Period
to 22 May 2018

The following table provides summary statistics for contract job vacancies advertised in Berkshire 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 22 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
South East > Berkshire
6 months to
22 May 2018
Same period 2017 Same period 2016
Rank 98 72 91
Rank change year-on-year -26 +19 +10
Contract jobs citing Data Modelling 72 94 98
As % of all contract IT jobs advertised in Berkshire 1.83% 2.48% 1.97%
As % of the Processes & Methodologies category 2.17% 3.01% 2.40%
Number of daily rates quoted 43 55 55
Berkshire median daily rate £443 £425 £450
Median daily rate % change year-on-year +4.12% -5.56% +12.50%
10th Percentile £334 £300 £329
90th Percentile £620 £640 £535
South East median daily rate £475 £450 £450
% change year-on-year +5.56% - +5.88%
Number of hourly rates quoted 0 0 1
Berkshire median hourly rate - - £16.09
South East median hourly rate £45.00 £42.50 £16.09
% change year-on-year +5.88% +164.14% -59.78%

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 Berkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Berkshire
Contract vacancies with a requirement for process or methodology skills 3,325 3,120 4,076
As % of all contract IT jobs advertised in Berkshire 84.46% 82.45% 81.98%
Number of daily rates quoted 1,701 1,455 2,187
Berkshire median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25% +3.23%
10th Percentile £275 £255 £251
90th Percentile £588 £575 £542
South East median daily rate £438 £415 £400
% change year-on-year +5.42% +3.75% +6.67%
Number of hourly rates quoted 80 125 128
Berkshire median hourly rate £16.50 £15.50 £15.00
Median hourly rate % change year-on-year +6.45% +3.33% -32.58%
10th Percentile £8.00 £12.00 £10.18
90th Percentile £48.88 £47.80 £53.60
South East median hourly rate £22.30 £20.75 £23.75
% change year-on-year +7.47% -12.63% +5.56%

Data Modelling
Job Vacancy Trend in Berkshire

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

Job vacancy trend for Data Modelling in Berkshire

Data Modelling
Contractor Daily Rate Trend in Berkshire

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

Contractor daily rate trend for Data Modelling in Berkshire

Data Modelling
Contractor Daily Rate Histogram in Berkshire

The daily rate distribution of IT jobs citing Data Modelling in Berkshire over the 6 months to 22 May 2018.

Contractor daily rate histogram for Data Modelling in Berkshire

Data Modelling
Contractor Hourly Rate Trend in Berkshire

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

Contractor hourly rate trend for Data Modelling in Berkshire

Data Modelling
Contract Job Locations in Berkshire

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 Berkshire region over the 6 months to 22 May 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
Reading +4 29 £500 +25.00% 5
Newbury -6 15 £538 +22.86% 3
Bracknell -10 7 £395 -24.76%
Slough -8 4 £450 +5.88% 1
Maidenhead -9 2 £375 -11.76% 3
Windsor - 1 £350 -
Data Modelling
South East

For the 6 months to 22 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 Berkshire region with a requirement for Data Modelling.

1 31 (43.06%) Business Intelligence
2 22 (30.56%) Analytics
3 20 (27.78%) Data Warehouse
4 19 (26.39%) Analytical Skills
5 18 (25.00%) Oracle
6 17 (23.61%) Agile Software Development
6 17 (23.61%) Big Data
7 16 (22.22%) ETL
8 15 (20.83%) SQL Server
8 15 (20.83%) Microsoft Azure
9 13 (18.06%) Migration
9 13 (18.06%) Hadoop
10 12 (16.67%) SQL
11 11 (15.28%) SAP
11 11 (15.28%) Finance
11 11 (15.28%) Data Architecture
11 11 (15.28%) Power BI
12 10 (13.89%) NoSQL
12 10 (13.89%) Data Management
12 10 (13.89%) Microsoft
12 10 (13.89%) Telecoms
13 9 (12.50%) C#
14 8 (11.11%) Informatica
14 8 (11.11%) Teradata
14 8 (11.11%) Data Integration
15 7 (9.72%) Security Cleared
15 7 (9.72%) Multithreading
15 7 (9.72%) Logical Data Model
15 7 (9.72%) Oracle Database
15 7 (9.72%) Business Analysis

Data Modelling
Co-occurring IT Skills in Berkshire 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 7 (9.72%) SAS
2 4 (5.56%) Apache Pig
3 2 (2.78%) WebSphere
4 1 (1.39%) ArcGIS
4 1 (1.39%) IBM Domino
Applications
1 3 (4.17%) SPSS
2 2 (2.78%) Microsoft Excel
Business Applications
1 2 (2.78%) Oracle ERP
1 2 (2.78%) SAP APO
1 2 (2.78%) SAP ERP
1 2 (2.78%) SAP MDG
2 1 (1.39%) Dynamics CRM
2 1 (1.39%) SAP MDM
2 1 (1.39%) SAP Oil and Gas
2 1 (1.39%) SAP S/4HANA
Cloud Services
1 15 (20.83%) Microsoft Azure
2 2 (2.78%) Azure Data Factory
2 2 (2.78%) SuccessFactors
3 1 (1.39%) Amazon AWS
3 1 (1.39%) Google Cloud Platform
3 1 (1.39%) Office 365
Communications & Networking
1 5 (6.94%) SMTP
2 2 (2.78%) 5G
2 2 (2.78%) Ethernet
2 2 (2.78%) Radio Access Network
2 2 (2.78%) Wireless
3 1 (1.39%) AMQP
3 1 (1.39%) Skype
3 1 (1.39%) SMS
Database & Business Intelligence
1 20 (27.78%) Data Warehouse
2 17 (23.61%) Big Data
3 15 (20.83%) SQL Server
4 13 (18.06%) Hadoop
5 11 (15.28%) Power BI
6 10 (13.89%) NoSQL
7 7 (9.72%) Oracle Database
7 7 (9.72%) QlikView
8 4 (5.56%) Apache Hive
8 4 (5.56%) Data Lake
8 4 (5.56%) HBase
8 4 (5.56%) Pentaho
8 4 (5.56%) SQL Server Integration Services
8 4 (5.56%) SQL Server Reporting Services
8 4 (5.56%) Sqoop
9 3 (4.17%) Azure SQL Database
9 3 (4.17%) Mahout
9 3 (4.17%) Redis
9 3 (4.17%) Relational Database
9 3 (4.17%) SAP HANA
Development Applications
1 2 (2.78%) Cucumber
1 2 (2.78%) Eclipse
1 2 (2.78%) ERwin
1 2 (2.78%) JIRA
1 2 (2.78%) JUnit
1 2 (2.78%) Karma Test Runner
1 2 (2.78%) Maven
General
1 11 (15.28%) Finance
2 10 (13.89%) Telecoms
3 5 (6.94%) Banking
4 1 (1.39%) Billing
4 1 (1.39%) Marketing
4 1 (1.39%) Pharmaceutical
4 1 (1.39%) Retail
Job Titles
1 19 (26.39%) Developer
2 18 (25.00%) Architect
3 14 (19.44%) Data Architect
4 10 (13.89%) Analyst
5 8 (11.11%) Business Analyst
5 8 (11.11%) Data Modeller
6 7 (9.72%) Consultant
7 6 (8.33%) Data Consultant
7 6 (8.33%) Insight Consultant
8 5 (6.94%) .NET Developer
8 5 (6.94%) Solutions Architect
9 4 (5.56%) Big Data Architect
9 4 (5.56%) Business Intelligence Developer
9 4 (5.56%) Designer
10 3 (4.17%) Cloud Architect
10 3 (4.17%) Platform Architect
10 3 (4.17%) SAS Developer
11 2 (2.78%) Enterprise Architect
11 2 (2.78%) Financial Analyst
11 2 (2.78%) SQL Developer
Libraries, Frameworks & Software Standards
1 5 (6.94%) .NET
1 5 (6.94%) .NET Core
1 5 (6.94%) ASP.NET
1 5 (6.94%) ASP.NET Web Forms
2 2 (2.78%) AngularJS
2 2 (2.78%) CSS
2 2 (2.78%) Gherkin
2 2 (2.78%) Java EE
2 2 (2.78%) JSON
2 2 (2.78%) JSP
2 2 (2.78%) Kafka
2 2 (2.78%) Node.js
2 2 (2.78%) Servlets
2 2 (2.78%) Spring Boot
2 2 (2.78%) Twitter Bootstrap
2 2 (2.78%) Web Services
2 2 (2.78%) XML
3 1 (1.39%) Apache Avro
3 1 (1.39%) Oracle Fusion
3 1 (1.39%) Protocol Buffers
Miscellaneous
1 19 (26.39%) Analytical Skills
2 6 (8.33%) Data Centre
2 6 (8.33%) Replication
3 5 (6.94%) Data Structures
4 4 (5.56%) Management Information System
5 3 (4.17%) Life Science
6 2 (2.78%) Algorithms
6 2 (2.78%) FMCG
7 1 (1.39%) Computer Science
7 1 (1.39%) Linked Data
Operating Systems
1 5 (6.94%) Windows
Processes & Methodologies
1 31 (43.06%) Business Intelligence
2 22 (30.56%) Analytics
3 17 (23.61%) Agile Software Development
4 16 (22.22%) ETL
5 13 (18.06%) Migration
6 11 (15.28%) Data Architecture
7 10 (13.89%) Data Management
8 8 (11.11%) Data Integration
9 7 (9.72%) Business Analysis
9 7 (9.72%) Logical Data Model
9 7 (9.72%) Multithreading
9 7 (9.72%) MVC
10 6 (8.33%) Data Analytics
10 6 (8.33%) Microservices
11 5 (6.94%) Data Extraction
11 5 (6.94%) Data Science
11 5 (6.94%) Data Strategy
11 5 (6.94%) Enterprise Architecture
11 5 (6.94%) Stakeholder Management
11 5 (6.94%) Use Case
Programming Languages
1 12 (16.67%) SQL
2 9 (12.50%) C#
3 6 (8.33%) Java
3 6 (8.33%) Python
4 5 (6.94%) R
5 4 (5.56%) F#
6 2 (2.78%) JavaScript
6 2 (2.78%) PL/SQL
7 1 (1.39%) Scala
7 1 (1.39%) T-SQL
7 1 (1.39%) VBA
Qualifications
1 7 (9.72%) Security Cleared
2 6 (8.33%) SC Cleared
3 3 (4.17%) Degree
4 1 (1.39%) Computer Science Degree
Quality Assurance & Compliance
1 5 (6.94%) Data Quality
2 1 (1.39%) GDPR
System Software
1 4 (5.56%) Apache Flume
Vendors
1 18 (25.00%) Oracle
2 11 (15.28%) SAP
3 10 (13.89%) Microsoft
4 8 (11.11%) Informatica
4 8 (11.11%) Teradata
5 6 (8.33%) Vertica
6 5 (6.94%) Ab Initio
6 5 (6.94%) Talend
7 4 (5.56%) Cloudera
8 3 (4.17%) Google
8 3 (4.17%) Micro Focus
9 2 (2.78%) Mapinfo
10 1 (1.39%) Cognizant
10 1 (1.39%) Dataiku
10 1 (1.39%) MicroStrategy
10 1 (1.39%) Netezza
10 1 (1.39%) RapidMiner
10 1 (1.39%) Tableau