Period
to 17 January 2019

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 17 January 2019 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
17 Jan 2019
Same period 2018 Same period 2017
Rank 75 85 72
Rank change year-on-year +10 -13 +18
Contract jobs citing Data Integration 9 8 11
As % of all contract IT jobs advertised in Cambridgeshire 0.85% 0.61% 1.02%
As % of the Processes & Methodologies category 0.98% 0.70% 1.24%
Number of daily rates quoted 2 3 9
Cambridgeshire median daily rate £588 £388 £525
Median daily rate % change year-on-year +51.61% -26.19% -
10th Percentile £501 £369 £406
90th Percentile £664 £406 £550
East of England median daily rate £488 £425 £450
% change year-on-year +14.71% -5.56% -18.18%
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 914 1,142 886
As % of all contract IT jobs advertised in Cambridgeshire 86.15% 86.78% 82.11%
Number of daily rates quoted 497 564 380
Cambridgeshire median daily rate £425 £388 £375
Median daily rate % change year-on-year +9.68% +3.33% -3.23%
10th Percentile £263 £255 £213
90th Percentile £588 £554 £538
East of England median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% -
Number of hourly rates quoted 71 102 104
Cambridgeshire median hourly rate £32.50 £40.00 £34.75
Median hourly rate % change year-on-year -18.75% +15.11% -0.71%
10th Percentile £11.25 £11.85 £13.58
90th Percentile £52.50 £51.10 £47.50
East of England median hourly rate £19.25 £31.27 £32.50
% change year-on-year -38.43% -3.80% +8.33%

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 17 January 2019.

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 17 January 2019. 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 -3 8 £588 +51.61% 2
Data Integration
East of England

For the 6 months to 17 January 2019, 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 6 (66.67%) Business Intelligence
2 5 (55.56%) Amazon AWS
2 5 (55.56%) Talend
2 5 (55.56%) Analytics
3 4 (44.44%) Amazon Redshift
3 4 (44.44%) Analytical Skills
3 4 (44.44%) Amazon Aurora
3 4 (44.44%) NoSQL
3 4 (44.44%) Hadoop
3 4 (44.44%) Agile Software Development
3 4 (44.44%) SQL
3 4 (44.44%) ETL
4 3 (33.33%) PL/SQL
4 3 (33.33%) Pharmaceutical
4 3 (33.33%) SOAP
4 3 (33.33%) Web Services
4 3 (33.33%) MySQL
4 3 (33.33%) Data Warehouse
4 3 (33.33%) Publishing
4 3 (33.33%) PostgreSQL
4 3 (33.33%) Computer Science
4 3 (33.33%) Amazon S3
4 3 (33.33%) Apache Hive
4 3 (33.33%) GitLab
4 3 (33.33%) Apache Camel
4 3 (33.33%) Amazon EMR
4 3 (33.33%) REST
5 2 (22.22%) Data Engineering
5 2 (22.22%) Information Architecture
5 2 (22.22%) Visualisation

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 2 (22.22%) BizTalk Server
Cloud Services
1 5 (55.56%) Amazon AWS
2 3 (33.33%) Amazon EMR
2 3 (33.33%) Amazon S3
3 1 (11.11%) GitHub
3 1 (11.11%) Microsoft Azure
3 1 (11.11%) Office 365
Database & Business Intelligence
1 4 (44.44%) Amazon Aurora
1 4 (44.44%) Amazon Redshift
1 4 (44.44%) Hadoop
1 4 (44.44%) NoSQL
2 3 (33.33%) Apache Hive
2 3 (33.33%) Data Warehouse
2 3 (33.33%) MySQL
2 3 (33.33%) PostgreSQL
3 2 (22.22%) SQL Server Integration Services
3 2 (22.22%) SQL Server Reporting Services
4 1 (11.11%) Big Data
4 1 (11.11%) Data Lake
4 1 (11.11%) Power BI
4 1 (11.11%) Relational Database
Development Applications
1 3 (33.33%) GitLab
2 1 (11.11%) Atlassian Bamboo
2 1 (11.11%) JIRA
General
1 3 (33.33%) Pharmaceutical
1 3 (33.33%) Publishing
2 1 (11.11%) Finance
Job Titles
1 2 (22.22%) Architect
1 2 (22.22%) Business Intelligence Lead
1 2 (22.22%) Information Architect
2 1 (11.11%) Administrator
2 1 (11.11%) Analyst
2 1 (11.11%) Azure Administrator
2 1 (11.11%) Azure Engineer
2 1 (11.11%) Business Developer
2 1 (11.11%) Business Intelligence Developer
2 1 (11.11%) Cloud Administrator
2 1 (11.11%) Cloud Engineer
2 1 (11.11%) Data Analyst
2 1 (11.11%) Data Architect
2 1 (11.11%) Data Engineer
2 1 (11.11%) Developer
2 1 (11.11%) ETL Analyst
2 1 (11.11%) Lead Developer
2 1 (11.11%) Systems Administrator
2 1 (11.11%) Systems Engineer
Libraries, Frameworks & Software Standards
1 3 (33.33%) Apache Camel
1 3 (33.33%) REST
1 3 (33.33%) SOAP
1 3 (33.33%) Web Services
2 1 (11.11%) XML
Miscellaneous
1 4 (44.44%) Analytical Skills
2 2 (22.22%) Taxonomies
Operating Systems
1 1 (11.11%) Linux
1 1 (11.11%) Unix
1 1 (11.11%) Windows
Processes & Methodologies
1 6 (66.67%) Business Intelligence
2 5 (55.56%) Analytics
3 4 (44.44%) Agile Software Development
3 4 (44.44%) ETL
4 3 (33.33%) Computer Science
5 2 (22.22%) Data Engineering
5 2 (22.22%) Information Architecture
5 2 (22.22%) Software Engineering
5 2 (22.22%) Visualisation
6 1 (11.11%) Business Process Analysis
6 1 (11.11%) Capacity Planning
6 1 (11.11%) Data Governance
6 1 (11.11%) Data Lineage
6 1 (11.11%) Data Science
6 1 (11.11%) Data Strategy
6 1 (11.11%) Data Transformation
6 1 (11.11%) Data Visualisation
6 1 (11.11%) Performance Tuning
6 1 (11.11%) Technical Leadership
6 1 (11.11%) Waterfall
Programming Languages
1 4 (44.44%) SQL
2 3 (33.33%) PL/SQL
3 2 (22.22%) T-SQL
4 1 (11.11%) Java
4 1 (11.11%) JavaScript
4 1 (11.11%) Perl
4 1 (11.11%) Python
System Software
1 1 (11.11%) VMware Infrastructure
Systems Management
1 1 (11.11%) Puppet
Vendors
1 5 (55.56%) Talend
2 2 (22.22%) Microsoft
3 1 (11.11%) Atlassian
3 1 (11.11%) Hyperion
3 1 (11.11%) MicroStrategy
3 1 (11.11%) Oracle
3 1 (11.11%) Tableau
3 1 (11.11%) VMware