Period
to 20 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Leeds with a requirement for Data Integration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Integration over the 6 months to 20 September 2018 with a comparison to the same period in the previous 2 years.

Data Integration
6 months to
20 Sep 2018
Same period 2017 Same period 2016
Rank 183 199 193
Rank change year-on-year +16 -6 +40
Permanent jobs citing Data Integration 16 33 45
As % of all permanent IT jobs advertised in Leeds 0.38% 0.67% 0.81%
As % of the Processes & Methodologies category 0.42% 0.71% 0.86%
Number of salaries quoted 3 33 40
Leeds median annual salary £50,000 £45,000 £48,750
Median salary % change year-on-year +11.11% -7.69% -11.36%
10th Percentile £43,250 £35,000 £37,500
90th Percentile £65,500 £67,500 £62,500
West Yorkshire median annual salary £55,000 £50,000 £60,000
% change year-on-year +10.00% -16.67% +14.29%

Data Integration 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 Integration
Job Vacancy Trend in Leeds

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

Job vacancy trend for Data Integration in Leeds

Data Integration
Salary Trend in Leeds

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

Salary trend for Data Integration in Leeds

Data Integration
Salary Histogram in Leeds

The salary distribution of IT jobs citing Data Integration in Leeds over the 6 months to 20 September 2018.

Salary histogram for Data Integration in Leeds

For the 6 months to 20 September 2018, IT jobs citing Data Integration 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 Integration.

1 14 (87.50%) Data Modelling
2 9 (56.25%) SQL
2 9 (56.25%) Logical Data Model
2 9 (56.25%) Physical Data Model
3 8 (50.00%) Data Quality
3 8 (50.00%) Data Transformation
3 8 (50.00%) Finance
3 8 (50.00%) Data Management
4 7 (43.75%) Data Cleansing
4 7 (43.75%) SAP Data Services
4 7 (43.75%) Agile Software Development
4 7 (43.75%) Data Governance
4 7 (43.75%) Quality Management
4 7 (43.75%) Trillium
4 7 (43.75%) RDBMS
4 7 (43.75%) IBM
4 7 (43.75%) PowerDesigner
4 7 (43.75%) ERwin
4 7 (43.75%) Oracle
4 7 (43.75%) Oracle ODI
4 7 (43.75%) Oracle Database
4 7 (43.75%) Relational Database
4 7 (43.75%) Oracle GoldenGate
5 6 (37.50%) SDLC
5 6 (37.50%) Data Analytics
5 6 (37.50%) Analytics
5 6 (37.50%) ETL
5 6 (37.50%) Data Warehouse
5 6 (37.50%) Microsoft
5 6 (37.50%) Business Intelligence

Data Integration
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 1 (6.25%) Apache
1 1 (6.25%) Apache Spark
Cloud Services
1 2 (12.50%) Microsoft Azure
2 1 (6.25%) Amazon AWS
2 1 (6.25%) Amazon Kinesis
2 1 (6.25%) Amazon SageMaker
Database & Business Intelligence
1 7 (43.75%) Oracle Database
1 7 (43.75%) Oracle ODI
1 7 (43.75%) RDBMS
1 7 (43.75%) Relational Database
1 7 (43.75%) SAP Data Services
2 6 (37.50%) Data Warehouse
3 5 (31.25%) Data Lake
3 5 (31.25%) Hadoop
4 4 (25.00%) Apache Hive
4 4 (25.00%) Big Data
4 4 (25.00%) HBase
4 4 (25.00%) Impala
4 4 (25.00%) MOLAP
4 4 (25.00%) OLAP
4 4 (25.00%) ROLAP
4 4 (25.00%) Sqoop
5 1 (6.25%) MongoDB
5 1 (6.25%) Pentaho
5 1 (6.25%) Snowflake Schema
5 1 (6.25%) SQL Server
Development Applications
1 7 (43.75%) ERwin
1 7 (43.75%) PowerDesigner
General
1 8 (50.00%) Finance
2 1 (6.25%) Games
Job Titles
1 7 (43.75%) Analyst
1 7 (43.75%) Architect
1 7 (43.75%) Data Analyst
1 7 (43.75%) Data Architect
1 7 (43.75%) Data Modeller
2 4 (25.00%) Lead Architect
2 4 (25.00%) Lead Data Architect
3 2 (12.50%) Developer
3 2 (12.50%) Solutions Architect
4 1 (6.25%) Data Analytics Architect
4 1 (6.25%) Data Warehouse Developer
4 1 (6.25%) ETL Developer
Libraries, Frameworks & Software Standards
1 7 (43.75%) Oracle GoldenGate
2 4 (25.00%) JSON
2 4 (25.00%) Kafka
2 4 (25.00%) REST
2 4 (25.00%) SOAP
2 4 (25.00%) XML
2 4 (25.00%) XSD
3 1 (6.25%) Web Services
Miscellaneous
1 4 (25.00%) Replication
1 4 (25.00%) Taxonomies
2 2 (12.50%) NHS
Operating Systems
1 1 (6.25%) Linux
1 1 (6.25%) Red Hat Enterprise Linux
Processes & Methodologies
1 14 (87.50%) Data Modelling
2 9 (56.25%) Logical Data Model
2 9 (56.25%) Physical Data Model
3 8 (50.00%) Data Management
3 8 (50.00%) Data Transformation
4 7 (43.75%) Agile Software Development
4 7 (43.75%) Data Cleansing
4 7 (43.75%) Data Governance
4 7 (43.75%) Quality Management
5 6 (37.50%) Analytics
5 6 (37.50%) Business Intelligence
5 6 (37.50%) Data Analytics
5 6 (37.50%) Data Architecture
5 6 (37.50%) ETL
5 6 (37.50%) SDLC
6 5 (31.25%) Change Data Capture
6 5 (31.25%) Data Science
7 4 (25.00%) Data Ingestion
7 4 (25.00%) Kimball Methodology
7 4 (25.00%) MapReduce
Programming Languages
1 9 (56.25%) SQL
2 5 (31.25%) Scala
3 4 (25.00%) R
4 2 (12.50%) Java
4 2 (12.50%) T-SQL
5 1 (6.25%) C#
5 1 (6.25%) JavaScript
5 1 (6.25%) Python
5 1 (6.25%) Ruby
Qualifications
1 2 (12.50%) Degree
2 1 (6.25%) AWS Certification
Quality Assurance & Compliance
1 8 (50.00%) Data Quality
System Software
1 4 (25.00%) Apache Flume
1 4 (25.00%) HDFS
Systems Management
1 4 (25.00%) Oozie
Vendors
1 7 (43.75%) IBM
1 7 (43.75%) Oracle
1 7 (43.75%) Trillium
2 6 (37.50%) Microsoft
3 1 (6.25%) Red Hat