Period
to 15 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Leeds with a requirement for Data Architecture skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Architecture over the 6 months to 15 November 2018 with a comparison to the same period in the previous 2 years.

Data Architecture
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 177 205 229
Rank change year-on-year +28 +24 +29
Permanent jobs citing Data Architecture 15 11 6
As % of all permanent IT jobs advertised in Leeds 0.38% 0.22% 0.11%
As % of the Processes & Methodologies category 0.42% 0.24% 0.12%
Number of salaries quoted 8 10 3
Leeds median annual salary £55,000 £65,000 £55,000
Median salary % change year-on-year -15.38% +18.18% -
10th Percentile £47,650 £44,750 £50,300
90th Percentile £72,500 £70,000 £58,500
West Yorkshire median annual salary £57,500 £65,000 £56,250
% change year-on-year -11.54% +15.56% -8.16%

Data Architecture is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Leeds with a requirement for process or methodology skills.

All Process and Methodology Skills
Leeds
Permanent vacancies with a requirement for process or methodology skills 3,556 4,670 5,072
As % of all permanent IT jobs advertised in Leeds 90.92% 93.76% 93.03%
Number of salaries quoted 2,953 3,931 4,334
Leeds median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £27,500 £27,500 £26,250
90th Percentile £63,750 £63,250 £62,500
West Yorkshire median annual salary £44,000 £42,500 £42,500
% change year-on-year +3.53% - +3.66%

Data Architecture
Job Vacancy Trend in Leeds

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

Job vacancy trend for Data Architecture in Leeds

Data Architecture
Salary Trend in Leeds

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Architecture in Leeds.

Salary trend for Data Architecture in Leeds

Data Architecture
Salary Histogram in Leeds

The salary distribution of IT jobs citing Data Architecture in Leeds over the 6 months to 15 November 2018.

Salary histogram for Data Architecture in Leeds

For the 6 months to 15 November 2018, IT 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 permanent job ads across the Leeds region with a requirement for Data Architecture.

1 11 (73.33%) Data Warehouse
2 10 (66.67%) Data Modelling
2 10 (66.67%) SQL
3 7 (46.67%) Data Quality
4 5 (33.33%) Finance
4 5 (33.33%) Tableau
5 4 (26.67%) Data Integration
5 4 (26.67%) Degree
5 4 (26.67%) Market Risk
5 4 (26.67%) Data Analytics
5 4 (26.67%) Analytics
5 4 (26.67%) Data Transformation
5 4 (26.67%) Banking
5 4 (26.67%) BusinessObjects
5 4 (26.67%) Data Strategy
6 3 (20.00%) Data Science
6 3 (20.00%) Power BI
6 3 (20.00%) Python
6 3 (20.00%) Business Intelligence
6 3 (20.00%) Microsoft
6 3 (20.00%) Statistical Analysis
6 3 (20.00%) Relational Database
6 3 (20.00%) DevOps
6 3 (20.00%) Algorithms
6 3 (20.00%) Logical Data Model
6 3 (20.00%) Predictive Modelling
6 3 (20.00%) Machine Learning
6 3 (20.00%) Big Data
6 3 (20.00%) Statistical Modelling
6 3 (20.00%) Visualisation

Data Architecture
Co-occurring IT Skills in Leeds 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:

Cloud Services
1 3 (20.00%) Microsoft Azure
2 2 (13.33%) Cloud Computing
3 1 (6.67%) Amazon AWS
3 1 (6.67%) IaaS
3 1 (6.67%) PaaS
3 1 (6.67%) SaaS
Database & Business Intelligence
1 11 (73.33%) Data Warehouse
2 4 (26.67%) BusinessObjects
3 3 (20.00%) Big Data
3 3 (20.00%) Power BI
3 3 (20.00%) Relational Database
4 2 (13.33%) Data Mart
4 2 (13.33%) SQL Server
4 2 (13.33%) SQL Server Analysis Services
4 2 (13.33%) SQL Server Integration Services
4 2 (13.33%) SQL Server Reporting Services
General
1 5 (33.33%) Finance
2 4 (26.67%) Banking
3 3 (20.00%) Marketing
4 1 (6.67%) Legal
Job Titles
1 6 (40.00%) Architect
2 4 (26.67%) Data Architect
2 4 (26.67%) Data Manager
2 4 (26.67%) Data Warehouse Manager
3 3 (20.00%) Data Scientist
4 2 (13.33%) Enterprise Architect
4 2 (13.33%) Solutions Architect
5 1 (6.67%) Analyst
5 1 (6.67%) Azure DevOps
5 1 (6.67%) Azure DevOps Engineer
5 1 (6.67%) Azure Engineer
5 1 (6.67%) Business Analyst
5 1 (6.67%) DevOps Engineer
5 1 (6.67%) JIRA Engineer
Libraries, Frameworks & Software Standards
1 1 (6.67%) Middleware
Miscellaneous
1 4 (26.67%) Market Risk
2 3 (20.00%) Algorithms
3 2 (13.33%) Enterprise Software
3 2 (13.33%) NHS
Processes & Methodologies
1 10 (66.67%) Data Modelling
2 4 (26.67%) Analytics
2 4 (26.67%) Data Analytics
2 4 (26.67%) Data Integration
2 4 (26.67%) Data Strategy
2 4 (26.67%) Data Transformation
3 3 (20.00%) Business Intelligence
3 3 (20.00%) Data Science
3 3 (20.00%) Data Visualisation
3 3 (20.00%) DevOps
3 3 (20.00%) Logical Data Model
3 3 (20.00%) Machine Learning
3 3 (20.00%) Marketing Strategy
3 3 (20.00%) Predictive Modelling
3 3 (20.00%) Statistical Analysis
3 3 (20.00%) Statistical Modelling
3 3 (20.00%) Visualisation
4 2 (13.33%) Agile Software Development
4 2 (13.33%) Data Analysis
4 2 (13.33%) SOA
Programming Languages
1 10 (66.67%) SQL
2 3 (20.00%) Python
2 3 (20.00%) R
Qualifications
1 4 (26.67%) Degree
Quality Assurance & Compliance
1 7 (46.67%) Data Quality
Vendors
1 5 (33.33%) Tableau
2 3 (20.00%) Microsoft
3 2 (13.33%) Cognos
3 2 (13.33%) Informatica
3 2 (13.33%) Oracle
3 2 (13.33%) Teradata
4 1 (6.67%) Atlassian