Period
to 2 June 2020

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 2 June 2020 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
2 Jun 2020
Same period 2019 Same period 2018
Rank 33 40 24
Rank change year-on-year +7 -16 +6
Contract jobs citing Analytical Skills 107 232 318
As % of all contract jobs advertised in Yorkshire 5.20% 5.19% 6.44%
As % of the Miscellaneous category 17.74% 18.68% 22.88%
Number of daily rates quoted 49 140 237
Median daily rate £405 £400 £425
Median daily rate % change year-on-year +1.25% -5.88% +6.25%
10th Percentile £253 £202 £224
90th Percentile £650 £500 £575
England median daily rate £450 £450 £435
% change year-on-year - +3.45% -
Number of hourly rates quoted 23 23 11
Median hourly rate £19.40 £15.50 £17.51
Median hourly rate % change year-on-year +25.16% -11.48% -32.96%
10th Percentile £16.75 £9.00 £14.00
90th Percentile £54.00 £25.25 £20.00
England median hourly rate £27.00 £19.50 £18.51
% change year-on-year +38.46% +5.38% -19.54%

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 603 1,242 1,390
As % of all contract IT jobs advertised in Yorkshire 29.33% 27.80% 28.15%
Number of daily rates quoted 326 775 908
Median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25% -
10th Percentile £248 £232 £263
90th Percentile £600 £563 £549
England median daily rate £475 £475 £470
% change year-on-year - +1.06% +4.44%
Number of hourly rates quoted 64 98 49
Median hourly rate £17.50 £16.86 £17.53
Median hourly rate % change year-on-year +3.80% -3.82% +34.85%
10th Percentile £11.19 £10.67 £9.81
90th Percentile £34.25 £31.25 £46.40
Median hourly rate £27.50 £20.86 £22.50
% change year-on-year +31.86% -7.31% +15.38%

Analytical Skills
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Analytical Skills in Yorkshire

Analytical Skills
Contractor Daily Rate Trend in Yorkshire

3-month moving average daily rate quoted in jobs citing Analytical Skills in Yorkshire.

Daily rate trend for Analytical Skills in Yorkshire

Analytical Skills
Daily Rate Histogram in Yorkshire

Daily rate distribution for jobs citing Analytical Skills in Yorkshire over the 6 months to 2 June 2020.

Daily rate histogram for Analytical Skills in Yorkshire

Analytical Skills
Contractor Hourly Rate Trend in Yorkshire

3-month moving average hourly rates quoted in jobs citing Analytical Skills in Yorkshire.

Hourly rate trend for Analytical Skills in Yorkshire

Analytical Skills
Hourly Rate Histogram in Yorkshire

Hourly rate distribution of jobs citing Analytical Skills in Yorkshire over the 6 months to 2 June 2020.

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 2 June 2020. 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 +1 76 £380 -3.00% 10
South Yorkshire +13 14 £344 -23.61% 2
North Yorkshire -2 13 £475 +1.33% 4
East Yorkshire +2 1 - - 1
Analytical Skills
England

For the 6 months to 2 June 2020, 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 42 (39.25%) Problem-Solving
2 35 (32.71%) Microsoft
3 28 (26.17%) Finance
4 27 (25.23%) SQL
5 25 (23.36%) Agile Software Development
6 21 (19.63%) SQL Server
6 21 (19.63%) Microsoft Office
7 20 (18.69%) Business Intelligence
8 19 (17.76%) Project Management
9 18 (16.82%) Microsoft Excel
9 18 (16.82%) Degree
10 17 (15.89%) Public Sector
11 16 (14.95%) Management Information System
11 16 (14.95%) Stakeholder Management
12 15 (14.02%) Windows
13 14 (13.08%) Java
14 13 (12.15%) NHS
15 12 (11.21%) Oracle
16 11 (10.28%) Git (software)
17 10 (9.35%) Relational Database
17 10 (9.35%) Power BI
17 10 (9.35%) Project Delivery
17 10 (9.35%) Power Platform
17 10 (9.35%) ITIL
17 10 (9.35%) Python
18 9 (8.41%) TIBCO
18 9 (8.41%) BusinessWorks
18 9 (8.41%) Change Management
18 9 (8.41%) JMS
18 9 (8.41%) HTTP

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 4 (3.74%) SharePoint
2 3 (2.80%) MS Exchange
2 3 (2.80%) SAS
3 2 (1.87%) IIS
4 1 (0.93%) Apache
4 1 (0.93%) Apache Spark
4 1 (0.93%) CMS
4 1 (0.93%) Confluence
4 1 (0.93%) Exchange Server 2010
4 1 (0.93%) Exchange Server 2013
4 1 (0.93%) NetWeaver
Applications
1 21 (19.63%) Microsoft Office
2 18 (16.82%) Microsoft Excel
3 6 (5.61%) Microsoft PowerPoint
4 4 (3.74%) Microsoft Project
5 3 (2.80%) Spreadsheet
6 2 (1.87%) MS Visio
7 1 (0.93%) SPSS
7 1 (0.93%) Stata
Business Applications
1 9 (8.41%) BusinessWorks
2 1 (0.93%) Payment Gateway
2 1 (0.93%) SAP FI
Cloud Services
1 10 (9.35%) Power Platform
2 4 (3.74%) Azure
2 4 (3.74%) Office 365
3 3 (2.80%) Google Sheets
4 1 (0.93%) AWS
4 1 (0.93%) Cloud Computing
Communications & Networking
1 9 (8.41%) HTTP
2 1 (0.93%) Cisco Nexus
2 1 (0.93%) DHCP
2 1 (0.93%) DNS
2 1 (0.93%) Firewall
2 1 (0.93%) Intelligent Network
2 1 (0.93%) Intrusion Detection
2 1 (0.93%) IP Telephony
2 1 (0.93%) LAN
2 1 (0.93%) PABX
2 1 (0.93%) WAN
2 1 (0.93%) Wi-Fi
Database & Business Intelligence
1 21 (19.63%) SQL Server
2 10 (9.35%) Power BI
2 10 (9.35%) Relational Database
3 7 (6.54%) RDBMS
3 7 (6.54%) Spotfire
3 7 (6.54%) SQL Server Integration Services
4 6 (5.61%) Qlik Sense
4 6 (5.61%) QlikView
4 6 (5.61%) SQL Server Reporting Services
5 5 (4.67%) Data Warehouse
6 2 (1.87%) Big Data
6 2 (1.87%) Crystal Reports
6 2 (1.87%) Hadoop
7 1 (0.93%) Data Lake
7 1 (0.93%) Geospatial Data
7 1 (0.93%) MongoDB
7 1 (0.93%) NoSQL
7 1 (0.93%) Oracle Database
7 1 (0.93%) SAS Enterprise Guide
7 1 (0.93%) SQL Server Analysis Services
Development Applications
1 11 (10.28%) Git (software)
2 9 (8.41%) Jenkins
3 2 (1.87%) JIRA
3 2 (1.87%) SQL Server Management Studio (SSMS)
3 2 (1.87%) Team Foundation Server
4 1 (0.93%) Axure RP
4 1 (0.93%) Balsamiq
4 1 (0.93%) Octopus Deploy
4 1 (0.93%) RStudio
4 1 (0.93%) Subversion
4 1 (0.93%) TeamCity
General
1 28 (26.17%) Finance
2 17 (15.89%) Public Sector
3 9 (8.41%) Retail
4 6 (5.61%) Marketing
5 3 (2.80%) Banking
5 3 (2.80%) Law
5 3 (2.80%) Manufacturing
6 2 (1.87%) Publishing
6 2 (1.87%) Telecoms
7 1 (0.93%) Electronics
7 1 (0.93%) Humanities
7 1 (0.93%) Legal
7 1 (0.93%) Local Government
7 1 (0.93%) Retail Banking
7 1 (0.93%) Social Science
Job Titles
1 37 (34.58%) Analyst
2 17 (15.89%) Developer
3 13 (12.15%) Data Analyst
4 10 (9.35%) Business Analyst
5 9 (8.41%) TIBCO Developer
6 8 (7.48%) Project Manager
6 8 (7.48%) TIBCO BusinessWorks Developer
7 7 (6.54%) Information Analyst
8 6 (5.61%) Field Engineer
9 5 (4.67%) SQL Analyst
10 4 (3.74%) Computer Engineer
10 4 (3.74%) Field Hardware Engineer
10 4 (3.74%) Hardware Engineer
11 3 (2.80%) Agile Business Analyst
11 3 (2.80%) Architect
11 3 (2.80%) Business Intelligence Analyst
11 3 (2.80%) Business Intelligence Developer
11 3 (2.80%) Data Engineer
11 3 (2.80%) Printer Engineer
11 3 (2.80%) User Researcher
Libraries, Frameworks & Software Standards
1 9 (8.41%) JDBC
1 9 (8.41%) JMS
1 9 (8.41%) SOAP
1 9 (8.41%) TIBCO EMS
1 9 (8.41%) XML
2 8 (7.48%) Web Services
3 5 (4.67%) .NET
4 3 (2.80%) AngularJS
5 2 (1.87%) ASP.NET
5 2 (1.87%) Redux
6 1 (0.93%) Ajax
6 1 (0.93%) CSS
6 1 (0.93%) D3.js
6 1 (0.93%) HTML
6 1 (0.93%) HTML5
6 1 (0.93%) jQuery
6 1 (0.93%) JSON
6 1 (0.93%) Middleware
6 1 (0.93%) NumPy
6 1 (0.93%) SAP Basis
Miscellaneous
1 16 (14.95%) Management Information System
2 13 (12.15%) NHS
3 9 (8.41%) Algorithms
4 6 (5.61%) Driving Licence
4 6 (5.61%) User Experience
5 4 (3.74%) Self-Motivation
6 3 (2.80%) Data Structures
6 3 (2.80%) FMCG
7 2 (1.87%) Analytical Mindset
8 1 (0.93%) Cloud Native
8 1 (0.93%) Data Centre
8 1 (0.93%) Mainframe
8 1 (0.93%) Mobile App
8 1 (0.93%) Online Banking
8 1 (0.93%) PKI
8 1 (0.93%) PMI
8 1 (0.93%) Social Media
8 1 (0.93%) Virtual Team
Operating Systems
1 15 (14.02%) Windows
2 8 (7.48%) Linux
2 8 (7.48%) Unix
3 4 (3.74%) Windows Server
4 2 (1.87%) Windows 7
4 2 (1.87%) Windows Server 2008
4 2 (1.87%) Windows Server 2012
5 1 (0.93%) Android
5 1 (0.93%) Apple iOS
5 1 (0.93%) Windows 10
5 1 (0.93%) Windows Server 2016
5 1 (0.93%) Windows XP
Processes & Methodologies
1 42 (39.25%) Problem-Solving
2 25 (23.36%) Agile Software Development
3 20 (18.69%) Business Intelligence
4 19 (17.76%) Project Management
5 16 (14.95%) Stakeholder Management
6 10 (9.35%) ITIL
6 10 (9.35%) Project Delivery
7 9 (8.41%) Business Analysis
7 9 (8.41%) Change Management
7 9 (8.41%) Data Analysis
7 9 (8.41%) Integration Testing
7 9 (8.41%) Migration
7 9 (8.41%) Requirements Gathering
8 8 (7.48%) Data Management
8 8 (7.48%) Workshop Facilitation
9 6 (5.61%) Analytics
9 6 (5.61%) Data Modelling
9 6 (5.61%) Decision-Making
9 6 (5.61%) Incident Management
9 6 (5.61%) Risk Management
Programming Languages
1 27 (25.23%) SQL
2 14 (13.08%) Java
3 10 (9.35%) Python
4 9 (8.41%) XPath
5 5 (4.67%) R
6 4 (3.74%) C#
6 4 (3.74%) VBA
7 3 (2.80%) PowerShell
7 3 (2.80%) T-SQL
8 2 (1.87%) C
8 2 (1.87%) JavaScript
8 2 (1.87%) Kotlin
8 2 (1.87%) Objective-C
9 1 (0.93%) ABAP
9 1 (0.93%) COBOL
9 1 (0.93%) Perl
9 1 (0.93%) PL/SQL
9 1 (0.93%) Shell Script
9 1 (0.93%) VB
9 1 (0.93%) VB.NET
Qualifications
1 18 (16.82%) Degree
2 3 (2.80%) CISSP
2 3 (2.80%) Security Cleared
3 2 (1.87%) CCNA
3 2 (1.87%) Cisco Certification
3 2 (1.87%) CISM
3 2 (1.87%) ISEB
3 2 (1.87%) Microsoft Certification
3 2 (1.87%) SC Cleared
4 1 (0.93%) CCNP
4 1 (0.93%) CCSP
4 1 (0.93%) CEH
4 1 (0.93%) CISMP
4 1 (0.93%) HND
4 1 (0.93%) IIBA
4 1 (0.93%) ITIL Foundation Certificate
4 1 (0.93%) MCSD
4 1 (0.93%) PMI Certification
Quality Assurance & Compliance
1 4 (3.74%) Data Quality
2 2 (1.87%) PMO
3 1 (0.93%) GDPR
3 1 (0.93%) QA
System Software
1 4 (3.74%) Active Directory
2 2 (1.87%) Docker
3 1 (0.93%) Active Directory Lightweight Directory Services
3 1 (0.93%) Citrix Hypervisor
3 1 (0.93%) vSphere
3 1 (0.93%) XenApp
Systems Management
1 2 (1.87%) McAfee ePO
2 1 (0.93%) CSIRT
2 1 (0.93%) Puppet
2 1 (0.93%) QRadar
2 1 (0.93%) SCCM
Vendors
1 35 (32.71%) Microsoft
2 12 (11.21%) Oracle
3 9 (8.41%) TIBCO
4 7 (6.54%) Tableau
5 6 (5.61%) Fujitsu
6 5 (4.67%) Google
7 4 (3.74%) HP
8 3 (2.80%) SAP
9 2 (1.87%) Citrix
9 2 (1.87%) Databricks
9 2 (1.87%) IBM
9 2 (1.87%) McAfee
9 2 (1.87%) Salesforce.com
10 1 (0.93%) Apple
10 1 (0.93%) Atlassian
10 1 (0.93%) Capita
10 1 (0.93%) RedGate
10 1 (0.93%) Remedy
10 1 (0.93%) Splunk
10 1 (0.93%) Teradata