Period
to 20 August 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 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
England > Yorkshire
6 months to
20 Aug 2018
Same period 2017 Same period 2016
Rank 29 29 22
Rank change year-on-year 0 -7 +7
Contract jobs citing Analytical Skills 300 257 426
As % of all contract IT jobs advertised in Yorkshire 6.12% 6.07% 7.38%
As % of the Miscellaneous category 20.89% 19.05% 22.49%
Number of daily rates quoted 195 163 303
Yorkshire median daily rate £425 £400 £425
Median daily rate % change year-on-year +6.25% -5.88% +13.33%
10th Percentile £231 £250 £301
90th Percentile £575 £615 £599
England median daily rate £433 £450 £425
% change year-on-year -3.89% +5.88% +6.25%
Number of hourly rates quoted 20 1 6
Yorkshire median hourly rate £17.50 £55.00 £15.91
Median hourly rate % change year-on-year -68.18% +245.80% +59.05%
10th Percentile £12.86 £55.00 £13.41
90th Percentile £25.00 £55.00 £28.50
England median hourly rate £17.50 £22.00 £18.00
% change year-on-year -20.45% +22.22% -2.76%

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 1,436 1,349 1,894
As % of all contract IT jobs advertised in Yorkshire 29.31% 31.88% 32.80%
Number of daily rates quoted 924 845 1,213
Yorkshire median daily rate £400 £400 £400
10th Percentile £268 £263 £263
90th Percentile £569 £556 £565
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +3.03%
Number of hourly rates quoted 53 47 53
Yorkshire median hourly rate £17.50 £13.00 £13.70
Median hourly rate % change year-on-year +34.62% -5.11% +5.38%
10th Percentile £10.90 £9.11 £9.52
90th Percentile £35.00 £26.25 £19.80
England median hourly rate £21.50 £20.00 £20.00
% change year-on-year +7.50% - +8.11%

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 20 August 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 20 August 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 20 August 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 -2 201 £425 +13.33% 58
South Yorkshire +2 73 £400 -19.03% 10
North Yorkshire +4 14 £400 +6.67% 7
East Yorkshire +10 9 £458 +22.00% 3
Analytical Skills
England

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 Yorkshire region with a requirement for Analytical Skills.

1 131 (43.67%) Problem-Solving
2 96 (32.00%) Agile Software Development
3 72 (24.00%) Finance
4 56 (18.67%) Degree
5 48 (16.00%) SQL
6 44 (14.67%) Stakeholder Management
7 40 (13.33%) Oracle
7 40 (13.33%) Analytics
8 36 (12.00%) Unix
8 36 (12.00%) Linux
9 35 (11.67%) Java
9 35 (11.67%) Microsoft
10 33 (11.00%) Business Analysis
10 33 (11.00%) Decision-Making
11 31 (10.33%) SDLC
12 29 (9.67%) SMS
13 27 (9.00%) Project Management
13 27 (9.00%) Continuous Improvement
14 26 (8.67%) Relational Database
15 25 (8.33%) Microsoft Office
15 25 (8.33%) Web Services
16 24 (8.00%) Windows
16 24 (8.00%) User Acceptance Testing
17 23 (7.67%) Python
17 23 (7.67%) Microsoft Excel
17 23 (7.67%) Business Intelligence
17 23 (7.67%) Management Information System
17 23 (7.67%) User Experience
18 22 (7.33%) Legal
18 22 (7.33%) SQL Server

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 16 (5.33%) SAS
2 12 (4.00%) Tomcat
3 10 (3.33%) SharePoint
4 7 (2.33%) WebLogic
5 6 (2.00%) SharePoint Server
5 6 (2.00%) WebSphere
6 5 (1.67%) Confluence
6 5 (1.67%) JBoss
7 4 (1.33%) WebSphere Application Server
8 3 (1.00%) Apache
8 3 (1.00%) IBM HTTP Server
8 3 (1.00%) Mule
8 3 (1.00%) nginx
8 3 (1.00%) Oracle SOA Suite
9 2 (0.67%) Anypoint
9 2 (0.67%) Jetty
9 2 (0.67%) Oracle HTTP Server
9 2 (0.67%) WebLogic Portal
9 2 (0.67%) WildFly
10 1 (0.33%) MS Exchange
Applications
1 25 (8.33%) Microsoft Office
2 23 (7.67%) Microsoft Excel
3 6 (2.00%) Microsoft Project
3 6 (2.00%) Spreadsheet
4 3 (1.00%) Microsoft PowerPoint
5 2 (0.67%) MS Visio
Business Applications
1 3 (1.00%) Dynamics CRM
1 3 (1.00%) Oracle Retail
2 2 (0.67%) Oracle EBS
3 1 (0.33%) Aareon QL
3 1 (0.33%) Dynamics AX
3 1 (0.33%) Dynamics NAV
3 1 (0.33%) JDE EnterpriseOne
3 1 (0.33%) NetSuite
3 1 (0.33%) Oracle Assets
3 1 (0.33%) Oracle Payables
3 1 (0.33%) Oracle Receivables
Cloud Services
1 15 (5.00%) Amazon AWS
2 8 (2.67%) Force.com
2 8 (2.67%) Microsoft Azure
2 8 (2.67%) Salesforce Service Cloud
3 7 (2.33%) Office 365
4 5 (1.67%) Amazon S3
5 4 (1.33%) Cloud Computing
6 3 (1.00%) Amazon EC2
6 3 (1.00%) Amazon EMR
6 3 (1.00%) Amazon Glacier
6 3 (1.00%) Dynamics 365
6 3 (1.00%) Google Analytics
6 3 (1.00%) PaaS
6 3 (1.00%) SaaS
6 3 (1.00%) Slack
6 3 (1.00%) Virtual Private Cloud
7 1 (0.33%) AWS Lambda
7 1 (0.33%) GitHub
7 1 (0.33%) IaaS
7 1 (0.33%) Serverless
Communications & Networking
1 29 (9.67%) SMS
2 6 (2.00%) Internet
3 5 (1.67%) HTTP
4 3 (1.00%) Firewall
4 3 (1.00%) SSL
5 2 (0.67%) LAN
6 1 (0.33%) ATM
6 1 (0.33%) BGP
6 1 (0.33%) Cisco ASA
6 1 (0.33%) Cisco IOS
6 1 (0.33%) F5 BIG-IP GTM
6 1 (0.33%) F5 BIG-IP LTM
6 1 (0.33%) Kerberos
6 1 (0.33%) Network Security
6 1 (0.33%) OSPF
6 1 (0.33%) Skype
6 1 (0.33%) WAN
Database & Business Intelligence
1 26 (8.67%) Relational Database
2 22 (7.33%) SQL Server
3 13 (4.33%) Hadoop
4 10 (3.33%) Data Warehouse
4 10 (3.33%) MySQL
4 10 (3.33%) QlikView
5 9 (3.00%) MS Access
6 8 (2.67%) SQL Server Integration Services
7 7 (2.33%) NoSQL
7 7 (2.33%) PostgreSQL
8 6 (2.00%) Big Data
8 6 (2.00%) Oracle Database
8 6 (2.00%) Spotfire
9 5 (1.67%) BusinessObjects
9 5 (1.67%) MongoDB
9 5 (1.67%) Oracle Reports
9 5 (1.67%) Power BI
9 5 (1.67%) RDBMS
10 4 (1.33%) Apache Cassandra
10 4 (1.33%) HBase
Development Applications
1 22 (7.33%) Git (software)
2 16 (5.33%) JIRA
3 15 (5.00%) Jenkins
4 6 (2.00%) Oracle APEX
4 6 (2.00%) Subversion
5 4 (1.33%) Maven
5 4 (1.33%) Team Foundation Server
6 3 (1.00%) Eclipse
6 3 (1.00%) Gradle
6 3 (1.00%) IntelliJ
6 3 (1.00%) JUnit
6 3 (1.00%) Visual Studio
7 2 (0.67%) Ant
7 2 (0.67%) AppScan
7 2 (0.67%) Atlassian Bamboo
7 2 (0.67%) Balsamiq Mockups
7 2 (0.67%) Oracle Forms
7 2 (0.67%) ProC
8 1 (0.33%) Cucumber
8 1 (0.33%) Rational Application Developer
General
1 72 (24.00%) Finance
2 22 (7.33%) Legal
3 16 (5.33%) Banking
4 15 (5.00%) Marketing
5 14 (4.67%) Retail
6 9 (3.00%) Telecoms
7 5 (1.67%) Retail Banking
8 3 (1.00%) Law
8 3 (1.00%) Manufacturing
9 2 (0.67%) Pharmaceutical
10 1 (0.33%) Back Office
10 1 (0.33%) German Language
10 1 (0.33%) Military
10 1 (0.33%) Multimedia
10 1 (0.33%) Private Banking
Job Titles
1 87 (29.00%) Analyst
2 42 (14.00%) Developer
3 30 (10.00%) Business Analyst
4 29 (9.67%) Data Analyst
5 25 (8.33%) User Researcher
6 18 (6.00%) Consultant
7 15 (5.00%) Architect
8 10 (3.33%) Project Manager
9 8 (2.67%) Digital Analyst
9 8 (2.67%) Financial Analyst
9 8 (2.67%) Support Engineer
9 8 (2.67%) Test Analyst
10 7 (2.33%) Designer
10 7 (2.33%) Salesforce Developer
11 6 (2.00%) 1st Line Engineer
11 6 (2.00%) 1st Line Support
11 6 (2.00%) 1st Line Support Engineer
11 6 (2.00%) Administrator
11 6 (2.00%) IT Analyst
11 6 (2.00%) Security Consultant
Libraries, Frameworks & Software Standards
1 25 (8.33%) Web Services
2 15 (5.00%) HTML
3 13 (4.33%) .NET
3 13 (4.33%) CSS
4 9 (3.00%) Middleware
4 9 (3.00%) XML
5 8 (2.67%) JSON
5 8 (2.67%) Node.js
5 8 (2.67%) REST
5 8 (2.67%) Visualforce
6 6 (2.00%) J2EE
6 6 (2.00%) SOAP
7 5 (1.67%) Kafka
7 5 (1.67%) RabbitMQ
8 4 (1.33%) CSS3
8 4 (1.33%) Elastic Stack
8 4 (1.33%) HTML5
9 3 (1.00%) ActiveMQ
9 3 (1.00%) AngularJS
9 3 (1.00%) RESTful
Miscellaneous
1 23 (7.67%) Management Information System
1 23 (7.67%) User Experience
2 16 (5.33%) NHS
3 10 (3.33%) Virtual Team
4 9 (3.00%) Data Centre
5 8 (2.67%) Blog
6 6 (2.00%) Linux Command Line
7 5 (1.67%) Cyberthreat
8 4 (1.33%) Computer Science
8 4 (1.33%) Mobile App
8 4 (1.33%) Self-Motivation
9 3 (1.00%) Data Structures
9 3 (1.00%) Driving Licence
9 3 (1.00%) Mainframe
10 2 (0.67%) Client/Server
10 2 (0.67%) iSeries
10 2 (0.67%) Replication
11 1 (0.33%) PMI
11 1 (0.33%) Smart Meter
11 1 (0.33%) Social Media
Operating Systems
1 36 (12.00%) Linux
1 36 (12.00%) Unix
2 24 (8.00%) Windows
3 17 (5.67%) Apple iOS
4 13 (4.33%) Android
5 11 (3.67%) Solaris
6 10 (3.33%) Red Hat Enterprise Linux
7 8 (2.67%) Mac OS
8 7 (2.33%) Windows 10
9 4 (1.33%) AIX
10 3 (1.00%) CentOS
10 3 (1.00%) HPUX
11 2 (0.67%) Oracle Linux
12 1 (0.33%) Windows 7
12 1 (0.33%) Windows 8
12 1 (0.33%) Windows Server
12 1 (0.33%) Windows Server 2008
12 1 (0.33%) Windows Server 2012
Processes & Methodologies
1 131 (43.67%) Problem-Solving
2 96 (32.00%) Agile Software Development
3 44 (14.67%) Stakeholder Management
4 40 (13.33%) Analytics
5 33 (11.00%) Business Analysis
5 33 (11.00%) Decision-Making
6 31 (10.33%) SDLC
7 27 (9.00%) Continuous Improvement
7 27 (9.00%) Project Management
8 24 (8.00%) User Acceptance Testing
9 23 (7.67%) Business Intelligence
10 21 (7.00%) Information Security
11 20 (6.67%) Data Modelling
11 20 (6.67%) Market Research
11 20 (6.67%) Psychology
11 20 (6.67%) Usability Testing
12 18 (6.00%) ETL
13 17 (5.67%) Mentoring
14 16 (5.33%) Data Analysis
14 16 (5.33%) Waterfall
Programming Languages
1 48 (16.00%) SQL
2 35 (11.67%) Java
3 23 (7.67%) Python
4 15 (5.00%) JavaScript
5 9 (3.00%) Apex Code
5 9 (3.00%) Shell Script
6 8 (2.67%) PHP
6 8 (2.67%) R
6 8 (2.67%) SOQL
7 6 (2.00%) Perl
7 6 (2.00%) PL/SQL
8 4 (1.33%) C#
8 4 (1.33%) Ruby
9 3 (1.00%) C
9 3 (1.00%) COBOL
9 3 (1.00%) Scala
9 3 (1.00%) T-SQL
10 2 (0.67%) Delphi
10 2 (0.67%) VBA
11 1 (0.33%) VB
Qualifications
1 56 (18.67%) Degree
2 21 (7.00%) Security Cleared
3 16 (5.33%) SC Cleared
4 13 (4.33%) CISSP
5 9 (3.00%) CISM
6 8 (2.67%) CISMP
7 7 (2.33%) CRISC
7 7 (2.33%) DBS Check
8 5 (1.67%) ISEB
9 4 (1.33%) BPSS Clearance
9 4 (1.33%) ISTQB
9 4 (1.33%) SANS
10 3 (1.00%) CISA
10 3 (1.00%) CSSLP
10 3 (1.00%) GIAC
10 3 (1.00%) GSSP-.NET
10 3 (1.00%) GSSP-JAVA
10 3 (1.00%) GWAPT
10 3 (1.00%) ISACA
11 2 (0.67%) PMI Certification
Quality Assurance & Compliance
1 12 (4.00%) Data Quality
2 11 (3.67%) SLA
3 8 (2.67%) ISO/IEC 27001
3 8 (2.67%) QA
4 7 (2.33%) GxP
5 5 (1.67%) PMO
5 5 (1.67%) Sarbanes-Oxley
6 4 (1.33%) GDPR
7 3 (1.00%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 3 (1.00%) PCI DSS
8 2 (0.67%) Disclosure Scotland
9 1 (0.33%) ISAE 3402
9 1 (0.33%) WCAG
System Software
1 7 (2.33%) Active Directory
2 2 (0.67%) BitLocker
2 2 (0.67%) Docker
2 2 (0.67%) Oracle RAC
3 1 (0.33%) Apache Flume
3 1 (0.33%) vSphere
3 1 (0.33%) XenApp
3 1 (0.33%) XenServer
Systems Management
1 6 (2.00%) Ansible
1 6 (2.00%) BladeLogic
1 6 (2.00%) Opscode Chef
1 6 (2.00%) Systems Management Server (SMS)
2 5 (1.67%) Puppet
3 2 (0.67%) Aspera SmartTrack
3 2 (0.67%) Control-M
3 2 (0.67%) Data Guard
3 2 (0.67%) Failover Clustering
3 2 (0.67%) McAfee ePO
3 2 (0.67%) Nessus
3 2 (0.67%) Oracle RMAN
3 2 (0.67%) QRadar
3 2 (0.67%) SCCM
3 2 (0.67%) Terraform
4 1 (0.33%) Grafana
4 1 (0.33%) Marathon
4 1 (0.33%) NetBackup
4 1 (0.33%) Oracle Identity Management
4 1 (0.33%) Oracle Identity Manager
Vendors
1 40 (13.33%) Oracle
2 35 (11.67%) Microsoft
3 12 (4.00%) HP
4 10 (3.33%) Salesforce.com
5 9 (3.00%) SAP
5 9 (3.00%) ServiceNow
5 9 (3.00%) Tableau
6 8 (2.67%) IBM
7 7 (2.33%) Informatica
8 6 (2.00%) Atlassian
8 6 (2.00%) Datameer
8 6 (2.00%) Teradata
8 6 (2.00%) Xamarin
9 4 (1.33%) Adobe
9 4 (1.33%) McAfee
9 4 (1.33%) Red Hat
9 4 (1.33%) Splunk
10 3 (1.00%) Cisco
10 3 (1.00%) Citrix
10 3 (1.00%) Cognos