The statistics below represent IT contracts advertised across the England region that had Data Modeller featuring in the job title. Included is a guide to the contractor rates offered over the 3 months to 5 December 2016 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
5 Dec 2016
Same period 2015 Same period 2014
Data Modeller
Rank 562 551 521
Rank change year-on-year
-11 -30
Contract jobs requiring a Data Modeller 52 64 85
As % of all contract IT jobs located in England 0.11% 0.13% 0.16%
As % of the Job Titles category 0.12% 0.13% 0.17%
Number of daily rates quoted 41 39 65
Median daily rate £550 £500 £500
Median daily rate % change year-on-year
+10.00% -
90% offered a daily rate of more than £375 £400 £343
10% offered a daily rate of more than £650 £625 £600
UK excluding London median daily rate £425 £473 £400
% change year-on-year
-10.05% +18.12%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £57.50 - -
Data Modeller
UK

The following table is for comparison with the above and provides statistics for the entire Job Titles category in contract jobs advertised in the England region. 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
England
Contract IT job ads with a match in the
Job Titles category
43899 47527 48849
As % of all contract IT jobs located in England 94.60% 94.94% 93.26%
Number of daily rates quoted 28945 30730 31404
Median daily rate £425 £420 £400
Median daily rate % change year-on-year
+1.19% +5.00%
90% offered a daily rate of more than £250 £263 £225
10% offered a daily rate of more than £600 £595 £575
UK excluding London median daily rate £398 £385 £375
% change year-on-year
+3.31% +2.66%
Number of hourly rates quoted 1518 1872 2042
Median hourly rate £16.50 £17.00 £16.00
Median hourly rate % change year-on-year
-2.94% +6.25%
90% offered a hourly rate of more than £11.00 £10.50 £10.50
10% offered a hourly rate of more than £43.50 £43.50 £37.50
UK excluding London median hourly rate £16.50 £17.00 £15.77
% change year-on-year
-2.94% +7.79%

Data Modeller
Jobs Demand Trend in England

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

Data Modeller Jobs Demand Trend in England

Data Modeller
Daily Rate Trend in England

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

Data Modeller Daily Rate Trend in England

Data Modeller
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modeller across the England region over the 3 months to 5 December 2016.

Data Modeller Daily Rate Histogram in England

Data Modeller
Hourly Rate Trend in England

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

Data Modeller Hourly Rate Trend in England

Data Modeller
Contract Job Locations in England

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 England region over the 3 months to 5 December 2016. 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
(Click see detailed
statistics and trends)
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
London -2 35 £575 +9.52%
South East +14 11 £400 -14.89% 1
South West +7 2 £550 +22.22%
North West +7 1 £500 -
East of England +7 1 £446 -
East Midlands -7 1 - -
West Midlands -20 1 £350 -41.17%
Data Modeller
UK

Data Modeller Skill Set
Top 30 Related IT Skills in England

For the 6 months to 5 December 2016, 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 across the England region featuring Data Modeller in the job title.

1 105 (98.13%) Data Modelling
2 32 (29.91%) Logical Data Model
3 22 (20.56%) Finance
3 22 (20.56%) ETL
3 22 (20.56%) Physical Data Model
3 22 (20.56%) Analytics
4 18 (16.82%) SQL
5 16 (14.95%) Data Analysis
6 15 (14.02%) Agile Software Development
7 14 (13.08%) Banking
7 14 (13.08%) Stakeholder Management
8 13 (12.15%) SQL Server
8 13 (12.15%) Data Warehouse
8 13 (12.15%) Data Analytics
9 12 (11.21%) Big Data
9 12 (11.21%) Data Architecture
9 12 (11.21%) Migration
9 12 (11.21%) Data Management
10 11 (10.28%) Oracle
11 10 (9.35%) TOGAF
11 10 (9.35%) Business Analysis
11 10 (9.35%) Degree
11 10 (9.35%) Data Governance
11 10 (9.35%) Data Structures
12 9 (8.41%) Visualisation
12 9 (8.41%) Kimball Methodology
12 9 (8.41%) ERwin
12 9 (8.41%) Business Intelligence
13 8 (7.48%) Python
13 8 (7.48%) SOA

Data Modeller Skill Set
Top Related IT Skills in England 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 6 (5.61%) SAS
2 2 (1.87%) Apache Spark
2 2 (1.87%) Elasticsearch
2 2 (1.87%) Oracle SOA Suite
3 1 (0.93%) Apache Pig
3 1 (0.93%) Apache Solr
3 1 (0.93%) CICS
3 1 (0.93%) SharePoint
Applications
1 1 (0.93%) MS Excel
1 1 (0.93%) MS Office
1 1 (0.93%) Spreadsheet
1 1 (0.93%) SPSS
Business Applications
1 1 (0.93%) SAP Oil and Gas
Cloud Services
1 3 (2.80%) Microsoft Azure
2 1 (0.93%) Cloud Computing
Communications & Networking
1 1 (0.93%) Network Security
Database & Business Intelligence
1 13 (12.15%) Data Warehouse
1 13 (12.15%) SQL Server
2 12 (11.21%) Big Data
3 8 (7.48%) Hadoop
3 8 (7.48%) Relational Database
4 6 (5.61%) Enterprise Data Warehouse
5 4 (3.74%) DB2
6 3 (2.80%) MySQL
6 3 (2.80%) Pentaho
6 3 (2.80%) PostgreSQL
6 3 (2.80%) Power BI
6 3 (2.80%) RDBMS
6 3 (2.80%) SQL Server Reporting Services
6 3 (2.80%) Star Schema
7 2 (1.87%) Apache Cassandra
7 2 (1.87%) HBase
7 2 (1.87%) Neo4j
7 2 (1.87%) NoSQL
7 2 (1.87%) SAS Enterprise Guide
7 2 (1.87%) SQL Server 2012
Development Applications
1 9 (8.41%) ERwin
2 5 (4.67%) PowerDesigner
3 3 (2.80%) Talend Open Studio
4 1 (0.93%) Toad
4 1 (0.93%) Visual Studio
General
1 22 (20.56%) Finance
2 14 (13.08%) Banking
3 7 (6.54%) Retail
4 4 (3.74%) Investment Banking
5 3 (2.80%) Front Office
5 3 (2.80%) Telecoms
6 2 (1.87%) Electronics
6 2 (1.87%) Financial Institution
6 2 (1.87%) Marketing
7 1 (0.93%) Advertising
7 1 (0.93%) Back Office
7 1 (0.93%) Billing
7 1 (0.93%) Manufacturing
Libraries, Frameworks & Software Standards
1 8 (7.48%) XML
2 3 (2.80%) FIX Protocol
3 2 (1.87%) Apache Avro
3 2 (1.87%) ELK Stack
3 2 (1.87%) Kafka
3 2 (1.87%) REST
3 2 (1.87%) Spark Streaming
4 1 (0.93%) .NET
4 1 (0.93%) Apache Camel
4 1 (0.93%) Lucene
4 1 (0.93%) SOAP
4 1 (0.93%) XML Messaging
Miscellaneous
1 10 (9.35%) Data Structures
2 9 (8.41%) Visualisation
3 5 (4.67%) Analytical Skills
4 4 (3.74%) Reference Data
5 3 (2.80%) Derivative
5 3 (2.80%) Economics
5 3 (2.80%) Equities
5 3 (2.80%) OTC Derivatives
5 3 (2.80%) Psychology
6 2 (1.87%) Data Centre
6 2 (1.87%) Data Integration
6 2 (1.87%) Mathematics
6 2 (1.87%) Statistics
7 1 (0.93%) Credit Risk
7 1 (0.93%) Data Conversion
7 1 (0.93%) Digital Media
7 1 (0.93%) Fixed Income
7 1 (0.93%) Mainframe
7 1 (0.93%) Replication
7 1 (0.93%) Taxonomies
Operating Systems
1 5 (4.67%) Linux
1 5 (4.67%) Unix
2 1 (0.93%) zOS
Processes & Methodologies
1 105 (98.13%) Data Modelling
2 32 (29.91%) Logical Data Model
3 22 (20.56%) Analytics
3 22 (20.56%) ETL
3 22 (20.56%) Physical Data Model
4 16 (14.95%) Data Analysis
5 15 (14.02%) Agile Software Development
6 14 (13.08%) Stakeholder Management
7 13 (12.15%) Data Analytics
8 12 (11.21%) Data Architecture
8 12 (11.21%) Data Management
8 12 (11.21%) Migration
9 10 (9.35%) Business Analysis
9 10 (9.35%) Data Governance
9 10 (9.35%) TOGAF
10 9 (8.41%) Business Intelligence
10 9 (8.41%) Kimball Methodology
11 8 (7.48%) SOA
12 7 (6.54%) CRM
12 7 (6.54%) Data Mapping
Programming Languages
1 18 (16.82%) SQL
2 8 (7.48%) Python
3 6 (5.61%) Java
4 5 (4.67%) Perl
4 5 (4.67%) VBA
5 4 (3.74%) R
6 3 (2.80%) C++
7 2 (1.87%) MATLAB
7 2 (1.87%) PL/SQL
7 2 (1.87%) Ruby
7 2 (1.87%) Scala
8 1 (0.93%) COBOL
8 1 (0.93%) JavaScript
8 1 (0.93%) PHP
Qualifications
1 10 (9.35%) Degree
2 1 (0.93%) PhD
Quality Assurance & Compliance
1 5 (4.67%) Data Quality
2 4 (3.74%) MiFID
3 1 (0.93%) Disclosure Scotland
3 1 (0.93%) HL7
3 1 (0.93%) QA
System Software
1 2 (1.87%) Apache Flume
Systems Management
1 2 (1.87%) Grafana
1 2 (1.87%) Kibana
1 2 (1.87%) logstash
1 2 (1.87%) Nagios
Vendors
1 11 (10.28%) Oracle
2 6 (5.61%) Embarcadero
2 6 (5.61%) SAP
3 3 (2.80%) IBM
3 3 (2.80%) Microsoft
3 3 (2.80%) Sybase
3 3 (2.80%) Talend
4 1 (0.93%) Ab Initio
4 1 (0.93%) Cognos
4 1 (0.93%) Greenplum
4 1 (0.93%) IDERA
4 1 (0.93%) Infor
4 1 (0.93%) Tableau
4 1 (0.93%) Teradata
4 1 (0.93%) TIBCO
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