Period
to 22 November 2017

The following table provides summary statistics for contract job vacancies advertised in Cambridge with a requirement for Data Management skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Management over the 6 months to 22 November 2017 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 Management
Cambridgeshire > Cambridge
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 55 51 77
Rank change year-on-year -4 +26 -10
Contract jobs citing Data Management 6 6 10
As % of all contract IT jobs advertised in Cambridge 0.86% 0.96% 1.05%
As % of the Processes & Methodologies category 1.02% 1.15% 1.26%
Number of daily rates quoted 3 5 3
Cambridge median daily rate £325 £325 £325
10th Percentile £163 £313 £305
90th Percentile £498 £450 £418
Cambridgeshire median daily rate £400 £388 £375
% change year-on-year +3.23% +3.33% -26.83%
Number of hourly rates quoted 0 0 0
Cambridge median hourly rate - - -
Cambridgeshire median hourly rate - - £35.00

Data Management 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 Cambridge with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridge
Contract vacancies with a requirement for process or methodology skills 588 520 791
As % of all contract IT jobs advertised in Cambridge 83.88% 82.93% 83.09%
Number of daily rates quoted 329 262 533
Cambridge median daily rate £388 £400 £388
Median daily rate % change year-on-year -3.13% +3.23% +6.90%
10th Percentile £215 £237 £262
90th Percentile £565 £550 £525
Cambridgeshire median daily rate £375 £388 £385
% change year-on-year -3.23% +0.65% +6.21%
Number of hourly rates quoted 77 58 32
Cambridge median hourly rate £40.50 £38.38 £38.88
Median hourly rate % change year-on-year +5.54% -1.29% +41.36%
10th Percentile £16.95 £14.63 £14.18
90th Percentile £53.00 £52.00 £60.00
Cambridgeshire median hourly rate £39.00 £37.50 £17.75
% change year-on-year +4.00% +111.27% -35.45%

Data Management
Job Vacancy Trend in Cambridge

Job postings citing Data Management as a percentage of all IT jobs advertised in Cambridge.

Job vacancy trend for Data Management in Cambridge

Data Management
Contractor Daily Rate Trend in Cambridge

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

Contractor daily rate trend for Data Management in Cambridge

Data Management
Contractor Daily Rate Histogram in Cambridge

The daily rate distribution of IT jobs citing Data Management in Cambridge over the 6 months to 22 November 2017.

Contractor daily rate histogram for Data Management in Cambridge

Data Management
Contractor Hourly Rate Trend in Cambridge

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Management in Cambridge.

Contractor hourly rate trend for Data Management in Cambridge

For the 6 months to 22 November 2017, IT contractor jobs citing Data Management also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Cambridge region with a requirement for Data Management.

1 5 (83.33%) Business Intelligence
2 4 (66.67%) Power BI
3 3 (50.00%) Microsoft
3 3 (50.00%) Data Warehouse
4 2 (33.33%) SQL
4 2 (33.33%) Oracle
4 2 (33.33%) SQL Server
4 2 (33.33%) SAP
4 2 (33.33%) Validation
4 2 (33.33%) Microsoft Analysis Services
4 2 (33.33%) SQL Server Integration Services
4 2 (33.33%) Data Lake
4 2 (33.33%) Data Lake Analytics
4 2 (33.33%) Master Data Management
4 2 (33.33%) HDInsight
4 2 (33.33%) SQL Server Analysis Services
4 2 (33.33%) Visualisation
4 2 (33.33%) Microsoft Azure
4 2 (33.33%) NoSQL
4 2 (33.33%) Machine Learning
4 2 (33.33%) Big Data
4 2 (33.33%) Analytics
4 2 (33.33%) Azure SQL Data Warehouse
5 1 (16.67%) U-SQL
5 1 (16.67%) Information Governance
5 1 (16.67%) Business Analytics
5 1 (16.67%) SAP Data Services
5 1 (16.67%) Data Visualisation
5 1 (16.67%) Tableau
5 1 (16.67%) Data Governance

Data Management
Co-occurring IT Skills in Cambridge 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 1 (16.67%) Apache Spark
Applications
1 1 (16.67%) Microsoft Excel
Business Applications
1 1 (16.67%) Oracle ERP
Cloud Services
1 2 (33.33%) Data Lake Analytics
1 2 (33.33%) Microsoft Azure
2 1 (16.67%) Azure Data Factory
2 1 (16.67%) Azure Machine Learning
Database & Business Intelligence
1 4 (66.67%) Power BI
2 3 (50.00%) Data Warehouse
3 2 (33.33%) Azure SQL Data Warehouse
3 2 (33.33%) Big Data
3 2 (33.33%) Data Lake
3 2 (33.33%) HDInsight
3 2 (33.33%) Microsoft Analysis Services
3 2 (33.33%) NoSQL
3 2 (33.33%) SQL Server
3 2 (33.33%) SQL Server Analysis Services
3 2 (33.33%) SQL Server Integration Services
4 1 (16.67%) Data Mining
4 1 (16.67%) Hadoop
4 1 (16.67%) Microsoft Power View
4 1 (16.67%) MySQL
4 1 (16.67%) PowerPivot
4 1 (16.67%) Relational Database
4 1 (16.67%) SAP Data Services
4 1 (16.67%) SQL Server Reporting Services
Development Applications
1 1 (16.67%) Visual Studio
General
1 1 (16.67%) Pharmaceutical
Job Titles
1 2 (33.33%) Analyst
1 2 (33.33%) Architect
1 2 (33.33%) Developer
2 1 (16.67%) Analyst Developer
2 1 (16.67%) Azure Architect
2 1 (16.67%) Azure Developer
2 1 (16.67%) Business Intelligence Analyst
2 1 (16.67%) Business Intelligence Architect
2 1 (16.67%) Business Intelligence Developer
2 1 (16.67%) Business Intelligence Lead
2 1 (16.67%) Data Architect
2 1 (16.67%) Information Officer
2 1 (16.67%) Lead Architect
2 1 (16.67%) Lead Data Architect
2 1 (16.67%) Lead Developer
2 1 (16.67%) Report Analyst
2 1 (16.67%) Report Developer
2 1 (16.67%) SQL Analyst
2 1 (16.67%) SSIS Analyst
Libraries, Frameworks & Software Standards
1 1 (16.67%) Web Services
Miscellaneous
1 1 (16.67%) Data Protection Act
1 1 (16.67%) Freedom of Information
1 1 (16.67%) Freedom of Information Act
1 1 (16.67%) Management Information System
1 1 (16.67%) RIA
Processes & Methodologies
1 5 (83.33%) Business Intelligence
2 2 (33.33%) Analytics
2 2 (33.33%) Machine Learning
2 2 (33.33%) Master Data Management
2 2 (33.33%) Validation
2 2 (33.33%) Visualisation
3 1 (16.67%) Business Analytics
3 1 (16.67%) Data Governance
3 1 (16.67%) Data Protection
3 1 (16.67%) Data Transformation
3 1 (16.67%) Data Visualisation
3 1 (16.67%) Dimensional Modelling
3 1 (16.67%) ERP
3 1 (16.67%) ETL
3 1 (16.67%) Information Governance
3 1 (16.67%) Information Management
3 1 (16.67%) Migration
Programming Languages
1 2 (33.33%) SQL
2 1 (16.67%) Python
2 1 (16.67%) U-SQL
Qualifications
1 1 (16.67%) Microsoft Certification
Quality Assurance & Compliance
1 1 (16.67%) Data Quality
1 1 (16.67%) GDPR
Vendors
1 3 (50.00%) Microsoft
2 2 (33.33%) Oracle
2 2 (33.33%) SAP
3 1 (16.67%) Tableau