Period
to 20 September 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 20 September 2018 with a comparison to the same period in the previous 2 years.

Data Architecture
6 months to
20 Sep 2018
Same period 2017 Same period 2016
Rank 181 216 220
Rank change year-on-year +35 +4 +28
Permanent jobs citing Data Architecture 18 16 18
As % of all permanent IT jobs advertised in Leeds 0.43% 0.32% 0.32%
As % of the Processes & Methodologies category 0.47% 0.34% 0.35%
Number of salaries quoted 8 12 10
Leeds median annual salary £55,000 £71,250 £51,250
Median salary % change year-on-year -22.81% +39.02% -5.09%
10th Percentile £47,125 £44,600 £26,250
90th Percentile £64,750 £73,750 £59,375
West Yorkshire median annual salary £61,500 £70,000 £55,000
% change year-on-year -12.14% +27.27% -8.33%

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 3,826 4,643 5,204
As % of all permanent IT jobs advertised in Leeds 91.60% 93.78% 93.33%
Number of salaries quoted 3,209 3,894 4,302
Leeds median annual salary £45,000 £45,000 £42,000
Median salary % change year-on-year - +7.14% -1.18%
10th Percentile £27,500 £27,000 £26,250
90th Percentile £65,000 £63,750 £62,500
West Yorkshire median annual salary £45,000 £42,500 £42,000
% change year-on-year +5.88% +1.19% +5.00%

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 20 September 2018.

Salary histogram for Data Architecture in Leeds

For the 6 months to 20 September 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 (61.11%) Data Warehouse
2 10 (55.56%) Data Modelling
3 9 (50.00%) Microsoft
4 8 (44.44%) SQL
4 8 (44.44%) Finance
4 8 (44.44%) Data Analytics
4 8 (44.44%) Analytics
5 7 (38.89%) Data Quality
5 7 (38.89%) Big Data
5 7 (38.89%) R
5 7 (38.89%) Statistical Analysis
5 7 (38.89%) Business Intelligence
5 7 (38.89%) Data Science
6 6 (33.33%) SDLC
6 6 (33.33%) Agile Software Development
6 6 (33.33%) Data Integration
7 5 (27.78%) Microsoft Azure
7 5 (27.78%) Enterprise Architecture
7 5 (27.78%) UML
7 5 (27.78%) DevOps
8 4 (22.22%) Impala
8 4 (22.22%) CRUD
8 4 (22.22%) Kimball Methodology
8 4 (22.22%) Change Data Capture
8 4 (22.22%) Oozie
8 4 (22.22%) Target Operating Model
8 4 (22.22%) HDFS
8 4 (22.22%) Data Ingestion
8 4 (22.22%) Data Lake
8 4 (22.22%) Data Strategy

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 5 (27.78%) Microsoft Azure
2 3 (16.67%) Amazon AWS
2 3 (16.67%) IaaS
2 3 (16.67%) PaaS
2 3 (16.67%) SaaS
Database & Business Intelligence
1 11 (61.11%) Data Warehouse
2 7 (38.89%) Big Data
3 4 (22.22%) Apache Hive
3 4 (22.22%) BusinessObjects
3 4 (22.22%) Data Lake
3 4 (22.22%) Hadoop
3 4 (22.22%) HBase
3 4 (22.22%) Impala
3 4 (22.22%) MOLAP
3 4 (22.22%) OLAP
3 4 (22.22%) ROLAP
3 4 (22.22%) Sqoop
4 3 (16.67%) Power BI
5 1 (5.56%) Relational Database
General
1 8 (44.44%) Finance
2 4 (22.22%) Banking
3 3 (16.67%) Marketing
Job Titles
1 6 (33.33%) Architect
1 6 (33.33%) Data Architect
2 4 (22.22%) Data Manager
2 4 (22.22%) Data Warehouse Manager
2 4 (22.22%) Lead Architect
2 4 (22.22%) Lead Data Architect
3 3 (16.67%) Azure DevOps
3 3 (16.67%) Azure DevOps Engineer
3 3 (16.67%) Azure Engineer
3 3 (16.67%) Data Scientist
3 3 (16.67%) DevOps Engineer
3 3 (16.67%) JIRA Engineer
4 2 (11.11%) Analyst
4 2 (11.11%) Solutions Architect
5 1 (5.56%) Business Analyst
5 1 (5.56%) Business Systems Analyst
5 1 (5.56%) Systems Analyst
Libraries, Frameworks & Software Standards
1 4 (22.22%) JSON
1 4 (22.22%) Kafka
1 4 (22.22%) REST
1 4 (22.22%) SOAP
1 4 (22.22%) XML
1 4 (22.22%) XSD
2 1 (5.56%) Middleware
Miscellaneous
1 4 (22.22%) Market Risk
1 4 (22.22%) Replication
1 4 (22.22%) Taxonomies
2 3 (16.67%) Algorithms
3 2 (11.11%) NHS
Processes & Methodologies
1 10 (55.56%) Data Modelling
2 8 (44.44%) Analytics
2 8 (44.44%) Data Analytics
3 7 (38.89%) Business Intelligence
3 7 (38.89%) Data Science
3 7 (38.89%) Statistical Analysis
4 6 (33.33%) Agile Software Development
4 6 (33.33%) Data Integration
4 6 (33.33%) SDLC
5 5 (27.78%) DevOps
5 5 (27.78%) Enterprise Architecture
5 5 (27.78%) UML
6 4 (22.22%) CRUD
6 4 (22.22%) Data Ingestion
6 4 (22.22%) Data Strategy
6 4 (22.22%) ETL
6 4 (22.22%) MapReduce
6 4 (22.22%) Market Research
6 4 (22.22%) Target Operating Model
6 4 (22.22%) TOGAF
Programming Languages
1 8 (44.44%) SQL
2 7 (38.89%) R
3 4 (22.22%) Scala
4 3 (16.67%) Python
Qualifications
1 2 (11.11%) Degree
Quality Assurance & Compliance
1 7 (38.89%) Data Quality
System Software
1 4 (22.22%) Apache Flume
1 4 (22.22%) HDFS
Systems Management
1 4 (22.22%) Oozie
Vendors
1 9 (50.00%) Microsoft
2 3 (16.67%) Atlassian
2 3 (16.67%) Tableau