Period
to 22 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Leeds with a requirement for Change Data Capture skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Change Data Capture over the 6 months to 22 September 2018 with a comparison to the same period in the previous 2 years.

Change Data Capture (CDC)
6 months to
22 Sep 2018
Same period 2017 Same period 2016
Rank 196 226 248
Rank change year-on-year +30 +22 -
Permanent jobs citing Change Data Capture 5 1 1
As % of all permanent IT jobs advertised in Leeds 0.12% 0.020% 0.018%
As % of the Processes & Methodologies category 0.13% 0.022% 0.019%
Number of salaries quoted 1 1 1
Leeds median annual salary £50,000 £44,000 £50,000
Median salary % change year-on-year +13.64% -12.00% -
West Yorkshire median annual salary £50,000 £44,000 £50,000
% change year-on-year +13.64% -12.00% -

Change Data Capture 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 3,772 4,631 5,153
As % of all permanent IT jobs advertised in Leeds 91.51% 93.84% 93.25%
Number of salaries quoted 3,159 3,896 4,259
Leeds median annual salary £45,000 £45,000 £42,000
Median salary % change year-on-year - +7.14% -1.18%
10th Percentile £27,500 £27,500 £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%

Change Data Capture
Job Vacancy Trend in Leeds

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

Job vacancy trend for Change Data Capture in Leeds

Change Data Capture
Salary Trend in Leeds

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

Salary trend for Change Data Capture in Leeds

For the 6 months to 22 September 2018, IT jobs citing Change Data Capture 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 Change Data Capture.

1 5 (100.00%) Data Warehouse
1 5 (100.00%) Data Modelling
1 5 (100.00%) ETL
1 5 (100.00%) Business Intelligence
1 5 (100.00%) Agile Software Development
1 5 (100.00%) Data Integration
1 5 (100.00%) Scala
1 5 (100.00%) Data Analytics
1 5 (100.00%) Analytics
1 5 (100.00%) Data Lake
1 5 (100.00%) Data Science
2 4 (80.00%) Oozie
2 4 (80.00%) SDLC
2 4 (80.00%) Target Operating Model
2 4 (80.00%) Data Ingestion
2 4 (80.00%) Sqoop
2 4 (80.00%) HDFS
2 4 (80.00%) Impala
2 4 (80.00%) CRUD
2 4 (80.00%) Kimball Methodology
2 4 (80.00%) Apache Hive
2 4 (80.00%) HBase
2 4 (80.00%) Big Data
2 4 (80.00%) Kafka
2 4 (80.00%) Apache Flume
2 4 (80.00%) Hadoop
2 4 (80.00%) TOGAF
2 4 (80.00%) R
2 4 (80.00%) REST
2 4 (80.00%) MapReduce

Change Data Capture
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 1 (20.00%) Amazon AWS
1 1 (20.00%) Amazon Kinesis
1 1 (20.00%) Amazon SageMaker
Database & Business Intelligence
1 5 (100.00%) Data Lake
1 5 (100.00%) Data Warehouse
2 4 (80.00%) Apache Hive
2 4 (80.00%) Big Data
2 4 (80.00%) Hadoop
2 4 (80.00%) HBase
2 4 (80.00%) Impala
2 4 (80.00%) MOLAP
2 4 (80.00%) OLAP
2 4 (80.00%) ROLAP
2 4 (80.00%) Sqoop
3 1 (20.00%) Amazon Aurora
3 1 (20.00%) Amazon RDS
3 1 (20.00%) Amazon Redshift
3 1 (20.00%) MongoDB
3 1 (20.00%) Pentaho
3 1 (20.00%) Snowflake Schema
General
1 1 (20.00%) Finance
Job Titles
1 4 (80.00%) Architect
1 4 (80.00%) Data Architect
1 4 (80.00%) Lead Architect
1 4 (80.00%) Lead Data Architect
2 1 (20.00%) Developer
2 1 (20.00%) ETL Developer
Libraries, Frameworks & Software Standards
1 4 (80.00%) JSON
1 4 (80.00%) Kafka
1 4 (80.00%) REST
1 4 (80.00%) SOAP
1 4 (80.00%) XML
1 4 (80.00%) XSD
2 1 (20.00%) Web Services
Miscellaneous
1 4 (80.00%) Replication
1 4 (80.00%) Taxonomies
Processes & Methodologies
1 5 (100.00%) Agile Software Development
1 5 (100.00%) Analytics
1 5 (100.00%) Business Intelligence
1 5 (100.00%) Data Analytics
1 5 (100.00%) Data Integration
1 5 (100.00%) Data Modelling
1 5 (100.00%) Data Science
1 5 (100.00%) ETL
2 4 (80.00%) CRUD
2 4 (80.00%) Data Architecture
2 4 (80.00%) Data Ingestion
2 4 (80.00%) Enterprise Architecture
2 4 (80.00%) Kimball Methodology
2 4 (80.00%) MapReduce
2 4 (80.00%) Market Research
2 4 (80.00%) SDLC
2 4 (80.00%) Statistical Analysis
2 4 (80.00%) Target Operating Model
2 4 (80.00%) TOGAF
2 4 (80.00%) UML
Programming Languages
1 5 (100.00%) Scala
2 4 (80.00%) R
3 1 (20.00%) C#
3 1 (20.00%) Java
3 1 (20.00%) JavaScript
3 1 (20.00%) Python
3 1 (20.00%) Ruby
3 1 (20.00%) SQL
3 1 (20.00%) T-SQL
Qualifications
1 1 (20.00%) AWS Certification
Quality Assurance & Compliance
1 1 (20.00%) Data Quality
System Software
1 4 (80.00%) Apache Flume
1 4 (80.00%) HDFS
Systems Management
1 4 (80.00%) Oozie
Vendors
1 4 (80.00%) Microsoft