Period
to 22 November 2017

The median contractor rate for a Data Modeller was £525 per day in advertised job vacancies in London during the 6 months to 22 November 2017.

The first table below provides contractor rate benchmarking and summary statistics including a comparison to 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 Modeller
England > London
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 583 544 538
Rank change year-on-year -39 -6 +16
Contract jobs requiring a Data Modeller 56 64 75
As % of all contract IT jobs advertised in London 0.12% 0.14% 0.16%
As % of the Job Titles category 0.13% 0.15% 0.17%
Number of daily rates quoted 44 53 48
London median daily rate £525 £550 £525
Median daily rate % change year-on-year -4.55% +4.76% +1.45%
10th Percentile £404 £403 £375
90th Percentile £684 £675 £638
England median daily rate £500 £500 £500
Number of hourly rates quoted 0 1 0
London median hourly rate - £100.00 -
England median hourly rate £20.00 £100.00 -
% change year-on-year -80.00% - -

The following table is for comparison with the above and includes summary statistics for all contract IT job vacancies advertised in London. Most job vacancies include a discernible job title that can be normalized. As such, the figures in the second row provide an indication of the number of contract jobs in our overall sample.

All Contract IT Job Vacancies
London
Contract vacancies in London with a recognized job title 44704 42967 43917
% of contract IT jobs with a recognized job title 94.85% 94.99% 95.04%
Number of daily rates quoted 32366 30551 30963
London median daily rate £498 £460 £450
Median daily rate % change year-on-year +8.15% +2.22% +5.88%
10th Percentile £300 £288 £268
90th Percentile £663 £638 £638
England median daily rate £450 £425 £413
% change year-on-year +5.88% +3.03% +3.13%
Number of hourly rates quoted 554 561 677
London median hourly rate £20.47 £19.50 £18.85
Median hourly rate % change year-on-year +4.96% +3.48% +7.69%
10th Percentile £12.50 £11.50 £11.25
90th Percentile £47.83 £50.00 £47.83
England median hourly rate £18.50 £18.50 £18.00
% change year-on-year - +2.78% +9.09%

Data Modeller
Job Vacancy Trend in London

Job postings that featured Data Modeller in the job title as a percentage of all IT jobs advertised in London.

Job vacancy trend for Data Modeller in London

Data Modeller
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Data Modeller in London

Data Modeller
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Data Modeller in London over the 6 months to 22 November 2017.

Contractor daily rate histogram for Data Modeller in London

Data Modeller
Contractor Hourly Rate Trend in London

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

Contractor hourly rate trend for Data Modeller in London

Data Modeller
Contract Job Locations in London

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 London region over the 6 months to 22 November 2017. 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
Central London +6 16 £525 -12.50%
South London - 1 - -
Data Modeller
England

Data Modeller Skill Set
Top 30 Co-occurring IT Skills in London

For the 6 months to 22 November 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 across the London region featuring Data Modeller in the job title.

1 56 (100.00%) Data Modelling
2 28 (50.00%) Finance
3 24 (42.86%) Banking
4 19 (33.93%) SQL
5 18 (32.14%) Data Warehouse
5 18 (32.14%) Analytics
6 13 (23.21%) ERwin
6 13 (23.21%) IBM
7 12 (21.43%) Data Architecture
8 11 (19.64%) Oracle
8 11 (19.64%) Data Analytics
9 10 (17.86%) ETL
9 10 (17.86%) Business Intelligence
9 10 (17.86%) Reuters
9 10 (17.86%) Bloomberg
10 9 (16.07%) Informatica
11 8 (14.29%) Data Mapping
11 8 (14.29%) NoSQL
11 8 (14.29%) R
11 8 (14.29%) Microsoft Excel
11 8 (14.29%) C
12 7 (12.50%) Tableau
12 7 (12.50%) Data Analysis
12 7 (12.50%) Investment Banking
13 6 (10.71%) Market Risk
13 6 (10.71%) User Acceptance Testing
13 6 (10.71%) VB
13 6 (10.71%) VBA
13 6 (10.71%) UML
13 6 (10.71%) RDBMS

Data Modeller Skill Set
Co-occurring IT Skills in London 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 (5.36%) SAS
2 1 (1.79%) Confluence
2 1 (1.79%) Elasticsearch
Applications
1 8 (14.29%) Microsoft Excel
2 4 (7.14%) MS Visio
3 2 (3.57%) Microsoft PowerPoint
Cloud Services
1 5 (8.93%) Microsoft Azure
2 1 (1.79%) Amazon AWS
Database & Business Intelligence
1 18 (32.14%) Data Warehouse
2 8 (14.29%) NoSQL
3 6 (10.71%) IBM InfoSphere
3 6 (10.71%) RDBMS
3 6 (10.71%) Relational Database
4 5 (8.93%) MarkLogic
4 5 (8.93%) OLAP
4 5 (8.93%) Oracle OLAP
4 5 (8.93%) Power BI
4 5 (8.93%) Snowflake Schema
5 4 (7.14%) Big Data
5 4 (7.14%) Hadoop
5 4 (7.14%) HBase
5 4 (7.14%) MS Access
5 4 (7.14%) Oracle BI EE
5 4 (7.14%) Oracle Discoverer
6 3 (5.36%) Data Mining
6 3 (5.36%) DataStage
7 2 (3.57%) PowerCenter
7 2 (3.57%) SQL Server
Development Applications
1 13 (23.21%) ERwin
2 2 (3.57%) Toad
3 1 (1.79%) Git (software)
3 1 (1.79%) JIRA
3 1 (1.79%) PowerDesigner
3 1 (1.79%) TeamCity
General
1 28 (50.00%) Finance
2 24 (42.86%) Banking
3 7 (12.50%) Investment Banking
4 6 (10.71%) Front Office
5 5 (8.93%) Legal
6 1 (1.79%) Billing
6 1 (1.79%) Publishing
Libraries, Frameworks & Software Standards
1 4 (7.14%) XML
2 3 (5.36%) JSON
3 2 (3.57%) FpML
4 1 (1.79%) FIXML
4 1 (1.79%) REST
4 1 (1.79%) SOAP
4 1 (1.79%) XSD
Miscellaneous
1 6 (10.71%) Market Risk
2 3 (5.36%) Data Centre
3 2 (3.57%) Analytical Skills
4 1 (1.79%) Data Structures
4 1 (1.79%) Derivative
4 1 (1.79%) Equities
4 1 (1.79%) Foreign Exchange (FX)
4 1 (1.79%) Greenfield Project
4 1 (1.79%) Management Information System
4 1 (1.79%) Reference Data
Processes & Methodologies
1 56 (100.00%) Data Modelling
2 18 (32.14%) Analytics
3 12 (21.43%) Data Architecture
4 11 (19.64%) Data Analytics
5 10 (17.86%) Business Intelligence
5 10 (17.86%) ETL
6 8 (14.29%) Data Mapping
7 7 (12.50%) Data Analysis
8 6 (10.71%) Collateral Management
8 6 (10.71%) UML
8 6 (10.71%) User Acceptance Testing
9 5 (8.93%) Agile Software Development
9 5 (8.93%) Information Governance
10 4 (7.14%) Client Onboarding
10 4 (7.14%) CRM
10 4 (7.14%) Data Management
10 4 (7.14%) ERD
10 4 (7.14%) Kimball Methodology
10 4 (7.14%) KYC
11 3 (5.36%) Logical Data Model
Programming Languages
1 19 (33.93%) SQL
2 8 (14.29%) C
2 8 (14.29%) R
3 6 (10.71%) VB
3 6 (10.71%) VBA
4 5 (8.93%) PL/SQL
5 4 (7.14%) Python
6 2 (3.57%) SAS Macro
7 1 (1.79%) C#
7 1 (1.79%) C++
7 1 (1.79%) MATLAB
7 1 (1.79%) Scala
7 1 (1.79%) T-SQL
Qualifications
1 1 (1.79%) SC Cleared
1 1 (1.79%) Security Cleared
Quality Assurance & Compliance
1 4 (7.14%) MiFID
2 3 (5.36%) Data Quality
3 2 (3.57%) Dodd-Frank
3 2 (3.57%) EMIR
4 1 (1.79%) ISO 20022
System Software
1 1 (1.79%) HDFS
Systems Management
1 1 (1.79%) Kibana
Vendors
1 13 (23.21%) IBM
2 11 (19.64%) Oracle
3 10 (17.86%) Bloomberg
3 10 (17.86%) Reuters
4 9 (16.07%) Informatica
5 7 (12.50%) Tableau
6 6 (10.71%) Calypso
7 4 (7.14%) Alteryx
7 4 (7.14%) Cognos
7 4 (7.14%) Teradata
8 2 (3.57%) Microsoft
8 2 (3.57%) MicroStrategy