Period
to 19 November 2018

The following table provides summary statistics for contract job vacancies advertised in Yorkshire with a requirement for Data Architecture skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Architecture over the 6 months to 19 November 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 Architecture
England > Yorkshire
6 months to
19 Nov 2018
Same period 2017 Same period 2016
Rank 168 130 193
Rank change year-on-year -38 +63 -21
Contract jobs citing Data Architecture 33 60 20
As % of all contract IT jobs advertised in Yorkshire 0.67% 1.38% 0.37%
As % of the Processes & Methodologies category 0.77% 1.62% 0.43%
Number of daily rates quoted 32 77 18
Yorkshire median daily rate £625 £525 £550
Median daily rate % change year-on-year +19.05% -4.55% +15.79%
10th Percentile £414 £413 £455
90th Percentile £784 £615 £765
England median daily rate £539 £550 £550
% change year-on-year -2.05% - +4.76%
Number of hourly rates quoted 2 0 0
Yorkshire median hourly rate £16.93 - -
England median hourly rate £26.00 £53.75 -
% change year-on-year -51.63% - -

Data Architecture 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 4,270 3,713 4,653
As % of all contract IT jobs advertised in Yorkshire 86.60% 85.36% 85.53%
Number of daily rates quoted 2,887 2,471 3,026
Yorkshire median daily rate £413 £400 £400
Median daily rate % change year-on-year +3.13% - +6.67%
10th Percentile £280 £256 £263
90th Percentile £550 £550 £550
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +1.19%
Number of hourly rates quoted 117 100 135
Yorkshire median hourly rate £17.00 £15.25 £14.75
Median hourly rate % change year-on-year +11.48% +3.39% +1.72%
10th Percentile £10.75 £9.81 £10.85
90th Percentile £43.25 £40.00 £40.30
England median hourly rate £22.00 £23.32 £23.00
% change year-on-year -5.66% +1.39% +4.55%

Data Architecture
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Architecture in Yorkshire

Data Architecture
Contractor Daily Rate Trend in Yorkshire

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

Contractor daily rate trend for Data Architecture in Yorkshire

Data Architecture
Contractor Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing Data Architecture in Yorkshire over the 6 months to 19 November 2018.

Contractor daily rate histogram for Data Architecture in Yorkshire

Data Architecture
Contractor Hourly Rate Trend in Yorkshire

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

Contractor hourly rate trend for Data Architecture in Yorkshire

Data Architecture
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 Architecture within the Yorkshire region over the 6 months to 19 November 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 -33 23 £525 +0.48% 6
South Yorkshire -25 6 £700 +21.74% 1
North Yorkshire - 1 - -
Data Architecture
England

For the 6 months to 19 November 2018, IT contractor jobs citing Data Architecture 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 Architecture.

1 16 (48.48%) SQL
2 9 (27.27%) Data Modelling
3 8 (24.24%) SAP
3 8 (24.24%) Data Management
3 8 (24.24%) Hadoop
3 8 (24.24%) Data Quality
3 8 (24.24%) Big Data
3 8 (24.24%) Analytics
4 7 (21.21%) Data Migration
4 7 (21.21%) Data Analysis
4 7 (21.21%) Migration
4 7 (21.21%) Business Intelligence
4 7 (21.21%) GDPR
4 7 (21.21%) Problem-Solving
5 6 (18.18%) Oracle
5 6 (18.18%) Agile Software Development
5 6 (18.18%) Data Protection
5 6 (18.18%) QA
5 6 (18.18%) Relational Database
6 5 (15.15%) Information Governance
6 5 (15.15%) NoSQL
6 5 (15.15%) Apache Hive
6 5 (15.15%) MongoDB
6 5 (15.15%) Freedom of Information
6 5 (15.15%) PostgreSQL
6 5 (15.15%) Quality Management
6 5 (15.15%) Finance
6 5 (15.15%) MS Access
6 5 (15.15%) SAS
6 5 (15.15%) Data Warehouse

Data Architecture
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 5 (15.15%) SAS
2 4 (12.12%) SharePoint
3 3 (9.09%) Apache Spark
3 3 (9.09%) MS Exchange
Business Applications
1 5 (15.15%) SAP S/4HANA
Cloud Services
1 3 (9.09%) Amazon AWS
1 3 (9.09%) Microsoft Azure
Communications & Networking
1 1 (3.03%) Firewall
1 1 (3.03%) VPN
Database & Business Intelligence
1 8 (24.24%) Big Data
1 8 (24.24%) Hadoop
2 6 (18.18%) Relational Database
3 5 (15.15%) Apache Hive
3 5 (15.15%) Data Warehouse
3 5 (15.15%) MongoDB
3 5 (15.15%) MS Access
3 5 (15.15%) NoSQL
3 5 (15.15%) PostgreSQL
4 4 (12.12%) BusinessObjects
4 4 (12.12%) Data Lake
4 4 (12.12%) HBase
4 4 (12.12%) SAP HANA
5 3 (9.09%) SQL Server Analysis Services
5 3 (9.09%) SQL Server Integration Services
5 3 (9.09%) SQL Server Reporting Services
6 2 (6.06%) Crystal Reports
6 2 (6.06%) Enterprise Data Warehouse
6 2 (6.06%) MySQL
6 2 (6.06%) RDBMS
Development Applications
1 2 (6.06%) ERwin
General
1 5 (15.15%) Finance
2 1 (3.03%) Banking
2 1 (3.03%) Manufacturing
2 1 (3.03%) Publishing
Job Titles
1 15 (45.45%) Architect
2 12 (36.36%) Data Architect
3 5 (15.15%) Data Engineer
3 5 (15.15%) Lead Architect
3 5 (15.15%) Lead Data Architect
4 4 (12.12%) Analyst
4 4 (12.12%) SAP Architect
5 3 (9.09%) Data Analyst
5 3 (9.09%) Developer
5 3 (9.09%) SQL Analyst
5 3 (9.09%) SQL Data Analyst
5 3 (9.09%) Technical Architect
6 2 (6.06%) Business Intelligence Manager
6 2 (6.06%) Business Manager
6 2 (6.06%) Consultant
6 2 (6.06%) SAP HANA Architect
6 2 (6.06%) Senior Data Engineer
6 2 (6.06%) Service Manager
6 2 (6.06%) SQL DBA
6 2 (6.06%) SQL Developer
Libraries, Frameworks & Software Standards
1 3 (9.09%) Kafka
Miscellaneous
1 5 (15.15%) Freedom of Information
2 4 (12.12%) Analytical Skills
2 4 (12.12%) Management Information System
2 4 (12.12%) Taxonomies
3 3 (9.09%) Clustering
3 3 (9.09%) Computer Science
4 1 (3.03%) Data Structures
4 1 (3.03%) NHS
4 1 (3.03%) PKI
4 1 (3.03%) Reference Data
Operating Systems
1 3 (9.09%) Unix
Processes & Methodologies
1 9 (27.27%) Data Modelling
2 8 (24.24%) Analytics
2 8 (24.24%) Data Management
3 7 (21.21%) Business Intelligence
3 7 (21.21%) Data Analysis
3 7 (21.21%) Data Migration
3 7 (21.21%) Migration
3 7 (21.21%) Problem-Solving
4 6 (18.18%) Agile Software Development
4 6 (18.18%) Data Protection
5 5 (15.15%) Collaborative Working
5 5 (15.15%) Data Development
5 5 (15.15%) Information Governance
5 5 (15.15%) Quality Management
6 4 (12.12%) Coaching
6 4 (12.12%) Data Science
6 4 (12.12%) Data Visualisation
6 4 (12.12%) DevOps
6 4 (12.12%) Stakeholder Management
6 4 (12.12%) Visualisation
Programming Languages
1 16 (48.48%) SQL
2 3 (9.09%) Python
2 3 (9.09%) Shell Script
3 2 (6.06%) R
Qualifications
1 3 (9.09%) Degree
1 3 (9.09%) Security Cleared
2 2 (6.06%) Master's Degree
3 1 (3.03%) BPSS Clearance
3 1 (3.03%) CEH
3 1 (3.03%) CISM
3 1 (3.03%) CISSP
3 1 (3.03%) DBS Check
Quality Assurance & Compliance
1 8 (24.24%) Data Quality
2 7 (21.21%) GDPR
3 6 (18.18%) QA
4 1 (3.03%) HL7
System Software
1 2 (6.06%) Active Directory
2 1 (3.03%) Apache Flume
2 1 (3.03%) HDFS
Vendors
1 8 (24.24%) SAP
2 6 (18.18%) Oracle
3 5 (15.15%) Microsoft
4 2 (6.06%) CA
4 2 (6.06%) Cloudera
4 2 (6.06%) Hortonworks
4 2 (6.06%) Informatica
4 2 (6.06%) MapR
4 2 (6.06%) Tableau
5 1 (3.03%) Splunk