07%) Database Engineer
8 4 (6.90%) .NET Developer
8 4 (6.90%) AWS Specialist
8 4 (6.90%) Cloud Specialist
8 4 (6.90%) Data Engineer
9 3 (5.17%) Compliance Analyst
9 3 (5.17%) Infrastructure Engineer
9 3 (5.17%) IT Manager
9 3 (5.17%) Project Manager
9 3 (5.17%) Risk Analyst
9 3 (5.17%) Software Developer
10 2 (3.45%) Network Engineer
10 2 (3.45%) Systems Engineer
Libraries, Frameworks & Software Standards
1 23 (39.66%) Web Services
2 4 (6.90%) .NET
2 4 (6.90%) ASP.NET
2 4 (6.90%) ASP.NET MVC
2 4 (6.90%) RESTful
3 3 (5.17%) LDAP
4 2 (3.45%) AngularJS
4 2 (3.45%) SOAP
5 1 (1.72%) Gherkin
5 1 (1.72%) JSON
5 1 (1.72%) Node.js
5 1 (1.72%) REST
5 1 (1.72%) Swagger
5 1 (1.72%) XML
Miscellaneous
1 15 (25.86%) Credit Risk
2 1 (1.72%) Computer Science
2 1 (1.72%) e-Learning
2 1 (1.72%) Greenfield Project
2 1 (1.72%) Mainframe
2 1 (1.72%) Management Information System
2 1 (1.72%) Self-Motivation
2 1 (1.72%) Virtual Team
Operating Systems
1 12 (20.69%) Linux
2 10 (17.24%) Unix
3 5 (8.62%) Windows
4 2 (3.45%) Windows 7
Processes & Methodologies
1 26 (44.83%) Agile Software Development
2 19 (32.76%) ETL
3 18 (31.03%) Analytics
3 18 (31.03%) Open Source
4 15 (25.86%) Data Analytics
4 15 (25.86%) Decision-Making
5 13 (22.41%) DevOps
6 12 (20.69%) Business Continuity
7 8 (13.79%) Information Security
7 8 (13.79%) Task Automation
8 7 (12.07%) Continuous Improvement
8 7 (12.07%) Risk Management
8 7 (12.07%) Scrum
8 7 (12.07%) TDD
9 6 (10.34%) Microservices
10 5 (8.62%) Contract Management
10 5 (8.62%) Risk Assessment
10 5 (8.62%) Stakeholder Management
10 5 (8.62%) Test Automation
10 5 (8.62%) Unit Testing
Programming Languages
1 25 (43.10%) SQL
2 18 (31.03%) Python
3 7 (12.07%) Java
4 2 (3.45%) C
4 2 (3.45%) JavaScript
5 1 (1.72%) C#
5 1 (1.72%) Groovy
5 1 (1.72%) Jython
5 1 (1.72%) T-SQL
Qualifications
1 8 (13.79%) Degree
Quality Assurance & Compliance
1 6 (10.34%) SLA
2 2 (3.45%) QA
3 1 (1.72%) Data Quality
3 1 (1.72%) GDPR
3 1 (1.72%) ISO/IEC 27001
3 1 (1.72%) PMO
System Software
1 7 (12.07%) Docker
2 3 (5.17%) Virtual Servers
2 3 (5.17%) VMware Infrastructure
3 1 (1.72%) Active Directory
Systems Management
1 20 (34.48%) Ansible
1 20 (34.48%) Opscode Chef
2 1 (1.72%) HP Quality Center
Vendors
1 14 (24.14%) Splunk
2 12 (20.69%) Microsoft
3 8 (13.79%) Oracle
4 3 (5.17%) VMware
5 2 (3.45%) Cisco
5 2 (3.45%) Citrix
5 2 (3.45%) Tableau
6 1 (1.72%) Alteryx
6 1 (1.72%) Atlassian
6 1 (1.72%) HP
6 1 (1.72%) Informatica