Period
to 22 January 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 22 January 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
22 Jan 2019
Same period 2018 Same period 2017
Rank 155 140 181
Rank change year-on-year -15 +41 -12
Contract jobs citing Data Architecture 38 42 14
As % of all contract IT jobs advertised in Yorkshire 0.78% 0.95% 0.29%
As % of the Processes & Methodologies category 0.90% 1.12% 0.34%
Number of daily rates quoted 38 56 8
Yorkshire median daily rate £600 £523 £488
Median daily rate % change year-on-year +14.83% +7.18% +2.63%
10th Percentile £413 £413 £434
90th Percentile £761 £615 £544
England median daily rate £550 £550 £550
Number of hourly rates quoted 2 0 0
Yorkshire median hourly rate £16.93 - -
England median hourly rate £30.50 £57.00 -
% change year-on-year -46.49% - -

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 4,230 3,746 4,103
As % of all contract IT jobs advertised in Yorkshire 86.79% 84.52% 84.93%
Number of daily rates quoted 2,844 2,453 2,664
Yorkshire median daily rate £421 £400 £400
Median daily rate % change year-on-year +5.31% - +3.23%
10th Percentile £275 £259 £258
90th Percentile £575 £550 £540
England median daily rate £475 £450 £430
% change year-on-year +5.56% +4.65% +1.18%
Number of hourly rates quoted 109 105 135
Yorkshire median hourly rate £17.00 £17.50 £14.87
Median hourly rate % change year-on-year -2.86% +17.73% -0.90%
10th Percentile £10.40 £10.50 £10.58
90th Percentile £43.25 £41.30 £32.10
England median hourly rate £23.50 £23.14 £23.75
% change year-on-year +1.56% -2.57% +3.26%

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 22 January 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 22 January 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 -4 29 £465 -8.82% 4
South Yorkshire -25 8 £625 +25.00%
Data Architecture
England

For the 6 months to 22 January 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 18 (47.37%) Migration
2 16 (42.11%) SQL
2 16 (42.11%) Data Quality
3 15 (39.47%) Data Migration
4 13 (34.21%) SAP
5 12 (31.58%) Data Modelling
5 12 (31.58%) Data Analysis
6 11 (28.95%) Microsoft
7 10 (26.32%) GDPR
8 9 (23.68%) Stakeholder Management
8 9 (23.68%) Data Protection
9 8 (21.05%) Quality Management
9 8 (21.05%) Freedom of Information
9 8 (21.05%) MS Access
9 8 (21.05%) Information Governance
10 7 (18.42%) Problem-Solving
10 7 (18.42%) SharePoint
10 7 (18.42%) Data Management
10 7 (18.42%) Finance
10 7 (18.42%) Hadoop
11 6 (15.79%) Security Cleared
11 6 (15.79%) Data Cleansing
11 6 (15.79%) Big Data
11 6 (15.79%) Agile Software Development
11 6 (15.79%) MS Exchange
11 6 (15.79%) Business Intelligence
12 5 (13.16%) SAP S/4HANA
12 5 (13.16%) Coaching
12 5 (13.16%) Analytics
12 5 (13.16%) Data Mapping

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 7 (18.42%) SharePoint
2 6 (15.79%) MS Exchange
3 4 (10.53%) SAS
4 2 (5.26%) Apache Spark
Business Applications
1 5 (13.16%) SAP S/4HANA
Database & Business Intelligence
1 8 (21.05%) MS Access
2 7 (18.42%) Hadoop
3 6 (15.79%) Big Data
4 4 (10.53%) Apache Hive
4 4 (10.53%) BusinessObjects
4 4 (10.53%) Data Warehouse
4 4 (10.53%) MongoDB
4 4 (10.53%) PostgreSQL
4 4 (10.53%) SAP HANA
5 3 (7.89%) HBase
5 3 (7.89%) Relational Database
6 2 (5.26%) Crystal Reports
6 2 (5.26%) Data Lake
6 2 (5.26%) Enterprise Data Warehouse
6 2 (5.26%) NoSQL
6 2 (5.26%) Pentaho
7 1 (2.63%) DTS
7 1 (2.63%) Impala
7 1 (2.63%) MySQL
7 1 (2.63%) SQL Server
Development Applications
1 2 (5.26%) ERwin
General
1 7 (18.42%) Finance
2 2 (5.26%) General Ledger
3 1 (2.63%) Financial Institution
3 1 (2.63%) Manufacturing
Job Titles
1 16 (42.11%) Analyst
2 14 (36.84%) Architect
3 11 (28.95%) Data Analyst
3 11 (28.95%) Data Architect
4 6 (15.79%) SQL Analyst
4 6 (15.79%) SQL Data Analyst
5 5 (13.16%) Lead Architect
5 5 (13.16%) Lead Data Architect
6 4 (10.53%) Business Analyst
6 4 (10.53%) SAP Architect
7 3 (7.89%) Technical Architect
8 2 (5.26%) Business Intelligence Manager
8 2 (5.26%) Business Manager
8 2 (5.26%) Consultant
8 2 (5.26%) Developer
8 2 (5.26%) SAP HANA Architect
8 2 (5.26%) Service Manager
8 2 (5.26%) Solutions Architect
8 2 (5.26%) Trainer
8 2 (5.26%) Web Architect
Libraries, Frameworks & Software Standards
1 2 (5.26%) Kafka
2 1 (2.63%) MDX
Miscellaneous
1 8 (21.05%) Freedom of Information
2 4 (10.53%) Analytical Skills
2 4 (10.53%) Management Information System
3 3 (7.89%) Taxonomies
Operating Systems
1 3 (7.89%) Unix
2 1 (2.63%) Linux
Processes & Methodologies
1 18 (47.37%) Migration
2 15 (39.47%) Data Migration
3 12 (31.58%) Data Analysis
3 12 (31.58%) Data Modelling
4 9 (23.68%) Data Protection
4 9 (23.68%) Stakeholder Management
5 8 (21.05%) Information Governance
5 8 (21.05%) Quality Management
6 7 (18.42%) Data Management
6 7 (18.42%) Problem-Solving
7 6 (15.79%) Agile Software Development
7 6 (15.79%) Business Intelligence
7 6 (15.79%) Data Cleansing
8 5 (13.16%) Analytics
8 5 (13.16%) Coaching
8 5 (13.16%) Data Mapping
9 4 (10.53%) Business Analysis
9 4 (10.53%) Data Integration
9 4 (10.53%) Data Visualisation
9 4 (10.53%) Visualisation
Programming Languages
1 16 (42.11%) SQL
2 3 (7.89%) Shell Script
3 2 (5.26%) Python
4 1 (2.63%) R
4 1 (2.63%) T-SQL
Qualifications
1 6 (15.79%) Security Cleared
2 2 (5.26%) Degree
2 2 (5.26%) Master's Degree
Quality Assurance & Compliance
1 16 (42.11%) Data Quality
2 10 (26.32%) GDPR
3 3 (7.89%) QA
System Software
1 2 (5.26%) Active Directory
2 1 (2.63%) Apache Flume
2 1 (2.63%) HDFS
Vendors
1 13 (34.21%) SAP
2 11 (28.95%) Microsoft
3 4 (10.53%) Oracle
4 2 (5.26%) CA
4 2 (5.26%) Cloudera
4 2 (5.26%) Hortonworks
4 2 (5.26%) Informatica
4 2 (5.26%) Tableau
5 1 (2.63%) MapR