Period
to 17 January 2021

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 17 January 2021 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
17 Jan 2021
Same period 2020 Same period 2019
Rank 56 28 35
Rank change year-on-year -28 +7 -16
Contract jobs citing Analytical Skills 49 203 234
As % of all contract jobs advertised in Yorkshire 3.60% 6.38% 4.83%
As % of the Miscellaneous category 10.06% 20.32% 16.70%
Number of daily rates quoted 39 123 162
Median daily rate £438 £425 £400
Median daily rate % change year-on-year +2.94% +6.25% -
10th Percentile £301 £313 £216
90th Percentile £550 £575 £524
England median daily rate £473 £450 £450
% change year-on-year +5.00% - -
Number of hourly rates quoted 6 29 19
Median hourly rate £23.43 £18.90 £20.24
Median hourly rate % change year-on-year +23.94% -6.60% +33.52%
10th Percentile £16.60 £16.74 £14.20
90th Percentile £26.96 £59.75 £21.88
England median hourly rate £26.00 £23.00 £19.25
% change year-on-year +13.04% +19.48% -0.47%

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 487 999 1,401
As % of all contract IT jobs advertised in Yorkshire 35.76% 31.38% 28.92%
Number of daily rates quoted 324 633 890
Median daily rate £438 £425 £413
Median daily rate % change year-on-year +2.94% +3.03% +0.61%
10th Percentile £206 £275 £258
90th Percentile £600 £575 £538
England median daily rate £475 £470 £475
% change year-on-year +1.06% -1.05% +5.56%
Number of hourly rates quoted 38 93 69
Median hourly rate £24.00 £18.00 £16.50
Median hourly rate % change year-on-year +33.33% +9.09% +3.13%
10th Percentile £12.05 £10.16 £10.40
90th Percentile £30.85 £28.60 £24.85
Median hourly rate £26.27 £21.78 £20.00
% change year-on-year +20.62% +8.90% -

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 17 January 2021.

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 17 January 2021.

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 17 January 2021. 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 -28 30 £450 +5.88% 33
North Yorkshire +13 11 £438 -32.69% 8
South Yorkshire -2 9 £417 +4.13% 7
Analytical Skills
England

For the 6 months to 17 January 2021, 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 15 (30.61%) Agile Software Development
2 12 (24.49%) Problem-Solving
3 11 (22.45%) Microsoft
4 10 (20.41%) SQL
5 9 (18.37%) Business Intelligence
5 9 (18.37%) Finance
5 9 (18.37%) Stakeholder Management
6 7 (14.29%) Python
6 7 (14.29%) SQL Server
6 7 (14.29%) Process Improvement
6 7 (14.29%) Decision-Making
7 6 (12.24%) Data Quality
7 6 (12.24%) Tableau
7 6 (12.24%) Continuous Improvement
7 6 (12.24%) Data Warehouse
7 6 (12.24%) NHS
8 5 (10.20%) Validation
8 5 (10.20%) Business Analysis
8 5 (10.20%) SAP
8 5 (10.20%) ITIL
8 5 (10.20%) Change Control
8 5 (10.20%) Analytics
8 5 (10.20%) Data Architecture
8 5 (10.20%) Azure
8 5 (10.20%) Power BI
8 5 (10.20%) IT Strategy
8 5 (10.20%) Power Platform
8 5 (10.20%) Public Sector
9 4 (8.16%) Databricks
9 4 (8.16%) Business Process Modelling

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 3 (6.12%) SAS
2 2 (4.08%) Confluence
3 1 (2.04%) ArcGIS
Applications
1 2 (4.08%) Microsoft Excel
1 2 (4.08%) Spreadsheet
2 1 (2.04%) Microsoft Office
2 1 (2.04%) SPSS
Business Applications
1 2 (4.08%) BASE24
2 1 (2.04%) Remedy ITSM
2 1 (2.04%) Sparx Enterprise Architect
Cloud Services
1 5 (10.20%) Azure
1 5 (10.20%) Power Platform
2 3 (6.12%) Azure Data Factory
2 3 (6.12%) Azure Machine Learning
3 2 (4.08%) AWS
3 2 (4.08%) GCP
3 2 (4.08%) Office 365
4 1 (2.04%) Apigee
4 1 (2.04%) GitHub
4 1 (2.04%) OpenShift
4 1 (2.04%) SaaS
Communications & Networking
1 2 (4.08%) ATM
Database & Business Intelligence
1 7 (14.29%) SQL Server
2 6 (12.24%) Data Warehouse
2 6 (12.24%) Tableau
3 5 (10.20%) Power BI
4 4 (8.16%) SQL Server Analysis Services
4 4 (8.16%) SQL Server Integration Services
4 4 (8.16%) SQL Server Reporting Services
5 3 (6.12%) Data Lake
5 3 (6.12%) Oracle Database
5 3 (6.12%) Qlik Sense
5 3 (6.12%) QlikView
6 2 (4.08%) Data Mining
6 2 (4.08%) Geospatial Data
6 2 (4.08%) RDBMS
6 2 (4.08%) Relational Database
7 1 (2.04%) Data Vault
7 1 (2.04%) GIS
7 1 (2.04%) Oracle ODI
7 1 (2.04%) SAS Enterprise Guide
7 1 (2.04%) Star Schema
Development Applications
1 4 (8.16%) JIRA
2 3 (6.12%) SQL Server Management Studio (SSMS)
3 2 (4.08%) Git (software)
3 2 (4.08%) Selenium
3 2 (4.08%) VersaTest
4 1 (2.04%) RStudio
General
1 9 (18.37%) Finance
2 5 (10.20%) Public Sector
3 3 (6.12%) Banking
3 3 (6.12%) Telecoms
4 2 (4.08%) Billing
5 1 (2.04%) Law
5 1 (2.04%) Local Government
5 1 (2.04%) Marketing
Job Titles
1 19 (38.78%) Analyst
2 6 (12.24%) Business Analyst
2 6 (12.24%) Developer
3 4 (8.16%) Information Analyst
3 4 (8.16%) ServiceNow Developer
4 3 (6.12%) Architect
4 3 (6.12%) Azure Engineer
4 3 (6.12%) Business Intelligence Analyst
4 3 (6.12%) Data Analyst
4 3 (6.12%) Data Engineer
4 3 (6.12%) SAP Manager
4 3 (6.12%) Senior Analyst
4 3 (6.12%) Service Assurance Manager
4 3 (6.12%) Service Manager
5 2 (4.08%) Business Intelligence Developer
5 2 (4.08%) Data Architect
5 2 (4.08%) DBA
5 2 (4.08%) Microsoft Developer
5 2 (4.08%) Senior Business Analyst
5 2 (4.08%) Test Analyst
Libraries, Frameworks & Software Standards
1 3 (6.12%) Web Services
2 1 (2.04%) .NET
2 1 (2.04%) JSON
2 1 (2.04%) Leaflet
2 1 (2.04%) Natural Language Processing
2 1 (2.04%) SOAP
2 1 (2.04%) Spring Boot
2 1 (2.04%) XML
Miscellaneous
1 6 (12.24%) NHS
2 3 (6.12%) Data Structures
3 2 (4.08%) Chip Card
3 2 (4.08%) EMV
3 2 (4.08%) Greenfield Project
3 2 (4.08%) Self-Motivation
3 2 (4.08%) User Experience
4 1 (2.04%) Algorithms
4 1 (2.04%) BYOD
4 1 (2.04%) Driving Licence
4 1 (2.04%) Enterprise Software
4 1 (2.04%) Reference Data
4 1 (2.04%) Social Media
4 1 (2.04%) Virtual Team
Operating Systems
1 2 (4.08%) Windows
2 1 (2.04%) AIX
Processes & Methodologies
1 15 (30.61%) Agile Software Development
2 12 (24.49%) Problem-Solving
3 9 (18.37%) Business Intelligence
3 9 (18.37%) Stakeholder Management
4 7 (14.29%) Decision-Making
4 7 (14.29%) Process Improvement
5 6 (12.24%) Continuous Improvement
6 5 (10.20%) Analytics
6 5 (10.20%) Business Analysis
6 5 (10.20%) Change Control
6 5 (10.20%) Data Architecture
6 5 (10.20%) IT Strategy
6 5 (10.20%) ITIL
6 5 (10.20%) Validation
7 4 (8.16%) Business Process Modelling
7 4 (8.16%) Data Analysis
7 4 (8.16%) Data Strategy
7 4 (8.16%) GAP Analysis
7 4 (8.16%) Statistics
7 4 (8.16%) Supplier Management
Programming Languages
1 10 (20.41%) SQL
2 7 (14.29%) Python
3 4 (8.16%) PL/SQL
4 2 (4.08%) R
5 1 (2.04%) AWK
5 1 (2.04%) Bash Shell
5 1 (2.04%) COBOL
5 1 (2.04%) T-SQL
5 1 (2.04%) VB.NET
5 1 (2.04%) VBA
Qualifications
1 4 (8.16%) Degree
2 3 (6.12%) Security Cleared
3 2 (4.08%) SC Cleared
3 2 (4.08%) TOGAF Certification
4 1 (2.04%) BPSS Clearance
Quality Assurance & Compliance
1 6 (12.24%) Data Quality
2 3 (6.12%) QA
3 1 (2.04%) GDPR
3 1 (2.04%) PMO
3 1 (2.04%) SLA
System Software
1 2 (4.08%) Active Directory
2 1 (2.04%) Veritas Cluster Server
2 1 (2.04%) Veritas Volume Manager
Systems Management
1 2 (4.08%) HP Quality Center
2 1 (2.04%) Ansible
2 1 (2.04%) Oracle Enterprise Manager
2 1 (2.04%) Puppet
Vendors
1 11 (22.45%) Microsoft
2 5 (10.20%) SAP
3 4 (8.16%) Databricks
3 4 (8.16%) Oracle
3 4 (8.16%) ServiceNow
4 1 (2.04%) Google
4 1 (2.04%) IBM
4 1 (2.04%) OutSystems
4 1 (2.04%) Remedy
4 1 (2.04%) Salesforce Marketing Cloud
4 1 (2.04%) Salesforce.com
4 1 (2.04%) Sparx
4 1 (2.04%) Veritas