Period
to 24 June 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 24 June 2018 with a comparison to the same period in the previous 2 years.

Data Integration
6 months to
24 Jun 2018
Same period 2017 Same period 2016
Rank 189 187 214
Rank change year-on-year -2 +27 +17
Permanent jobs citing Data Integration 28 44 44
As % of all permanent IT jobs advertised in Leeds 0.59% 0.86% 0.71%
As % of the Processes & Methodologies category 0.63% 0.92% 0.77%
Number of salaries quoted 10 44 37
Leeds median annual salary £60,000 £50,000 £50,000
Median salary % change year-on-year +20.00% - -23.08%
10th Percentile £40,545 £38,500 £39,750
90th Percentile £74,750 £67,500 £63,750
West Yorkshire median annual salary £67,500 £50,000 £58,750
% change year-on-year +35.00% -14.89% +17.50%

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 4,447 4,766 5,679
As % of all permanent IT jobs advertised in Leeds 93.54% 93.34% 91.54%
Number of salaries quoted 3,736 4,078 4,640
Leeds median annual salary £45,000 £45,000 £42,000
Median salary % change year-on-year - +7.14% +5.00%
10th Percentile £28,625 £26,250 £27,000
90th Percentile £65,000 £62,875 £63,750
West Yorkshire median annual salary £45,000 £42,500 £41,000
% change year-on-year +5.88% +3.66% +2.50%

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 24 June 2018.

Salary histogram for Data Integration in Leeds

For the 6 months to 24 June 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 20 (71.43%) Hadoop
1 20 (71.43%) Data Analytics
1 20 (71.43%) Analytics
2 16 (57.14%) Big Data
2 16 (57.14%) Data Science
2 16 (57.14%) Java
3 14 (50.00%) Red Hat
3 14 (50.00%) Linux
3 14 (50.00%) Red Hat Enterprise Linux
3 14 (50.00%) SDLC
4 13 (46.43%) Data Lake
5 10 (35.71%) Data Modelling
6 9 (32.14%) Agile Software Development
6 9 (32.14%) Apache Spark
6 9 (32.14%) Apache Hive
7 8 (28.57%) Data Management
7 8 (28.57%) SQL
8 7 (25.00%) ETL
8 7 (25.00%) Data Warehouse
8 7 (25.00%) Business Intelligence
8 7 (25.00%) TOGAF
8 7 (25.00%) Amazon AWS
8 7 (25.00%) Data Governance
8 7 (25.00%) Data Quality
8 7 (25.00%) AWS Certification
9 6 (21.43%) Oozie
9 6 (21.43%) HDFS
9 6 (21.43%) Target Operating Model
9 6 (21.43%) Impala
9 6 (21.43%) CRUD

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 9 (32.14%) Apache Spark
2 6 (21.43%) Apache
Cloud Services
1 7 (25.00%) Amazon AWS
Database & Business Intelligence
1 20 (71.43%) Hadoop
2 16 (57.14%) Big Data
3 13 (46.43%) Data Lake
4 9 (32.14%) Apache Hive
5 7 (25.00%) Data Warehouse
6 6 (21.43%) HBase
6 6 (21.43%) Impala
6 6 (21.43%) MOLAP
6 6 (21.43%) OLAP
6 6 (21.43%) ROLAP
6 6 (21.43%) Sqoop
7 5 (17.86%) SAP Data Services
8 4 (14.29%) Oracle Database
8 4 (14.29%) Oracle ODI
8 4 (14.29%) RDBMS
8 4 (14.29%) Relational Database
9 1 (3.57%) BusinessObjects
9 1 (3.57%) SQL Server
Development Applications
1 4 (14.29%) ERwin
1 4 (14.29%) PowerDesigner
General
1 6 (21.43%) Finance
2 2 (7.14%) Telecoms
Job Titles
1 16 (57.14%) Architect
1 16 (57.14%) Data Architect
2 6 (21.43%) Data Analytics Architect
3 5 (17.86%) Big Data Engineer
3 5 (17.86%) Data Engineer
4 4 (14.29%) Analyst
4 4 (14.29%) Data Analyst
4 4 (14.29%) Data Modeller
4 4 (14.29%) Lead Architect
4 4 (14.29%) Lead Data Architect
5 3 (10.71%) Developer
6 2 (7.14%) AWS Engineer
6 2 (7.14%) Hadoop Engineer
6 2 (7.14%) Java Developer
6 2 (7.14%) JavaScript Developer
6 2 (7.14%) Platform Architect
7 1 (3.57%) Enterprise Architect
7 1 (3.57%) Enterprise Data Architect
7 1 (3.57%) Java Engineer
7 1 (3.57%) Senior Developer
Libraries, Frameworks & Software Standards
1 6 (21.43%) JSON
1 6 (21.43%) Kafka
1 6 (21.43%) REST
1 6 (21.43%) SOAP
1 6 (21.43%) XML
1 6 (21.43%) XSD
2 4 (14.29%) Oracle GoldenGate
3 2 (7.14%) AngularJS
3 2 (7.14%) Spring
4 1 (3.57%) Web Services
Miscellaneous
1 6 (21.43%) Replication
1 6 (21.43%) Taxonomies
2 2 (7.14%) Smart Meter
3 1 (3.57%) Management Information System
Operating Systems
1 14 (50.00%) Linux
1 14 (50.00%) Red Hat Enterprise Linux
Processes & Methodologies
1 20 (71.43%) Analytics
1 20 (71.43%) Data Analytics
2 16 (57.14%) Data Science
3 14 (50.00%) SDLC
4 10 (35.71%) Data Modelling
5 9 (32.14%) Agile Software Development
6 8 (28.57%) Data Management
7 7 (25.00%) Business Intelligence
7 7 (25.00%) Data Governance
7 7 (25.00%) ETL
7 7 (25.00%) TOGAF
8 6 (21.43%) Change Data Capture
8 6 (21.43%) CRUD
8 6 (21.43%) Data Ingestion
8 6 (21.43%) Kimball Methodology
8 6 (21.43%) MapReduce
8 6 (21.43%) Service Delivery
8 6 (21.43%) Statistical Analysis
8 6 (21.43%) Target Operating Model
8 6 (21.43%) UML
Programming Languages
1 16 (57.14%) Java
2 8 (28.57%) SQL
3 6 (21.43%) R
3 6 (21.43%) Scala
4 2 (7.14%) JavaScript
5 1 (3.57%) ANSI SQL
Qualifications
1 7 (25.00%) AWS Certification
Quality Assurance & Compliance
1 7 (25.00%) Data Quality
System Software
1 6 (21.43%) Apache Flume
1 6 (21.43%) HDFS
Systems Management
1 6 (21.43%) Oozie
Vendors
1 14 (50.00%) Red Hat
2 6 (21.43%) Microsoft
3 5 (17.86%) Oracle
4 4 (14.29%) IBM
4 4 (14.29%) Trillium
5 1 (3.57%) SAP