Period
to 24 November 2017

The following table provides summary statistics for contract job vacancies advertised in South Yorkshire 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 24 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
Yorkshire > South Yorkshire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 46 83 67
Rank change year-on-year +37 -16 -36
Contract jobs citing Data Management 21 4 10
As % of all contract IT jobs advertised in South Yorkshire 2.52% 0.33% 1.00%
As % of the Processes & Methodologies category 3.03% 0.41% 1.24%
Number of daily rates quoted 43 2 11
South Yorkshire median daily rate £588 £388 £695
Median daily rate % change year-on-year +51.61% -44.24% +73.75%
10th Percentile £413 £369 £513
90th Percentile £755 £406 £750
Yorkshire median daily rate £507 £450 £475
% change year-on-year +12.56% -5.26% +18.75%
Number of hourly rates quoted 0 0 0
South Yorkshire median hourly rate - - -
Yorkshire median hourly rate - - £10.75

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 South Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
South Yorkshire
Contract vacancies with a requirement for process or methodology skills 693 972 807
As % of all contract IT jobs advertised in South Yorkshire 83.19% 80.40% 80.38%
Number of daily rates quoted 387 660 581
South Yorkshire median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25% +19.40%
10th Percentile £263 £263 £230
90th Percentile £600 £575 £550
Yorkshire median daily rate £400 £400 £375
% change year-on-year - +6.67% +7.14%
Number of hourly rates quoted 12 37 49
South Yorkshire median hourly rate £23.08 £22.50 £13.88
Median hourly rate % change year-on-year +2.56% +62.16% -11.76%
10th Percentile £13.50 £12.49 £9.00
90th Percentile £46.98 £48.50 £25.00
Yorkshire median hourly rate £16.00 £14.75 £14.50
% change year-on-year +8.47% +1.72% -

Data Management
Job Vacancy Trend in South Yorkshire

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

Job vacancy trend for Data Management in South Yorkshire

Data Management
Contractor Daily Rate Trend in South Yorkshire

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

Contractor daily rate trend for Data Management in South Yorkshire

Data Management
Contractor Daily Rate Histogram in South Yorkshire

The daily rate distribution of IT jobs citing Data Management in South Yorkshire over the 6 months to 24 November 2017.

Contractor daily rate histogram for Data Management in South Yorkshire

Data Management
Contract Job Locations in South Yorkshire

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 Yorkshire region over the 6 months to 24 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
Sheffield +30 15 £610 -
Doncaster - 3 £575 -
Data Management
Yorkshire

For the 6 months to 24 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 Yorkshire region with a requirement for Data Management.

1 16 (76.19%) Data Modelling
2 15 (71.43%) Data Architecture
3 14 (66.67%) SQL
4 13 (61.90%) Data Warehouse
4 13 (61.90%) Data Integration
5 12 (57.14%) QA
5 12 (57.14%) Oracle
5 12 (57.14%) Unix
5 12 (57.14%) Informatica
5 12 (57.14%) Shell Script
6 9 (42.86%) Finance
6 9 (42.86%) Big Data
7 8 (38.10%) Apache Hive
7 8 (38.10%) MongoDB
7 8 (38.10%) HBase
7 8 (38.10%) PostgreSQL
7 8 (38.10%) SAS
8 7 (33.33%) Business Intelligence
8 7 (33.33%) ETL
8 7 (33.33%) Data Security
8 7 (33.33%) Data Governance
8 7 (33.33%) Metadata Management
8 7 (33.33%) Relational Database
9 6 (28.57%) Enterprise Software
9 6 (28.57%) Data Reconciliation
9 6 (28.57%) Data Quality
9 6 (28.57%) Analytics
9 6 (28.57%) Tableau
9 6 (28.57%) Continuous Improvement
9 6 (28.57%) NoSQL

Data Management
Co-occurring IT Skills in South Yorkshire 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 8 (38.10%) SAS
2 3 (14.29%) Oracle SOA Suite
3 2 (9.52%) Apache Spark
Business Applications
1 3 (14.29%) Salesforce.com CRM
2 1 (4.76%) Primavera
2 1 (4.76%) Teamcenter
Cloud Services
1 1 (4.76%) Amazon AWS
Communications & Networking
1 1 (4.76%) Internet
Database & Business Intelligence
1 13 (61.90%) Data Warehouse
2 9 (42.86%) Big Data
3 8 (38.10%) Apache Hive
3 8 (38.10%) HBase
3 8 (38.10%) MongoDB
3 8 (38.10%) PostgreSQL
4 7 (33.33%) Relational Database
5 6 (28.57%) BusinessObjects
5 6 (28.57%) Data Lake
5 6 (28.57%) Enterprise Data Warehouse
5 6 (28.57%) Hadoop
5 6 (28.57%) NoSQL
5 6 (28.57%) Pentaho
6 4 (19.05%) SQL Server
7 2 (9.52%) MySQL
7 2 (9.52%) Oracle Database
8 1 (4.76%) OLAP
8 1 (4.76%) SQL Server 2008
8 1 (4.76%) SQL Server Integration Services
8 1 (4.76%) SQL Server Reporting Services
Development Applications
1 6 (28.57%) ERwin
2 1 (4.76%) LSMW
General
1 9 (42.86%) Finance
Job Titles
1 11 (52.38%) Architect
2 10 (47.62%) Data Architect
3 6 (28.57%) Data Engineer
3 6 (28.57%) Lead Architect
3 6 (28.57%) Lead Data Architect
3 6 (28.57%) Senior Data Engineer
4 4 (19.05%) Business Intelligence Architect
4 4 (19.05%) Business Intelligence Lead
4 4 (19.05%) Data Warehouse Architect
5 2 (9.52%) DBA
5 2 (9.52%) Information Architect
5 2 (9.52%) Integration Engineer
5 2 (9.52%) Senior Integration Engineer
6 1 (4.76%) Administrator
6 1 (4.76%) Data Migration Manager
6 1 (4.76%) SAP Data Migration Manager
6 1 (4.76%) SAP Manager
6 1 (4.76%) Solutions Architect
6 1 (4.76%) SQL Server Architect
6 1 (4.76%) Technical Leader
Libraries, Frameworks & Software Standards
1 3 (14.29%) REST
1 3 (14.29%) SOAP
2 2 (9.52%) Web Services
Miscellaneous
1 6 (28.57%) Analytical Skills
1 6 (28.57%) Enterprise Software
1 6 (28.57%) Management Information System
2 1 (4.76%) Greenfield Project
2 1 (4.76%) iSeries
2 1 (4.76%) User Experience
Operating Systems
1 12 (57.14%) Unix
2 2 (9.52%) Linux
2 2 (9.52%) Windows
3 1 (4.76%) AIX
3 1 (4.76%) Red Hat Enterprise Linux
3 1 (4.76%) Windows Server
3 1 (4.76%) Windows Server 2008
3 1 (4.76%) Windows Server 2012
Processes & Methodologies
1 16 (76.19%) Data Modelling
2 15 (71.43%) Data Architecture
3 13 (61.90%) Data Integration
4 7 (33.33%) Business Intelligence
4 7 (33.33%) Data Governance
4 7 (33.33%) Data Security
4 7 (33.33%) ETL
4 7 (33.33%) Metadata Management
5 6 (28.57%) Analytics
5 6 (28.57%) Continuous Improvement
5 6 (28.57%) Data Analysis
5 6 (28.57%) Data Engineering
5 6 (28.57%) Data Reconciliation
5 6 (28.57%) Data Visualisation
5 6 (28.57%) Enterprise Architecture
5 6 (28.57%) Information Assurance
5 6 (28.57%) Open Source
5 6 (28.57%) Reverse Engineering
5 6 (28.57%) SFIA
5 6 (28.57%) Visualisation
Programming Languages
1 14 (66.67%) SQL
2 12 (57.14%) Shell Script
3 6 (28.57%) PL/SQL
4 3 (14.29%) Java
5 2 (9.52%) Python
5 2 (9.52%) R
Qualifications
1 2 (9.52%) Degree
1 2 (9.52%) MCSD
1 2 (9.52%) Microsoft Certification
2 1 (4.76%) SC Cleared
2 1 (4.76%) Security Cleared
Quality Assurance & Compliance
1 12 (57.14%) QA
2 6 (28.57%) Data Quality
3 1 (4.76%) SLA
System Software
1 2 (9.52%) Hyper-V
1 2 (9.52%) VMware Infrastructure
2 1 (4.76%) Active Directory
2 1 (4.76%) Firmware
2 1 (4.76%) Microsoft App-V
2 1 (4.76%) Virtual Desktop
Systems Management
1 1 (4.76%) EMC NetWorker
1 1 (4.76%) SCCM
Vendors
1 12 (57.14%) Informatica
1 12 (57.14%) Oracle
2 6 (28.57%) CA
2 6 (28.57%) Tableau
3 3 (14.29%) IBM
3 3 (14.29%) Salesforce.com
4 2 (9.52%) Microsoft
4 2 (9.52%) NetApp
4 2 (9.52%) VMware
5 1 (4.76%) Cisco
5 1 (4.76%) EMC
5 1 (4.76%) Red Hat
5 1 (4.76%) SAP