Period
to 15 December 2018

The following table provides summary statistics for contract job vacancies advertised in Yorkshire with a requirement for Data Analysis skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Analysis over the 6 months to 15 December 2018 with a comparison to the same period in 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.

Data Analysis
England > Yorkshire
6 months to
15 Dec 2018
Same period 2017 Same period 2016
Rank 108 126 131
Rank change year-on-year +18 +5 -21
Contract jobs citing Data Analysis 96 62 76
As % of all contract IT jobs advertised in Yorkshire 1.94% 1.39% 1.44%
As % of the Processes & Methodologies category 2.23% 1.63% 1.68%
Number of daily rates quoted 67 57 53
Yorkshire median daily rate £400 £425 £400
Median daily rate % change year-on-year -5.88% +6.25% +6.67%
10th Percentile £238 £280 £300
90th Percentile £475 £592 £510
England median daily rate £438 £450 £413
% change year-on-year -2.78% +9.09% -2.94%
Number of hourly rates quoted 11 1 4
Yorkshire median hourly rate £17.00 £22.50 £31.00
Median hourly rate % change year-on-year -24.44% -27.42% +195.24%
10th Percentile £12.47 £21.25 £19.55
90th Percentile £21.10 £23.75 £33.08
England median hourly rate £18.66 £19.30 £20.00
% change year-on-year -3.29% -3.53% -3.03%

Data Analysis is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Yorkshire
Contract vacancies with a requirement for process or methodology skills 4,301 3,802 4,513
As % of all contract IT jobs advertised in Yorkshire 86.94% 85.44% 85.22%
Number of daily rates quoted 2,935 2,512 2,926
Yorkshire median daily rate £413 £410 £400
Median daily rate % change year-on-year +0.61% +2.50% +6.67%
10th Percentile £281 £261 £260
90th Percentile £563 £550 £544
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% -
Number of hourly rates quoted 116 99 142
Yorkshire median hourly rate £17.00 £16.00 £14.57
Median hourly rate % change year-on-year +6.25% +9.85% +0.45%
10th Percentile £10.96 £10.50 £10.69
90th Percentile £41.50 £40.00 £34.83
England median hourly rate £22.20 £25.00 £23.10
% change year-on-year -11.22% +8.25% +4.98%

Data Analysis
Job Vacancy Trend in Yorkshire

Job postings citing Data Analysis as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Data Analysis in Yorkshire

Data Analysis
Contractor Daily Rate Trend in Yorkshire

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

Contractor daily rate trend for Data Analysis in Yorkshire

Data Analysis
Contractor Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing Data Analysis in Yorkshire over the 6 months to 15 December 2018.

Contractor daily rate histogram for Data Analysis in Yorkshire

Data Analysis
Contractor Hourly Rate Trend in Yorkshire

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

Contractor hourly rate trend for Data Analysis in Yorkshire

Data Analysis
Contractor Hourly Rate Histogram in Yorkshire

The hourly rate distribution of IT jobs citing Data Analysis in Yorkshire over the 6 months to 15 December 2018.

Contractor hourly rate histogram for Data Analysis in Yorkshire

Data Analysis
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 Data Analysis within the Yorkshire region over the 6 months to 15 December 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 +25 73 £405 -4.71% 9
South Yorkshire -10 18 £325 -23.53% 2
East Yorkshire +1 2 - - 1
North Yorkshire -3 2 £400 -20.00% 2
Data Analysis
England

For the 6 months to 15 December 2018, IT contractor jobs citing Data Analysis 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 Data Analysis.

1 46 (47.92%) SQL
2 36 (37.50%) Finance
3 26 (27.08%) Analytical Skills
4 24 (25.00%) Migration
4 24 (25.00%) Data Migration
5 23 (23.96%) Stakeholder Management
6 21 (21.88%) Microsoft
7 17 (17.71%) SAS
8 16 (16.67%) Analytics
9 15 (15.63%) Validation
9 15 (15.63%) SQL Server Reporting Services
10 13 (13.54%) Microsoft Excel
10 13 (13.54%) SQL Server
10 13 (13.54%) Data Cleansing
11 12 (12.50%) GDPR
11 12 (12.50%) Python
11 12 (12.50%) SharePoint
12 11 (11.46%) Data Warehouse
12 11 (11.46%) MS Access
12 11 (11.46%) Business Intelligence
12 11 (11.46%) Agile Software Development
13 10 (10.42%) Data Management
13 10 (10.42%) SQL Server Integration Services
13 10 (10.42%) ETL
13 10 (10.42%) Data Extraction
13 10 (10.42%) Data Architecture
13 10 (10.42%) Data Quality
14 9 (9.38%) Data Protection
14 9 (9.38%) Visualisation
14 9 (9.38%) R

Data Analysis
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 17 (17.71%) SAS
2 12 (12.50%) SharePoint
3 6 (6.25%) MS Exchange
4 3 (3.13%) ArcGIS
5 2 (2.08%) Confluence
6 1 (1.04%) Apache
6 1 (1.04%) Apache Spark
6 1 (1.04%) SharePoint Server
Applications
1 13 (13.54%) Microsoft Excel
2 6 (6.25%) Microsoft Office
3 2 (2.08%) Microsoft PowerPoint
3 2 (2.08%) MS Visio
4 1 (1.04%) Spreadsheet
Business Applications
1 2 (2.08%) Dynamics CRM
1 2 (2.08%) Sage 200
1 2 (2.08%) SAP S/4HANA
Cloud Services
1 2 (2.08%) Dynamics 365
2 1 (1.04%) Amazon AWS
2 1 (1.04%) Amazon S3
2 1 (1.04%) IBM Blueworks
2 1 (1.04%) Microsoft Azure
2 1 (1.04%) Slack
2 1 (1.04%) Trello
Communications & Networking
1 1 (1.04%) DNS
1 1 (1.04%) SSL
Database & Business Intelligence
1 15 (15.63%) SQL Server Reporting Services
2 13 (13.54%) SQL Server
3 11 (11.46%) Data Warehouse
3 11 (11.46%) MS Access
4 10 (10.42%) SQL Server Integration Services
5 8 (8.33%) Hadoop
5 8 (8.33%) QlikView
6 7 (7.29%) Data Mining
6 7 (7.29%) Spotfire
7 5 (5.21%) Power BI
8 4 (4.17%) Relational Database
9 3 (3.13%) GIS
9 3 (3.13%) QGIS
9 3 (3.13%) Spatial Data
10 2 (2.08%) OLTP
10 2 (2.08%) SAP HANA
11 1 (1.04%) BusinessObjects
11 1 (1.04%) Riak
11 1 (1.04%) SQL Server 2008
11 1 (1.04%) SQL Server Analysis Services
Development Applications
1 4 (4.17%) JIRA
2 2 (2.08%) Git (software)
General
1 36 (37.50%) Finance
2 9 (9.38%) Banking
3 4 (4.17%) Legal
3 4 (4.17%) Retail
4 3 (3.13%) Retail Banking
5 2 (2.08%) Advertising
6 1 (1.04%) Law
6 1 (1.04%) Marketing
Job Titles
1 62 (64.58%) Analyst
2 36 (37.50%) Data Analyst
3 13 (13.54%) Business Analyst
4 12 (12.50%) SQL Analyst
5 10 (10.42%) Developer
5 10 (10.42%) SQL Data Analyst
6 5 (5.21%) Administrator
6 5 (5.21%) ETL Analyst
6 5 (5.21%) SAS Analyst
7 4 (4.17%) Banking Analyst
7 4 (4.17%) Senior Analyst
8 3 (3.13%) Business Intelligence Analyst
8 3 (3.13%) Business Intelligence Developer
8 3 (3.13%) Data Manager
8 3 (3.13%) Data Migration Analyst
8 3 (3.13%) Data Warehouse Analyst
8 3 (3.13%) Junior
8 3 (3.13%) Junior Analyst
8 3 (3.13%) SAS Data Analyst
8 3 (3.13%) Test Analyst
Libraries, Frameworks & Software Standards
1 3 (3.13%) PostGIS
Miscellaneous
1 26 (27.08%) Analytical Skills
2 8 (8.33%) Freedom of Information
3 7 (7.29%) NHS
4 5 (5.21%) User Experience
5 3 (3.13%) Management Information System
6 1 (1.04%) Credit Risk
6 1 (1.04%) Data Structures
6 1 (1.04%) Robotics
6 1 (1.04%) Virtual Team
Operating Systems
1 1 (1.04%) Windows
Processes & Methodologies
1 24 (25.00%) Data Migration
1 24 (25.00%) Migration
2 23 (23.96%) Stakeholder Management
3 16 (16.67%) Analytics
4 15 (15.63%) Validation
5 13 (13.54%) Data Cleansing
6 11 (11.46%) Agile Software Development
6 11 (11.46%) Business Intelligence
7 10 (10.42%) Data Architecture
7 10 (10.42%) Data Extraction
7 10 (10.42%) Data Management
7 10 (10.42%) ETL
8 9 (9.38%) Business Analysis
8 9 (9.38%) Data Protection
8 9 (9.38%) Data Visualisation
8 9 (9.38%) Visualisation
9 8 (8.33%) Information Governance
9 8 (8.33%) Infrastructure Management
9 8 (8.33%) Quality Management
9 8 (8.33%) Risk Analytics
Programming Languages
1 46 (47.92%) SQL
2 12 (12.50%) Python
3 9 (9.38%) R
4 7 (7.29%) T-SQL
5 2 (2.08%) Data Analysis Expressions (DAX)
5 2 (2.08%) VBA
6 1 (1.04%) C
6 1 (1.04%) JavaScript
Qualifications
1 8 (8.33%) Degree
2 6 (6.25%) Security Cleared
3 3 (3.13%) Numerate Degree
4 2 (2.08%) MCSE
4 2 (2.08%) Microsoft Certification
5 1 (1.04%) ACCA
5 1 (1.04%) CIMA
5 1 (1.04%) ISEB
5 1 (1.04%) Six Sigma Green Belt
Quality Assurance & Compliance
1 12 (12.50%) GDPR
2 10 (10.42%) Data Quality
3 1 (1.04%) GxP
3 1 (1.04%) PMO
System Software
1 3 (3.13%) Active Directory
Systems Management
1 1 (1.04%) Ansible
1 1 (1.04%) Puppet
1 1 (1.04%) Systems Management Server (SMS)
Vendors
1 21 (21.88%) Microsoft
2 8 (8.33%) Datameer
2 8 (8.33%) Tableau
2 8 (8.33%) Teradata
3 7 (7.29%) SAP
4 4 (4.17%) ServiceNow
5 3 (3.13%) ESRI
6 2 (2.08%) Sage
7 1 (1.04%) Blue Prism