Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies advertised in the South West 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 23 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
England > South West
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 137 143 161
Rank change year-on-year +6 +18 -35
Contract jobs citing Data Management 71 61 60
As % of all contract IT jobs advertised in the South West 1.25% 1.07% 0.92%
As % of the Processes & Methodologies category 1.54% 1.33% 1.16%
Number of daily rates quoted 40 43 41
South West median daily rate £450 £420 £375
Median daily rate % change year-on-year +7.14% +12.00% -14.77%
10th Percentile £275 £313 £263
90th Percentile £601 £620 £500
England median daily rate £475 £463 £450
% change year-on-year +2.70% +2.78% +2.27%
Number of hourly rates quoted 9 0 0
South West median hourly rate £35.00 - -
England median hourly rate £29.75 £27.29 £27.00
% change year-on-year +9.03% +1.06% +51.26%

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 South West with a requirement for process or methodology skills.

All Process and Methodology Skills
South West
Contract vacancies with a requirement for process or methodology skills 4598 4576 5194
As % of all contract IT jobs advertised in the South West 81.25% 80.01% 79.76%
Number of daily rates quoted 2908 3087 3518
South West median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.67% - -
10th Percentile £256 £241 £255
90th Percentile £558 £550 £525
England median daily rate £450 £425 £425
% change year-on-year +5.88% - +6.25%
Number of hourly rates quoted 189 267 259
South West median hourly rate £35.00 £31.50 £39.00
Median hourly rate % change year-on-year +11.11% -19.23% +44.44%
10th Percentile £12.30 £12.00 £14.13
90th Percentile £50.00 £47.50 £49.35
England median hourly rate £24.00 £24.00 £22.50
% change year-on-year - +6.67% +18.42%

Data Management
Job Vacancy Trend in the South West

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

Job vacancy trend for Data Management in the South West

Data Management
Contractor Daily Rate Trend in the South West

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

Contractor daily rate trend for Data Management in the South West

Data Management
Contractor Daily Rate Histogram in the South West

The daily rate distribution of IT jobs citing Data Management in the South West over the 6 months to 23 November 2017.

Contractor daily rate histogram for Data Management in the South West

Data Management
Contractor Hourly Rate Trend in the South West

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

Contractor hourly rate trend for Data Management in the South West

Data Management
Contractor Hourly Rate Histogram in the South West

The hourly rate distribution of IT jobs citing Data Management in the South West over the 6 months to 23 November 2017.

Contractor hourly rate histogram for Data Management in the South West

Data Management
Contract Job Locations in the South West

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 South West region over the 6 months to 23 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
Bristol -3 29 £400 - 9
Wiltshire -8 15 £525 +10.53% 1
Gloucestershire +30 11 £438 -7.89%
Devon +5 10 £550 -
Dorset -2 4 £625 +42.05% 1
Cornwall - 1 - -
Data Management
England

For the 6 months to 23 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 South West region with a requirement for Data Management.

1 24 (33.80%) Finance
2 21 (29.58%) Agile Software Development
2 21 (29.58%) SQL
2 21 (29.58%) Data Quality
2 21 (29.58%) Analytical Skills
3 16 (22.54%) Degree
3 16 (22.54%) Data Warehouse
3 16 (22.54%) Microsoft
3 16 (22.54%) Migration
4 15 (21.13%) Management Information System
4 15 (21.13%) Data Modelling
4 15 (21.13%) Data Analysis
5 12 (16.90%) Stakeholder Management
6 11 (15.49%) ETL
6 11 (15.49%) Oracle
7 10 (14.08%) SAS
7 10 (14.08%) ERP
7 10 (14.08%) Project Management
7 10 (14.08%) Data Migration
7 10 (14.08%) Security Cleared
7 10 (14.08%) Master Data Management
8 9 (12.68%) Data Structures
8 9 (12.68%) SDLC
8 9 (12.68%) SC Cleared
8 9 (12.68%) TOGAF
8 9 (12.68%) Business Analysis
8 9 (12.68%) PL/SQL
8 9 (12.68%) Microsoft Excel
9 8 (11.27%) SQL Server
9 8 (11.27%) Data Architecture

Data Management
Co-occurring IT Skills in the South West 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 10 (14.08%) SAS
2 2 (2.82%) Confluence
2 2 (2.82%) Oracle SOA Suite
3 1 (1.41%) Apache Spark
3 1 (1.41%) Oracle Workflow
Applications
1 9 (12.68%) Microsoft Excel
2 4 (5.63%) SPSS
3 2 (2.82%) Spreadsheet
4 1 (1.41%) Acrobat
4 1 (1.41%) AutoCAD
4 1 (1.41%) CATIA
4 1 (1.41%) Microsoft Office
4 1 (1.41%) MS Visio
4 1 (1.41%) Pro/ENGINEER
4 1 (1.41%) PTC Creo
4 1 (1.41%) Siemens NX
4 1 (1.41%) Windchill
Business Applications
1 2 (2.82%) Lawson
1 2 (2.82%) Oracle BPM
1 2 (2.82%) Oracle ERP
1 2 (2.82%) Unit4 Business World
2 1 (1.41%) Dynamics CRM
2 1 (1.41%) Maximo
2 1 (1.41%) Teamcenter
Cloud Services
1 6 (8.45%) Microsoft Azure
2 3 (4.23%) Azure Data Factory
3 2 (2.82%) Amazon AWS
4 1 (1.41%) Azure Active Directory
4 1 (1.41%) Google Cloud Platform
4 1 (1.41%) IaaS
4 1 (1.41%) PaaS
Communications & Networking
1 3 (4.23%) Internet
2 1 (1.41%) SMS
2 1 (1.41%) WAN
Database & Business Intelligence
1 16 (22.54%) Data Warehouse
2 8 (11.27%) SQL Server
3 6 (8.45%) Power BI
3 6 (8.45%) Relational Database
4 4 (5.63%) Big Data
4 4 (5.63%) BusinessObjects
4 4 (5.63%) DB2
4 4 (5.63%) Enterprise Data Warehouse
4 4 (5.63%) Geospatial Data
4 4 (5.63%) IBM InfoSphere
4 4 (5.63%) SQL Server 2016
4 4 (5.63%) SQL Server Integration Services
5 3 (4.23%) Azure SQL Data Warehouse
5 3 (4.23%) DataStage
5 3 (4.23%) Hadoop
5 3 (4.23%) QlikView
5 3 (4.23%) SQL Server Analysis Services
6 2 (2.82%) Data Lake
6 2 (2.82%) Oracle ODI
6 2 (2.82%) QualityStage
Development Applications
1 5 (7.04%) Team Foundation Server
2 2 (2.82%) JIRA
3 1 (1.41%) ERwin
3 1 (1.41%) Git (software)
3 1 (1.41%) Mercurial
3 1 (1.41%) Talend Open Studio
3 1 (1.41%) TeamCity
3 1 (1.41%) Visual Studio
General
1 24 (33.80%) Finance
2 6 (8.45%) Banking
3 3 (4.23%) Marketing
3 3 (4.23%) Telecoms
4 2 (2.82%) Legal
4 2 (2.82%) Manufacturing
4 2 (2.82%) Military
4 2 (2.82%) Retail
4 2 (2.82%) Retail Banking
5 1 (1.41%) Advertising
5 1 (1.41%) Aerospace
5 1 (1.41%) Automotive
5 1 (1.41%) General Ledger
5 1 (1.41%) Investment Banking
Job Titles
1 22 (30.99%) Analyst
2 15 (21.13%) Architect
3 10 (14.08%) Business Analyst
4 9 (12.68%) Data Architect
4 9 (12.68%) Senior Analyst
5 7 (9.86%) Consultant
6 6 (8.45%) Business Systems Analyst
6 6 (8.45%) Systems Analyst
7 5 (7.04%) Senior Business Systems Analyst
7 5 (7.04%) Senior Systems Analyst
8 4 (5.63%) Azure Consultant
8 4 (5.63%) Data Analyst
9 3 (4.23%) Data Business Analyst
9 3 (4.23%) Data Consultant
9 3 (4.23%) Data Protection Officer
9 3 (4.23%) Developer
9 3 (4.23%) Senior Architect
9 3 (4.23%) Solutions Architect
10 2 (2.82%) MI Manager
10 2 (2.82%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 2 (2.82%) Middleware
1 2 (2.82%) REST
1 2 (2.82%) Web Services
1 2 (2.82%) WSDL
1 2 (2.82%) XML
1 2 (2.82%) XSD
2 1 (1.41%) .NET
2 1 (1.41%) Kafka
2 1 (1.41%) WPF
Miscellaneous
1 21 (29.58%) Analytical Skills
2 15 (21.13%) Management Information System
3 9 (12.68%) Data Structures
4 5 (7.04%) User Experience
5 3 (4.23%) Reference Data
5 3 (4.23%) Taxonomies
6 2 (2.82%) Computer Science
6 2 (2.82%) NHS
6 2 (2.82%) Replication
7 1 (1.41%) Augmented Reality
7 1 (1.41%) Hybrid Cloud
7 1 (1.41%) Internet of Things
7 1 (1.41%) Mainframe
7 1 (1.41%) Social Media
7 1 (1.41%) Virtual Team
Operating Systems
1 4 (5.63%) Windows
2 2 (2.82%) Unix
3 1 (1.41%) Linux
3 1 (1.41%) Windows Server
Processes & Methodologies
1 21 (29.58%) Agile Software Development
2 16 (22.54%) Migration
3 15 (21.13%) Data Analysis
3 15 (21.13%) Data Modelling
4 12 (16.90%) Stakeholder Management
5 11 (15.49%) ETL
6 10 (14.08%) Data Migration
6 10 (14.08%) ERP
6 10 (14.08%) Master Data Management
6 10 (14.08%) Project Management
7 9 (12.68%) Business Analysis
7 9 (12.68%) SDLC
7 9 (12.68%) TOGAF
8 8 (11.27%) Data Architecture
8 8 (11.27%) Data Governance
9 7 (9.86%) Business Intelligence
9 7 (9.86%) Continuous Improvement
9 7 (9.86%) Scrum
10 6 (8.45%) Data Mapping
10 6 (8.45%) Enterprise Architecture
Programming Languages
1 21 (29.58%) SQL
2 9 (12.68%) PL/SQL
3 4 (5.63%) T-SQL
4 3 (4.23%) PowerShell
5 2 (2.82%) C#
5 2 (2.82%) R
5 2 (2.82%) Shell Script
5 2 (2.82%) VBScript
6 1 (1.41%) Python
6 1 (1.41%) SAS Macro
6 1 (1.41%) Scala
Qualifications
1 16 (22.54%) Degree
2 10 (14.08%) Security Cleared
3 9 (12.68%) SC Cleared
4 5 (7.04%) HND
5 2 (2.82%) Computer Science Degree
6 1 (1.41%) DBS Check
Quality Assurance & Compliance
1 21 (29.58%) Data Quality
2 7 (9.86%) QA
3 5 (7.04%) PMO
4 4 (5.63%) GDPR
5 1 (1.41%) HL7
System Software
1 2 (2.82%) Firmware
2 1 (1.41%) Active Directory
2 1 (1.41%) HDFS
2 1 (1.41%) Virtual Machines
Systems Management
1 1 (1.41%) HP Quality Center
1 1 (1.41%) Systems Management Server (SMS)
Vendors
1 16 (22.54%) Microsoft
2 11 (15.49%) Oracle
3 6 (8.45%) IBM
4 5 (7.04%) Tableau
5 4 (5.63%) Teradata
6 3 (4.23%) SAP
7 2 (2.82%) Cloudera
7 2 (2.82%) Cognos
7 2 (2.82%) Infor
7 2 (2.82%) MapR
7 2 (2.82%) Netezza
7 2 (2.82%) Nuix
7 2 (2.82%) Splunk
7 2 (2.82%) Workday
8 1 (1.41%) Adobe
8 1 (1.41%) Google
8 1 (1.41%) HP
8 1 (1.41%) Informatica
8 1 (1.41%) MuleSoft
8 1 (1.41%) Talend