Period
to 24 November 2017

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 24 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
England > Yorkshire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 118 128 108
Rank change year-on-year +10 -20 +10
Contract jobs citing Data Analysis 64 82 117
As % of all contract IT jobs advertised in Yorkshire 1.45% 1.51% 1.88%
As % of the Processes & Methodologies category 1.73% 1.80% 2.26%
Number of daily rates quoted 57 58 88
Yorkshire median daily rate £425 £400 £388
Median daily rate % change year-on-year +6.25% +3.23% -3.13%
10th Percentile £348 £296 £275
90th Percentile £592 £502 £516
England median daily rate £450 £413 £425
% change year-on-year +9.09% -2.94% +5.59%
Number of hourly rates quoted 1 4 5
Yorkshire median hourly rate £22.50 £31.00 £10.50
Median hourly rate % change year-on-year -27.42% +195.24% -31.75%
10th Percentile £21.25 £19.55 £9.55
90th Percentile £23.75 £33.08 £43.40
England median hourly rate £19.00 £20.00 £22.50
% change year-on-year -5.00% -11.11% -21.05%

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 3694 4558 5182
As % of all contract IT jobs advertised in Yorkshire 83.61% 84.05% 83.26%
Number of daily rates quoted 2454 2965 3551
Yorkshire median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +7.14%
10th Percentile £263 £263 £262
90th Percentile £550 £550 £538
England median daily rate £450 £425 £425
% change year-on-year +5.88% - +6.25%
Number of hourly rates quoted 97 133 180
Yorkshire median hourly rate £16.00 £14.75 £14.50
Median hourly rate % change year-on-year +8.47% +1.72% -
10th Percentile £9.92 £11.01 £9.25
90th Percentile £40.00 £36.60 £34.08
England median hourly rate £24.00 £24.00 £22.50
% change year-on-year - +6.67% +18.42%

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 24 November 2017.

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
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 24 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
West Yorkshire +2 42 £425 +7.26% 11
South Yorkshire +29 22 £425 +36.00% 2
North Yorkshire +10 2 £500 -9.09% 1
East Yorkshire - 1 - -
Data Analysis
England

For the 6 months to 24 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 Yorkshire region with a requirement for Data Analysis.

1 23 (35.94%) SQL
2 19 (29.69%) Finance
3 16 (25.00%) Data Warehouse
4 15 (23.44%) Agile Software Development
5 12 (18.75%) Unix
6 11 (17.19%) ETL
6 11 (17.19%) Python
6 11 (17.19%) Data Management
7 10 (15.63%) Data Modelling
7 10 (15.63%) Oracle
8 9 (14.06%) Data Engineering
8 9 (14.06%) Analytical Skills
8 9 (14.06%) Data Integration
8 9 (14.06%) Data Architecture
8 9 (14.06%) Data Quality
8 9 (14.06%) Cybersecurity
8 9 (14.06%) SAP
8 9 (14.06%) QA
9 8 (12.50%) Windows
9 8 (12.50%) Big Data
9 8 (12.50%) Continuous Improvement
9 8 (12.50%) Mentoring
10 7 (10.94%) Collaborative Working
10 7 (10.94%) Data Reconciliation
10 7 (10.94%) Relational Database
10 7 (10.94%) SAS
10 7 (10.94%) Microsoft Excel
10 7 (10.94%) Business Intelligence
10 7 (10.94%) SAP IS-U
11 6 (9.38%) Information Security

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 7 (10.94%) SAS
2 4 (6.25%) Apache Spark
3 2 (3.13%) CMS
4 1 (1.56%) Apache
4 1 (1.56%) IBM Notes
4 1 (1.56%) SharePoint
Applications
1 7 (10.94%) Microsoft Excel
2 2 (3.13%) Microsoft Office
2 2 (3.13%) Microsoft PowerPoint
3 1 (1.56%) MS Visio
3 1 (1.56%) Spreadsheet
Business Applications
1 7 (10.94%) SAP IS-U
2 1 (1.56%) Dynamics AX
2 1 (1.56%) SAP ERP
Cloud Services
1 3 (4.69%) GitHub
2 1 (1.56%) SuccessFactors
Communications & Networking
1 6 (9.38%) SMS
2 5 (7.81%) Firewall
3 1 (1.56%) Internet
Database & Business Intelligence
1 16 (25.00%) Data Warehouse
2 8 (12.50%) Big Data
3 7 (10.94%) Relational Database
4 6 (9.38%) NoSQL
5 5 (7.81%) Apache Hive
6 3 (4.69%) Hadoop
6 3 (4.69%) MS Access
6 3 (4.69%) Oracle Database
6 3 (4.69%) SQL Server
7 2 (3.13%) DataStage
7 2 (3.13%) HBase
7 2 (3.13%) MongoDB
7 2 (3.13%) Oracle Database 11g
7 2 (3.13%) PostgreSQL
7 2 (3.13%) QlikView
7 2 (3.13%) SQL Server Integration Services
7 2 (3.13%) SQL Server Reporting Services
8 1 (1.56%) Cognos Framework Manager
8 1 (1.56%) PowerPivot
8 1 (1.56%) SQL Server 2008
Development Applications
1 3 (4.69%) Git (software)
General
1 19 (29.69%) Finance
2 5 (7.81%) Banking
3 2 (3.13%) Retail Banking
4 1 (1.56%) Financial Institution
4 1 (1.56%) Private Banking
Job Titles
1 22 (34.38%) Analyst
2 14 (21.88%) Data Analyst
3 12 (18.75%) Consultant
4 10 (15.63%) Data Engineer
5 6 (9.38%) Functional Consultant
5 6 (9.38%) Senior Data Engineer
6 5 (7.81%) SAP Consultant
7 4 (6.25%) SAP ISU Consultant
7 4 (6.25%) SQL Analyst
7 4 (6.25%) SQL Data Analyst
8 3 (4.69%) Architect
8 3 (4.69%) Data Architect
8 3 (4.69%) Data Scientist
8 3 (4.69%) Incident Analyst
8 3 (4.69%) Project Manager
8 3 (4.69%) SAP Functional Consultant
8 3 (4.69%) SAS Analyst
8 3 (4.69%) SAS Data Analyst
8 3 (4.69%) Senior Analyst
8 3 (4.69%) Splunk Engineer
Libraries, Frameworks & Software Standards
1 3 (4.69%) Regular Expression
2 1 (1.56%) JSON
2 1 (1.56%) Kafka
Miscellaneous
1 9 (14.06%) Analytical Skills
2 5 (7.81%) Client/Server
3 4 (6.25%) Management Information System
4 3 (4.69%) Linux Command Line
5 1 (1.56%) Computer Science
5 1 (1.56%) Reference Data
5 1 (1.56%) Security Operations Centre
Operating Systems
1 12 (18.75%) Unix
2 8 (12.50%) Windows
3 5 (7.81%) Linux
4 1 (1.56%) AIX
4 1 (1.56%) Solaris
Processes & Methodologies
1 15 (23.44%) Agile Software Development
2 11 (17.19%) Data Management
2 11 (17.19%) ETL
3 10 (15.63%) Data Modelling
4 9 (14.06%) Cybersecurity
4 9 (14.06%) Data Architecture
4 9 (14.06%) Data Engineering
4 9 (14.06%) Data Integration
5 8 (12.50%) Continuous Improvement
5 8 (12.50%) Mentoring
6 7 (10.94%) Business Intelligence
6 7 (10.94%) Collaborative Working
6 7 (10.94%) Data Reconciliation
7 6 (9.38%) Cyber Threat Intelligence
7 6 (9.38%) Information Security
7 6 (9.38%) Threat Intelligence
8 5 (7.81%) Migration
8 5 (7.81%) Stakeholder Management
9 4 (6.25%) Dashboard Development
9 4 (6.25%) Data Transformation
Programming Languages
1 23 (35.94%) SQL
2 11 (17.19%) Python
3 6 (9.38%) PL/SQL
3 6 (9.38%) Shell Script
4 5 (7.81%) Java
5 4 (6.25%) R
6 3 (4.69%) Bash Shell
6 3 (4.69%) C
7 1 (1.56%) C++
7 1 (1.56%) JavaScript
7 1 (1.56%) Scala
7 1 (1.56%) T-SQL
7 1 (1.56%) VBA
Qualifications
1 4 (6.25%) Security Cleared
2 1 (1.56%) Degree
2 1 (1.56%) SC Cleared
Quality Assurance & Compliance
1 9 (14.06%) Data Quality
1 9 (14.06%) QA
2 4 (6.25%) GDPR
3 1 (1.56%) ISO/IEC 27001
Systems Management
1 6 (9.38%) QRadar
2 5 (7.81%) CSIRT
Vendors
1 10 (15.63%) Oracle
2 9 (14.06%) SAP
3 6 (9.38%) Informatica
4 4 (6.25%) IBM
4 4 (6.25%) Microsoft
5 3 (4.69%) Splunk
6 2 (3.13%) CyberArk
7 1 (1.56%) Ariba
7 1 (1.56%) Cognos
7 1 (1.56%) HP
7 1 (1.56%) Lotus
7 1 (1.56%) Sage
7 1 (1.56%) Sun
7 1 (1.56%) Tableau