Period
to 19 October 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 19 October 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
19 Oct 2018
Same period 2017 Same period 2016
Rank 22 39 30
Rank change year-on-year +17 -9 +1
Contract jobs citing Analytical Skills 60 45 61
As % of all contract IT jobs advertised in Nottinghamshire 8.38% 4.95% 5.87%
As % of the Miscellaneous category 26.79% 15.31% 19.68%
Number of daily rates quoted 40 33 41
Nottinghamshire median daily rate £425 £393 £400
Median daily rate % change year-on-year +8.28% -1.88% +14.29%
10th Percentile £308 £325 £300
90th Percentile £550 £520 £625
East Midlands median daily rate £390 £375 £400
% change year-on-year +4.00% -6.25% +21.21%
Number of hourly rates quoted 4 0 1
Nottinghamshire median hourly rate £10.33 - £37.50
10th Percentile £9.51 - £36.25
90th Percentile £11.90 - £38.75
East Midlands median hourly rate £12.30 £25.59 £16.09
% change year-on-year -51.92% +59.01% -13.12%

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 224 294 310
As % of all contract IT jobs advertised in Nottinghamshire 31.28% 32.34% 29.81%
Number of daily rates quoted 149 203 188
Nottinghamshire median daily rate £400 £413 £400
Median daily rate % change year-on-year -3.03% +3.13% -
10th Percentile £289 £288 £226
90th Percentile £550 £560 £625
East Midlands median daily rate £389 £380 £400
% change year-on-year +2.30% -5.00% +14.29%
Number of hourly rates quoted 8 5 9
Nottinghamshire median hourly rate £13.40 £13.23 £20.00
Median hourly rate % change year-on-year +1.32% -33.88% +37.93%
10th Percentile £9.79 £10.27 £12.85
90th Percentile £30.50 £16.05 £30.55
East Midlands median hourly rate £14.88 £14.20 £17.05
% change year-on-year +4.79% -16.69% +6.53%

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 19 October 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 19 October 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 +14 55 £425 +8.28% 32
Mansfield -2 1 £400 +6.67% 2
Analytical Skills
East Midlands

For the 6 months to 19 October 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 29 (48.33%) Agile Software Development
2 26 (43.33%) SQL
3 20 (33.33%) Amazon AWS
4 19 (31.67%) Web Services
5 18 (30.00%) ETL
5 18 (30.00%) Opscode Chef
5 18 (30.00%) Ansible
6 17 (28.33%) Relational Database
6 17 (28.33%) Analytics
7 16 (26.67%) Open Source
7 16 (26.67%) Python
8 15 (25.00%) Amazon EC2
8 15 (25.00%) Amazon S3
8 15 (25.00%) NoSQL
8 15 (25.00%) Amazon EMR
8 15 (25.00%) Amazon Redshift
8 15 (25.00%) Virtual Private Cloud
8 15 (25.00%) Amazon Glacier
8 15 (25.00%) Amazon Aurora
9 14 (23.33%) Decision-Making
9 14 (23.33%) Credit Risk
9 14 (23.33%) Marketing
9 14 (23.33%) Finance
10 13 (21.67%) Splunk
10 13 (21.67%) Data Analytics
11 11 (18.33%) Business Continuity
11 11 (18.33%) Microsoft
11 11 (18.33%) Linux
11 11 (18.33%) Oracle
12 10 (16.67%) Unix

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 (10.00%) Confluence
1 6 (10.00%) SharePoint
2 1 (1.67%) SharePoint 2013
Applications
1 9 (15.00%) Microsoft Office
2 2 (3.33%) Microsoft Excel
3 1 (1.67%) Microsoft PowerPoint
Cloud Services
1 20 (33.33%) Amazon AWS
2 15 (25.00%) Amazon EC2
2 15 (25.00%) Amazon EMR
2 15 (25.00%) Amazon Glacier
2 15 (25.00%) Amazon S3
2 15 (25.00%) Virtual Private Cloud
3 2 (3.33%) Microsoft Azure
3 2 (3.33%) Office 365
Communications & Networking
1 4 (6.67%) Firewall
2 3 (5.00%) Network Security
3 2 (3.33%) NetScaler
3 2 (3.33%) SSL
3 2 (3.33%) Wireshark
4 1 (1.67%) FTP
4 1 (1.67%) SAN
4 1 (1.67%) VPN
Database & Business Intelligence
1 17 (28.33%) Relational Database
2 15 (25.00%) Amazon Aurora
2 15 (25.00%) Amazon Redshift
2 15 (25.00%) NoSQL
3 6 (10.00%) Amazon RDS
3 6 (10.00%) SQL Server
4 5 (8.33%) MySQL
5 4 (6.67%) Data Warehouse
6 3 (5.00%) Oracle Reports
6 3 (5.00%) SQL Server Integration Services
7 2 (3.33%) Oracle BI EE
7 2 (3.33%) Qlik Sense
7 2 (3.33%) QlikView
7 2 (3.33%) SQL Server 2012
7 2 (3.33%) SQLPlus
8 1 (1.67%) Big Data
8 1 (1.67%) Enterprise Data Warehouse
8 1 (1.67%) Hadoop
8 1 (1.67%) Power BI
8 1 (1.67%) SQL Server Analysis Services
Development Applications
1 7 (11.67%) Git (software)
1 7 (11.67%) Jenkins
1 7 (11.67%) JIRA
2 4 (6.67%) Maven
3 3 (5.00%) Subversion
4 2 (3.33%) Cucumber
4 2 (3.33%) Selenium
4 2 (3.33%) SoapUI
4 2 (3.33%) Team Foundation Server
5 1 (1.67%) Bitbucket
5 1 (1.67%) JMeter
5 1 (1.67%) Protractor
5 1 (1.67%) QF-Test
5 1 (1.67%) SOAtest
5 1 (1.67%) SonarQube
5 1 (1.67%) SpecFlow
5 1 (1.67%) Visual Studio
General
1 14 (23.33%) Finance
1 14 (23.33%) Marketing
2 5 (8.33%) Legal
3 4 (6.67%) Retail
4 1 (1.67%) Pharmaceutical
4 1 (1.67%) Telecoms
Job Titles
1 14 (23.33%) Analyst
1 14 (23.33%) AWS Engineer
2 13 (21.67%) Cloud Engineer
3 9 (15.00%) Developer
4 6 (10.00%) DevOps Engineer
5 5 (8.33%) AWS DevOps
5 5 (8.33%) AWS DevOps Engineer
5 5 (8.33%) Data Engineer
5 5 (8.33%) Database Engineer
6 4 (6.67%) AWS Specialist
6 4 (6.67%) Cloud Specialist
6 4 (6.67%) Project Manager
7 3 (5.00%) Compliance Analyst
7 3 (5.00%) Infrastructure Engineer
7 3 (5.00%) Risk Analyst
7 3 (5.00%) Software Developer
8 2 (3.33%) .NET Developer
8 2 (3.33%) Change Analyst
8 2 (3.33%) Senior Manager
8 2 (3.33%) Technical Specialist
Libraries, Frameworks & Software Standards
1 19 (31.67%) Web Services
2 4 (6.67%) .NET
2 4 (6.67%) AngularJS
2 4 (6.67%) ASP.NET
2 4 (6.67%) CSS
2 4 (6.67%) HTML
3 3 (5.00%) LDAP
3 3 (5.00%) XML
4 2 (3.33%) ASP.NET MVC
4 2 (3.33%) ASP.NET Web API
4 2 (3.33%) CSS3
4 2 (3.33%) HTML5
4 2 (3.33%) jQuery
4 2 (3.33%) React
4 2 (3.33%) React Native
4 2 (3.33%) RESTful
4 2 (3.33%) SOAP
5 1 (1.67%) Node.js
5 1 (1.67%) Oracle Streams
5 1 (1.67%) REST
Miscellaneous
1 14 (23.33%) Credit Risk
2 2 (3.33%) Management Information System
3 1 (1.67%) Computer Science
3 1 (1.67%) e-Learning
3 1 (1.67%) Greenfield Project
3 1 (1.67%) Mainframe
3 1 (1.67%) NHS
3 1 (1.67%) Self-Motivation
3 1 (1.67%) Virtual Team
Operating Systems
1 11 (18.33%) Linux
2 10 (16.67%) Unix
3 7 (11.67%) Windows
4 2 (3.33%) Windows 7
4 2 (3.33%) Windows Server
4 2 (3.33%) Windows Server 2003
Processes & Methodologies
1 29 (48.33%) Agile Software Development
2 18 (30.00%) ETL
3 17 (28.33%) Analytics
4 16 (26.67%) Open Source
5 14 (23.33%) Decision-Making
6 13 (21.67%) Data Analytics
7 11 (18.33%) Business Continuity
8 10 (16.67%) DevOps
8 10 (16.67%) Problem-Solving
9 8 (13.33%) Information Security
10 7 (11.67%) Continuous Improvement
10 7 (11.67%) Risk Management
10 7 (11.67%) Scrum
10 7 (11.67%) Stakeholder Management
10 7 (11.67%) Task Automation
11 5 (8.33%) Contract Management
11 5 (8.33%) Risk Assessment
11 5 (8.33%) TDD
11 5 (8.33%) Test Automation
11 5 (8.33%) User Stories
Programming Languages
1 26 (43.33%) SQL
2 16 (26.67%) Python
3 6 (10.00%) Java
3 6 (10.00%) JavaScript
4 4 (6.67%) PL/SQL
5 3 (5.00%) T-SQL
6 2 (3.33%) C
6 2 (3.33%) C#
7 1 (1.67%) Groovy
7 1 (1.67%) Jython
Qualifications
1 8 (13.33%) Degree
Quality Assurance & Compliance
1 6 (10.00%) SLA
2 2 (3.33%) PMO
2 2 (3.33%) QA
3 1 (1.67%) Data Quality
3 1 (1.67%) GDPR
3 1 (1.67%) ISO/IEC 27001
System Software
1 4 (6.67%) Docker
2 3 (5.00%) Virtual Servers
2 3 (5.00%) VMware Infrastructure
3 1 (1.67%) Active Directory
Systems Management
1 18 (30.00%) Ansible
1 18 (30.00%) Opscode Chef
2 1 (1.67%) HP Quality Center
2 1 (1.67%) Single Sign-On
Vendors
1 13 (21.67%) Splunk
2 11 (18.33%) Microsoft
2 11 (18.33%) Oracle
3 3 (5.00%) VMware
4 2 (3.33%) Cisco
4 2 (3.33%) Citrix
4 2 (3.33%) Tableau
5 1 (1.67%) Alteryx
5 1 (1.67%) Atlassian
5 1 (1.67%) HP
5 1 (1.67%) Hyperion
5 1 (1.67%) Informatica