Period
to 18 November 2017

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 18 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 Architecture
England > Yorkshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 126 188 167
Rank change year-on-year +62 -21 -23
Contract jobs citing Data Architecture 60 20 49
As % of all contract IT jobs advertised in Yorkshire 1.37% 0.37% 0.79%
As % of the Processes & Methodologies category 1.65% 0.43% 0.95%
Number of daily rates quoted 77 18 40
Yorkshire median daily rate £525 £550 £475
Median daily rate % change year-on-year -4.55% +15.79% +0.53%
10th Percentile £413 £455 £400
90th Percentile £615 £765 £539
England median daily rate £550 £550 £525
% change year-on-year - +4.76% +2.94%
Number of hourly rates quoted 0 0 0
Yorkshire median hourly rate - - -
England median hourly rate £53.75 - £37.50

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 3644 4610 5171
As % of all contract IT jobs advertised in Yorkshire 83.44% 84.19% 83.24%
Number of daily rates quoted 2425 3014 3558
Yorkshire median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +7.14%
10th Percentile £261 £263 £259
90th Percentile £550 £550 £535
England median daily rate £450 £425 £420
% change year-on-year +5.88% +1.19% +5.00%
Number of hourly rates quoted 94 130 177
Yorkshire median hourly rate £15.93 £14.81 £14.50
Median hourly rate % change year-on-year +7.58% +2.12% -
10th Percentile £9.81 £10.98 £9.25
90th Percentile £40.00 £42.63 £35.07
England median hourly rate £24.00 £24.41 £22.50
% change year-on-year -1.68% +8.49% +18.42%

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 18 November 2017.

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 18 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 +46 42 £523 -5.00% 1
South Yorkshire +34 23 £575 -17.86%
Humberside - 1 £545 -
Data Architecture
England

For the 6 months to 18 November 2017, IT contractor jobs citing Data Architecture 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 Architecture.

1 43 (71.67%) Data Modelling
2 29 (48.33%) Data Integration
3 20 (33.33%) Data Quality
4 19 (31.67%) SQL
4 19 (31.67%) Data Warehouse
5 18 (30.00%) Business Intelligence
5 18 (30.00%) Enterprise Architecture
6 17 (28.33%) Data Management
7 16 (26.67%) Finance
7 16 (26.67%) Reference Data
8 15 (25.00%) Big Data
8 15 (25.00%) Oracle
9 14 (23.33%) Unix
10 13 (21.67%) PostgreSQL
10 13 (21.67%) Agile Software Development
10 13 (21.67%) HBase
11 12 (20.00%) Hadoop
11 12 (20.00%) QA
11 12 (20.00%) TOGAF
11 12 (20.00%) Shell Script
11 12 (20.00%) Informatica
12 11 (18.33%) Data Governance
12 11 (18.33%) Data Strategy
13 10 (16.67%) Open Source
14 9 (15.00%) Data Analysis
14 9 (15.00%) NHS
14 9 (15.00%) SAS
14 9 (15.00%) Java
14 9 (15.00%) Analytical Skills
15 8 (13.33%) ETL

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 (15.00%) SAS
2 7 (11.67%) Apache Spark
3 5 (8.33%) Apache
3 5 (8.33%) Apache Solr
3 5 (8.33%) Confluence
4 2 (3.33%) Cloud Foundry
4 2 (3.33%) OpenStack
4 2 (3.33%) Oracle SOA Suite
Business Applications
1 2 (3.33%) Salesforce.com CRM
Cloud Services
1 3 (5.00%) Amazon AWS
2 2 (3.33%) Microsoft Azure
3 1 (1.67%) Google Cloud Platform
Communications & Networking
1 5 (8.33%) Kerberos
2 2 (3.33%) SMS
Database & Business Intelligence
1 19 (31.67%) Data Warehouse
2 15 (25.00%) Big Data
3 13 (21.67%) HBase
3 13 (21.67%) PostgreSQL
4 12 (20.00%) Hadoop
5 8 (13.33%) Apache Hive
5 8 (13.33%) MongoDB
6 7 (11.67%) Relational Database
7 6 (10.00%) BusinessObjects
7 6 (10.00%) Data Lake
7 6 (10.00%) Enterprise Data Warehouse
7 6 (10.00%) NoSQL
7 6 (10.00%) Pentaho
7 6 (10.00%) SQL Server
8 3 (5.00%) OLAP
8 3 (5.00%) Power BI
8 3 (5.00%) SQL Server Analysis Services
8 3 (5.00%) SQL Server Integration Services
9 2 (3.33%) OLAP Cube
9 2 (3.33%) SQL Server Reporting Services
Development Applications
1 6 (10.00%) ERwin
2 5 (8.33%) Cucumber
2 5 (8.33%) JIRA
General
1 16 (26.67%) Finance
2 5 (8.33%) Electronics
2 5 (8.33%) Manufacturing
2 5 (8.33%) Marketing
2 5 (8.33%) Telecoms
3 3 (5.00%) Banking
4 2 (3.33%) Local Government
5 1 (1.67%) Retail
5 1 (1.67%) Retail Banking
Job Titles
1 46 (76.67%) Architect
2 33 (55.00%) Data Architect
3 14 (23.33%) Technical Architect
4 11 (18.33%) Data Engineer
5 6 (10.00%) Lead Architect
5 6 (10.00%) Lead Data Architect
5 6 (10.00%) Senior Data Engineer
6 5 (8.33%) Big Data Engineer
6 5 (8.33%) Data Warehouse Architect
7 4 (6.67%) Business Architect
7 4 (6.67%) Business Intelligence Architect
7 4 (6.67%) Business Intelligence Lead
8 2 (3.33%) Developer
8 2 (3.33%) Enterprise Architect
8 2 (3.33%) Information Architect
8 2 (3.33%) Integration Engineer
8 2 (3.33%) IT Architect
8 2 (3.33%) Senior Integration Engineer
8 2 (3.33%) SQL Server Architect
8 2 (3.33%) TOGAF Architect
Libraries, Frameworks & Software Standards
1 7 (11.67%) REST
2 5 (8.33%) Apache Camel
2 5 (8.33%) Drools
2 5 (8.33%) Kafka
2 5 (8.33%) Spring
2 5 (8.33%) Spring Boot
3 4 (6.67%) Web Services
4 2 (3.33%) SOAP
Miscellaneous
1 16 (26.67%) Reference Data
2 9 (15.00%) Analytical Skills
2 9 (15.00%) NHS
3 6 (10.00%) Enterprise Software
3 6 (10.00%) Management Information System
4 5 (8.33%) Algorithms
5 3 (5.00%) Computer Science
6 2 (3.33%) Greenfield Project
6 2 (3.33%) Mainframe
Operating Systems
1 14 (23.33%) Unix
2 2 (3.33%) Linux
Processes & Methodologies
1 43 (71.67%) Data Modelling
2 29 (48.33%) Data Integration
3 18 (30.00%) Business Intelligence
3 18 (30.00%) Enterprise Architecture
4 17 (28.33%) Data Management
5 13 (21.67%) Agile Software Development
6 12 (20.00%) TOGAF
7 11 (18.33%) Data Governance
7 11 (18.33%) Data Strategy
8 10 (16.67%) Open Source
9 9 (15.00%) Data Analysis
10 8 (13.33%) ETL
11 7 (11.67%) Data Security
11 7 (11.67%) Data Visualisation
11 7 (11.67%) Metadata Management
11 7 (11.67%) Microservices
11 7 (11.67%) Scrum
11 7 (11.67%) Visualisation
12 6 (10.00%) Data Reconciliation
12 6 (10.00%) Logical Data Model
Programming Languages
1 19 (31.67%) SQL
2 12 (20.00%) Shell Script
3 9 (15.00%) Java
4 6 (10.00%) PL/SQL
5 2 (3.33%) C
5 2 (3.33%) Python
5 2 (3.33%) R
Qualifications
1 6 (10.00%) Degree
2 4 (6.67%) BPSS Clearance
2 4 (6.67%) Security Cleared
3 2 (3.33%) MCSD
3 2 (3.33%) Microsoft Certification
Quality Assurance & Compliance
1 20 (33.33%) Data Quality
2 12 (20.00%) QA
3 3 (5.00%) GDPR
3 3 (5.00%) HL7
4 2 (3.33%) Disclosure Scotland
System Software
1 5 (8.33%) Apache ZooKeeper
1 5 (8.33%) Docker
1 5 (8.33%) HDFS
Systems Management
1 5 (8.33%) Ansible
1 5 (8.33%) Kubernetes
1 5 (8.33%) Terraform
Vendors
1 15 (25.00%) Oracle
2 12 (20.00%) Informatica
3 7 (11.67%) SAP
3 7 (11.67%) Tableau
4 6 (10.00%) CA
5 4 (6.67%) IBM
5 4 (6.67%) Microsoft
6 2 (3.33%) hybris
6 2 (3.33%) MuleSoft
6 2 (3.33%) Salesforce.com
7 1 (1.67%) Google