Period
to 24 November 2017

The following table provides summary statistics for contract job vacancies advertised in Swindon 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 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 Modelling
Wiltshire > Swindon
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 40 47 34
Rank change year-on-year +7 -13 -19
Contract jobs citing Data Modelling 28 17 38
As % of all contract IT jobs advertised in Swindon 3.82% 2.53% 4.36%
As % of the Processes & Methodologies category 4.57% 3.09% 5.46%
Number of daily rates quoted 24 15 29
Swindon median daily rate £475 £550 £480
Median daily rate % change year-on-year -13.64% +14.58% -4.00%
10th Percentile £374 £430 £363
90th Percentile £608 £625 £694
Wiltshire median daily rate £475 £520 £475
% change year-on-year -8.65% +9.47% -5.00%
Number of hourly rates quoted 0 0 0
Swindon median hourly rate - - -
Wiltshire median hourly rate - - -

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 Swindon with a requirement for process or methodology skills.

All Process and Methodology Skills
Swindon
Contract vacancies with a requirement for process or methodology skills 613 551 696
As % of all contract IT jobs advertised in Swindon 83.63% 82.12% 79.91%
Number of daily rates quoted 448 410 525
Swindon median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - -3.15%
10th Percentile £306 £275 £275
90th Percentile £600 £575 £550
Wiltshire median daily rate £425 £400 £388
% change year-on-year +6.25% +3.23% -3.13%
Number of hourly rates quoted 8 3 12
Swindon median hourly rate £13.00 £21.00 £17.00
Median hourly rate % change year-on-year -38.10% +23.55% -25.09%
10th Percentile £12.10 £18.50 £12.50
90th Percentile £28.75 £24.70 £44.60
Wiltshire median hourly rate £32.00 £39.75 £35.00
% change year-on-year -19.50% +13.57% +25.00%

Data Modelling
Job Vacancy Trend in Swindon

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

Job vacancy trend for Data Modelling in Swindon

Data Modelling
Contractor Daily Rate Trend in Swindon

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

Contractor daily rate trend for Data Modelling in Swindon

Data Modelling
Contractor Daily Rate Histogram in Swindon

The daily rate distribution of IT jobs citing Data Modelling in Swindon over the 6 months to 24 November 2017.

Contractor daily rate histogram for Data Modelling in Swindon

For the 6 months to 24 November 2017, IT contractor jobs citing Data Modelling 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 Swindon region with a requirement for Data Modelling.

1 22 (78.57%) Finance
2 11 (39.29%) Data Analysis
2 11 (39.29%) SQL
2 11 (39.29%) ETL
3 10 (35.71%) SQL Server
3 10 (35.71%) Migration
3 10 (35.71%) Data Quality
3 10 (35.71%) Analytical Skills
4 9 (32.14%) Data Migration
4 9 (32.14%) Data Cleansing
4 9 (32.14%) Post-Production
4 9 (32.14%) Stakeholder Management
4 9 (32.14%) JSON
4 9 (32.14%) XML
4 9 (32.14%) Data Warehouse
5 8 (28.57%) Data Transformation
6 7 (25.00%) Analytics
6 7 (25.00%) User Acceptance Testing
6 7 (25.00%) Integration Testing
7 6 (21.43%) Marketing
7 6 (21.43%) Oracle BI EE
7 6 (21.43%) Oracle ODI
7 6 (21.43%) PMO
7 6 (21.43%) Kimball Methodology
7 6 (21.43%) DevOps
7 6 (21.43%) Oracle
7 6 (21.43%) Unix
7 6 (21.43%) Shell Script
8 5 (17.86%) Star Schema
8 5 (17.86%) Programme Management

Data Modelling
Co-occurring IT Skills in Swindon 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 3 (10.71%) Apache Pig
2 1 (3.57%) SAS
2 1 (3.57%) SharePoint
Business Applications
1 1 (3.57%) SAP CRM
1 1 (3.57%) SAP IS-U
Cloud Services
1 1 (3.57%) Amazon AWS
Database & Business Intelligence
1 10 (35.71%) SQL Server
2 9 (32.14%) Data Warehouse
3 6 (21.43%) Oracle BI EE
3 6 (21.43%) Oracle ODI
4 5 (17.86%) Star Schema
5 3 (10.71%) Apache Hive
5 3 (10.71%) Big Data
5 3 (10.71%) Enterprise Data Warehouse
5 3 (10.71%) Hadoop
6 2 (7.14%) Apache Cassandra
6 2 (7.14%) MongoDB
6 2 (7.14%) NoSQL
6 2 (7.14%) SQL Server Integration Services
7 1 (3.57%) Amazon Redshift
7 1 (3.57%) MySQL
General
1 22 (78.57%) Finance
2 6 (21.43%) Marketing
3 1 (3.57%) Banking
3 1 (3.57%) Billing
3 1 (3.57%) Retail
Job Titles
1 5 (17.86%) Developer
1 5 (17.86%) ETL Developer
2 4 (14.29%) Consultant
3 3 (10.71%) Analyst
3 3 (10.71%) Designer
4 2 (7.14%) Architect
4 2 (7.14%) Cassandra DBA
4 2 (7.14%) Data Architect
4 2 (7.14%) Data Consultant
4 2 (7.14%) DBA
4 2 (7.14%) Project Manager
4 2 (7.14%) Senior Manager
4 2 (7.14%) Senior Project Manager
4 2 (7.14%) Technical Analyst
5 1 (3.57%) Banking Analyst
5 1 (3.57%) ETL Consultant
5 1 (3.57%) Integration Project Manager
5 1 (3.57%) Portfolio Manager
5 1 (3.57%) SAP Consultant
5 1 (3.57%) Technical Designer
Libraries, Frameworks & Software Standards
1 9 (32.14%) JSON
1 9 (32.14%) XML
2 1 (3.57%) .NET
Miscellaneous
1 10 (35.71%) Analytical Skills
2 2 (7.14%) Computer Science
2 2 (7.14%) Data Centre
2 2 (7.14%) Replication
3 1 (3.57%) Greenfield Project
3 1 (3.57%) Management Information System
3 1 (3.57%) PMI
Operating Systems
1 6 (21.43%) Unix
Processes & Methodologies
1 11 (39.29%) Data Analysis
1 11 (39.29%) ETL
2 10 (35.71%) Migration
3 9 (32.14%) Data Cleansing
3 9 (32.14%) Data Migration
3 9 (32.14%) Post-Production
3 9 (32.14%) Stakeholder Management
4 8 (28.57%) Data Transformation
5 7 (25.00%) Analytics
5 7 (25.00%) Integration Testing
5 7 (25.00%) User Acceptance Testing
6 6 (21.43%) DevOps
6 6 (21.43%) Kimball Methodology
7 5 (17.86%) Dimensional Modelling
7 5 (17.86%) Programme Management
8 4 (14.29%) Data Ingestion
9 3 (10.71%) Open Source
10 2 (7.14%) Business Transformation
10 2 (7.14%) Data Architecture
10 2 (7.14%) Data Governance
Programming Languages
1 11 (39.29%) SQL
2 6 (21.43%) Shell Script
3 2 (7.14%) CQL
4 1 (3.57%) C#
4 1 (3.57%) PL/SQL
Qualifications
1 4 (14.29%) BPSS Clearance
2 3 (10.71%) Degree
3 1 (3.57%) PMI Certification
3 1 (3.57%) PRINCE2 Certification
3 1 (3.57%) Security Cleared
Quality Assurance & Compliance
1 10 (35.71%) Data Quality
2 6 (21.43%) PMO
3 2 (7.14%) GDPR
4 1 (3.57%) Disclosure Scotland
Vendors
1 6 (21.43%) Oracle
2 3 (10.71%) Informatica
2 3 (10.71%) Microsoft
2 3 (10.71%) Teradata
3 2 (7.14%) SAP