Period
to 17 November 2017

The following table provides summary statistics for contract job vacancies advertised in West 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 17 November 2017 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
Yorkshire > West Yorkshire
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 116 109 92
Rank change year-on-year -7 -17 +10
Contract jobs citing Data Analysis 37 62 95
As % of all contract IT jobs advertised in West Yorkshire 1.22% 1.70% 2.13%
As % of the Processes & Methodologies category 1.44% 1.97% 2.51%
Number of daily rates quoted 41 46 72
West Yorkshire median daily rate £425 £400 £389
Median daily rate % change year-on-year +6.25% +2.89% -2.81%
10th Percentile £277 £293 £275
90th Percentile £594 £501 £523
Yorkshire median daily rate £425 £400 £388
% change year-on-year +6.25% +3.23% +0.32%
Number of hourly rates quoted 0 2 2
West Yorkshire median hourly rate - £31.00 £34.75
Median hourly rate % change year-on-year - -10.79% -
Yorkshire median hourly rate £22.50 £31.00 £10.50
% change year-on-year -27.42% +195.24% -31.75%

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 West Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
West Yorkshire
Contract vacancies with a requirement for process or methodology skills 2565 3140 3783
As % of all contract IT jobs advertised in West Yorkshire 84.88% 86.29% 84.95%
Number of daily rates quoted 1772 2066 2613
West Yorkshire median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +7.14%
10th Percentile £263 £263 £263
90th Percentile £550 £550 £537
Yorkshire median daily rate £400 £400 £375
% change year-on-year - +6.67% +7.14%
Number of hourly rates quoted 64 62 107
West Yorkshire median hourly rate £15.08 £14.50 £15.00
Median hourly rate % change year-on-year +3.97% -3.33% +3.45%
10th Percentile £9.25 £10.20 £9.25
90th Percentile £37.53 £30.63 £41.00
Yorkshire median hourly rate £15.86 £14.81 £14.50
% change year-on-year +7.11% +2.12% -

Data Analysis
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Data Analysis in West Yorkshire

Data Analysis
Contractor Daily Rate Trend in West Yorkshire

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

Contractor daily rate trend for Data Analysis in West Yorkshire

Data Analysis
Contractor Daily Rate Histogram in West Yorkshire

The daily rate distribution of IT jobs citing Data Analysis in West Yorkshire over the 6 months to 17 November 2017.

Contractor daily rate histogram for Data Analysis in West Yorkshire

Data Analysis
Contractor Hourly Rate Trend in West Yorkshire

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

Contractor hourly rate trend for Data Analysis in West Yorkshire

Data Analysis
Contract Job Locations in West 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 West Yorkshire region over the 6 months to 17 November 2017. 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
Leeds -5 33 £425 +13.33% 6
Pudsey - 2 £363 -
Bradford +12 1 £155 -47.46%
Halifax +10 1 £398 -3.34%
Data Analysis
Yorkshire

For the 6 months to 17 November 2017, IT contractor jobs citing Data Analysis also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the West Yorkshire region with a requirement for Data Analysis.

1 13 (35.14%) SQL
2 12 (32.43%) Unix
2 12 (32.43%) Data Warehouse
3 10 (27.03%) Agile Software Development
4 9 (24.32%) Data Management
4 9 (24.32%) Data Modelling
4 9 (24.32%) Python
4 9 (24.32%) QA
4 9 (24.32%) Data Integration
5 8 (21.62%) Data Quality
5 8 (21.62%) ETL
6 7 (18.92%) SAP
6 7 (18.92%) Continuous Improvement
6 7 (18.92%) SAP IS-U
6 7 (18.92%) Data Engineering
6 7 (18.92%) Collaborative Working
7 6 (16.22%) Mentoring
7 6 (16.22%) Data Architecture
7 6 (16.22%) NoSQL
7 6 (16.22%) Big Data
7 6 (16.22%) Data Reconciliation
7 6 (16.22%) Relational Database
7 6 (16.22%) PL/SQL
7 6 (16.22%) Business Intelligence
7 6 (16.22%) Informatica
7 6 (16.22%) Shell Script
7 6 (16.22%) Finance
8 5 (13.51%) Microsoft Excel
8 5 (13.51%) Java
8 5 (13.51%) Oracle

Data Analysis
Co-occurring IT Skills in West 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 (10.81%) Apache Spark
2 2 (5.41%) CMS
2 2 (5.41%) SAS
3 1 (2.70%) Apache
3 1 (2.70%) SharePoint
Applications
1 5 (13.51%) Microsoft Excel
2 2 (5.41%) Microsoft Office
3 1 (2.70%) Microsoft PowerPoint
3 1 (2.70%) Spreadsheet
Business Applications
1 7 (18.92%) SAP IS-U
Cloud Services
1 3 (8.11%) GitHub
Communications & Networking
1 1 (2.70%) SMS
Database & Business Intelligence
1 12 (32.43%) Data Warehouse
2 6 (16.22%) Big Data
2 6 (16.22%) NoSQL
2 6 (16.22%) Relational Database
3 5 (13.51%) Apache Hive
4 3 (8.11%) MS Access
5 2 (5.41%) Hadoop
5 2 (5.41%) HBase
5 2 (5.41%) MongoDB
5 2 (5.41%) PostgreSQL
5 2 (5.41%) SQL Server Integration Services
6 1 (2.70%) Crystal Reports
6 1 (2.70%) Oracle Database
6 1 (2.70%) Oracle Reports
6 1 (2.70%) Power BI
6 1 (2.70%) PowerPivot
6 1 (2.70%) QlikView
6 1 (2.70%) SQL Server
6 1 (2.70%) SQL Server Reporting Services
Development Applications
1 3 (8.11%) Git (software)
General
1 6 (16.22%) Finance
2 2 (5.41%) Banking
Job Titles
1 11 (29.73%) Analyst
2 9 (24.32%) Data Engineer
3 8 (21.62%) Data Analyst
4 7 (18.92%) Consultant
5 6 (16.22%) Functional Consultant
5 6 (16.22%) Senior Data Engineer
6 4 (10.81%) SAP Consultant
6 4 (10.81%) SAP ISU Consultant
7 3 (8.11%) Project Manager
7 3 (8.11%) SAP Functional Consultant
7 3 (8.11%) Splunk Engineer
8 2 (5.41%) Business Analyst
8 2 (5.41%) CRM Manager
8 2 (5.41%) Data Scientist
8 2 (5.41%) Integration Engineer
8 2 (5.41%) Machine Learning Scientist
8 2 (5.41%) PC Engineer
8 2 (5.41%) SAP Utilities Consultant
8 2 (5.41%) Systems Integration Manager
8 2 (5.41%) Systems Integration Project Manager
Libraries, Frameworks & Software Standards
1 3 (8.11%) Regular Expression
2 1 (2.70%) JSON
2 1 (2.70%) Kafka
Miscellaneous
1 4 (10.81%) Analytical Skills
2 3 (8.11%) Linux Command Line
3 2 (5.41%) Management Information System
Operating Systems
1 12 (32.43%) Unix
2 5 (13.51%) Linux
3 3 (8.11%) Windows
4 1 (2.70%) AIX
4 1 (2.70%) Solaris
Processes & Methodologies
1 10 (27.03%) Agile Software Development
2 9 (24.32%) Data Integration
2 9 (24.32%) Data Management
2 9 (24.32%) Data Modelling
3 8 (21.62%) ETL
4 7 (18.92%) Collaborative Working
4 7 (18.92%) Continuous Improvement
4 7 (18.92%) Data Engineering
5 6 (16.22%) Business Intelligence
5 6 (16.22%) Data Architecture
5 6 (16.22%) Data Reconciliation
5 6 (16.22%) Mentoring
6 4 (10.81%) Data Transformation
7 3 (8.11%) Capacity Planning
7 3 (8.11%) Coaching
7 3 (8.11%) Configuration Management
7 3 (8.11%) Dashboard Development
7 3 (8.11%) Performance Tuning
7 3 (8.11%) Security Management
7 3 (8.11%) SIEM
Programming Languages
1 13 (35.14%) SQL
2 9 (24.32%) Python
3 6 (16.22%) PL/SQL
3 6 (16.22%) Shell Script
4 5 (13.51%) Java
5 4 (10.81%) R
6 3 (8.11%) Bash Shell
7 1 (2.70%) C
7 1 (2.70%) JavaScript
7 1 (2.70%) Scala
7 1 (2.70%) T-SQL
7 1 (2.70%) VBA
Qualifications
1 3 (8.11%) Security Cleared
Quality Assurance & Compliance
1 9 (24.32%) QA
2 8 (21.62%) Data Quality
3 2 (5.41%) GDPR
Vendors
1 7 (18.92%) SAP
2 6 (16.22%) Informatica
3 5 (13.51%) Oracle
4 4 (10.81%) Microsoft
5 3 (8.11%) Splunk
6 2 (5.41%) CyberArk
7 1 (2.70%) HP
7 1 (2.70%) IBM
7 1 (2.70%) Sage
7 1 (2.70%) Sun