Period
to 25 September 2018

The following table provides summary statistics for contract job vacancies advertised in South Yorkshire with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 6 months to 25 September 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 Modelling
Yorkshire > South Yorkshire
6 months to
25 Sep 2018
Same period 2017 Same period 2016
Rank 44 19 44
Rank change year-on-year -25 +25 -25
Contract jobs citing Data Modelling 30 51 37
As % of all contract IT jobs advertised in South Yorkshire 3.42% 6.93% 3.53%
As % of the Processes & Methodologies category 3.99% 8.37% 4.29%
Number of daily rates quoted 22 56 37
South Yorkshire median daily rate £450 £550 £525
Median daily rate % change year-on-year -18.18% +4.76% +6.33%
10th Percentile £269 £413 £318
90th Percentile £609 £702 £775
Yorkshire median daily rate £425 £499 £450
% change year-on-year -14.79% +10.83% +6.51%
Number of hourly rates quoted 0 1 0
South Yorkshire median hourly rate - £26.00 -
Yorkshire median hourly rate £20.00 £20.00 -

Data Modelling 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 752 609 863
As % of all contract IT jobs advertised in South Yorkshire 85.65% 82.74% 82.35%
Number of daily rates quoted 475 336 614
South Yorkshire median daily rate £413 £410 £425
Median daily rate % change year-on-year +0.61% -3.53% +13.33%
10th Percentile £243 £213 £264
90th Percentile £538 £587 £575
Yorkshire median daily rate £413 £400 £400
% change year-on-year +3.13% - +6.67%
Number of hourly rates quoted 20 12 34
South Yorkshire median hourly rate £17.00 £14.00 £22.50
Median hourly rate % change year-on-year +21.43% -37.78% +50.00%
10th Percentile £9.31 £11.01 £10.87
90th Percentile £27.41 £42.80 £49.25
Yorkshire median hourly rate £17.41 £14.20 £14.81
% change year-on-year +22.61% -4.10% +6.72%

Data Modelling
Job Vacancy Trend in South Yorkshire

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

Job vacancy trend for Data Modelling in South Yorkshire

Data Modelling
Contractor Daily Rate Trend in South Yorkshire

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

Contractor daily rate trend for Data Modelling in South Yorkshire

Data Modelling
Contractor Daily Rate Histogram in South Yorkshire

The daily rate distribution of IT jobs citing Data Modelling in South Yorkshire over the 6 months to 25 September 2018.

Contractor daily rate histogram for Data Modelling in South Yorkshire

Data Modelling
Contractor Hourly Rate Trend in South Yorkshire

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

Contractor hourly rate trend for Data Modelling in South Yorkshire

Data Modelling
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 Modelling within the South Yorkshire region over the 6 months to 25 September 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
Sheffield -36 11 £425 -22.73% 1
Doncaster +1 2 £538 +43.33%
Data Modelling
Yorkshire

For the 6 months to 25 September 2018, IT contractor jobs citing Data Modelling 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 South Yorkshire region with a requirement for Data Modelling.

1 13 (43.33%) Oracle
1 13 (43.33%) Business Intelligence
2 11 (36.67%) Data Warehouse
2 11 (36.67%) SQL
3 10 (33.33%) Java
3 10 (33.33%) SOA
3 10 (33.33%) REST
4 9 (30.00%) Jenkins
4 9 (30.00%) Ansible
4 9 (30.00%) Microservices
4 9 (30.00%) Spring Boot
4 9 (30.00%) Continuous Integration
4 9 (30.00%) Puppet
4 9 (30.00%) SOAP
4 9 (30.00%) Web Services
4 9 (30.00%) Spring
4 9 (30.00%) Java 8
5 8 (26.67%) Kubernetes
5 8 (26.67%) Finance
5 8 (26.67%) PL/SQL
5 8 (26.67%) OLAP
5 8 (26.67%) ETL
5 8 (26.67%) Star Schema
5 8 (26.67%) Data Integration
5 8 (26.67%) Oracle OLAP
5 8 (26.67%) Docker
5 8 (26.67%) Oracle ODI
5 8 (26.67%) Kimball Methodology
5 8 (26.67%) Change Data Capture
5 8 (26.67%) Inmon Methodology

Data Modelling
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 1 (3.33%) Apache Spark
1 1 (3.33%) SAS
1 1 (3.33%) WebSphere
1 1 (3.33%) WebSphere Application Server
Communications & Networking
1 3 (10.00%) SMS
2 1 (3.33%) HTTP
Database & Business Intelligence
1 11 (36.67%) Data Warehouse
2 8 (26.67%) OLAP
2 8 (26.67%) Oracle ODI
2 8 (26.67%) Oracle OLAP
2 8 (26.67%) Star Schema
3 5 (16.67%) SQL Server
4 3 (10.00%) MySQL
4 3 (10.00%) Oracle Reports
5 2 (6.67%) Apache Hive
5 2 (6.67%) BusinessObjects
5 2 (6.67%) HBase
5 2 (6.67%) MongoDB
5 2 (6.67%) PostgreSQL
6 1 (3.33%) Big Data
6 1 (3.33%) Enterprise Data Warehouse
6 1 (3.33%) Hadoop
6 1 (3.33%) NoSQL
6 1 (3.33%) Pentaho
6 1 (3.33%) Relational Database
6 1 (3.33%) SAP Data Services
Development Applications
1 9 (30.00%) Jenkins
2 7 (23.33%) Toad
3 3 (10.00%) ERwin
General
1 8 (26.67%) Finance
2 4 (13.33%) Banking
3 2 (6.67%) Retail
4 1 (3.33%) Law
Job Titles
1 12 (40.00%) Developer
2 11 (36.67%) Architect
3 9 (30.00%) Solutions Architect
4 6 (20.00%) ETL Developer
5 3 (10.00%) Business Intelligence Developer
5 3 (10.00%) Business Intelligence Lead
6 2 (6.67%) Administrator
6 2 (6.67%) Data Architect
6 2 (6.67%) Data Modeller
6 2 (6.67%) Java Architect
6 2 (6.67%) Java Solutions Architect
6 2 (6.67%) Software Architect
7 1 (3.33%) Business Developer
7 1 (3.33%) Data Integration Developer
7 1 (3.33%) DBA
7 1 (3.33%) Lead Architect
7 1 (3.33%) Lead Data Architect
7 1 (3.33%) Oracle BI Developer
7 1 (3.33%) Oracle Developer
7 1 (3.33%) WebSphere Application Server Administrator
Libraries, Frameworks & Software Standards
1 10 (33.33%) REST
2 9 (30.00%) SOAP
2 9 (30.00%) Spring
2 9 (30.00%) Spring Boot
2 9 (30.00%) Web Services
3 1 (3.33%) IBM Integration Bus
3 1 (3.33%) JSON
3 1 (3.33%) Oracle GoldenGate
3 1 (3.33%) WebSphere MQ
3 1 (3.33%) XML
3 1 (3.33%) XSLT
Miscellaneous
1 6 (20.00%) Analytical Skills
1 6 (20.00%) DataPower
2 4 (13.33%) Mobile App
3 3 (10.00%) NHS
3 3 (10.00%) User Experience
4 1 (3.33%) Clustering
4 1 (3.33%) Greenfield Project
4 1 (3.33%) Management Information System
4 1 (3.33%) Taxonomies
Operating Systems
1 2 (6.67%) Unix
Processes & Methodologies
1 13 (43.33%) Business Intelligence
2 10 (33.33%) SOA
3 9 (30.00%) Continuous Integration
3 9 (30.00%) Microservices
4 8 (26.67%) Change Data Capture
4 8 (26.67%) Data Integration
4 8 (26.67%) ETL
4 8 (26.67%) Inmon Methodology
4 8 (26.67%) Kimball Methodology
5 7 (23.33%) Problem-Solving
6 6 (20.00%) Decision-Making
7 5 (16.67%) Digital Transformation Programme
8 4 (13.33%) Agile Software Development
8 4 (13.33%) Business Transformation
8 4 (13.33%) Data Analysis
8 4 (13.33%) Data Migration
8 4 (13.33%) Enterprise Architecture
8 4 (13.33%) Migration
8 4 (13.33%) Project Management
9 3 (10.00%) Master Data Management
Programming Languages
1 11 (36.67%) SQL
2 10 (33.33%) Java
3 9 (30.00%) Java 8
4 8 (26.67%) PL/SQL
5 2 (6.67%) Shell Script
6 1 (3.33%) Python
Qualifications
1 3 (10.00%) Degree
1 3 (10.00%) Sun Certification
1 3 (10.00%) TOGAF Certification
Quality Assurance & Compliance
1 4 (13.33%) Data Quality
2 3 (10.00%) QA
System Software
1 8 (26.67%) Docker
Systems Management
1 9 (30.00%) Ansible
1 9 (30.00%) Puppet
2 8 (26.67%) Kubernetes
Vendors
1 13 (43.33%) Oracle
2 5 (16.67%) IBM
3 2 (6.67%) Informatica
3 2 (6.67%) Tableau
4 1 (3.33%) CA
4 1 (3.33%) Cloudera
4 1 (3.33%) Delphix
4 1 (3.33%) Hortonworks
4 1 (3.33%) SAP