Period
to 22 January 2019

The following table provides summary statistics for contract job vacancies advertised in the East of England 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
England > East of England
6 months to
22 Jan 2019
Same period 2018 Same period 2017
Rank 149 169 126
Rank change year-on-year +20 -43 +27
Contract jobs citing Data Management 47 37 56
As % of all contract IT jobs advertised in the East of England 1.05% 0.78% 1.26%
As % of the Processes & Methodologies category 1.23% 0.92% 1.52%
Number of daily rates quoted 27 18 35
East of England median daily rate £550 £459 £388
Median daily rate % change year-on-year +19.89% +18.39% -3.13%
10th Percentile £440 £313 £300
90th Percentile £653 £533 £488
England median daily rate £500 £475 £450
% change year-on-year +5.26% +5.56% -
Number of hourly rates quoted 7 3 6
East of England median hourly rate £17.43 £45.00 £37.50
Median hourly rate % change year-on-year -61.28% +20.00% +7.14%
10th Percentile £10.00 £23.70 £34.00
90th Percentile £43.00 £47.50 £45.63
England median hourly rate £20.25 £28.00 £25.54
% change year-on-year -27.70% +9.65% +41.86%

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 the East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Contract vacancies with a requirement for process or methodology skills 3,831 4,037 3,676
As % of all contract IT jobs advertised in the East of England 85.51% 85.44% 82.66%
Number of daily rates quoted 2,266 2,330 2,107
East of England median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% -
10th Percentile £256 £256 £213
90th Percentile £588 £585 £544
England median daily rate £475 £450 £430
% change year-on-year +5.56% +4.65% +1.18%
Number of hourly rates quoted 181 231 294
East of England median hourly rate £18.75 £31.50 £32.50
Median hourly rate % change year-on-year -40.48% -3.08% +8.33%
10th Percentile £11.17 £12.00 £12.50
90th Percentile £52.50 £49.75 £47.50
England median hourly rate £23.50 £23.14 £23.75
% change year-on-year +1.56% -2.57% +3.26%

Data Management
Job Vacancy Trend in the East of England

Job postings citing Data Management as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Data Management in the East of England

Data Management
Contractor Daily Rate Trend in the East of England

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

Contractor daily rate trend for Data Management in the East of England

Data Management
Contractor Daily Rate Histogram in the East of England

The daily rate distribution of IT jobs citing Data Management in the East of England over the 6 months to 22 January 2019.

Contractor daily rate histogram for Data Management in the East of England

Data Management
Contractor Hourly Rate Trend in the East of England

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

Contractor hourly rate trend for Data Management in the East of England

Data Management
Contractor Hourly Rate Histogram in the East of England

The hourly rate distribution of IT jobs citing Data Management in the East of England over the 6 months to 22 January 2019.

Contractor hourly rate histogram for Data Management in the East of England

Data Management
Contract Job Locations in the East of England

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 East of England 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
Hertfordshire +15 20 £550 +10.00% 11
Cambridgeshire +17 15 £575 +21.05% 3
Essex -15 6 £438 +6.71% 4
Bedfordshire +7 4 £775 +75.14%
Norfolk +10 1 - -
Data Management
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 East of England region with a requirement for Data Management.

1 15 (31.91%) Finance
2 14 (29.79%) ERP
3 12 (25.53%) Data Modelling
4 10 (21.28%) Oracle
5 9 (19.15%) Analytical Skills
6 8 (17.02%) Analytics
6 8 (17.02%) Change Management
6 8 (17.02%) SQL
7 7 (14.89%) Data Warehouse
7 7 (14.89%) Configuration Management
7 7 (14.89%) Data Governance
7 7 (14.89%) JIRA
7 7 (14.89%) Oracle Fusion
8 6 (12.77%) Data Architecture
8 6 (12.77%) Hadoop
8 6 (12.77%) Test Management
8 6 (12.77%) Test Scripting
8 6 (12.77%) Data Quality
8 6 (12.77%) Pharmaceutical
8 6 (12.77%) SQL Server
8 6 (12.77%) SAP
8 6 (12.77%) Defect Management
8 6 (12.77%) Problem-Solving
9 5 (10.64%) Matrix Organization
9 5 (10.64%) MySQL
9 5 (10.64%) Project Management
9 5 (10.64%) ETL
9 5 (10.64%) Business Intelligence
9 5 (10.64%) Migration
9 5 (10.64%) Retail

Data Management
Co-occurring IT Skills in the East of England 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 (6.38%) Apache Spark
1 3 (6.38%) SAS
2 2 (4.26%) SharePoint
3 1 (2.13%) Confluence
Applications
1 2 (4.26%) Microsoft Excel
1 2 (4.26%) MS Visio
2 1 (2.13%) Microsoft Office
2 1 (2.13%) Microsoft PowerPoint
Business Applications
1 2 (4.26%) SAP ERP
2 1 (2.13%) Oracle 11i
2 1 (2.13%) Oracle EBS R12
2 1 (2.13%) Oracle ERP
2 1 (2.13%) Oracle Financials
2 1 (2.13%) Remedy ITSM
2 1 (2.13%) SAP S/4HANA
2 1 (2.13%) Teamcenter
Cloud Services
1 4 (8.51%) Amazon AWS
2 3 (6.38%) Amazon S3
2 3 (6.38%) SaaS
3 2 (4.26%) Amazon EC2
3 2 (4.26%) Amazon Kinesis
3 2 (4.26%) Amazon SQS
3 2 (4.26%) AWS Lambda
3 2 (4.26%) Google Cloud Platform
3 2 (4.26%) Microsoft Azure
3 2 (4.26%) Serverless
4 1 (2.13%) Amazon EMR
4 1 (2.13%) Sumo Logic
Communications & Networking
1 3 (6.38%) HTTP
2 2 (4.26%) SSL
3 1 (2.13%) DNS
3 1 (2.13%) Firewall
3 1 (2.13%) Internet
3 1 (2.13%) SpaceWire
Database & Business Intelligence
1 7 (14.89%) Data Warehouse
2 6 (12.77%) Hadoop
2 6 (12.77%) SQL Server
3 5 (10.64%) MySQL
3 5 (10.64%) NoSQL
4 4 (8.51%) Big Data
4 4 (8.51%) PostgreSQL
5 3 (6.38%) Apache Hive
5 3 (6.38%) DB2
5 3 (6.38%) HBase
6 2 (4.26%) Apache Cassandra
6 2 (4.26%) Data Mining
6 2 (4.26%) MongoDB
6 2 (4.26%) Relational Database
6 2 (4.26%) SQL Server 2005
6 2 (4.26%) SQL Server 2008
6 2 (4.26%) SQL Server 2012
6 2 (4.26%) SQL Server 2014
6 2 (4.26%) Sqoop
7 1 (2.13%) Power BI
Development Applications
1 7 (14.89%) JIRA
2 4 (8.51%) ERwin
3 1 (2.13%) Eclipse
3 1 (2.13%) Eclipse RCP
3 1 (2.13%) Git (software)
3 1 (2.13%) GitLab
3 1 (2.13%) SQL Server Management Studio (SSMS)
3 1 (2.13%) Visual Studio
General
1 15 (31.91%) Finance
2 6 (12.77%) Pharmaceutical
3 5 (10.64%) Retail
4 4 (8.51%) Telecoms
5 2 (4.26%) Legal
6 1 (2.13%) Aerospace
6 1 (2.13%) Avionics
6 1 (2.13%) Back Office
6 1 (2.13%) Banking
6 1 (2.13%) Manufacturing
6 1 (2.13%) Marketing
6 1 (2.13%) Publishing
Job Titles
1 9 (19.15%) Analyst
1 9 (19.15%) Architect
2 7 (14.89%) Data Architect
2 7 (14.89%) Test Manager
3 5 (10.64%) Project Manager
3 5 (10.64%) Technical Manager
3 5 (10.64%) Technical Project Manager
4 4 (8.51%) Data Analyst
4 4 (8.51%) Senior Manager
4 4 (8.51%) Senior Project Manager
4 4 (8.51%) Senior Technical Manager
4 4 (8.51%) Senior Technical Project Manager
4 4 (8.51%) Telecoms Manager
4 4 (8.51%) Telecoms Project Manager
5 3 (6.38%) Business Analyst
5 3 (6.38%) Solutions Architect
6 2 (4.26%) DBA
6 2 (4.26%) SAP Architect
6 2 (4.26%) SAP Solutions Architect
6 2 (4.26%) SQL DBA
Libraries, Frameworks & Software Standards
1 7 (14.89%) Oracle Fusion
2 4 (8.51%) SOAP
2 4 (8.51%) XML
3 3 (6.38%) JSON
3 3 (6.38%) Kafka
3 3 (6.38%) REST
4 2 (4.26%) EDI
4 2 (4.26%) JMS
4 2 (4.26%) Natural Language Processing
4 2 (4.26%) WSDL
5 1 (2.13%) Apache Camel
5 1 (2.13%) JDBC
5 1 (2.13%) RESTful
5 1 (2.13%) Web Services
Miscellaneous
1 9 (19.15%) Analytical Skills
2 4 (8.51%) FMCG
3 3 (6.38%) Data Structures
3 3 (6.38%) Management Information System
3 3 (6.38%) Self-Motivation
4 2 (4.26%) Client/Server
4 2 (4.26%) User Experience
4 2 (4.26%) Virtual Team
5 1 (2.13%) Biotechnology
5 1 (2.13%) CMDB
5 1 (2.13%) Life Science
5 1 (2.13%) Machine to Machine
Operating Systems
1 4 (8.51%) Windows
2 2 (4.26%) Linux
2 2 (4.26%) Solaris
2 2 (4.26%) Unix
2 2 (4.26%) Windows Server 2008
2 2 (4.26%) Windows Server 2012
3 1 (2.13%) Windows Server
Processes & Methodologies
1 14 (29.79%) ERP
2 12 (25.53%) Data Modelling
3 8 (17.02%) Analytics
3 8 (17.02%) Change Management
4 7 (14.89%) Configuration Management
4 7 (14.89%) Data Governance
5 6 (12.77%) Data Architecture
5 6 (12.77%) Defect Management
5 6 (12.77%) Problem-Solving
5 6 (12.77%) Test Management
5 6 (12.77%) Test Scripting
6 5 (10.64%) Business Intelligence
6 5 (10.64%) Data Analysis
6 5 (10.64%) ETL
6 5 (10.64%) Matrix Organization
6 5 (10.64%) Migration
6 5 (10.64%) Project Management
7 4 (8.51%) Agile Software Development
7 4 (8.51%) Service Management
7 4 (8.51%) Validation
Programming Languages
1 8 (17.02%) SQL
2 3 (6.38%) Java
2 3 (6.38%) R
3 2 (4.26%) C
3 2 (4.26%) C++
3 2 (4.26%) MATLAB
3 2 (4.26%) Perl
3 2 (4.26%) Python
3 2 (4.26%) T-SQL
4 1 (2.13%) C#
4 1 (2.13%) JavaScript
Qualifications
1 3 (6.38%) Degree
1 3 (6.38%) Security Cleared
2 2 (4.26%) Computer Science Degree
2 2 (4.26%) MCSA
2 2 (4.26%) Microsoft Certification
2 2 (4.26%) PhD
2 2 (4.26%) SC Cleared
3 1 (2.13%) ITIL Certification
3 1 (2.13%) MBA
3 1 (2.13%) PMI Certification
3 1 (2.13%) PMP
Quality Assurance & Compliance
1 6 (12.77%) Data Quality
2 2 (4.26%) ISO 9000
2 2 (4.26%) QA
2 2 (4.26%) SLA
3 1 (2.13%) Def Stans
3 1 (2.13%) ECSS
3 1 (2.13%) MIL-STD-1553
System Software
1 3 (6.38%) Apache Flume
2 1 (2.13%) Docker
Vendors
1 10 (21.28%) Oracle
2 6 (12.77%) SAP
3 4 (8.51%) BT
4 2 (4.26%) Hortonworks
4 2 (4.26%) Hyperion
4 2 (4.26%) Microsoft
5 1 (2.13%) CA
5 1 (2.13%) Cloudera
5 1 (2.13%) CommVault
5 1 (2.13%) IBM
5 1 (2.13%) Informatica
5 1 (2.13%) Remedy
5 1 (2.13%) Siemens
5 1 (2.13%) Sitecore
5 1 (2.13%) Splunk
5 1 (2.13%) Tableau
5 1 (2.13%) Talend
5 1 (2.13%) Teradata