Period
to 25 June 2018

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies advertised in Yorkshire. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytical Skills over the 6 months to 25 June 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
England > Yorkshire
6 months to
25 Jun 2018
Same period 2017 Same period 2016
Rank 25 31 20
Rank change year-on-year +6 -11 +3
Contract jobs citing Analytical Skills 311 236 433
As % of all contract IT jobs advertised in Yorkshire 6.36% 5.68% 7.72%
As % of the Miscellaneous category 22.87% 17.11% 25.25%
Number of daily rates quoted 226 147 314
Yorkshire median daily rate £425 £388 £425
Median daily rate % change year-on-year +9.68% -8.82% +18.06%
10th Percentile £250 £257 £300
90th Percentile £575 £525 £686
England median daily rate £433 £440 £425
% change year-on-year -1.70% +3.53% +6.25%
Number of hourly rates quoted 12 2 5
Yorkshire median hourly rate £17.51 £26.12 £18.00
Median hourly rate % change year-on-year -32.98% +45.11% +80.00%
10th Percentile £9.77 £19.62 £14.60
90th Percentile £20.00 £32.62 £20.00
England median hourly rate £18.06 £22.00 £19.50
% change year-on-year -17.90% +12.85% +5.38%

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 Yorkshire with a requirement for generic IT skills.

All Generic IT Skills
Yorkshire
Contract vacancies with a requirement for generic IT skills 1,360 1,379 1,715
As % of all contract IT jobs advertised in Yorkshire 27.81% 33.21% 30.58%
Number of daily rates quoted 897 851 1,124
Yorkshire median daily rate £400 £400 £400
10th Percentile £263 £275 £263
90th Percentile £550 £556 £575
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +3.54%
Number of hourly rates quoted 44 53 51
Yorkshire median hourly rate £17.51 £13.50 £14.50
Median hourly rate % change year-on-year +29.67% -6.90% +17.41%
10th Percentile £9.81 £9.30 £9.50
90th Percentile £37.10 £29.89 £22.25
England median hourly rate £23.25 £20.00 £21.00
% change year-on-year +16.25% -4.76% +16.67%

Analytical Skills
Job Vacancy Trend in Yorkshire

Job postings citing Analytical Skills as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Analytical Skills in Yorkshire

Analytical Skills
Contractor Daily Rate Trend in Yorkshire

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

Contractor daily rate trend for Analytical Skills in Yorkshire

Analytical Skills
Contractor Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing Analytical Skills in Yorkshire over the 6 months to 25 June 2018.

Contractor daily rate histogram for Analytical Skills in Yorkshire

Analytical Skills
Contractor Hourly Rate Trend in Yorkshire

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

Contractor hourly rate trend for Analytical Skills in Yorkshire

Analytical Skills
Contractor Hourly Rate Histogram in Yorkshire

The hourly rate distribution of IT jobs citing Analytical Skills in Yorkshire over the 6 months to 25 June 2018.

Contractor hourly rate histogram for Analytical Skills in Yorkshire

Analytical Skills
Contract Job Locations in Yorkshire

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 Yorkshire region over the 6 months to 25 June 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
West Yorkshire -6 187 £425 +13.33% 74
South Yorkshire +19 97 £425 +3.66% 14
North Yorkshire +6 15 £400 +6.67% 20
East Yorkshire +6 11 £450 +20.00% 4
Analytical Skills
England

For the 6 months to 25 June 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 Yorkshire region with a requirement for Analytical Skills.

1 137 (44.05%) Problem-Solving
2 108 (34.73%) Agile Software Development
3 62 (19.94%) Finance
3 62 (19.94%) Degree
4 48 (15.43%) Unix
5 47 (15.11%) Oracle
6 45 (14.47%) Stakeholder Management
7 42 (13.50%) Linux
7 42 (13.50%) SMS
8 41 (13.18%) Java
9 40 (12.86%) SQL
9 40 (12.86%) Analytics
10 37 (11.90%) User Experience
11 34 (10.93%) Decision-Making
12 33 (10.61%) Continuous Improvement
13 31 (9.97%) Project Management
14 30 (9.65%) Data Modelling
15 28 (9.00%) Banking
15 28 (9.00%) Git (software)
16 27 (8.68%) Business Analysis
16 27 (8.68%) SQL Server
17 26 (8.36%) Jenkins
17 26 (8.36%) SDLC
18 25 (8.04%) Management Information System
18 25 (8.04%) JIRA
18 25 (8.04%) Market Research
19 24 (7.72%) Usability Testing
19 24 (7.72%) Psychology
19 24 (7.72%) Microsoft
20 23 (7.40%) Windows

Analytical Skills
Co-occurring IT Skills in Yorkshire 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 19 (6.11%) SAS
2 14 (4.50%) Tomcat
3 8 (2.57%) WebLogic
3 8 (2.57%) WebSphere
4 6 (1.93%) JBoss
4 6 (1.93%) SharePoint
5 4 (1.29%) CMS
5 4 (1.29%) Confluence
5 4 (1.29%) WebSphere Application Server
6 3 (0.96%) Apache
6 3 (0.96%) Apache Pig
6 3 (0.96%) Apache Spark
6 3 (0.96%) IBM HTTP Server
6 3 (0.96%) Jetty
6 3 (0.96%) Mule
6 3 (0.96%) nginx
6 3 (0.96%) Sitecore CMS
6 3 (0.96%) WildFly
7 2 (0.64%) Elasticsearch
7 2 (0.64%) Oracle SOA Suite
Applications
1 19 (6.11%) Microsoft Excel
2 15 (4.82%) Microsoft Office
3 6 (1.93%) Microsoft PowerPoint
4 5 (1.61%) Microsoft Project
5 3 (0.96%) Spreadsheet
6 1 (0.32%) MS Visio
Business Applications
1 3 (0.96%) Oracle Retail
2 1 (0.32%) Aareon QL
2 1 (0.32%) Dynamics CRM
2 1 (0.32%) Dynamics NAV
2 1 (0.32%) SAP S/4HANA
Cloud Services
1 19 (6.11%) Amazon AWS
2 15 (4.82%) Microsoft Azure
3 13 (4.18%) Slack
4 6 (1.93%) Force.com
4 6 (1.93%) Google Analytics
4 6 (1.93%) Office 365
4 6 (1.93%) PaaS
4 6 (1.93%) SaaS
4 6 (1.93%) Salesforce Service Cloud
5 4 (1.29%) IaaS
6 3 (0.96%) Cloud Computing
6 3 (0.96%) Dynamics 365
6 3 (0.96%) Google Tag Manager
7 2 (0.64%) Amazon S3
8 1 (0.32%) Adobe Analytics
8 1 (0.32%) AWS Lambda
8 1 (0.32%) Serverless
Communications & Networking
1 42 (13.50%) SMS
2 9 (2.89%) Internet
3 4 (1.29%) Firewall
3 4 (1.29%) Skype
4 3 (0.96%) HTTP
4 3 (0.96%) SSL
5 2 (0.64%) LAN
6 1 (0.32%) ATM
6 1 (0.32%) Cisco ASA
6 1 (0.32%) Cisco IOS
6 1 (0.32%) F5 BIG-IP GTM
6 1 (0.32%) F5 BIG-IP LTM
6 1 (0.32%) Kerberos
6 1 (0.32%) Network Security
6 1 (0.32%) WAN
Database & Business Intelligence
1 27 (8.68%) SQL Server
2 20 (6.43%) Relational Database
3 13 (4.18%) Data Warehouse
4 11 (3.54%) MySQL
5 8 (2.57%) Hadoop
5 8 (2.57%) SQL Server Integration Services
6 6 (1.93%) BusinessObjects
6 6 (1.93%) Oracle Database
6 6 (1.93%) PostgreSQL
6 6 (1.93%) QlikView
6 6 (1.93%) RDBMS
7 5 (1.61%) Big Data
7 5 (1.61%) MongoDB
7 5 (1.61%) NoSQL
7 5 (1.61%) Oracle Reports
8 4 (1.29%) Apache Hive
8 4 (1.29%) Power BI
8 4 (1.29%) PowerCenter
8 4 (1.29%) SQL Server Analysis Services
9 3 (0.96%) Apache Cassandra
Development Applications
1 28 (9.00%) Git (software)
2 26 (8.36%) Jenkins
3 25 (8.04%) JIRA
4 7 (2.25%) Subversion
5 5 (1.61%) Oracle APEX
6 4 (1.29%) Visual Studio
7 3 (0.96%) AppVeyor
7 3 (0.96%) CircleCI
7 3 (0.96%) JMeter
7 3 (0.96%) JUnit
8 2 (0.64%) AppScan
8 2 (0.64%) Burp Suite
8 2 (0.64%) ERwin
8 2 (0.64%) HP UFT
8 2 (0.64%) LoadRunner
8 2 (0.64%) Maven
8 2 (0.64%) Mockito
8 2 (0.64%) Sonatype Nexus
8 2 (0.64%) Team Foundation Server
8 2 (0.64%) TeamCity
General
1 62 (19.94%) Finance
2 28 (9.00%) Banking
3 17 (5.47%) Legal
3 17 (5.47%) Retail
4 10 (3.22%) Marketing
5 8 (2.57%) Telecoms
6 7 (2.25%) Retail Banking
7 4 (1.29%) Military
8 3 (0.96%) Investment Banking
8 3 (0.96%) Private Banking
9 2 (0.64%) Billing
9 2 (0.64%) Law
9 2 (0.64%) Manufacturing
10 1 (0.32%) Back Office
10 1 (0.32%) Multimedia
10 1 (0.32%) Publishing
Job Titles
1 76 (24.44%) Analyst
2 41 (13.18%) Developer
3 40 (12.86%) User Researcher
4 24 (7.72%) Data Analyst
5 23 (7.40%) Business Analyst
6 17 (5.47%) Architect
7 12 (3.86%) Consultant
8 11 (3.54%) Project Manager
9 10 (3.22%) Applications Architect
10 7 (2.25%) Designer
10 7 (2.25%) Support Engineer
10 7 (2.25%) Technical Specialist
10 7 (2.25%) Unix Specialist
11 6 (1.93%) Java Developer
11 6 (1.93%) Solaris Specialist
12 5 (1.61%) 1st Line Engineer
12 5 (1.61%) 1st Line Support
12 5 (1.61%) Digital Analyst
12 5 (1.61%) Informatica Developer
12 5 (1.61%) Security Analyst
Libraries, Frameworks & Software Standards
1 22 (7.07%) .NET
2 19 (6.11%) HTML
2 19 (6.11%) Web Services
3 15 (4.82%) Node.js
4 11 (3.54%) XML
5 10 (3.22%) CSS
6 9 (2.89%) REST
7 8 (2.57%) Middleware
8 7 (2.25%) JSON
9 6 (1.93%) Elastic Stack
9 6 (1.93%) jQuery
9 6 (1.93%) Visualforce
10 5 (1.61%) ASP.NET
10 5 (1.61%) ASP.NET MVC
10 5 (1.61%) ASP.NET Web API
10 5 (1.61%) J2EE
10 5 (1.61%) SOAP
11 4 (1.29%) HTML5
12 3 (0.96%) CSS3
12 3 (0.96%) KnockoutJS
Miscellaneous
1 37 (11.90%) User Experience
2 25 (8.04%) Management Information System
3 15 (4.82%) NHS
4 8 (2.57%) Blog
4 8 (2.57%) Cyberthreat
5 7 (2.25%) Data Centre
5 7 (2.25%) Mainframe
6 6 (1.93%) Computer Science
6 6 (1.93%) PMI
7 5 (1.61%) Data Structures
7 5 (1.61%) Linux Command Line
8 4 (1.29%) Clustering
8 4 (1.29%) Enterprise Software
8 4 (1.29%) Self-Motivation
8 4 (1.29%) Virtual Team
9 3 (0.96%) Client/Server
9 3 (0.96%) Credit Risk
9 3 (0.96%) Mobile App
10 2 (0.64%) Minimum Viable Product
10 2 (0.64%) Social Media
Operating Systems
1 48 (15.43%) Unix
2 42 (13.50%) Linux
3 23 (7.40%) Windows
4 20 (6.43%) Apple iOS
5 18 (5.79%) Android
6 16 (5.14%) Solaris
7 12 (3.86%) Red Hat Enterprise Linux
8 8 (2.57%) AIX
9 6 (1.93%) CentOS
9 6 (1.93%) HPUX
9 6 (1.93%) Windows 10
10 5 (1.61%) Mac OS
11 2 (0.64%) Oracle Linux
12 1 (0.32%) SUSE
12 1 (0.32%) SUSE Linux Enterprise Server
12 1 (0.32%) Windows 7
12 1 (0.32%) Windows 8
12 1 (0.32%) Windows Server
12 1 (0.32%) Windows Server 2008
12 1 (0.32%) Windows Server 2012
Processes & Methodologies
1 137 (44.05%) Problem-Solving
2 108 (34.73%) Agile Software Development
3 45 (14.47%) Stakeholder Management
4 40 (12.86%) Analytics
5 34 (10.93%) Decision-Making
6 33 (10.61%) Continuous Improvement
7 31 (9.97%) Project Management
8 30 (9.65%) Data Modelling
9 27 (8.68%) Business Analysis
10 26 (8.36%) SDLC
11 25 (8.04%) Market Research
12 24 (7.72%) Psychology
12 24 (7.72%) Usability Testing
13 21 (6.75%) Collaborative Working
14 20 (6.43%) Business Intelligence
14 20 (6.43%) DevOps
15 19 (6.11%) Microservices
16 18 (5.79%) Test Automation
17 17 (5.47%) Mentoring
18 16 (5.14%) Qualitative Research
Programming Languages
1 41 (13.18%) Java
2 40 (12.86%) SQL
3 18 (5.79%) PHP
4 17 (5.47%) JavaScript
5 14 (4.50%) Python
6 8 (2.57%) C#
6 8 (2.57%) Shell Script
7 7 (2.25%) Perl
7 7 (2.25%) PL/SQL
8 6 (1.93%) Apex Code
8 6 (1.93%) SOQL
8 6 (1.93%) T-SQL
9 3 (0.96%) R
9 3 (0.96%) Ruby
9 3 (0.96%) Scala
10 2 (0.64%) Bash Shell
10 2 (0.64%) COBOL
10 2 (0.64%) VBA
11 1 (0.32%) Delphi
11 1 (0.32%) VB
Qualifications
1 62 (19.94%) Degree
2 19 (6.11%) Security Cleared
3 17 (5.47%) SC Cleared
4 8 (2.57%) CISMP
4 8 (2.57%) CISSP
5 7 (2.25%) PMI Certification
6 6 (1.93%) CRISC
6 6 (1.93%) ISEB
7 4 (1.29%) ISTQB
8 3 (0.96%) BPSS Clearance
8 3 (0.96%) CISA
8 3 (0.96%) CISM
8 3 (0.96%) CSSLP
8 3 (0.96%) DBS Check
8 3 (0.96%) GIAC
8 3 (0.96%) GSSP-.NET
8 3 (0.96%) GSSP-JAVA
8 3 (0.96%) GWAPT
8 3 (0.96%) ISACA
8 3 (0.96%) SANS
Quality Assurance & Compliance
1 20 (6.43%) SLA
2 16 (5.14%) Data Quality
3 14 (4.50%) QA
4 8 (2.57%) Sarbanes-Oxley
5 5 (1.61%) GDPR
5 5 (1.61%) PMO
6 3 (0.96%) ISO/IEC 27001
7 2 (0.64%) WCAG
8 1 (0.32%) Disclosure Scotland
8 1 (0.32%) PCI DSS
System Software
1 6 (1.93%) Active Directory
2 5 (1.61%) Docker
3 2 (0.64%) Virtual Machines
4 1 (0.32%) Apache Flume
4 1 (0.32%) vSphere
4 1 (0.32%) XenApp
4 1 (0.32%) XenServer
Systems Management
1 7 (2.25%) Puppet
1 7 (2.25%) Systems Management Server (SMS)
2 6 (1.93%) BladeLogic
3 4 (1.29%) Marathon
3 4 (1.29%) Mesos
3 4 (1.29%) Salt
4 3 (0.96%) Ambari
4 3 (0.96%) Ansible
4 3 (0.96%) Opscode Chef
4 3 (0.96%) QRadar
5 2 (0.64%) Control-M
5 2 (0.64%) Nessus
5 2 (0.64%) Tivoli
5 2 (0.64%) Tivoli Storage Manager
6 1 (0.32%) Grafana
6 1 (0.32%) HP ALM
6 1 (0.32%) McAfee ePO
6 1 (0.32%) NetBackup
6 1 (0.32%) Oracle Identity Management
6 1 (0.32%) Oracle Identity Manager
Vendors
1 47 (15.11%) Oracle
2 24 (7.72%) Microsoft
3 13 (4.18%) HP
3 13 (4.18%) IBM
4 12 (3.86%) Xamarin
5 11 (3.54%) SAP
6 9 (2.89%) Informatica
6 9 (2.89%) Red Hat
7 7 (2.25%) Salesforce.com
8 6 (1.93%) Atlassian
8 6 (1.93%) Google
9 5 (1.61%) F5
9 5 (1.61%) ServiceNow
9 5 (1.61%) Tableau
10 4 (1.29%) Brocade
10 4 (1.29%) Xerox
11 3 (0.96%) Citrix
11 3 (0.96%) Cognos
11 3 (0.96%) Intel
11 3 (0.96%) Sitecore