Period
to 22 January 2019

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 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 Management
East of England > Cambridgeshire
6 months to
22 Jan 2019
Same period 2018 Same period 2017
Rank 67 84 66
Rank change year-on-year +17 -18 +12
Contract jobs citing Data Management 15 16 11
As % of all contract IT jobs advertised in Cambridgeshire 1.40% 1.24% 1.04%
As % of the Processes & Methodologies category 1.62% 1.42% 1.27%
Number of daily rates quoted 11 9 8
Cambridgeshire median daily rate £575 £475 £388
Median daily rate % change year-on-year +21.05% +22.58% +19.23%
10th Percentile £450 £313 £293
90th Percentile £638 £488 £488
East of England median daily rate £550 £459 £388
% change year-on-year +19.89% +18.39% -3.13%
Number of hourly rates quoted 2 0 0
Cambridgeshire median hourly rate £10.00 - -
East of England median hourly rate £17.43 £45.00 £37.50
% change year-on-year -61.28% +20.00% +7.14%

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 924 1,127 866
As % of all contract IT jobs advertised in Cambridgeshire 86.11% 87.23% 82.16%
Number of daily rates quoted 508 558 371
Cambridgeshire median daily rate £428 £390 £375
Median daily rate % change year-on-year +9.62% +4.00% -6.25%
10th Percentile £263 £257 £213
90th Percentile £588 £563 £538
East of England median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% -
Number of hourly rates quoted 69 102 103
Cambridgeshire median hourly rate £22.50 £40.00 £33.50
Median hourly rate % change year-on-year -43.75% +19.40% -5.63%
10th Percentile £11.25 £12.25 £13.55
90th Percentile £52.50 £51.10 £47.50
East of England median hourly rate £18.75 £31.50 £32.50
% change year-on-year -40.48% -3.08% +8.33%

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 January 2019.

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 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 +4 11 £581 +78.85% 4
Huntingdon +5 2 - -
Peterborough - 1 £450 -
Data Management
East of England

For the 6 months to 22 January 2019, IT contractor jobs citing Data Management 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 Management.

1 6 (40.00%) Data Modelling
2 5 (33.33%) Finance
2 5 (33.33%) Analytics
3 4 (26.67%) Analytical Skills
3 4 (26.67%) Data Architecture
3 4 (26.67%) Hadoop
3 4 (26.67%) MySQL
3 4 (26.67%) Data Warehouse
3 4 (26.67%) Problem-Solving
4 3 (20.00%) Scorecard
4 3 (20.00%) SOAP
4 3 (20.00%) SQL
4 3 (20.00%) ERwin
4 3 (20.00%) ETL
4 3 (20.00%) PostgreSQL
4 3 (20.00%) Change Management
4 3 (20.00%) Amazon S3
4 3 (20.00%) Amazon AWS
4 3 (20.00%) Apache Hive
4 3 (20.00%) NoSQL
4 3 (20.00%) R
4 3 (20.00%) REST
4 3 (20.00%) Data Quality
4 3 (20.00%) Apache Spark
4 3 (20.00%) Risk Analytics
4 3 (20.00%) Pharmaceutical
5 2 (13.33%) User Experience
5 2 (13.33%) Mentoring
5 2 (13.33%) Data Stewardship
5 2 (13.33%) Performance Monitoring

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 3 (20.00%) Apache Spark
2 2 (13.33%) SAS
Applications
1 2 (13.33%) MS Visio
Business Applications
1 1 (6.67%) SAP S/4HANA
Cloud Services
1 3 (20.00%) Amazon AWS
1 3 (20.00%) Amazon S3
2 2 (13.33%) Amazon EC2
2 2 (13.33%) Amazon Kinesis
2 2 (13.33%) Amazon SQS
2 2 (13.33%) AWS Lambda
2 2 (13.33%) Google Cloud Platform
2 2 (13.33%) Serverless
3 1 (6.67%) Amazon EMR
3 1 (6.67%) Microsoft Azure
Communications & Networking
1 2 (13.33%) HTTP
1 2 (13.33%) SSL
Database & Business Intelligence
1 4 (26.67%) Data Warehouse
1 4 (26.67%) Hadoop
1 4 (26.67%) MySQL
2 3 (20.00%) Apache Hive
2 3 (20.00%) NoSQL
2 3 (20.00%) PostgreSQL
3 2 (13.33%) Apache Cassandra
3 2 (13.33%) Big Data
3 2 (13.33%) Data Mining
3 2 (13.33%) HBase
3 2 (13.33%) MongoDB
3 2 (13.33%) Sqoop
4 1 (6.67%) Amazon Aurora
4 1 (6.67%) Amazon Redshift
4 1 (6.67%) Data Lake
Development Applications
1 3 (20.00%) ERwin
2 1 (6.67%) Git (software)
2 1 (6.67%) GitLab
2 1 (6.67%) Visual Studio
General
1 5 (33.33%) Finance
2 3 (20.00%) Pharmaceutical
3 1 (6.67%) Back Office
3 1 (6.67%) Banking
3 1 (6.67%) Legal
3 1 (6.67%) Manufacturing
3 1 (6.67%) Publishing
Job Titles
1 4 (26.67%) Architect
2 3 (20.00%) Data Architect
3 2 (13.33%) Data Scientist
3 2 (13.33%) Support Officer
4 1 (6.67%) Analyst
4 1 (6.67%) Business Analyst
4 1 (6.67%) Data Engineer
4 1 (6.67%) Data Modeller
4 1 (6.67%) Data Warehouse Architect
4 1 (6.67%) Enterprise Architect
4 1 (6.67%) Enterprise Data Architect
4 1 (6.67%) Risk Analyst
4 1 (6.67%) Risk Business Analyst
4 1 (6.67%) SAP Architect
4 1 (6.67%) SAP Solutions Architect
4 1 (6.67%) Solutions Architect
4 1 (6.67%) Supply Chain Director
4 1 (6.67%) Systems Engineer
Libraries, Frameworks & Software Standards
1 3 (20.00%) REST
1 3 (20.00%) SOAP
2 2 (13.33%) JMS
2 2 (13.33%) JSON
2 2 (13.33%) Kafka
2 2 (13.33%) Natural Language Processing
2 2 (13.33%) WSDL
2 2 (13.33%) XML
3 1 (6.67%) Apache Camel
3 1 (6.67%) EDI
3 1 (6.67%) Web Services
Miscellaneous
1 4 (26.67%) Analytical Skills
2 2 (13.33%) User Experience
3 1 (6.67%) Biotechnology
3 1 (6.67%) Data Structures
3 1 (6.67%) Life Science
3 1 (6.67%) Management Information System
3 1 (6.67%) Virtual Team
Operating Systems
1 2 (13.33%) Linux
1 2 (13.33%) Solaris
1 2 (13.33%) Unix
1 2 (13.33%) Windows
Processes & Methodologies
1 6 (40.00%) Data Modelling
2 5 (33.33%) Analytics
3 4 (26.67%) Data Architecture
3 4 (26.67%) Problem-Solving
4 3 (20.00%) Change Management
4 3 (20.00%) ETL
4 3 (20.00%) Risk Analytics
4 3 (20.00%) Scorecard
5 2 (13.33%) Agile Software Development
5 2 (13.33%) Applied Mathematics
5 2 (13.33%) Artificial Intelligence
5 2 (13.33%) Business Analysis
5 2 (13.33%) Data Security
5 2 (13.33%) Econometrics
5 2 (13.33%) ERP
5 2 (13.33%) Mathematics
5 2 (13.33%) Predictive Analytics
5 2 (13.33%) Risk Management
5 2 (13.33%) Software Engineering
5 2 (13.33%) Statistics
Programming Languages
1 3 (20.00%) R
1 3 (20.00%) SQL
2 2 (13.33%) C
2 2 (13.33%) C++
2 2 (13.33%) Java
2 2 (13.33%) MATLAB
2 2 (13.33%) Perl
2 2 (13.33%) Python
3 1 (6.67%) C#
3 1 (6.67%) JavaScript
Qualifications
1 2 (13.33%) PhD
2 1 (6.67%) Degree
2 1 (6.67%) MBA
Quality Assurance & Compliance
1 3 (20.00%) Data Quality
2 2 (13.33%) QA
System Software
1 2 (13.33%) Apache Flume
2 1 (6.67%) Docker
Vendors
1 2 (13.33%) Hortonworks
1 2 (13.33%) SAP
2 1 (6.67%) CommVault
2 1 (6.67%) Talend