Period
to 6 July 2020

The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire with a requirement for Data Integration skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Integration over the 6 months to 6 July 2020 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Integration
East of England > Cambridgeshire
6 months to
6 Jul 2020
Same period 2019 Same period 2018
Rank 42 80 77
Rank change year-on-year +38 -3 -
Contract jobs citing Data Integration 9 4 6
As % of all contract jobs advertised in Cambridgeshire 1.92% 0.36% 0.56%
As % of the Processes & Methodologies category 2.17% 0.42% 0.65%
Number of daily rates quoted 8 3 9
Median daily rate £469 £615 £330
Median daily rate % change year-on-year -23.78% +86.36% -
East of England median daily rate £475 £500 £450
% change year-on-year -5.00% +11.11% +5.88%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
East of England median hourly rate - - -

Data Integration is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Cambridgeshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridgeshire
Contract vacancies with a requirement for process or methodology skills 415 953 929
As % of all contract IT jobs advertised in Cambridgeshire 88.49% 85.32% 86.90%
Number of daily rates quoted 263 541 460
Median daily rate £475 £450 £425
Median daily rate % change year-on-year +5.56% +5.88% +13.33%
10th Percentile £300 £263 £263
90th Percentile £625 £625 £575
East of England median daily rate £450 £450 £431
% change year-on-year - +4.35% +1.47%
Number of hourly rates quoted 29 100 92
Median hourly rate £16.00 £17.38 £17.50
Median hourly rate % change year-on-year -7.91% -0.71% -41.67%
10th Percentile £12.63 £10.64 £11.39
90th Percentile £45.75 £50.00 £47.50
Median hourly rate £23.89 £17.50 £17.32
% change year-on-year +36.50% +1.04% -45.02%

Data Integration
Job Vacancy Trend in Cambridgeshire

Job postings citing Data Integration as a proportion of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Data Integration in Cambridgeshire

Data Integration
Contractor Daily Rate Trend in Cambridgeshire

3-month moving average daily rate quoted in jobs citing Data Integration in Cambridgeshire.

Daily rate trend for Data Integration in Cambridgeshire

Data Integration
Daily Rate Histogram in Cambridgeshire

Daily rate distribution for jobs citing Data Integration in Cambridgeshire over the 6 months to 6 July 2020.

Daily rate histogram for Data Integration in Cambridgeshire

Data Integration
Contract Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Integration within the Cambridgeshire region over the 6 months to 6 July 2020. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +37 5 £475 -
Peterborough - 4 £438 - 3
Data Integration
East of England

For the 6 months to 6 July 2020, IT contractor 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 contract job ads across the Cambridgeshire region with a requirement for Data Integration.

1 7 (77.78%) SQL
1 7 (77.78%) SQL Server Integration Services
2 6 (66.67%) Data Warehouse
2 6 (66.67%) ETL
2 6 (66.67%) Business Intelligence
2 6 (66.67%) Agile Software Development
3 4 (44.44%) Azure
3 4 (44.44%) Kimball Methodology
3 4 (44.44%) Azure SQL Database
3 4 (44.44%) Data Mart
3 4 (44.44%) Data Lake
3 4 (44.44%) Databricks
3 4 (44.44%) Azure Data Factory
3 4 (44.44%) Azure SQL Data Warehouse
3 4 (44.44%) SQL Server Analysis Services
3 4 (44.44%) Dimensional Modelling
3 4 (44.44%) Serverless
3 4 (44.44%) Data Science
3 4 (44.44%) Azure Functions
4 3 (33.33%) Microsoft
4 3 (33.33%) BizTalk Server
4 3 (33.33%) Data Modelling
4 3 (33.33%) Oracle
4 3 (33.33%) SQL Server
5 2 (22.22%) Middleware
5 2 (22.22%) Oracle EBS
5 2 (22.22%) Power BI
5 2 (22.22%) Swagger
5 2 (22.22%) SQL Server 2012
5 2 (22.22%) SnapLogic

Data Integration
Co-occurring IT Skills in Cambridgeshire 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 3 (33.33%) BizTalk Server
2 1 (11.11%) Mule
2 1 (11.11%) SAS
Applications
1 1 (11.11%) Microsoft Excel
Business Applications
1 2 (22.22%) Oracle EBS
Cloud Services
1 4 (44.44%) Azure
1 4 (44.44%) Azure Data Factory
1 4 (44.44%) Azure Functions
1 4 (44.44%) Serverless
2 2 (22.22%) Power Platform
3 1 (11.11%) Amazon S3
3 1 (11.11%) Amazon SQS
3 1 (11.11%) AWS
3 1 (11.11%) PowerApps
Database & Business Intelligence
1 7 (77.78%) SQL Server Integration Services
2 6 (66.67%) Data Warehouse
3 4 (44.44%) Azure SQL Data Warehouse
3 4 (44.44%) Azure SQL Database
3 4 (44.44%) Data Lake
3 4 (44.44%) Data Mart
3 4 (44.44%) SQL Server Analysis Services
4 3 (33.33%) SQL Server
5 2 (22.22%) Power BI
5 2 (22.22%) Relational Database
5 2 (22.22%) SQL Server 2012
6 1 (11.11%) Amazon Aurora
6 1 (11.11%) Amazon RDS
6 1 (11.11%) Amazon Redshift
6 1 (11.11%) SAP Data Services
6 1 (11.11%) Star Schema
Development Applications
1 1 (11.11%) ERwin
1 1 (11.11%) Git (software)
1 1 (11.11%) Jenkins
1 1 (11.11%) Sonatype Nexus
Job Titles
1 4 (44.44%) Azure Engineer
2 2 (22.22%) Data Engineer
3 1 (11.11%) Analyst
3 1 (11.11%) Architect
3 1 (11.11%) Data Analyst
3 1 (11.11%) Data Analytics Engineer
3 1 (11.11%) Data Integration Engineer
3 1 (11.11%) Developer
3 1 (11.11%) Integration Engineer
3 1 (11.11%) Microsoft Developer
3 1 (11.11%) SQL Developer
3 1 (11.11%) SQL Server Developer
3 1 (11.11%) Technical Architect
Libraries, Frameworks & Software Standards
1 2 (22.22%) Middleware
1 2 (22.22%) Swagger
2 1 (11.11%) .NET
2 1 (11.11%) Apache NiFi
2 1 (11.11%) JSON
2 1 (11.11%) SAP PI
2 1 (11.11%) Web Services
2 1 (11.11%) XML
Miscellaneous
1 1 (11.11%) Data Structures
Processes & Methodologies
1 6 (66.67%) Agile Software Development
1 6 (66.67%) Business Intelligence
1 6 (66.67%) ETL
2 4 (44.44%) Data Science
2 4 (44.44%) Dimensional Modelling
2 4 (44.44%) Kimball Methodology
3 3 (33.33%) Data Modelling
4 1 (11.11%) Analytics
4 1 (11.11%) Continuous Integration
4 1 (11.11%) Data Analysis
4 1 (11.11%) Data Architecture
4 1 (11.11%) Data Governance
4 1 (11.11%) DevOps
4 1 (11.11%) High Availability
4 1 (11.11%) Master Data Management
4 1 (11.11%) Project Delivery
4 1 (11.11%) Technical Architecture
4 1 (11.11%) Technical Leadership
4 1 (11.11%) Test Strategy
4 1 (11.11%) Waterfall
Programming Languages
1 7 (77.78%) SQL
Quality Assurance & Compliance
1 1 (11.11%) QA
Vendors
1 4 (44.44%) Databricks
2 3 (33.33%) Microsoft
2 3 (33.33%) Oracle
3 2 (22.22%) SnapLogic
4 1 (11.11%) MuleSoft
4 1 (11.11%) SAP
4 1 (11.11%) Tableau
4 1 (11.11%) Talend