Period
to 21 September 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 21 September 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
21 Sep 2018
Same period 2017 Same period 2016
Rank 126 122 129
Rank change year-on-year -4 +7 -25
Contract jobs citing Data Analysis 69 58 88
As % of all contract IT jobs advertised in Yorkshire 1.38% 1.39% 1.55%
As % of the Processes & Methodologies category 1.58% 1.63% 1.78%
Number of daily rates quoted 39 48 60
Yorkshire median daily rate £375 £425 £400
Median daily rate % change year-on-year -11.76% +6.25% +14.29%
10th Percentile £226 £212 £299
90th Percentile £445 £592 £500
England median daily rate £430 £450 £406
% change year-on-year -4.44% +10.97% -1.70%
Number of hourly rates quoted 15 1 2
Yorkshire median hourly rate £21.33 £22.50 £23.36
Median hourly rate % change year-on-year -5.22% -3.67% +122.45%
10th Percentile £13.23 £21.25 £16.42
90th Percentile £35.00 £23.75 £30.01
England median hourly rate £23.50 £19.56 £20.00
% change year-on-year +20.13% -2.19% -11.11%

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 4,355 3,569 4,939
As % of all contract IT jobs advertised in Yorkshire 87.12% 85.24% 86.76%
Number of daily rates quoted 2,928 2,350 3,313
Yorkshire median daily rate £413 £400 £400
Median daily rate % change year-on-year +3.13% - +9.59%
10th Percentile £281 £263 £270
90th Percentile £550 £546 £550
England median daily rate £465 £450 £425
% change year-on-year +3.33% +5.88% +3.03%
Number of hourly rates quoted 117 93 114
Yorkshire median hourly rate £17.41 £14.20 £14.81
Median hourly rate % change year-on-year +22.61% -4.10% +6.72%
10th Percentile £10.75 £8.88 £10.50
90th Percentile £41.50 £33.83 £42.25
England median hourly rate £21.00 £23.00 £23.00
% change year-on-year -8.70% - +4.55%

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 21 September 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 21 September 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 21 September 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 -34 31 £400 -5.88% 16
South Yorkshire +11 29 £325 -23.53% 4
East Yorkshire +5 4 - - 1
North Yorkshire +1 3 £313 -37.50% 1
Data Analysis
England

For the 6 months to 21 September 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 24 (34.78%) Finance
2 21 (30.43%) SQL
3 15 (21.74%) Analytical Skills
4 14 (20.29%) Microsoft Excel
4 14 (20.29%) Stakeholder Management
5 13 (18.84%) Data Quality
6 12 (17.39%) Agile Software Development
6 12 (17.39%) Python
7 11 (15.94%) Microsoft
7 11 (15.94%) NHS
8 10 (14.49%) SAS
8 10 (14.49%) Migration
9 9 (13.04%) Business Analysis
9 9 (13.04%) Data Modelling
9 9 (13.04%) ETL
9 9 (13.04%) Business Intelligence
9 9 (13.04%) Analytics
10 8 (11.59%) Datameer
10 8 (11.59%) Risk Analytics
10 8 (11.59%) Infrastructure Management
10 8 (11.59%) R
10 8 (11.59%) Data Visualisation
10 8 (11.59%) QlikView
10 8 (11.59%) Hadoop
10 8 (11.59%) Visualisation
10 8 (11.59%) User Experience
10 8 (11.59%) SAP
10 8 (11.59%) Data Management
10 8 (11.59%) Teradata
11 7 (10.14%) Spotfire

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 10 (14.49%) SAS
2 3 (4.35%) ArcGIS
2 3 (4.35%) MS Exchange
3 2 (2.90%) Confluence
3 2 (2.90%) SharePoint
4 1 (1.45%) Apache Spark
4 1 (1.45%) SharePoint Server
Applications
1 14 (20.29%) Microsoft Excel
2 6 (8.70%) Microsoft Office
3 3 (4.35%) Microsoft PowerPoint
3 3 (4.35%) Spreadsheet
4 2 (2.90%) MS Visio
Business Applications
1 2 (2.90%) BPCS
1 2 (2.90%) Dynamics AX
1 2 (2.90%) Dynamics CRM
1 2 (2.90%) Movex
1 2 (2.90%) Sage 200
1 2 (2.90%) SAP S/4HANA
2 1 (1.45%) OPENHousing
Cloud Services
1 2 (2.90%) Dynamics 365
2 1 (1.45%) IBM Blueworks
2 1 (1.45%) Slack
2 1 (1.45%) Trello
Communications & Networking
1 4 (5.80%) SMS
2 1 (1.45%) DNS
2 1 (1.45%) SSL
Database & Business Intelligence
1 8 (11.59%) Hadoop
1 8 (11.59%) QlikView
2 7 (10.14%) Spotfire
3 6 (8.70%) BusinessObjects
4 5 (7.25%) Relational Database
4 5 (7.25%) SQL Server
5 3 (4.35%) Data Warehouse
5 3 (4.35%) GIS
5 3 (4.35%) MS Access
5 3 (4.35%) MySQL
5 3 (4.35%) Oracle Reports
5 3 (4.35%) QGIS
5 3 (4.35%) Spatial Data
6 2 (2.90%) Power BI
6 2 (2.90%) SAP HANA
6 2 (2.90%) SQL Server Reporting Services
7 1 (1.45%) HBase
7 1 (1.45%) OLAP Cube
7 1 (1.45%) Qlik Sense
7 1 (1.45%) SAS Data Integration Studio
Development Applications
1 2 (2.90%) JIRA
General
1 24 (34.78%) Finance
2 5 (7.25%) Retail
3 4 (5.80%) Banking
4 3 (4.35%) Legal
5 2 (2.90%) Advertising
5 2 (2.90%) Manufacturing
6 1 (1.45%) Marketing
Job Titles
1 40 (57.97%) Analyst
2 22 (31.88%) Data Analyst
3 12 (17.39%) Business Analyst
4 5 (7.25%) Administrator
4 5 (7.25%) Developer
5 4 (5.80%) Senior Analyst
6 3 (4.35%) Business Intelligence Lead
6 3 (4.35%) ETL Developer
6 3 (4.35%) GIS Specialist
6 3 (4.35%) Systems Engineer
7 2 (2.90%) Accountant
7 2 (2.90%) Agile Coach
7 2 (2.90%) Agile Delivery Manager
7 2 (2.90%) Analyst Developer
7 2 (2.90%) Business Intelligence Analyst
7 2 (2.90%) Data Business Analyst
7 2 (2.90%) Data Migration Developer
7 2 (2.90%) Developer Analyst
7 2 (2.90%) ETL Analyst
7 2 (2.90%) Migration Analyst
Libraries, Frameworks & Software Standards
1 3 (4.35%) PostGIS
2 1 (1.45%) Middleware
2 1 (1.45%) Oracle GoldenGate
Miscellaneous
1 15 (21.74%) Analytical Skills
2 11 (15.94%) NHS
3 8 (11.59%) User Experience
4 3 (4.35%) Virtual Team
5 2 (2.90%) Management Information System
6 1 (1.45%) Credit Risk
6 1 (1.45%) Replication
Operating Systems
1 3 (4.35%) Unix
2 1 (1.45%) Windows
Processes & Methodologies
1 14 (20.29%) Stakeholder Management
2 12 (17.39%) Agile Software Development
3 10 (14.49%) Migration
4 9 (13.04%) Analytics
4 9 (13.04%) Business Analysis
4 9 (13.04%) Business Intelligence
4 9 (13.04%) Data Modelling
4 9 (13.04%) ETL
5 8 (11.59%) Data Management
5 8 (11.59%) Data Visualisation
5 8 (11.59%) Infrastructure Management
5 8 (11.59%) Risk Analytics
5 8 (11.59%) Visualisation
6 7 (10.14%) Data Cleansing
6 7 (10.14%) Data Migration
6 7 (10.14%) Stakeholder Engagement
7 6 (8.70%) Data Extraction
7 6 (8.70%) Project Management
7 6 (8.70%) SDLC
7 6 (8.70%) Waterfall
Programming Languages
1 21 (30.43%) SQL
2 12 (17.39%) Python
3 8 (11.59%) R
4 3 (4.35%) PowerShell
5 2 (2.90%) C
5 2 (2.90%) Shell Script
6 1 (1.45%) JavaScript
6 1 (1.45%) PL/SQL
Qualifications
1 6 (8.70%) Degree
2 1 (1.45%) ACCA
2 1 (1.45%) CIMA
2 1 (1.45%) ISEB
2 1 (1.45%) SC Cleared
2 1 (1.45%) Security Cleared
2 1 (1.45%) Six Sigma Green Belt
Quality Assurance & Compliance
1 13 (18.84%) Data Quality
2 2 (2.90%) GDPR
2 2 (2.90%) QA
2 2 (2.90%) SLA
3 1 (1.45%) GxP
3 1 (1.45%) PMO
System Software
1 4 (5.80%) Active Directory
Systems Management
1 2 (2.90%) Systems Management Server (SMS)
Vendors
1 11 (15.94%) Microsoft
2 8 (11.59%) Datameer
2 8 (11.59%) SAP
2 8 (11.59%) Teradata
3 7 (10.14%) Oracle
3 7 (10.14%) Tableau
4 4 (5.80%) ServiceNow
5 3 (4.35%) ESRI
5 3 (4.35%) HP
5 3 (4.35%) Informatica
6 2 (2.90%) Cadence
6 2 (2.90%) Capita
6 2 (2.90%) Embarcadero
6 2 (2.90%) Remedy
6 2 (2.90%) Sage
7 1 (1.45%) Cloudera
7 1 (1.45%) Hortonworks
7 1 (1.45%) IBM