Period
to 27 May 2018

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 27 May 2018 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
27 May 2018
Same period 2017 Same period 2016
Rank 123 145 148
Rank change year-on-year +22 +3 -10
Contract jobs citing Data Management 67 47 38
As % of all contract IT jobs advertised in the East of England 1.52% 1.08% 0.78%
As % of the Processes & Methodologies category 1.78% 1.28% 0.95%
Number of daily rates quoted 37 30 22
East of England median daily rate £475 £450 £475
Median daily rate % change year-on-year +5.56% -5.26% +18.75%
10th Percentile £348 £300 £312
90th Percentile £520 £577 £634
England median daily rate £475 £450 £450
% change year-on-year +5.56% -0.06% +0.06%
Number of hourly rates quoted 9 0 0
East of England median hourly rate £35.00 - -
England median hourly rate £32.50 £19.00 £16.80
% change year-on-year +71.05% +13.13% -25.36%

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 3,754 3,684 3,992
As % of all contract IT jobs advertised in the East of England 85.18% 84.77% 81.44%
Number of daily rates quoted 2,111 2,195 2,328
East of England median daily rate £438 £425 £413
Median daily rate % change year-on-year +2.94% +3.03% +3.13%
10th Percentile £243 £225 £250
90th Percentile £588 £575 £575
England median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +4.94%
Number of hourly rates quoted 222 233 304
East of England median hourly rate £17.50 £33.00 £27.44
Median hourly rate % change year-on-year -46.97% +20.26% +9.76%
10th Percentile £11.18 £13.00 £14.00
90th Percentile £47.50 £49.75 £50.78
England median hourly rate £22.00 £25.50 £23.62
% change year-on-year -13.73% +7.98% +12.45%

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 27 May 2018.

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 27 May 2018.

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 27 May 2018. 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
Cambridgeshire +22 27 £475 +22.58% 6
Bedfordshire +14 18 £446 -3.51% 5
Hertfordshire -13 10 £390 -4.29% 10
Essex +8 6 £450 - 4
Norfolk 0 5 £425 -19.05% 2
Suffolk -4 1 - -
Data Management
England

For the 6 months to 27 May 2018, 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 25 (37.31%) Management Information System
2 24 (35.82%) ITIL
2 24 (35.82%) Microsoft Excel
3 22 (32.84%) Microsoft
4 20 (29.85%) PDM
5 19 (28.36%) Configuration Management
5 19 (28.36%) Change Management
5 19 (28.36%) Microsoft Office
6 18 (26.87%) Military
6 18 (26.87%) Microsoft PowerPoint
6 18 (26.87%) Degree
7 17 (25.37%) Data Quality
7 17 (25.37%) Programme Management
8 16 (23.88%) Agile Software Development
8 16 (23.88%) Oracle
8 16 (23.88%) FTP
9 15 (22.39%) ETL
9 15 (22.39%) C
9 15 (22.39%) Process Improvement
9 15 (22.39%) Def Stans
10 14 (20.90%) Customer Requirements
10 14 (20.90%) Self-Motivation
10 14 (20.90%) CMDB
10 14 (20.90%) SQL
10 14 (20.90%) Linux
10 14 (20.90%) ISO 9001
10 14 (20.90%) Information Management
11 13 (19.40%) PostgreSQL
11 13 (19.40%) DataStage
11 13 (19.40%) QualityStage

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 4 (5.97%) Apache
2 1 (1.49%) Apache Spark
2 1 (1.49%) Confluence
2 1 (1.49%) OpenStack
2 1 (1.49%) SAS
Applications
1 24 (35.82%) Microsoft Excel
2 19 (28.36%) Microsoft Office
3 18 (26.87%) Microsoft PowerPoint
4 6 (8.96%) Windchill
5 3 (4.48%) Microsoft Project
6 2 (2.99%) Spreadsheet
7 1 (1.49%) MS Visio
Business Applications
1 4 (5.97%) Teamcenter
2 2 (2.99%) Dynamics AX
2 2 (2.99%) HFM
3 1 (1.49%) BPCS
3 1 (1.49%) Hyperion Planning
3 1 (1.49%) Movex
3 1 (1.49%) SAP FI
Cloud Services
1 7 (10.45%) Microsoft Azure
2 5 (7.46%) Amazon AWS
2 5 (7.46%) GitHub
3 2 (2.99%) SaaS
4 1 (1.49%) Azure Data Factory
4 1 (1.49%) Azure Machine Learning
4 1 (1.49%) Cloud Computing
4 1 (1.49%) Data Lake Analytics
4 1 (1.49%) Slack
Communications & Networking
1 16 (23.88%) FTP
2 1 (1.49%) DHCP
2 1 (1.49%) DNS
2 1 (1.49%) LAN
2 1 (1.49%) VLAN
2 1 (1.49%) WAN
Database & Business Intelligence
1 13 (19.40%) DataStage
1 13 (19.40%) PostgreSQL
1 13 (19.40%) QualityStage
2 12 (17.91%) DB2
2 12 (17.91%) Informix
3 8 (11.94%) IBM InfoSphere
4 5 (7.46%) Data Warehouse
5 3 (4.48%) BusinessObjects
5 3 (4.48%) Electronic Patient Records
6 2 (2.99%) Azure SQL Data Warehouse
6 2 (2.99%) Big Data
6 2 (2.99%) Hadoop
6 2 (2.99%) MySQL
6 2 (2.99%) Power BI
6 2 (2.99%) SQL Server
7 1 (1.49%) Apache Hive
7 1 (1.49%) MongoDB
7 1 (1.49%) NoSQL
7 1 (1.49%) Relational Database
7 1 (1.49%) SAP Data Services
Development Applications
1 4 (5.97%) Git (software)
2 2 (2.99%) Jenkins
2 2 (2.99%) JIRA
3 1 (1.49%) Cucumber
3 1 (1.49%) Gatling
3 1 (1.49%) LoadRunner
3 1 (1.49%) Maven
3 1 (1.49%) Selenium
3 1 (1.49%) SoapUI
3 1 (1.49%) Visual Studio
3 1 (1.49%) Zephyr
General
1 18 (26.87%) Military
2 11 (16.42%) Finance
3 9 (13.43%) Manufacturing
4 7 (10.45%) Automotive
5 4 (5.97%) Aerospace
5 4 (5.97%) French Language
5 4 (5.97%) German Language
5 4 (5.97%) Retail
6 3 (4.48%) Telecoms
7 2 (2.99%) Electronics
7 2 (2.99%) Marketing
7 2 (2.99%) Pharmaceutical
8 1 (1.49%) Banking
8 1 (1.49%) Investment Banking
8 1 (1.49%) Law
8 1 (1.49%) Legal
Job Titles
1 23 (34.33%) Analyst
2 17 (25.37%) Data Analyst
3 14 (20.90%) Configuration Analyst
3 14 (20.90%) Configuration Management Analyst
3 14 (20.90%) Developer
4 11 (16.42%) ETL Developer
5 10 (14.93%) DataStage Developer
6 9 (13.43%) DataStage ETL Developer
7 6 (8.96%) Project Manager
8 5 (7.46%) Business Analyst
9 4 (5.97%) Configuration Manager
9 4 (5.97%) DevOps Engineer
10 3 (4.48%) Data Manager
10 3 (4.48%) Technical Manager
10 3 (4.48%) Technical Project Manager
11 2 (2.99%) Architect
11 2 (2.99%) Digital Project Manager
11 2 (2.99%) Tester
12 1 (1.49%) MicroStrategy Developer
12 1 (1.49%) Workstream Manager
Libraries, Frameworks & Software Standards
1 12 (17.91%) XML
1 12 (17.91%) XML Schema
2 7 (10.45%) Middleware
3 2 (2.99%) Oracle Fusion
4 1 (1.49%) .NET
4 1 (1.49%) RESTful
4 1 (1.49%) SOAP
4 1 (1.49%) XSL
Miscellaneous
1 25 (37.31%) Management Information System
2 14 (20.90%) CMDB
2 14 (20.90%) Self-Motivation
3 3 (4.48%) Infotainment
4 2 (2.99%) Data Centre
4 2 (2.99%) FMCG
5 1 (1.49%) Algorithms
5 1 (1.49%) Analytical Skills
5 1 (1.49%) Computer Science
5 1 (1.49%) Hybrid Cloud
5 1 (1.49%) Life Science
5 1 (1.49%) LIMS
5 1 (1.49%) Mainframe
5 1 (1.49%) NHS
5 1 (1.49%) Private Cloud
5 1 (1.49%) Public Cloud
5 1 (1.49%) Reference Data
5 1 (1.49%) Replication
5 1 (1.49%) User Experience
5 1 (1.49%) Virtual Team
Operating Systems
1 14 (20.90%) Linux
2 5 (7.46%) Unix
3 1 (1.49%) Windows
Processes & Methodologies
1 24 (35.82%) ITIL
2 20 (29.85%) PDM
3 19 (28.36%) Change Management
3 19 (28.36%) Configuration Management
4 17 (25.37%) Programme Management
5 16 (23.88%) Agile Software Development
6 15 (22.39%) ETL
6 15 (22.39%) Process Improvement
7 14 (20.90%) Customer Requirements
7 14 (20.90%) Information Management
8 13 (19.40%) Data Mapping
9 12 (17.91%) Data Integration
10 9 (13.43%) Incident Management
10 9 (13.43%) Logistics
10 9 (13.43%) SDLC
10 9 (13.43%) Service Management
10 9 (13.43%) V-Model
11 7 (10.45%) Stakeholder Management
12 6 (8.96%) Project Management
13 5 (7.46%) Scrum
Programming Languages
1 15 (22.39%) C
2 14 (20.90%) SQL
3 9 (13.43%) Python
4 5 (7.46%) Perl
5 2 (2.99%) VBA
6 1 (1.49%) Bash Shell
6 1 (1.49%) Java
6 1 (1.49%) JavaScript
6 1 (1.49%) PowerShell
6 1 (1.49%) R
6 1 (1.49%) Ruby
6 1 (1.49%) U-SQL
6 1 (1.49%) VB
Qualifications
1 18 (26.87%) Degree
2 13 (19.40%) Security Cleared
3 10 (14.93%) SC Cleared
4 4 (5.97%) HNC
5 3 (4.48%) PMI Certification
5 3 (4.48%) PMP
6 1 (1.49%) BPSS Clearance
6 1 (1.49%) Computer Science Degree
6 1 (1.49%) DBS Check
6 1 (1.49%) DV Cleared
6 1 (1.49%) ISEB
6 1 (1.49%) Microsoft Certification
Quality Assurance & Compliance
1 17 (25.37%) Data Quality
2 15 (22.39%) Def Stans
3 14 (20.90%) ISO 9001
4 1 (1.49%) Disclosure Scotland
4 1 (1.49%) GDPR
4 1 (1.49%) ISO 9000
4 1 (1.49%) PMO
4 1 (1.49%) QA
4 1 (1.49%) SLA
System Software
1 4 (5.97%) Docker
2 1 (1.49%) VMware Infrastructure
Systems Management
1 4 (5.97%) Ansible
1 4 (5.97%) Kubernetes
1 4 (5.97%) Opscode Chef
1 4 (5.97%) Puppet
1 4 (5.97%) Terraform
2 1 (1.49%) Tivoli
Vendors
1 22 (32.84%) Microsoft
2 16 (23.88%) Oracle
3 12 (17.91%) Teradata
4 10 (14.93%) Citrix
5 9 (13.43%) HP
6 8 (11.94%) IBM
7 6 (8.96%) SAP
8 4 (5.97%) Adobe
9 2 (2.99%) Hyperion
9 2 (2.99%) Informatica
9 2 (2.99%) Remedy
10 1 (1.49%) Cisco
10 1 (1.49%) Embarcadero
10 1 (1.49%) Huawei
10 1 (1.49%) MicroStrategy
10 1 (1.49%) MuleSoft
10 1 (1.49%) Salesforce.com
10 1 (1.49%) SOASTA, Inc
10 1 (1.49%) Tableau
10 1 (1.49%) VMware