Period
to 23 November 2017

The median contractor rate for a Data Modeller was £425 per day in advertised job vacancies in the North West during the 6 months to 23 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 > North West
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 191 218 235
Rank change year-on-year +27 +17 -43
Contract jobs requiring a Data Modeller 15 10 11
As % of all contract IT jobs advertised in the North West 0.26% 0.15% 0.13%
As % of the Job Titles category 0.28% 0.15% 0.14%
Number of daily rates quoted 9 6 8
North West median daily rate £425 £425 £466
Median daily rate % change year-on-year - -8.85% +16.56%
10th Percentile £350 £381 £368
90th Percentile £552 £488 £528
England median daily rate £500 £500 £500
Number of hourly rates quoted 0 0 0
North West median hourly rate - - -
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 the North West. 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
North West
Contract vacancies in the North West with a recognized job title 5417 6452 8088
% of contract IT jobs with a recognized job title 94.99% 94.40% 94.70%
Number of daily rates quoted 3422 4154 4835
North West median daily rate £400 £400 £400
10th Percentile £250 £250 £233
90th Percentile £588 £550 £570
England median daily rate £450 £425 £413
% change year-on-year +5.88% +3.03% +3.13%
Number of hourly rates quoted 261 233 402
North West median hourly rate £17.74 £16.00 £20.00
Median hourly rate % change year-on-year +10.88% -20.00% +25.00%
10th Percentile £11.25 £11.00 £11.25
90th Percentile £48.75 £45.60 £50.00
England median hourly rate £18.50 £18.50 £18.00
% change year-on-year - +2.78% +9.09%

Data Modeller
Job Vacancy Trend in the North West

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

Job vacancy trend for Data Modeller in the North West

Data Modeller
Contractor Daily Rate Trend in the North West

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

Contractor daily rate trend for Data Modeller in the North West

Data Modeller
Contractor Daily Rate Histogram in the North West

The daily rate distribution of IT jobs citing Data Modeller in the North West over the 6 months to 23 November 2017.

Contractor daily rate histogram for Data Modeller in the North West

Data Modeller
Contract Job Locations in the North West

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 North West region over the 6 months to 23 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
Cheshire +6 7 £425 -
Merseyside - 3 £350 -
Manchester +14 1 £600 +33.33% 1
Data Modeller
England

Data Modeller Skill Set
Top 30 Co-occurring IT Skills in the North West

For the 6 months to 23 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 North West region featuring Data Modeller in the job title.

1 15 (100.00%) Data Modelling
2 7 (46.67%) Finance
3 6 (40.00%) Data Integration
3 6 (40.00%) Data Warehouse
3 6 (40.00%) Logical Data Model
3 6 (40.00%) Conceptual Models
4 5 (33.33%) Kimball Methodology
4 5 (33.33%) Snowflake Schema
4 5 (33.33%) Dimensional Modelling
4 5 (33.33%) Retail
5 4 (26.67%) Scrum
5 4 (26.67%) Agile Software Development
5 4 (26.67%) IDERA
6 3 (20.00%) R
6 3 (20.00%) ERwin
6 3 (20.00%) SQL
6 3 (20.00%) Python
6 3 (20.00%) SAS
7 2 (13.33%) SOA
7 2 (13.33%) E-Commerce
7 2 (13.33%) Project Management
7 2 (13.33%) Pharmaceutical
7 2 (13.33%) Teradata
7 2 (13.33%) Data Management
7 2 (13.33%) TOGAF
7 2 (13.33%) Logistic Regression
7 2 (13.33%) Data Extraction
7 2 (13.33%) Master Data Management
7 2 (13.33%) Analytical Skills
7 2 (13.33%) Skype

Data Modeller Skill Set
Co-occurring IT Skills in the North West 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 (20.00%) SAS
2 1 (6.67%) Apache Solr
2 1 (6.67%) Elasticsearch
Applications
1 1 (6.67%) MS Visio
Communications & Networking
1 2 (13.33%) Skype
Database & Business Intelligence
1 6 (40.00%) Data Warehouse
2 5 (33.33%) Snowflake Schema
3 1 (6.67%) Data Mining
3 1 (6.67%) MongoDB
3 1 (6.67%) SQL Server
Development Applications
1 3 (20.00%) ERwin
General
1 7 (46.67%) Finance
2 5 (33.33%) Retail
3 2 (13.33%) Pharmaceutical
4 1 (6.67%) Banking
Libraries, Frameworks & Software Standards
1 1 (6.67%) XML
Miscellaneous
1 2 (13.33%) Analytical Skills
2 1 (6.67%) Data Structures
2 1 (6.67%) Greenfield Project
2 1 (6.67%) Reference Data
2 1 (6.67%) State Machine
Processes & Methodologies
1 15 (100.00%) Data Modelling
2 6 (40.00%) Conceptual Models
2 6 (40.00%) Data Integration
2 6 (40.00%) Logical Data Model
3 5 (33.33%) Dimensional Modelling
3 5 (33.33%) Kimball Methodology
4 4 (26.67%) Agile Software Development
4 4 (26.67%) Scrum
5 2 (13.33%) Data Extraction
5 2 (13.33%) Data Management
5 2 (13.33%) E-Commerce
5 2 (13.33%) Logistic Regression
5 2 (13.33%) Master Data Management
5 2 (13.33%) Project Management
5 2 (13.33%) SOA
5 2 (13.33%) TOGAF
6 1 (6.67%) ArchiMate
6 1 (6.67%) Dashboard Development
6 1 (6.67%) Data Analysis
6 1 (6.67%) Self-Awareness
Programming Languages
1 3 (20.00%) Python
1 3 (20.00%) R
1 3 (20.00%) SQL
2 1 (6.67%) MATLAB
Vendors
1 4 (26.67%) IDERA
2 2 (13.33%) Teradata
3 1 (6.67%) BMC
3 1 (6.67%) IBM