Period
to 22 November 2017

The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire 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
East of England > Cambridgeshire
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 82 67 92
Rank change year-on-year -15 +25 +5
Contract jobs citing Data Management 13 16 16
As % of all contract IT jobs advertised in Cambridgeshire 0.91% 1.42% 1.02%
As % of the Processes & Methodologies category 1.10% 1.74% 1.29%
Number of daily rates quoted 8 12 4
Cambridgeshire median daily rate £400 £388 £375
Median daily rate % change year-on-year +3.23% +3.33% -26.83%
10th Percentile £125 £313 £306
90th Percentile £538 £488 £691
East of England median daily rate £475 £400 £425
% change year-on-year +18.75% -5.88% -10.53%
Number of hourly rates quoted 0 0 2
Cambridgeshire median hourly rate - - £35.00
East of England median hourly rate £45.00 £37.50 £35.00
% change year-on-year +20.00% +7.14% +100.00%

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 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 1185 921 1238
As % of all contract IT jobs advertised in Cambridgeshire 83.39% 81.94% 79.31%
Number of daily rates quoted 597 436 738
Cambridgeshire median daily rate £375 £388 £385
Median daily rate % change year-on-year -3.23% +0.65% +6.21%
10th Percentile £223 £213 £258
90th Percentile £538 £550 £538
East of England median daily rate £425 £400 £400
% change year-on-year +6.25% - +6.67%
Number of hourly rates quoted 116 94 82
Cambridgeshire median hourly rate £39.00 £37.50 £17.75
Median hourly rate % change year-on-year +4.00% +111.27% -35.45%
10th Percentile £11.88 £13.58 £11.50
90th Percentile £49.75 £47.50 £51.13
East of England median hourly rate £31.50 £32.00 £23.75
% change year-on-year -1.56% +34.74% -1.53%

Data Management
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Data Management in Cambridgeshire

Data Management
Contractor Daily Rate Trend in Cambridgeshire

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

Contractor daily rate trend for Data Management in Cambridgeshire

Data Management
Contractor Daily Rate Histogram in Cambridgeshire

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

Contractor daily rate histogram for Data Management in Cambridgeshire

Data Management
Contractor Hourly Rate Trend in Cambridgeshire

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

Contractor hourly rate trend for Data Management in Cambridgeshire

Data Management
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 Management within the Cambridgeshire region over the 6 months to 22 November 2017. 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 -4 6 £325 - 1
Huntingdon - 2 - - 2
Data Management
East of England

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 Cambridgeshire region with a requirement for Data Management.

1 8 (61.54%) Business Intelligence
2 7 (53.85%) Microsoft
3 6 (46.15%) Data Warehouse
3 6 (46.15%) Power BI
4 5 (38.46%) Analytics
4 5 (38.46%) Visualisation
4 5 (38.46%) Information Management
5 4 (30.77%) Microsoft Analysis Services
5 4 (30.77%) Validation
5 4 (30.77%) SQL Server Analysis Services
5 4 (30.77%) SQL
5 4 (30.77%) Oracle
5 4 (30.77%) SQL Server
5 4 (30.77%) SAP
5 4 (30.77%) Microsoft Azure
5 4 (30.77%) NoSQL
5 4 (30.77%) Machine Learning
5 4 (30.77%) Big Data
5 4 (30.77%) HDInsight
5 4 (30.77%) Data Lake
5 4 (30.77%) Data Lake Analytics
5 4 (30.77%) Azure SQL Data Warehouse
6 3 (23.08%) Master Data Management
6 3 (23.08%) Data Visualisation
6 3 (23.08%) Management Information System
6 3 (23.08%) MySQL
6 3 (23.08%) Microsoft Excel
6 3 (23.08%) ETL
6 3 (23.08%) SQL Server Integration Services
7 2 (15.38%) Change Management

Data Management
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 (15.38%) Apache Spark
Applications
1 3 (23.08%) Microsoft Excel
2 2 (15.38%) Microsoft Office
2 2 (15.38%) Microsoft PowerPoint
Business Applications
1 1 (7.69%) Oracle ERP
1 1 (7.69%) SAP MDG
1 1 (7.69%) SAP MDM
Cloud Services
1 4 (30.77%) Data Lake Analytics
1 4 (30.77%) Microsoft Azure
2 2 (15.38%) Azure Data Factory
2 2 (15.38%) Azure Machine Learning
3 1 (7.69%) Amazon AWS
Database & Business Intelligence
1 6 (46.15%) Data Warehouse
1 6 (46.15%) Power BI
2 4 (30.77%) Azure SQL Data Warehouse
2 4 (30.77%) Big Data
2 4 (30.77%) Data Lake
2 4 (30.77%) HDInsight
2 4 (30.77%) Microsoft Analysis Services
2 4 (30.77%) NoSQL
2 4 (30.77%) SQL Server
2 4 (30.77%) SQL Server Analysis Services
3 3 (23.08%) MySQL
3 3 (23.08%) SQL Server Integration Services
4 2 (15.38%) BusinessObjects
4 2 (15.38%) Data Mining
4 2 (15.38%) Hadoop
4 2 (15.38%) Relational Database
4 2 (15.38%) SAP Data Services
4 2 (15.38%) SQL Server Reporting Services
5 1 (7.69%) Amazon Aurora
5 1 (7.69%) PowerPivot
Development Applications
1 2 (15.38%) Visual Studio
2 1 (7.69%) ERwin
2 1 (7.69%) Talend Open Studio
General
1 2 (15.38%) Military
1 2 (15.38%) Pharmaceutical
2 1 (7.69%) Finance
Job Titles
1 4 (30.77%) Analyst
1 4 (30.77%) Architect
2 3 (23.08%) Developer
3 2 (15.38%) Azure Architect
3 2 (15.38%) Azure Developer
3 2 (15.38%) Business Intelligence Architect
3 2 (15.38%) Business Intelligence Developer
3 2 (15.38%) Configuration Analyst
3 2 (15.38%) Configuration Management Analyst
3 2 (15.38%) Data Analyst
3 2 (15.38%) Data Architect
3 2 (15.38%) Information Officer
3 2 (15.38%) Lead Architect
3 2 (15.38%) Lead Data Architect
4 1 (7.69%) Business Intelligence Analyst
4 1 (7.69%) Business Intelligence Lead
4 1 (7.69%) Report Developer
4 1 (7.69%) Salesforce Administrator
4 1 (7.69%) SQL Analyst
4 1 (7.69%) SSIS Analyst
Libraries, Frameworks & Software Standards
1 2 (15.38%) Web Services
Miscellaneous
1 3 (23.08%) Management Information System
2 2 (15.38%) CMDB
2 2 (15.38%) Data Protection Act
2 2 (15.38%) Freedom of Information
2 2 (15.38%) Freedom of Information Act
2 2 (15.38%) RIA
Processes & Methodologies
1 8 (61.54%) Business Intelligence
2 5 (38.46%) Analytics
2 5 (38.46%) Information Management
2 5 (38.46%) Visualisation
3 4 (30.77%) Machine Learning
3 4 (30.77%) Validation
4 3 (23.08%) Data Visualisation
4 3 (23.08%) ETL
4 3 (23.08%) Master Data Management
5 2 (15.38%) Business Analytics
5 2 (15.38%) Change Management
5 2 (15.38%) Customer Requirements
5 2 (15.38%) Data Governance
5 2 (15.38%) Data Protection
5 2 (15.38%) Data Transformation
5 2 (15.38%) Information Governance
5 2 (15.38%) Migration
5 2 (15.38%) PDM
5 2 (15.38%) Process Improvement
5 2 (15.38%) Programme Management
Programming Languages
1 4 (30.77%) SQL
2 2 (15.38%) C
2 2 (15.38%) Python
2 2 (15.38%) U-SQL
Qualifications
1 2 (15.38%) Degree
1 2 (15.38%) Microsoft Certification
Quality Assurance & Compliance
1 2 (15.38%) Data Quality
1 2 (15.38%) Def Stans
1 2 (15.38%) GDPR
1 2 (15.38%) ISO 9001
Vendors
1 7 (53.85%) Microsoft
2 4 (30.77%) Oracle
2 4 (30.77%) SAP
3 1 (7.69%) Informatica
3 1 (7.69%) Salesforce.com
3 1 (7.69%) Tableau
3 1 (7.69%) Talend