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 17 January 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
17 Jan 2017
Same period 2016 Same period 2015
Data Modeller
UK
Rank 546 524 522
Rank change year-on-year
-22 -2
Contract jobs requiring a Data Modeller 49 94 90
As % of all contract IT jobs located in the UK 0.11% 0.19% 0.18%
As % of the Job Titles category 0.12% 0.20% 0.19%
Number of daily rates quoted 33 65 70
Median daily rate £525 £450 £513
Median daily rate % change year-on-year
+16.66% -12.19%
90% offered a daily rate of more than £355 £300 £344
10% offered a daily rate of more than £650 £625 £612
UK excluding London median daily rate £450 £450 £500
% change year-on-year
- -10.00%
Number of hourly rates quoted 2 0 0
Median hourly rate £57.50 - -
UK excluding London median hourly rate £57.50 - -

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
42409 47285 47247
As % of all contract IT jobs located in the UK 94.74% 94.77% 94.70%
Number of daily rates quoted 27591 30033 29769
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 £250 £235
10% offered a daily rate of more than £600 £588 £575
UK excluding London median daily rate £393 £380 £375
% change year-on-year
+3.28% +1.33%
Number of hourly rates quoted 1510 1731 1882
Median hourly rate £17.50 £17.50 £16.50
Median hourly rate % change year-on-year
- +6.06%
90% offered a hourly rate of more than £11.00 £10.61 £10.50
10% offered a hourly rate of more than £45.00 £46.50 £37.50
UK excluding London median hourly rate £17.32 £17.50 £16.00
% change year-on-year
-1.02% +9.37%

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 17 January 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 29 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 17 January 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 -27 41 £550 +22.56% 12
London -9 27 £563 +33.53% 6
South East +21 9 £525 +31.25%
Wales - 5 £425 -
West Sussex - 5 £625 -
Newport - 4 £425 -
South Wales - 4 £425 -
Horsham - 4 £625 -
Scotland +19 3 - - 1
Glasgow +11 3 - -
South West +8 2 £550 +10.00%
Buckinghamshire +3 2 £375 -14.28%
City of London -8 2 £625 +19.04% 1
Milton Keynes - 2 £375 -
North West +17 1 £500 - 4
West Yorkshire +16 1 £325 +30.00%
Hampshire +14 1 - -
Berkshire +5 1 £425 +70.00%
East Midlands +5 1 - -
Yorkshire +4 1 £325 -48.00%
Leeds +2 1 £325 +30.00%
Dorset +1 1 - -
Northamptonshire -15 1 - -
Cheshire - 1 £500 - 2
Swindon - 1 £550 -
Macclesfield - 1 £500 -
Dorchester - 1 - -
Havant - 1 - -
Wiltshire - 1 £550 -

Data Modeller Skill Set
Top 30 Related IT Skills

For the 6 months to 17 January 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 96 (97.96%) Data Modelling
2 33 (33.67%) Logical Data Model
3 26 (26.53%) ETL
4 24 (24.49%) Finance
5 19 (19.39%) Physical Data Model
5 19 (19.39%) Analytics
6 15 (15.31%) ERwin
6 15 (15.31%) SQL
6 15 (15.31%) Banking
7 13 (13.27%) Business Analysis
7 13 (13.27%) Stakeholder Management
8 12 (12.24%) Oracle
8 12 (12.24%) Data Management
8 12 (12.24%) Degree
8 12 (12.24%) Data Analytics
9 11 (11.22%) Relational Database
9 11 (11.22%) Data Architecture
9 11 (11.22%) Data Warehouse
9 11 (11.22%) Migration
10 10 (10.20%) SQL Server
10 10 (10.20%) Data Analysis
10 10 (10.20%) Big Data
11 9 (9.18%) XML
11 9 (9.18%) Python
12 8 (8.16%) Visualisation
13 7 (7.14%) Data Governance
13 7 (7.14%) Data Mapping
13 7 (7.14%) SOA
13 7 (7.14%) Business Intelligence
13 7 (7.14%) 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 5 (5.10%) SAS
2 2 (2.04%) Apache Solr
2 2 (2.04%) Apache Spark
2 2 (2.04%) Elasticsearch
2 2 (2.04%) Oracle SOA Suite
3 1 (1.02%) Apache Pig
3 1 (1.02%) CICS
3 1 (1.02%) SharePoint
Applications
1 1 (1.02%) MS Excel
1 1 (1.02%) Spreadsheet
1 1 (1.02%) SPSS
Business Applications
1 1 (1.02%) SAP Oil and Gas
Cloud Services
1 2 (2.04%) Microsoft Azure
2 1 (1.02%) Cloud Computing
Database & Business Intelligence
1 11 (11.22%) Data Warehouse
1 11 (11.22%) Relational Database
2 10 (10.20%) Big Data
2 10 (10.20%) SQL Server
3 6 (6.12%) Enterprise Data Warehouse
4 5 (5.10%) Hadoop
5 4 (4.08%) DB2
5 4 (4.08%) MySQL
5 4 (4.08%) Pentaho
5 4 (4.08%) SQL Server Reporting Services
6 3 (3.06%) PostgreSQL
6 3 (3.06%) Power BI
6 3 (3.06%) RDBMS
6 3 (3.06%) SQL Server Integration Services
7 2 (2.04%) Apache Cassandra
7 2 (2.04%) BusinessObjects
7 2 (2.04%) HBase
7 2 (2.04%) Neo4j
7 2 (2.04%) NoSQL
7 2 (2.04%) Star Schema
Development Applications
1 15 (15.31%) ERwin
2 2 (2.04%) Talend Open Studio
3 1 (1.02%) PowerDesigner
3 1 (1.02%) Team Foundation Server
3 1 (1.02%) Toad
3 1 (1.02%) Visual Studio
General
1 24 (24.49%) Finance
2 15 (15.31%) Banking
3 5 (5.10%) Investment Banking
3 5 (5.10%) Retail
4 3 (3.06%) Front Office
4 3 (3.06%) Telecoms
5 2 (2.04%) Financial Institution
6 1 (1.02%) Back Office
6 1 (1.02%) Billing
6 1 (1.02%) Electronics
6 1 (1.02%) Law
6 1 (1.02%) Manufacturing
6 1 (1.02%) Marketing
Libraries, Frameworks & Software Standards
1 9 (9.18%) XML
2 3 (3.06%) FIX Protocol
3 2 (2.04%) Apache Avro
3 2 (2.04%) ELK Stack
3 2 (2.04%) Kafka
3 2 (2.04%) Lucene
3 2 (2.04%) REST
3 2 (2.04%) Spark Streaming
4 1 (1.02%) .NET
4 1 (1.02%) Apache Camel
4 1 (1.02%) SOAP
4 1 (1.02%) XML Messaging
Miscellaneous
1 8 (8.16%) Visualisation
2 6 (6.12%) Analytical Skills
2 6 (6.12%) Data Structures
3 4 (4.08%) Management Information System
4 3 (3.06%) Data Extraction
4 3 (3.06%) Derivative
4 3 (3.06%) Economics
4 3 (3.06%) Equities
4 3 (3.06%) OTC Derivatives
4 3 (3.06%) Psychology
5 2 (2.04%) Data Centre
5 2 (2.04%) Data Integration
5 2 (2.04%) Mathematics
5 2 (2.04%) Reference Data
5 2 (2.04%) Statistics
6 1 (1.02%) Credit Risk
6 1 (1.02%) Data Conversion
6 1 (1.02%) Fixed Income
6 1 (1.02%) Mainframe
6 1 (1.02%) Taxonomies
Operating Systems
1 6 (6.12%) Linux
1 6 (6.12%) Unix
2 1 (1.02%) zOS
Processes & Methodologies
1 96 (97.96%) Data Modelling
2 33 (33.67%) Logical Data Model
3 26 (26.53%) ETL
4 19 (19.39%) Analytics
4 19 (19.39%) Physical Data Model
5 13 (13.27%) Business Analysis
5 13 (13.27%) Stakeholder Management
6 12 (12.24%) Data Analytics
6 12 (12.24%) Data Management
7 11 (11.22%) Data Architecture
7 11 (11.22%) Migration
8 10 (10.20%) Data Analysis
9 7 (7.14%) Business Intelligence
9 7 (7.14%) Data Governance
9 7 (7.14%) Data Mapping
9 7 (7.14%) SOA
9 7 (7.14%) Validation
10 6 (6.12%) Agile Software Development
11 5 (5.10%) Data Transformation
11 5 (5.10%) TOGAF
Programming Languages
1 15 (15.31%) SQL
2 9 (9.18%) Python
3 6 (6.12%) Java
4 5 (5.10%) Perl
5 4 (4.08%) R
6 3 (3.06%) C++
7 2 (2.04%) MATLAB
7 2 (2.04%) Ruby
7 2 (2.04%) Scala
8 1 (1.02%) COBOL
8 1 (1.02%) PL/SQL
8 1 (1.02%) VBA
Qualifications
1 12 (12.24%) Degree
2 2 (2.04%) ITIL Certification
2 2 (2.04%) SC Cleared
2 2 (2.04%) Security Cleared
3 1 (1.02%) PhD
Quality Assurance & Compliance
1 4 (4.08%) MiFID
2 3 (3.06%) Data Quality
3 1 (1.02%) Disclosure Scotland
3 1 (1.02%) HL7
3 1 (1.02%) QA
System Software
1 2 (2.04%) Apache Flume
Systems Management
1 2 (2.04%) Grafana
1 2 (2.04%) Kibana
1 2 (2.04%) logstash
1 2 (2.04%) Nagios
Vendors
1 12 (12.24%) Oracle
2 5 (5.10%) CA
3 3 (3.06%) Microsoft
3 3 (3.06%) Sybase
4 2 (2.04%) Embarcadero
4 2 (2.04%) IBM
4 2 (2.04%) SAP
4 2 (2.04%) Talend
5 1 (1.02%) Ab Initio
5 1 (1.02%) Greenplum
5 1 (1.02%) IDERA
5 1 (1.02%) Infor
5 1 (1.02%) Pega
5 1 (1.02%) Teradata
5 1 (1.02%) TIBCO
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