Period
to 25 June 2019

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 25 June 2019 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
25 Jun 2019
Same period 2018 Same period 2017
Rank 79 54 65
Rank change year-on-year -25 +11 +13
Contract jobs citing Data Modelling 25 34 25
As % of all contract IT jobs advertised in Reading 1.82% 2.50% 2.01%
As % of the Processes & Methodologies category 2.09% 2.88% 2.47%
Number of daily rates quoted 17 25 24
Reading median daily rate £475 £450 £381
Median daily rate % change year-on-year +5.56% +18.03% -10.29%
10th Percentile £400 £378 £300
90th Percentile £553 £625 £600
Berkshire median daily rate £500 £425 £413
% change year-on-year +17.65% +3.03% -8.33%
Number of hourly rates quoted 2 0 0
Reading median hourly rate £67.50 - -
Berkshire median hourly rate £67.50 £47.25 -
% change year-on-year +42.86% - -

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 1,194 1,179 1,014
As % of all contract IT jobs advertised in Reading 86.77% 86.56% 81.58%
Number of daily rates quoted 711 720 514
Reading median daily rate £450 £425 £425
Median daily rate % change year-on-year +5.88% - +6.25%
10th Percentile £313 £263 £231
90th Percentile £638 £600 £575
Berkshire median daily rate £450 £425 £425
% change year-on-year +5.88% - +6.25%
Number of hourly rates quoted 40 24 46
Reading median hourly rate £47.50 £21.75 £17.84
Median hourly rate % change year-on-year +118.39% +21.92% -18.32%
10th Percentile £16.25 £12.31 £13.00
90th Percentile £83.90 £54.38 £57.50
Berkshire median hourly rate £21.16 £20.50 £15.25
% change year-on-year +3.22% +34.43% -12.86%

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 25 June 2019.

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 25 June 2019, 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 (60.00%) SQL
2 8 (32.00%) Remedy
2 8 (32.00%) Business Intelligence
2 8 (32.00%) SOAP
2 8 (32.00%) Service Management
2 8 (32.00%) Telecoms
2 8 (32.00%) CMDB
2 8 (32.00%) Remedy ITSM
2 8 (32.00%) Microsoft Azure
2 8 (32.00%) 4G
2 8 (32.00%) REST
2 8 (32.00%) Radio Access Network
2 8 (32.00%) Power BI
2 8 (32.00%) Power Platform
3 7 (28.00%) TM Forum
3 7 (28.00%) Pentaho
3 7 (28.00%) Asset Management
3 7 (28.00%) ITSM
3 7 (28.00%) Web Services
3 7 (28.00%) XML
3 7 (28.00%) ITIL
3 7 (28.00%) ITIL Certification
3 7 (28.00%) Configuration Management
4 6 (24.00%) Azure SQL Database
5 5 (20.00%) Data Lake
5 5 (20.00%) SC Cleared
5 5 (20.00%) Security Cleared
5 5 (20.00%) Data Warehouse
5 5 (20.00%) Agile Software Development
6 4 (16.00%) Stakeholder Management

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:

Applications
1 2 (8.00%) Microsoft Excel
Business Applications
1 8 (32.00%) Remedy ITSM
2 1 (4.00%) SAP IS-U
Cloud Services
1 8 (32.00%) Microsoft Azure
1 8 (32.00%) Power Platform
2 2 (8.00%) iPaaS
3 1 (4.00%) Azure Data Factory
3 1 (4.00%) Boomi
3 1 (4.00%) IaaS
3 1 (4.00%) PaaS
3 1 (4.00%) SaaS
3 1 (4.00%) Serverless
Communications & Networking
1 8 (32.00%) 4G
1 8 (32.00%) Radio Access Network
2 1 (4.00%) 3G
Database & Business Intelligence
1 8 (32.00%) Power BI
2 7 (28.00%) Pentaho
3 6 (24.00%) Azure SQL Database
4 5 (20.00%) Data Lake
4 5 (20.00%) Data Warehouse
5 4 (16.00%) Azure SQL Data Warehouse
6 2 (8.00%) Microsoft Analysis Services
7 1 (4.00%) Cosmos DB
7 1 (4.00%) Data Mart
7 1 (4.00%) DTS
7 1 (4.00%) Oracle Database
7 1 (4.00%) Oracle Database 12c
7 1 (4.00%) Oracle ODI
7 1 (4.00%) SQL Server
7 1 (4.00%) SQL Server Analysis Services
7 1 (4.00%) SQL Server Integration Services
Development Applications
1 1 (4.00%) JIRA
1 1 (4.00%) Toad
General
1 8 (32.00%) Telecoms
2 1 (4.00%) Retail
Job Titles
1 13 (52.00%) Architect
2 4 (16.00%) Analyst
2 4 (16.00%) Consultant
3 3 (12.00%) Azure Consultant
3 3 (12.00%) Business Analyst
3 3 (12.00%) Business Intelligence Consultant
3 3 (12.00%) Power BI Consultant
4 2 (8.00%) Data Model Consultant
4 2 (8.00%) Developer
4 2 (8.00%) Field Engineer
4 2 (8.00%) Integration Architect
5 1 (4.00%) Business Architect
5 1 (4.00%) Business Intelligence Developer
5 1 (4.00%) Data Analyst
5 1 (4.00%) Data Architect
5 1 (4.00%) Network Architect
5 1 (4.00%) Power BI Developer
5 1 (4.00%) Project Manager
5 1 (4.00%) Remedy Analyst
5 1 (4.00%) Remedy Architect
Libraries, Frameworks & Software Standards
1 8 (32.00%) REST
1 8 (32.00%) SOAP
2 7 (28.00%) Web Services
2 7 (28.00%) XML
3 1 (4.00%) Java EE
Miscellaneous
1 8 (32.00%) CMDB
2 7 (28.00%) TM Forum
3 3 (12.00%) Analytical Skills
4 2 (8.00%) Management Information System
5 1 (4.00%) Data Structures
5 1 (4.00%) Reference Data
5 1 (4.00%) Smart Meter
5 1 (4.00%) Taxonomies
Processes & Methodologies
1 8 (32.00%) Business Intelligence
1 8 (32.00%) Service Management
2 7 (28.00%) Asset Management
2 7 (28.00%) Configuration Management
2 7 (28.00%) ITIL
2 7 (28.00%) ITSM
3 5 (20.00%) Agile Software Development
4 4 (16.00%) Logical Data Model
4 4 (16.00%) Stakeholder Management
5 3 (12.00%) DevOps
5 3 (12.00%) User Acceptance Testing
6 2 (8.00%) Analytics
6 2 (8.00%) Dashboard Development
6 2 (8.00%) Data Analysis
6 2 (8.00%) Data Visualisation
6 2 (8.00%) GAP Analysis
6 2 (8.00%) Use Case
6 2 (8.00%) Visualisation
7 1 (4.00%) API Design
7 1 (4.00%) Conceptual Models
Programming Languages
1 15 (60.00%) SQL
2 3 (12.00%) Java
3 1 (4.00%) Data Analysis Expressions (DAX)
3 1 (4.00%) Groovy
3 1 (4.00%) JavaScript
3 1 (4.00%) Perl
3 1 (4.00%) PL/SQL
3 1 (4.00%) Python
Qualifications
1 7 (28.00%) ITIL Certification
2 5 (20.00%) SC Cleared
2 5 (20.00%) Security Cleared
3 1 (4.00%) Degree
Quality Assurance & Compliance
1 2 (8.00%) Data Quality
2 1 (4.00%) Dublin Core
Vendors
1 8 (32.00%) Remedy
2 2 (8.00%) Microsoft
2 2 (8.00%) Oracle
3 1 (4.00%) BMC
3 1 (4.00%) Cisco
3 1 (4.00%) Cramer
3 1 (4.00%) Databricks
3 1 (4.00%) Dell
3 1 (4.00%) IBM
3 1 (4.00%) Nokia
3 1 (4.00%) Salesforce.com
3 1 (4.00%) SAP
3 1 (4.00%) Solace