Period
to 18 January 2019

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 18 January 2019 with a comparison to the same period in the previous 2 years.

Data Architecture
6 months to
18 Jan 2019
Same period 2018 Same period 2017
Rank 167 194 224
Rank change year-on-year +27 +30 +9
Permanent jobs citing Data Architecture 18 20 8
As % of all permanent IT jobs advertised in Leeds 0.54% 0.42% 0.15%
As % of the Processes & Methodologies category 0.59% 0.45% 0.16%
Number of salaries quoted 10 19 1
Leeds median annual salary £63,354 £65,000 £50,000
Median salary % change year-on-year -2.53% +30.00% -20.00%
West Yorkshire median annual salary £61,677 £65,000 £52,500
% change year-on-year -5.11% +23.81% -14.29%

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 3,072 4,486 4,935
As % of all permanent IT jobs advertised in Leeds 91.40% 94.01% 92.78%
Number of salaries quoted 2,588 3,807 4,221
Leeds median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £28,250 £28,400 £26,250
90th Percentile £65,000 £62,500 £60,000
West Yorkshire median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +1.19%

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 18 January 2019.

Salary histogram for Data Architecture in Leeds

For the 6 months to 18 January 2019, 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 14 (77.78%) SQL
2 13 (72.22%) Data Modelling
3 12 (66.67%) Data Warehouse
4 9 (50.00%) Data Integration
5 8 (44.44%) Data Quality
5 8 (44.44%) Analytics
5 8 (44.44%) Data Transformation
6 7 (38.89%) Machine Learning
6 7 (38.89%) Big Data
6 7 (38.89%) ETL
6 7 (38.89%) Python
7 6 (33.33%) Oracle
7 6 (33.33%) Agile Software Development
7 6 (33.33%) Data Analysis
7 6 (33.33%) DevOps
8 5 (27.78%) Tableau
8 5 (27.78%) Collaborative Working
8 5 (27.78%) Degree
8 5 (27.78%) Project Management
9 4 (22.22%) Finance
9 4 (22.22%) Java
9 4 (22.22%) Unix
9 4 (22.22%) Business Intelligence
9 4 (22.22%) BusinessObjects
9 4 (22.22%) Scala
9 4 (22.22%) Hadoop
9 4 (22.22%) Waterfall
9 4 (22.22%) Apache Hive
9 4 (22.22%) MongoDB
9 4 (22.22%) Apache Cassandra

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:

Application Platforms
1 4 (22.22%) Apache Spark
Cloud Services
1 4 (22.22%) GitHub
2 2 (11.11%) Cloud Computing
2 2 (11.11%) Microsoft Azure
Database & Business Intelligence
1 12 (66.67%) Data Warehouse
2 7 (38.89%) Big Data
3 4 (22.22%) Apache Cassandra
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%) MongoDB
3 4 (22.22%) NoSQL
3 4 (22.22%) Spark SQL
3 4 (22.22%) Sqoop
4 3 (16.67%) Power BI
4 3 (16.67%) SQL Server
4 3 (16.67%) SQL Server Analysis Services
4 3 (16.67%) SQL Server Integration Services
4 3 (16.67%) SQL Server Reporting Services
5 2 (11.11%) Data Mart
5 2 (11.11%) Relational Database
6 1 (5.56%) OLAP
General
1 4 (22.22%) Banking
1 4 (22.22%) Finance
2 3 (16.67%) Marketing
3 1 (5.56%) Legal
Job Titles
1 6 (33.33%) Architect
2 4 (22.22%) Big Data Engineer
2 4 (22.22%) Data Architect
2 4 (22.22%) Data Engineer
2 4 (22.22%) Data Manager
2 4 (22.22%) Data Warehouse Manager
2 4 (22.22%) Senior Data Engineer
3 3 (16.67%) Data Scientist
4 2 (11.11%) Enterprise Architect
4 2 (11.11%) Solutions Architect
5 1 (5.56%) Analyst
5 1 (5.56%) Analyst Developer
5 1 (5.56%) Business Developer
5 1 (5.56%) Business Intelligence Analyst
5 1 (5.56%) Business Intelligence Developer
5 1 (5.56%) Developer
Libraries, Frameworks & Software Standards
1 4 (22.22%) Spark Streaming
2 1 (5.56%) MDX
Miscellaneous
1 4 (22.22%) Market Risk
2 3 (16.67%) Algorithms
3 2 (11.11%) Enterprise Software
3 2 (11.11%) NHS
4 1 (5.56%) Management Information System
Operating Systems
1 4 (22.22%) Unix
Processes & Methodologies
1 13 (72.22%) Data Modelling
2 9 (50.00%) Data Integration
3 8 (44.44%) Analytics
3 8 (44.44%) Data Transformation
4 7 (38.89%) ETL
4 7 (38.89%) Machine Learning
5 6 (33.33%) Agile Software Development
5 6 (33.33%) Data Analysis
5 6 (33.33%) DevOps
6 5 (27.78%) Collaborative Working
6 5 (27.78%) Project Management
7 4 (22.22%) Business Intelligence
7 4 (22.22%) Coaching
7 4 (22.22%) Data Engineering
7 4 (22.22%) Data Reconciliation
7 4 (22.22%) Data Strategy
7 4 (22.22%) Mentoring
7 4 (22.22%) Technical Leadership
7 4 (22.22%) Use Case
7 4 (22.22%) Waterfall
Programming Languages
1 14 (77.78%) SQL
2 7 (38.89%) Python
3 4 (22.22%) Java
3 4 (22.22%) Scala
4 3 (16.67%) R
5 1 (5.56%) T-SQL
Qualifications
1 5 (27.78%) Degree
2 1 (5.56%) Computer Science Degree
2 1 (5.56%) Microsoft Certification
Quality Assurance & Compliance
1 8 (44.44%) Data Quality
2 4 (22.22%) QA
System Software
1 4 (22.22%) Apache Flume
1 4 (22.22%) HDFS
Systems Management
1 4 (22.22%) Oozie
Vendors
1 6 (33.33%) Oracle
2 5 (27.78%) Tableau
3 4 (22.22%) Cloudera
3 4 (22.22%) Hortonworks
4 3 (16.67%) Microsoft
5 2 (11.11%) Cognos
5 2 (11.11%) Informatica
5 2 (11.11%) Teradata