Period
to 19 November 2017

The following table provides summary statistics for contract job vacancies advertised in South Yorkshire with a requirement for Data Architecture skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Architecture over the 6 months to 19 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 Architecture
Yorkshire > South Yorkshire
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 44 81 67
Rank change year-on-year +37 -14 -7
Contract jobs citing Data Architecture 23 5 9
As % of all contract IT jobs advertised in South Yorkshire 2.82% 0.42% 0.91%
As % of the Processes & Methodologies category 3.40% 0.53% 1.12%
Number of daily rates quoted 47 7 6
South Yorkshire median daily rate £575 £700 £444
Median daily rate % change year-on-year -17.86% +57.75% -19.32%
10th Percentile £413 £508 £397
90th Percentile £755 £800 £572
Yorkshire median daily rate £525 £550 £475
% change year-on-year -4.55% +15.79% +0.53%
Number of hourly rates quoted 0 0 0
South Yorkshire median hourly rate - - -
Yorkshire median hourly rate - - -

Data Architecture 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 677 952 801
As % of all contract IT jobs advertised in South Yorkshire 83.07% 80.07% 80.58%
Number of daily rates quoted 380 647 576
South Yorkshire median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25% +19.40%
10th Percentile £263 £263 £228
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 36 49
South Yorkshire median hourly rate £23.08 £22.50 £13.88
Median hourly rate % change year-on-year +2.56% +62.16% -10.48%
10th Percentile £13.50 £12.36 £9.00
90th Percentile £46.98 £48.75 £25.00
Yorkshire median hourly rate £16.00 £14.81 £14.50
% change year-on-year +8.05% +2.12% -

Data Architecture
Job Vacancy Trend in South Yorkshire

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

Job vacancy trend for Data Architecture in South Yorkshire

Data Architecture
Contractor Daily Rate Trend in South Yorkshire

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

Contractor daily rate trend for Data Architecture in South Yorkshire

Data Architecture
Contractor Daily Rate Histogram in South Yorkshire

The daily rate distribution of IT jobs citing Data Architecture in South Yorkshire over the 6 months to 19 November 2017.

Contractor daily rate histogram for Data Architecture in South Yorkshire

Data Architecture
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 Architecture within the South Yorkshire region over the 6 months to 19 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 +28 20 £538 -23.21%
Doncaster - 2 £575 -
Data Architecture
Yorkshire

For the 6 months to 19 November 2017, IT contractor jobs citing Data Architecture 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 Architecture.

1 16 (69.57%) Data Modelling
2 15 (65.22%) SQL
2 15 (65.22%) Data Management
3 14 (60.87%) Data Warehouse
4 13 (56.52%) Data Integration
5 12 (52.17%) Unix
5 12 (52.17%) Informatica
5 12 (52.17%) Shell Script
5 12 (52.17%) QA
6 11 (47.83%) Oracle
7 10 (43.48%) Big Data
8 9 (39.13%) Data Analysis
9 8 (34.78%) Apache Hive
9 8 (34.78%) MongoDB
9 8 (34.78%) SAS
9 8 (34.78%) Business Intelligence
9 8 (34.78%) Finance
9 8 (34.78%) PostgreSQL
9 8 (34.78%) HBase
10 7 (30.43%) Metadata Management
10 7 (30.43%) Data Strategy
10 7 (30.43%) Data Security
10 7 (30.43%) Hadoop
11 6 (26.09%) Visualisation
11 6 (26.09%) Open Source
11 6 (26.09%) NoSQL
11 6 (26.09%) Data Visualisation
11 6 (26.09%) Information Assurance
11 6 (26.09%) Reverse Engineering
11 6 (26.09%) Pentaho

Data Architecture
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 (34.78%) SAS
2 2 (8.70%) Apache Spark
2 2 (8.70%) Oracle SOA Suite
Business Applications
1 2 (8.70%) Salesforce.com CRM
Cloud Services
1 1 (4.35%) Amazon AWS
1 1 (4.35%) Google Cloud Platform
Database & Business Intelligence
1 14 (60.87%) Data Warehouse
2 10 (43.48%) Big Data
3 8 (34.78%) Apache Hive
3 8 (34.78%) HBase
3 8 (34.78%) MongoDB
3 8 (34.78%) PostgreSQL
4 7 (30.43%) Hadoop
5 6 (26.09%) BusinessObjects
5 6 (26.09%) Data Lake
5 6 (26.09%) Enterprise Data Warehouse
5 6 (26.09%) NoSQL
5 6 (26.09%) Pentaho
5 6 (26.09%) Relational Database
6 1 (4.35%) MySQL
6 1 (4.35%) OLAP
6 1 (4.35%) OLTP
6 1 (4.35%) SQL Server
6 1 (4.35%) SQL Server Integration Services
6 1 (4.35%) SQL Server Reporting Services
Development Applications
1 6 (26.09%) ERwin
General
1 8 (34.78%) Finance
2 1 (4.35%) Banking
2 1 (4.35%) Retail Banking
Job Titles
1 17 (73.91%) Architect
1 17 (73.91%) Data Architect
2 6 (26.09%) Data Engineer
2 6 (26.09%) Lead Architect
2 6 (26.09%) Lead Data Architect
2 6 (26.09%) Senior Data Engineer
3 4 (17.39%) Business Intelligence Architect
3 4 (17.39%) Business Intelligence Lead
3 4 (17.39%) Data Warehouse Architect
4 2 (8.70%) Information Architect
4 2 (8.70%) Integration Engineer
4 2 (8.70%) IT Architect
4 2 (8.70%) Senior Integration Engineer
5 1 (4.35%) SQL Server Architect
Libraries, Frameworks & Software Standards
1 2 (8.70%) REST
1 2 (8.70%) SOAP
1 2 (8.70%) Web Services
Miscellaneous
1 6 (26.09%) Analytical Skills
1 6 (26.09%) Enterprise Software
1 6 (26.09%) Management Information System
2 2 (8.70%) Greenfield Project
Operating Systems
1 12 (52.17%) Unix
Processes & Methodologies
1 16 (69.57%) Data Modelling
2 15 (65.22%) Data Management
3 13 (56.52%) Data Integration
4 9 (39.13%) Data Analysis
5 8 (34.78%) Business Intelligence
6 7 (30.43%) Data Security
6 7 (30.43%) Data Strategy
6 7 (30.43%) Metadata Management
7 6 (26.09%) Analytics
7 6 (26.09%) Collaborative Working
7 6 (26.09%) Continuous Improvement
7 6 (26.09%) Data Engineering
7 6 (26.09%) Data Governance
7 6 (26.09%) Data Reconciliation
7 6 (26.09%) Enterprise Architecture
7 6 (26.09%) ETL
7 6 (26.09%) Information Assurance
7 6 (26.09%) Reverse Engineering
7 6 (26.09%) SFIA
7 6 (26.09%) Visualisation
Programming Languages
1 15 (65.22%) SQL
2 12 (52.17%) Shell Script
3 6 (26.09%) PL/SQL
4 2 (8.70%) Java
4 2 (8.70%) Python
4 2 (8.70%) R
Qualifications
1 2 (8.70%) Degree
1 2 (8.70%) MCSD
1 2 (8.70%) Microsoft Certification
Quality Assurance & Compliance
1 12 (52.17%) QA
2 6 (26.09%) Data Quality
Vendors
1 12 (52.17%) Informatica
2 11 (47.83%) Oracle
3 6 (26.09%) CA
3 6 (26.09%) Tableau
4 4 (17.39%) IBM
5 2 (8.70%) hybris
5 2 (8.70%) Microsoft
5 2 (8.70%) Salesforce.com
6 1 (4.35%) Google