Period
to 15 December 2017

The following table provides summary statistics for contract job vacancies advertised in Sheffield 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 15 December 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
South Yorkshire > Sheffield
6 months to
15 Dec 2017
Same period 2016 Same period 2015
Rank 54 80 63
Rank change year-on-year +26 -17 -42
Contract jobs citing Data Management 15 2 10
As % of all contract IT jobs advertised in Sheffield 2.10% 0.21% 1.17%
As % of the Processes & Methodologies category 2.46% 0.25% 1.41%
Number of daily rates quoted 39 0 11
Sheffield median daily rate £610 - £695
10th Percentile £413 - £425
90th Percentile £755 - £750
South Yorkshire median daily rate £588 £388 £695
% change year-on-year +51.61% -44.24% +73.75%
Number of hourly rates quoted 0 0 0
Sheffield median hourly rate - - -
South Yorkshire median hourly rate - - -

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 Sheffield with a requirement for process or methodology skills.

All Process and Methodology Skills
Sheffield
Contract vacancies with a requirement for process or methodology skills 609 798 709
As % of all contract IT jobs advertised in Sheffield 85.17% 82.10% 83.02%
Number of daily rates quoted 330 543 538
Sheffield median daily rate £445 £425 £400
Median daily rate % change year-on-year +4.71% +6.25% +14.29%
10th Percentile £275 £286 £255
90th Percentile £600 £575 £563
South Yorkshire median daily rate £425 £425 £400
% change year-on-year - +6.25% +19.40%
Number of hourly rates quoted 8 17 23
Sheffield median hourly rate £23.08 £27.50 £12.50
Median hourly rate % change year-on-year -16.09% +120.00% -18.75%
10th Percentile £17.20 £13.00 £9.25
90th Percentile £40.99 £48.50 £15.80
South Yorkshire median hourly rate £29.35 £22.50 £13.88
% change year-on-year +30.46% +62.16% -11.13%

Data Management
Job Vacancy Trend in Sheffield

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

Job vacancy trend for Data Management in Sheffield

Data Management
Contractor Daily Rate Trend in Sheffield

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

Contractor daily rate trend for Data Management in Sheffield

Data Management
Contractor Daily Rate Histogram in Sheffield

The daily rate distribution of IT jobs citing Data Management in Sheffield over the 6 months to 15 December 2017.

Contractor daily rate histogram for Data Management in Sheffield

For the 6 months to 15 December 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 Sheffield region with a requirement for Data Management.

1 13 (86.67%) SQL
2 12 (80.00%) Unix
2 12 (80.00%) Data Warehouse
2 12 (80.00%) Data Modelling
2 12 (80.00%) Informatica
2 12 (80.00%) Shell Script
2 12 (80.00%) QA
2 12 (80.00%) Data Architecture
2 12 (80.00%) Data Integration
3 9 (60.00%) Big Data
4 8 (53.33%) HBase
4 8 (53.33%) Apache Hive
4 8 (53.33%) MongoDB
4 8 (53.33%) PostgreSQL
4 8 (53.33%) SAS
5 7 (46.67%) ETL
5 7 (46.67%) Oracle
5 7 (46.67%) Data Governance
5 7 (46.67%) Relational Database
6 6 (40.00%) Enterprise Data Warehouse
6 6 (40.00%) Data Engineering
6 6 (40.00%) Analytical Skills
6 6 (40.00%) SFIA
6 6 (40.00%) Data Lake
6 6 (40.00%) Data Strategy
6 6 (40.00%) Collaborative Working
6 6 (40.00%) Tableau
6 6 (40.00%) Continuous Improvement
6 6 (40.00%) Open Source
6 6 (40.00%) Data Visualisation

Data Management
Co-occurring IT Skills in Sheffield 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 (53.33%) SAS
2 2 (13.33%) Apache Spark
Communications & Networking
1 1 (6.67%) Internet
Database & Business Intelligence
1 12 (80.00%) Data Warehouse
2 9 (60.00%) Big Data
3 8 (53.33%) Apache Hive
3 8 (53.33%) HBase
3 8 (53.33%) MongoDB
3 8 (53.33%) PostgreSQL
4 7 (46.67%) Relational Database
5 6 (40.00%) BusinessObjects
5 6 (40.00%) Data Lake
5 6 (40.00%) Enterprise Data Warehouse
5 6 (40.00%) Hadoop
5 6 (40.00%) NoSQL
5 6 (40.00%) Pentaho
6 1 (6.67%) Oracle Database
6 1 (6.67%) Oracle Database 10g
6 1 (6.67%) Oracle Reports
6 1 (6.67%) RDBMS
6 1 (6.67%) SQL Server
6 1 (6.67%) SQL Server 2008
6 1 (6.67%) SQL Server 2016
Development Applications
1 6 (40.00%) ERwin
2 1 (6.67%) LSMW
General
1 6 (40.00%) Finance
Job Titles
1 6 (40.00%) Architect
1 6 (40.00%) Data Architect
1 6 (40.00%) Data Engineer
1 6 (40.00%) Lead Architect
1 6 (40.00%) Lead Data Architect
1 6 (40.00%) Senior Data Engineer
2 4 (26.67%) Business Intelligence Architect
2 4 (26.67%) Business Intelligence Lead
2 4 (26.67%) Data Warehouse Architect
3 2 (13.33%) Integration Engineer
3 2 (13.33%) Senior Integration Engineer
4 1 (6.67%) Administrator
4 1 (6.67%) Data Manager
4 1 (6.67%) Data Migration Manager
4 1 (6.67%) DBA
4 1 (6.67%) Migration Manager
4 1 (6.67%) SAP Data Manager
4 1 (6.67%) SAP Data Migration Manager
4 1 (6.67%) SAP Manager
4 1 (6.67%) Technical Leader
Miscellaneous
1 6 (40.00%) Analytical Skills
1 6 (40.00%) Enterprise Software
1 6 (40.00%) Management Information System
2 1 (6.67%) iSeries
2 1 (6.67%) User Experience
Operating Systems
1 12 (80.00%) Unix
2 1 (6.67%) AIX
2 1 (6.67%) Linux
2 1 (6.67%) Red Hat Enterprise Linux
2 1 (6.67%) Windows
2 1 (6.67%) Windows Server
Processes & Methodologies
1 12 (80.00%) Data Architecture
1 12 (80.00%) Data Integration
1 12 (80.00%) Data Modelling
2 7 (46.67%) Data Governance
2 7 (46.67%) ETL
3 6 (40.00%) Analytics
3 6 (40.00%) Business Intelligence
3 6 (40.00%) Collaborative Working
3 6 (40.00%) Continuous Improvement
3 6 (40.00%) Data Analysis
3 6 (40.00%) Data Engineering
3 6 (40.00%) Data Reconciliation
3 6 (40.00%) Data Strategy
3 6 (40.00%) Data Visualisation
3 6 (40.00%) Information Assurance
3 6 (40.00%) Metadata Management
3 6 (40.00%) Open Source
3 6 (40.00%) Reverse Engineering
3 6 (40.00%) SFIA
3 6 (40.00%) Visualisation
Programming Languages
1 13 (86.67%) SQL
2 12 (80.00%) Shell Script
3 6 (40.00%) PL/SQL
4 2 (13.33%) Python
4 2 (13.33%) R
Quality Assurance & Compliance
1 12 (80.00%) QA
2 6 (40.00%) Data Quality
3 1 (6.67%) SLA
System Software
1 1 (6.67%) Firmware
1 1 (6.67%) Hyper-V
1 1 (6.67%) VMware Infrastructure
Systems Management
1 1 (6.67%) EMC NetWorker
Vendors
1 12 (80.00%) Informatica
2 7 (46.67%) Oracle
3 6 (40.00%) CA
3 6 (40.00%) Tableau
4 1 (6.67%) EMC
4 1 (6.67%) IBM
4 1 (6.67%) NetApp
4 1 (6.67%) Red Hat
4 1 (6.67%) SAP
4 1 (6.67%) VMware