Period
to 22 October 2018

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 22 October 2018 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
22 Oct 2018
Same period 2017 Same period 2016
Rank 77 96 77
Rank change year-on-year +19 -19 +31
Contract jobs citing Data Integration 7 2 5
As % of all contract IT jobs advertised in Cambridgeshire 0.58% 0.15% 0.45%
As % of the Processes & Methodologies category 0.68% 0.18% 0.55%
Number of daily rates quoted 3 0 5
Cambridgeshire median daily rate £650 - £475
10th Percentile £515 - £463
90th Percentile £935 - £540
East of England median daily rate £500 £425 £450
% change year-on-year +17.65% -5.56% -5.26%
Number of hourly rates quoted 0 0 0
Cambridgeshire 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 1,036 1,140 916
As % of all contract IT jobs advertised in Cambridgeshire 86.05% 83.21% 83.12%
Number of daily rates quoted 550 582 454
Cambridgeshire median daily rate £425 £375 £400
Median daily rate % change year-on-year +13.33% -6.25% +6.67%
10th Percentile £263 £215 £235
90th Percentile £588 £549 £534
East of England median daily rate £438 £425 £400
% change year-on-year +2.94% +6.25% +3.23%
Number of hourly rates quoted 89 111 84
Cambridgeshire median hourly rate £19.25 £37.50 £36.00
Median hourly rate % change year-on-year -48.67% +4.17% +100.00%
10th Percentile £11.50 £13.00 £13.58
90th Percentile £49.00 £49.75 £46.98
East of England median hourly rate £17.50 £30.00 £27.00
% change year-on-year -41.67% +11.11% +13.68%

Data Integration
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Data Integration in Cambridgeshire

Data Integration
Contractor Daily Rate Trend in Cambridgeshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Integration in Cambridgeshire.

Contractor daily rate trend for Data Integration in Cambridgeshire

Data Integration
Contractor Daily Rate Histogram in Cambridgeshire

The daily rate distribution of IT jobs citing Data Integration in Cambridgeshire over the 6 months to 22 October 2018.

Contractor 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 22 October 2018. 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 - 6 £650 - 6
Data Integration
East of England

For the 6 months to 22 October 2018, 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 4 (57.14%) Amazon AWS
1 4 (57.14%) Talend
1 4 (57.14%) Analytics
2 3 (42.86%) Amazon Redshift
2 3 (42.86%) NoSQL
2 3 (42.86%) Hadoop
2 3 (42.86%) ETL
2 3 (42.86%) Business Intelligence
2 3 (42.86%) Pharmaceutical
2 3 (42.86%) Agile Software Development
2 3 (42.86%) Analytical Skills
2 3 (42.86%) Amazon Aurora
3 2 (28.57%) Apache Hive
3 2 (28.57%) GitLab
3 2 (28.57%) Data Engineering
3 2 (28.57%) Publishing
3 2 (28.57%) PostgreSQL
3 2 (28.57%) SQL
3 2 (28.57%) MySQL
3 2 (28.57%) SOAP
3 2 (28.57%) Web Services
3 2 (28.57%) Visualisation
3 2 (28.57%) Amazon S3
3 2 (28.57%) Taxonomies
3 2 (28.57%) Computer Science
3 2 (28.57%) REST
3 2 (28.57%) Information Architecture
3 2 (28.57%) Apache Camel
3 2 (28.57%) Amazon EMR
4 1 (14.29%) Data Transformation

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:

Cloud Services
1 4 (57.14%) Amazon AWS
2 2 (28.57%) Amazon EMR
2 2 (28.57%) Amazon S3
3 1 (14.29%) GitHub
3 1 (14.29%) Microsoft Azure
3 1 (14.29%) Office 365
Database & Business Intelligence
1 3 (42.86%) Amazon Aurora
1 3 (42.86%) Amazon Redshift
1 3 (42.86%) Hadoop
1 3 (42.86%) NoSQL
2 2 (28.57%) Apache Hive
2 2 (28.57%) MySQL
2 2 (28.57%) PostgreSQL
3 1 (14.29%) Data Lake
3 1 (14.29%) Data Warehouse
3 1 (14.29%) Relational Database
Development Applications
1 2 (28.57%) GitLab
2 1 (14.29%) Atlassian Bamboo
2 1 (14.29%) JIRA
General
1 3 (42.86%) Pharmaceutical
2 2 (28.57%) Publishing
3 1 (14.29%) Finance
Job Titles
1 2 (28.57%) Architect
1 2 (28.57%) Information Architect
2 1 (14.29%) Administrator
2 1 (14.29%) Analyst
2 1 (14.29%) Azure Administrator
2 1 (14.29%) Azure Engineer
2 1 (14.29%) Cloud Administrator
2 1 (14.29%) Cloud Engineer
2 1 (14.29%) Data Analyst
2 1 (14.29%) Data Architect
2 1 (14.29%) Data Engineer
2 1 (14.29%) ETL Analyst
2 1 (14.29%) Systems Administrator
2 1 (14.29%) Systems Engineer
Libraries, Frameworks & Software Standards
1 2 (28.57%) Apache Camel
1 2 (28.57%) REST
1 2 (28.57%) SOAP
1 2 (28.57%) Web Services
2 1 (14.29%) XML
Miscellaneous
1 3 (42.86%) Analytical Skills
2 2 (28.57%) Computer Science
2 2 (28.57%) Taxonomies
Operating Systems
1 1 (14.29%) Linux
1 1 (14.29%) Unix
1 1 (14.29%) Windows
Processes & Methodologies
1 4 (57.14%) Analytics
2 3 (42.86%) Agile Software Development
2 3 (42.86%) Business Intelligence
2 3 (42.86%) ETL
3 2 (28.57%) Data Engineering
3 2 (28.57%) Information Architecture
3 2 (28.57%) Visualisation
4 1 (14.29%) Business Process Analysis
4 1 (14.29%) Capacity Planning
4 1 (14.29%) Continuous Delivery
4 1 (14.29%) Data Governance
4 1 (14.29%) Data Lineage
4 1 (14.29%) Data Science
4 1 (14.29%) Data Strategy
4 1 (14.29%) Data Transformation
4 1 (14.29%) Data Visualisation
4 1 (14.29%) Performance Tuning
4 1 (14.29%) Security Architecture
4 1 (14.29%) System Integration Testing
4 1 (14.29%) Waterfall
Programming Languages
1 2 (28.57%) SQL
2 1 (14.29%) Java
2 1 (14.29%) JavaScript
2 1 (14.29%) Perl
2 1 (14.29%) PL/SQL
2 1 (14.29%) Python
System Software
1 1 (14.29%) VMware Infrastructure
Systems Management
1 1 (14.29%) Puppet
Vendors
1 4 (57.14%) Talend
2 1 (14.29%) Atlassian
2 1 (14.29%) Hyperion
2 1 (14.29%) Microsoft
2 1 (14.29%) MicroStrategy
2 1 (14.29%) Oracle
2 1 (14.29%) VMware