Period
to 24 May 2018

The following table provides summary statistics for contract job vacancies advertised in Reading 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 May 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
Berkshire > Reading
6 months to
24 May 2018
Same period 2017 Same period 2016
Rank 60 70 71
Rank change year-on-year +10 +1 -8
Contract jobs citing Data Modelling 32 23 47
As % of all contract IT jobs advertised in Reading 2.41% 1.75% 2.43%
As % of the Processes & Methodologies category 2.85% 2.14% 3.03%
Number of daily rates quoted 25 21 26
Reading median daily rate £475 £400 £425
Median daily rate % change year-on-year +18.75% -5.88% +6.25%
10th Percentile £378 £300 £328
90th Percentile £625 £600 £534
Berkshire median daily rate £440 £425 £450
% change year-on-year +3.53% -5.56% +12.50%
Number of hourly rates quoted 0 0 0
Reading median hourly rate - - -
Berkshire median hourly rate - - £16.09

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 Reading with a requirement for process or methodology skills.

All Process and Methodology Skills
Reading
Contract vacancies with a requirement for process or methodology skills 1,124 1,074 1,549
As % of all contract IT jobs advertised in Reading 84.57% 81.67% 80.18%
Number of daily rates quoted 706 539 905
Reading median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25% +3.23%
10th Percentile £263 £244 £250
90th Percentile £613 £575 £525
Berkshire median daily rate £425 £425 £400
% change year-on-year - +6.25% +3.23%
Number of hourly rates quoted 26 41 38
Reading median hourly rate £21.50 £19.00 £21.84
Median hourly rate % change year-on-year +13.16% -13.00% -0.84%
10th Percentile £12.65 £15.00 £11.51
90th Percentile £53.13 £57.50 £63.00
Berkshire median hourly rate £16.50 £16.00 £15.00
% change year-on-year +3.13% +6.67% -32.58%

Data Modelling
Job Vacancy Trend in Reading

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

Job vacancy trend for Data Modelling in Reading

Data Modelling
Contractor Daily Rate Trend in Reading

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

Contractor daily rate trend for Data Modelling in Reading

Data Modelling
Contractor Daily Rate Histogram in Reading

The daily rate distribution of IT jobs citing Data Modelling in Reading over the 6 months to 24 May 2018.

Contractor daily rate histogram for Data Modelling in Reading

Data Modelling
Contractor Hourly Rate Trend in Reading

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

Contractor hourly rate trend for Data Modelling in Reading

For the 6 months to 24 May 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 Reading region with a requirement for Data Modelling.

1 15 (46.88%) Business Intelligence
2 14 (43.75%) Data Warehouse
2 14 (43.75%) Analytics
3 13 (40.63%) Microsoft Azure
4 11 (34.38%) SQL Server
5 9 (28.13%) Oracle
5 9 (28.13%) Power BI
6 8 (25.00%) C#
6 8 (25.00%) NoSQL
7 7 (21.88%) Analytical Skills
7 7 (21.88%) Hadoop
7 7 (21.88%) QlikView
7 7 (21.88%) SC Cleared
7 7 (21.88%) Security Cleared
7 7 (21.88%) Migration
7 7 (21.88%) Agile Software Development
8 6 (18.75%) Informatica
8 6 (18.75%) ETL
8 6 (18.75%) SMTP
8 6 (18.75%) .NET
8 6 (18.75%) Windows
8 6 (18.75%) ASP.NET
8 6 (18.75%) Banking
8 6 (18.75%) Data Management
8 6 (18.75%) MVC
8 6 (18.75%) Multithreading
8 6 (18.75%) Microservices
8 6 (18.75%) ASP.NET Web Forms
8 6 (18.75%) Big Data
8 6 (18.75%) .NET Core

Data Modelling
Co-occurring IT Skills in Reading 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 2 (6.25%) Apache Pig
1 2 (6.25%) SAS
2 1 (3.13%) ArcGIS
Applications
1 2 (6.25%) SPSS
Business Applications
1 2 (6.25%) Oracle ERP
2 1 (3.13%) Remedy ITSM
Cloud Services
1 13 (40.63%) Microsoft Azure
2 2 (6.25%) Azure Data Factory
Communications & Networking
1 6 (18.75%) SMTP
2 1 (3.13%) Radio Access Network
2 1 (3.13%) SMS
Database & Business Intelligence
1 14 (43.75%) Data Warehouse
2 11 (34.38%) SQL Server
3 9 (28.13%) Power BI
4 8 (25.00%) NoSQL
5 7 (21.88%) Hadoop
5 7 (21.88%) QlikView
6 6 (18.75%) Big Data
7 4 (12.50%) Oracle Database
8 3 (9.38%) BusinessObjects
8 3 (9.38%) Pentaho
9 2 (6.25%) Amazon Redshift
9 2 (6.25%) Mahout
9 2 (6.25%) SAP HANA
9 2 (6.25%) SQL Server 2005
9 2 (6.25%) SQL Server 2008
9 2 (6.25%) SQL Server Analysis Services
9 2 (6.25%) SQL Server Integration Services
9 2 (6.25%) SQL Server Reporting Services
9 2 (6.25%) Sqoop
9 2 (6.25%) Triplestore
Development Applications
1 2 (6.25%) ERwin
General
1 6 (18.75%) Banking
2 5 (15.63%) Finance
3 1 (3.13%) Marketing
Job Titles
1 10 (31.25%) Architect
2 8 (25.00%) Data Architect
3 7 (21.88%) Developer
4 6 (18.75%) .NET Developer
5 5 (15.63%) Solutions Architect
6 4 (12.50%) Consultant
6 4 (12.50%) Data Consultant
6 4 (12.50%) Designer
6 4 (12.50%) Insight Consultant
7 2 (6.25%) Analyst
7 2 (6.25%) Business Analyst
7 2 (6.25%) Data Modeller
7 2 (6.25%) Enterprise Architect
7 2 (6.25%) Enterprise Data Architect
8 1 (3.13%) Business Intelligence Consultant
8 1 (3.13%) Business IT Analyst
8 1 (3.13%) Data Manager
8 1 (3.13%) Data Warehouse Consultant
8 1 (3.13%) IT Business Analyst
8 1 (3.13%) SQL Developer
Libraries, Frameworks & Software Standards
1 6 (18.75%) .NET
1 6 (18.75%) .NET Core
1 6 (18.75%) ASP.NET
1 6 (18.75%) ASP.NET Web Forms
2 1 (3.13%) Oracle Fusion
2 1 (3.13%) REST
2 1 (3.13%) SOAP
2 1 (3.13%) Web Services
2 1 (3.13%) XML
Miscellaneous
1 7 (21.88%) Analytical Skills
2 4 (12.50%) Data Centre
2 4 (12.50%) Replication
3 3 (9.38%) Management Information System
4 1 (3.13%) CMDB
4 1 (3.13%) Computer Science
4 1 (3.13%) TM Forum
Operating Systems
1 6 (18.75%) Windows
Processes & Methodologies
1 15 (46.88%) Business Intelligence
2 14 (43.75%) Analytics
3 7 (21.88%) Agile Software Development
3 7 (21.88%) Migration
4 6 (18.75%) Data Management
4 6 (18.75%) ETL
4 6 (18.75%) Microservices
4 6 (18.75%) Multithreading
4 6 (18.75%) MVC
5 5 (15.63%) Data Analytics
5 5 (15.63%) Data Science
5 5 (15.63%) Data Strategy
6 4 (12.50%) Data Architecture
6 4 (12.50%) Data Integration
6 4 (12.50%) Scorecard
7 3 (9.38%) Dimensional Modelling
7 3 (9.38%) PRINCE2
7 3 (9.38%) Project Management
7 3 (9.38%) Six Sigma
8 2 (6.25%) Data Security
Programming Languages
1 8 (25.00%) C#
2 4 (12.50%) SQL
3 3 (9.38%) Python
4 2 (6.25%) F#
4 2 (6.25%) Java
4 2 (6.25%) R
5 1 (3.13%) PL/SQL
5 1 (3.13%) VBA
Qualifications
1 7 (21.88%) SC Cleared
1 7 (21.88%) Security Cleared
2 2 (6.25%) Degree
3 1 (3.13%) Computer Science Degree
3 1 (3.13%) ITIL Certification
Quality Assurance & Compliance
1 2 (6.25%) Data Quality
2 1 (3.13%) GDPR
System Software
1 2 (6.25%) Apache Flume
Vendors
1 9 (28.13%) Oracle
2 6 (18.75%) Informatica
3 5 (15.63%) Microsoft
4 2 (6.25%) SAP
4 2 (6.25%) Talend
4 2 (6.25%) Teradata
4 2 (6.25%) Vertica
5 1 (3.13%) Cognizant
5 1 (3.13%) Netezza
5 1 (3.13%) Remedy