Period
to 7 December 2019

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 7 December 2019 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
7 Dec 2019
Same period 2018 Same period 2017
Rank 127 163 128
Rank change year-on-year +36 -35 +62
Contract jobs citing Data Architecture 33 34 58
As % of all contract IT jobs advertised in Yorkshire 0.95% 0.69% 1.31%
As % of the Processes & Methodologies category 1.09% 0.79% 1.52%
Number of daily rates quoted 26 35 76
Yorkshire median daily rate £550 £625 £525
Median daily rate % change year-on-year -12.00% +19.05% -4.55%
10th Percentile £418 £418 £413
90th Percentile £615 £773 £615
England median daily rate £550 £540 £550
% change year-on-year +1.85% -1.82% -
Number of hourly rates quoted 0 2 0
Yorkshire median hourly rate - £16.93 -
England median hourly rate £62.50 £26.00 £53.75
% change year-on-year +140.38% -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 3,018 4,303 3,821
As % of all contract IT jobs advertised in Yorkshire 87.07% 87.32% 86.06%
Number of daily rates quoted 2,023 2,924 2,527
Yorkshire median daily rate £425 £413 £405
Median daily rate % change year-on-year +3.03% +1.85% +1.25%
10th Percentile £275 £281 £258
90th Percentile £575 £561 £550
England median daily rate £475 £475 £450
% change year-on-year - +5.56% +5.88%
Number of hourly rates quoted 133 119 106
Yorkshire median hourly rate £18.00 £17.00 £16.00
Median hourly rate % change year-on-year +5.88% +6.25% +9.63%
10th Percentile £10.52 £10.75 £10.50
90th Percentile £35.00 £41.50 £40.00
England median hourly rate £23.75 £22.00 £23.63
% change year-on-year +7.95% -6.88% +5.00%

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 7 December 2019.

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 7 December 2019. 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 +46 27 £550 +18.28% 4
North Yorkshire - 3 £413 -
South Yorkshire -1 1 £600 -4.00% 1
Data Architecture
England

For the 6 months to 7 December 2019, 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 28 (84.85%) Data Modelling
2 15 (45.45%) SQL
2 15 (45.45%) Analytics
3 13 (39.39%) Azure
3 13 (39.39%) Data Strategy
4 11 (33.33%) Microservices
4 11 (33.33%) GCP
4 11 (33.33%) Domain-Driven Design
4 11 (33.33%) Java
5 10 (30.30%) Hadoop
5 10 (30.30%) AWS
5 10 (30.30%) NoSQL
5 10 (30.30%) Big Data
5 10 (30.30%) Kubernetes
5 10 (30.30%) Public Sector
6 9 (27.27%) Apache Spark
6 9 (27.27%) Apache Hive
6 9 (27.27%) Python
6 9 (27.27%) TOGAF
7 8 (24.24%) Software Engineering
7 8 (24.24%) Perl
7 8 (24.24%) MongoDB
7 8 (24.24%) Apache Cassandra
7 8 (24.24%) Bash Shell
7 8 (24.24%) Enterprise Architecture
7 8 (24.24%) Data Integration
7 8 (24.24%) HBase
7 8 (24.24%) Kafka
7 8 (24.24%) Data Analytics
7 8 (24.24%) Tableau

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 9 (27.27%) Apache Spark
2 8 (24.24%) OpenStack
Business Applications
1 2 (6.06%) Unica
2 1 (3.03%) Sparx Enterprise Architect
Cloud Services
1 13 (39.39%) Azure
2 11 (33.33%) GCP
3 10 (30.30%) AWS
4 8 (24.24%) Amazon Kinesis
5 3 (9.09%) Google App Engine
6 1 (3.03%) Apigee
6 1 (3.03%) Azure Functions
6 1 (3.03%) Google Compute Engine
6 1 (3.03%) Microsoft Flow
6 1 (3.03%) Power Platform
6 1 (3.03%) PowerApps
6 1 (3.03%) Serverless
Communications & Networking
1 1 (3.03%) DNS
Database & Business Intelligence
1 10 (30.30%) Big Data
1 10 (30.30%) Hadoop
1 10 (30.30%) NoSQL
2 9 (27.27%) Apache Hive
3 8 (24.24%) Apache Cassandra
3 8 (24.24%) Flink
3 8 (24.24%) HBase
3 8 (24.24%) MongoDB
4 7 (21.21%) Data Warehouse
5 3 (9.09%) SQL Server
5 3 (9.09%) SQL Server Integration Services
5 3 (9.09%) SQL Server Reporting Services
6 2 (6.06%) Azure SQL Database
6 2 (6.06%) Relational Database
6 2 (6.06%) SQL Server Analysis Services
7 1 (3.03%) Impala
7 1 (3.03%) MySQL
7 1 (3.03%) Power BI
7 1 (3.03%) PowerCenter
Development Applications
1 1 (3.03%) ERwin
1 1 (3.03%) ProC
General
1 10 (30.30%) Public Sector
2 2 (6.06%) Marketing
3 1 (3.03%) Finance
3 1 (3.03%) Games
3 1 (3.03%) Legal
Job Titles
1 22 (66.67%) Architect
2 14 (42.42%) Data Architect
3 7 (21.21%) Big Data Architect
4 5 (15.15%) Analyst
4 5 (15.15%) Data Analyst
4 5 (15.15%) Enterprise Architect
5 4 (12.12%) Senior Analyst
5 4 (12.12%) Senior Data Analyst
6 3 (9.09%) Cloud Architect
7 2 (6.06%) Data Engineer
7 2 (6.06%) Data Modeller
7 2 (6.06%) DBA
7 2 (6.06%) Developer
7 2 (6.06%) SQL DBA
8 1 (3.03%) Azure Architect
8 1 (3.03%) ETL Developer
8 1 (3.03%) Integration Architect
8 1 (3.03%) Kubernetes Architect
8 1 (3.03%) Migration Architect
8 1 (3.03%) SQL Server DBA
Libraries, Frameworks & Software Standards
1 8 (24.24%) Kafka
2 3 (9.09%) RESTful
3 1 (3.03%) HTML
3 1 (3.03%) JSON
3 1 (3.03%) Middleware
3 1 (3.03%) Web Services
3 1 (3.03%) XML
Miscellaneous
1 8 (24.24%) Analytical Skills
1 8 (24.24%) Public Cloud
2 7 (21.21%) User Experience
3 3 (9.09%) Cloud Native
4 2 (6.06%) Clustering
4 2 (6.06%) Enterprise Software
4 2 (6.06%) Marketing Technology
5 1 (3.03%) Data Structures
5 1 (3.03%) Online Games
Processes & Methodologies
1 28 (84.85%) Data Modelling
2 15 (45.45%) Analytics
3 13 (39.39%) Data Strategy
4 11 (33.33%) Domain-Driven Design
4 11 (33.33%) Microservices
5 9 (27.27%) TOGAF
6 8 (24.24%) Data Analytics
6 8 (24.24%) Data Ingestion
6 8 (24.24%) Data Integration
6 8 (24.24%) Enterprise Architecture
6 8 (24.24%) Software Engineering
7 7 (21.21%) Business Intelligence
7 7 (21.21%) Co-Creation
7 7 (21.21%) Data Science
7 7 (21.21%) Stakeholder Management
8 5 (15.15%) Business Analysis
8 5 (15.15%) Coaching
8 5 (15.15%) Data Analysis
8 5 (15.15%) Data Mapping
8 5 (15.15%) Root Cause Analysis
Programming Languages
1 15 (45.45%) SQL
2 11 (33.33%) Java
3 9 (27.27%) Python
4 8 (24.24%) Bash Shell
4 8 (24.24%) Go
4 8 (24.24%) Kotlin
4 8 (24.24%) Perl
4 8 (24.24%) Scala
5 2 (6.06%) T-SQL
6 1 (3.03%) C#
6 1 (3.03%) JavaScript
6 1 (3.03%) PHP
6 1 (3.03%) PL/SQL
6 1 (3.03%) PowerShell
6 1 (3.03%) Shell Script
6 1 (3.03%) VB
6 1 (3.03%) VBA
Qualifications
1 2 (6.06%) BPSS Clearance
Quality Assurance & Compliance
1 7 (21.21%) Data Quality
2 2 (6.06%) QA
2 2 (6.06%) SLA
System Software
1 8 (24.24%) HDFS
2 3 (9.09%) Docker
3 1 (3.03%) Virtual Machines
Systems Management
1 10 (30.30%) Kubernetes
2 8 (24.24%) Hadoop YARN
Vendors
1 8 (24.24%) Tableau
2 3 (9.09%) BiZZdesign
2 3 (9.09%) Google
2 3 (9.09%) Informatica
2 3 (9.09%) Microsoft
2 3 (9.09%) Oracle
3 2 (6.06%) Cloudera
4 1 (3.03%) SAP
4 1 (3.03%) Sparx