The statistics below represent IT contracts advertised across the UK that had Data Modeller featuring in the job title. Included is a guide to the contractor rates offered over the 3 months to 21 February 2017 with a comparison to same period over 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Data Modeller
UK
Rank 546 537 530
Rank change year-on-year
-9 -7
Contract jobs requiring a Data Modeller 50 87 90
As % of all contract IT jobs located in the UK 0.11% 0.17% 0.17%
As % of the Job Titles category 0.12% 0.18% 0.18%
Number of daily rates quoted 30 70 65
Median daily rate £459 £458 £500
Median daily rate % change year-on-year
+0.32% -8.50%
90% offered a daily rate of more than £361 £300 £365
10% offered a daily rate of more than £660 £625 £650
UK excluding London median daily rate £438 £470 £500
% change year-on-year
-6.91% -6.00%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

The following table is for comparison with the above and provides statistics for the entire Job Titles category in contract jobs advertised across the UK. Most job vacancies include a discernible job title. As such the figures in the first row provide an indication of the total number of contract jobs in the overall sample.

Job Titles Category
UK
Contract IT job ads with a match in the
Job Titles category
42939 48598 48934
As % of all contract IT jobs located in the UK 94.70% 94.99% 94.80%
Number of daily rates quoted 28014 31275 30245
Median daily rate £425 £415 £400
Median daily rate % change year-on-year
+2.40% +3.75%
90% offered a daily rate of more than £250 £260 £240
10% offered a daily rate of more than £600 £575 £563
UK excluding London median daily rate £400 £380 £375
% change year-on-year
+5.26% +1.33%
Number of hourly rates quoted 1573 1632 1895
Median hourly rate £18.00 £17.50 £17.50
Median hourly rate % change year-on-year
+2.85% -
90% offered a hourly rate of more than £11.17 £11.00 £11.00
10% offered a hourly rate of more than £47.00 £50.00 £40.60
UK excluding London median hourly rate £17.50 £18.00 £16.75
% change year-on-year
-2.77% +7.46%

Data Modeller
Jobs Demand Trend

The demand trend of IT contracts that featured Data Modeller in the job title.

Data Modeller Jobs Demand Trend in the UK

Data Modeller
Daily Rate Trend

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Modeller within the UK.

Data Modeller Daily Rate Trend in the UK

Data Modeller
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modeller within the UK over the 3 months to 21 February 2017.

Data Modeller Daily Rate Histogram in the UK

Data Modeller
Hourly Rate Trend

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

Data Modeller Hourly Rate Trend in the UK

Data Modeller
Top 25 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modeller within the UK over the 3 months to 21 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -8 46 £468 +0.64% 1
London -9 29 £475 +8.57%
South East +14 6 £625 +44.92% 1
North West +27 5 - -
South West +4 5 £400 -20.00%
Scotland +20 4 £450 +12.50% 1
West Sussex - 4 £625 -
Bristol +2 3 £400 -5.88%
City of London -1 3 £535 +33.75%
Horsham - 3 £625 -
Glasgow - 3 - -
Canary Wharf - 3 - -
Merseyside - 2 - -
Berkshire +17 1 £425 -
West Yorkshire +15 1 £325 +30.00%
Edinburgh +15 1 £450 +12.50% 1
Milton Keynes +6 1 - -
Leeds +3 1 £325 +30.00%
Buckinghamshire +3 1 - -
Dorset +1 1 - -
Yorkshire -5 1 £325 -44.68%
Plymouth - 1 - -
Devon - 1 - -
Cheshire - 1 - -
Dorchester - 1 - -

Data Modeller Skill Set
Top 30 Related IT Skills

For the 6 months to 21 February 2017, Data Modeller contract jobs required the following IT skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads featuring Data Modeller in the job title.

1 104 (98.11%) Data Modelling
2 35 (33.02%) Logical Data Model
3 33 (31.13%) Finance
4 24 (22.64%) ETL
5 21 (19.81%) ERwin
6 20 (18.87%) Business Analysis
7 19 (17.92%) Physical Data Model
8 17 (16.04%) Banking
9 16 (15.09%) Data Management
9 16 (15.09%) SQL
9 16 (15.09%) Analytics
10 15 (14.15%) Data Warehouse
10 15 (14.15%) Stakeholder Management
11 14 (13.21%) Degree
12 12 (11.32%) Data Analysis
12 12 (11.32%) Oracle
12 12 (11.32%) Relational Database
12 12 (11.32%) Analytical Skills
13 11 (10.38%) Data Governance
13 11 (10.38%) Migration
14 10 (9.43%) SQL Server
14 10 (9.43%) Big Data
14 10 (9.43%) Data Architecture
15 9 (8.49%) Data Analytics
15 9 (8.49%) Python
16 8 (7.55%) Data Transformation
16 8 (7.55%) Data Mapping
16 8 (7.55%) Visualisation
17 7 (6.60%) XML
17 7 (6.60%) Validation

Data Modeller Skill Set
Top Related IT Skills 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 (2.83%) SAS
2 2 (1.89%) Apache Solr
2 2 (1.89%) Apache Spark
2 2 (1.89%) Elasticsearch
2 2 (1.89%) IIS
3 1 (0.94%) Apache Pig
3 1 (0.94%) CICS
3 1 (0.94%) SharePoint
Applications
1 1 (0.94%) MS Excel
1 1 (0.94%) Spreadsheet
1 1 (0.94%) SPSS
Business Applications
1 1 (0.94%) SAP Oil and Gas
Cloud Services
1 2 (1.89%) Microsoft Azure
2 1 (0.94%) Cloud Computing
Database & Business Intelligence
1 15 (14.15%) Data Warehouse
2 12 (11.32%) Relational Database
3 10 (9.43%) Big Data
3 10 (9.43%) SQL Server
4 5 (4.72%) Hadoop
4 5 (4.72%) SQL Server Integration Services
5 4 (3.77%) DB2
5 4 (3.77%) MySQL
5 4 (3.77%) Pentaho
5 4 (3.77%) RDBMS
6 3 (2.83%) Enterprise Data Warehouse
6 3 (2.83%) HBase
6 3 (2.83%) Neo4j
6 3 (2.83%) NoSQL
6 3 (2.83%) PostgreSQL
6 3 (2.83%) SQL Server Reporting Services
7 2 (1.89%) Oracle Database
7 2 (1.89%) Parquet
7 2 (1.89%) Power BI
7 2 (1.89%) SQL Server 2014
Development Applications
1 21 (19.81%) ERwin
2 2 (1.89%) Talend Open Studio
3 1 (0.94%) PowerDesigner
3 1 (0.94%) Team Foundation Server
3 1 (0.94%) Toad
3 1 (0.94%) Visual Studio
General
1 33 (31.13%) Finance
2 17 (16.04%) Banking
3 7 (6.60%) Investment Banking
4 6 (5.66%) Retail
5 3 (2.83%) Front Office
5 3 (2.83%) Telecoms
6 2 (1.89%) Marketing
7 1 (0.94%) Back Office
7 1 (0.94%) Billing
7 1 (0.94%) Electronics
7 1 (0.94%) Financial Institution
7 1 (0.94%) Law
7 1 (0.94%) Legal
7 1 (0.94%) Manufacturing
7 1 (0.94%) Publishing
Libraries, Frameworks & Software Standards
1 7 (6.60%) XML
2 3 (2.83%) FIX Protocol
3 2 (1.89%) Apache Avro
3 2 (1.89%) Elastic Stack
3 2 (1.89%) JSON
3 2 (1.89%) Kafka
3 2 (1.89%) Lucene
3 2 (1.89%) REST
3 2 (1.89%) Spark Streaming
4 1 (0.94%) .NET
4 1 (0.94%) Apache Camel
4 1 (0.94%) SOAP
4 1 (0.94%) XML Messaging
Miscellaneous
1 12 (11.32%) Analytical Skills
2 6 (5.66%) Data Structures
3 4 (3.77%) Management Information System
4 3 (2.83%) Derivative
4 3 (2.83%) Equities
4 3 (2.83%) OTC Derivatives
4 3 (2.83%) Virtual Team
5 2 (1.89%) Data Centre
6 1 (0.94%) Fixed Income
6 1 (0.94%) Mainframe
6 1 (0.94%) Market Risk
6 1 (0.94%) Social Media
Operating Systems
1 6 (5.66%) Linux
1 6 (5.66%) Unix
2 1 (0.94%) zOS
Processes & Methodologies
1 104 (98.11%) Data Modelling
2 35 (33.02%) Logical Data Model
3 24 (22.64%) ETL
4 20 (18.87%) Business Analysis
5 19 (17.92%) Physical Data Model
6 16 (15.09%) Analytics
6 16 (15.09%) Data Management
7 15 (14.15%) Stakeholder Management
8 12 (11.32%) Data Analysis
9 11 (10.38%) Data Governance
9 11 (10.38%) Migration
10 10 (9.43%) Data Architecture
11 9 (8.49%) Data Analytics
12 8 (7.55%) Data Mapping
12 8 (7.55%) Data Transformation
12 8 (7.55%) Visualisation
13 7 (6.60%) Validation
14 6 (5.66%) Business Intelligence
14 6 (5.66%) ETL Development
14 6 (5.66%) TOGAF
Programming Languages
1 16 (15.09%) SQL
2 9 (8.49%) Python
3 6 (5.66%) Java
4 5 (4.72%) Perl
5 4 (3.77%) R
6 3 (2.83%) C++
7 2 (1.89%) Ruby
7 2 (1.89%) Scala
8 1 (0.94%) COBOL
8 1 (0.94%) MATLAB
8 1 (0.94%) PL/SQL
Qualifications
1 14 (13.21%) Degree
2 2 (1.89%) ITIL Certification
2 2 (1.89%) SC Cleared
2 2 (1.89%) Security Cleared
3 1 (0.94%) PhD
Quality Assurance & Compliance
1 7 (6.60%) MiFID
2 5 (4.72%) IFRS
3 4 (3.77%) IFRS 9
4 3 (2.83%) Data Quality
5 1 (0.94%) Disclosure Scotland
5 1 (0.94%) Dodd-Frank
5 1 (0.94%) EMIR
5 1 (0.94%) HL7
5 1 (0.94%) QA
System Software
1 2 (1.89%) Apache Flume
2 1 (0.94%) HDFS
Systems Management
1 2 (1.89%) Grafana
1 2 (1.89%) Kibana
1 2 (1.89%) logstash
1 2 (1.89%) Nagios
Vendors
1 12 (11.32%) Oracle
2 5 (4.72%) CA
2 5 (4.72%) IBM
3 3 (2.83%) Microsoft
3 3 (2.83%) Sybase
3 3 (2.83%) Teradata
4 2 (1.89%) Embarcadero
4 2 (1.89%) IDERA
4 2 (1.89%) SAP
4 2 (1.89%) Talend
5 1 (0.94%) Ab Initio
5 1 (0.94%) Bloomberg
5 1 (0.94%) Greenplum
5 1 (0.94%) Infor
5 1 (0.94%) Informatica
5 1 (0.94%) Pega
5 1 (0.94%) Reuters
5 1 (0.94%) TIBCO