The table below looks at the statistics for Predictive Modelling skills in IT contracts advertised for the City of London region. Included is a guide to the contractor rates offered in IT contracts that have cited Predictive Modelling over the 3 months to 8 December 2016 with a comparison to the same period over the previous 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
8 Dec 2016
Same period 2015 Same period 2014
Predictive Modelling
Rank 149 158 205
Rank change year-on-year
+9 +47
Contract jobs citing Predictive Modelling 18 3 5
As % of all contract IT jobs located in the City of London 0.57% 0.087% 0.087%
As % of the Processes & Methodologies category 0.65% 0.10% 0.11%
Number of daily rates quoted 14 3 4
Median daily rate £450 £400 £431
Median daily rate % change year-on-year
+12.50% -7.24%
UK excluding London median daily rate £298 £463 £338
% change year-on-year
-35.67% +37.03%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -
Predictive Modelling
London

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the City of London region.

Processes & Methodologies Category
City of London
Contract IT job ads with a match in the
Processes & Methodologies category
2769 2898 4643
As % of all contract IT jobs located in the City of London 86.99% 84.07% 80.75%
Number of daily rates quoted 2193 2324 3635
Median daily rate £500 £475 £450
Median daily rate % change year-on-year
+5.26% +5.55%
90% offered a daily rate of more than £363 £308 £310
10% offered a daily rate of more than £650 £650 £625
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 28 23 50
Median hourly rate £27.50 £25.00 £18.00
Median hourly rate % change year-on-year
+10.00% +38.88%
90% offered a hourly rate of more than £14.50 £18.70 £10.70
10% offered a hourly rate of more than £55.00 £52.60 £38.00
UK excluding London median hourly rate £31.00 £35.00 £25.00
% change year-on-year
-11.42% +40.00%

Predictive Modelling
Jobs Demand Trend in the City of London

The demand trend of contract jobs across the City of London region citing Predictive Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Predictive Modelling Jobs Demand Trend in the City of London

Predictive Modelling
Daily Rate Trend in the City of London

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Predictive Modelling across the City of London region.

Predictive Modelling Daily Rate Trend in the City of London

Predictive Modelling
Top 30 Related IT Skills in the City of London

For the 6 months to 8 December 2016, IT contractor jobs citing Predictive Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the City of London region with a requirement for Predictive Modelling.

1 33 (84.62%) Data Warehouse
1 33 (84.62%) Data Modelling
1 33 (84.62%) Netezza
2 25 (64.10%) Analytics
3 23 (58.97%) SQL
4 20 (51.28%) Oracle
5 19 (48.72%) Scrum
5 19 (48.72%) Agile Software Development
5 19 (48.72%) Performance Tuning
5 19 (48.72%) Database Optimisation
6 17 (43.59%) Degree
7 15 (38.46%) Dimensional Modelling
7 15 (38.46%) Data Management
7 15 (38.46%) Python
7 15 (38.46%) C++
7 15 (38.46%) Business Intelligence
7 15 (38.46%) R
8 14 (35.90%) NoSQL
8 14 (35.90%) Data Quality
8 14 (35.90%) Relational Database
8 14 (35.90%) SDLC
8 14 (35.90%) Sybase
8 14 (35.90%) DB2
9 13 (33.33%) Teradata
9 13 (33.33%) Data Structures
9 13 (33.33%) Data Transformation
10 5 (12.82%) Analytical Skills
10 5 (12.82%) Retail
11 4 (10.26%) PL/SQL
11 4 (10.26%) SAS

Predictive Modelling
Top Related IT Skills in the City of 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 4 (10.26%) SAS
2 1 (2.56%) SharePoint
2 1 (2.56%) WebSphere
Applications
1 2 (5.13%) SPSS
2 1 (2.56%) MS Excel
Cloud Services
1 1 (2.56%) Adobe Analytics
1 1 (2.56%) Google Analytics
Database & Business Intelligence
1 33 (84.62%) Data Warehouse
2 14 (35.90%) DB2
2 14 (35.90%) NoSQL
2 14 (35.90%) Relational Database
3 2 (5.13%) Big Data
4 1 (2.56%) Data Mining
4 1 (2.56%) Power BI
4 1 (2.56%) PowerPivot
4 1 (2.56%) QlikView
4 1 (2.56%) SQL Server Analysis Services
4 1 (2.56%) SQL Server Integration Services
4 1 (2.56%) SQL Server Reporting Services
4 1 (2.56%) Text Mining
General
1 5 (12.82%) Retail
2 2 (5.13%) Banking
2 2 (5.13%) Finance
3 1 (2.56%) Games
3 1 (2.56%) Marketing
3 1 (2.56%) Telecoms
Job Titles
1 19 (48.72%) Analyst
2 18 (46.15%) Developer
2 18 (46.15%) Netezza Developer
3 15 (38.46%) Data Analyst
4 14 (35.90%) Agile Developer
5 10 (25.64%) SQL Analyst
5 10 (25.64%) SQL Data Analyst
6 9 (23.08%) Oracle Analyst
6 9 (23.08%) Teradata Analyst
7 5 (12.82%) Oracle Developer
8 3 (7.69%) Insight Analyst
8 3 (7.69%) PL/SQL Developer
8 3 (7.69%) SQL Developer
9 2 (5.13%) Architect
9 2 (5.13%) Data Architect
9 2 (5.13%) Lead Data Architect
10 1 (2.56%) Business Intelligence Analyst
10 1 (2.56%) Data Consultant
10 1 (2.56%) ETL Consultant
10 1 (2.56%) Oracle Consultant
Libraries, Frameworks & Software Standards
1 1 (2.56%) Natural Language Processing
Miscellaneous
1 13 (33.33%) Data Structures
2 5 (12.82%) Analytical Skills
3 2 (5.13%) Statistics
4 1 (2.56%) Computer Science
4 1 (2.56%) FMCG
4 1 (2.56%) Mathematics
4 1 (2.56%) Neural Network
4 1 (2.56%) Performance Metrics
4 1 (2.56%) Physics
4 1 (2.56%) Social Network
4 1 (2.56%) User Experience
4 1 (2.56%) Visualisation
Processes & Methodologies
1 33 (84.62%) Data Modelling
2 25 (64.10%) Analytics
3 19 (48.72%) Agile Software Development
3 19 (48.72%) Database Optimisation
3 19 (48.72%) Performance Tuning
3 19 (48.72%) Scrum
4 15 (38.46%) Business Intelligence
4 15 (38.46%) Data Management
4 15 (38.46%) Dimensional Modelling
5 14 (35.90%) SDLC
6 13 (33.33%) Data Transformation
7 3 (7.69%) Customer Insight
7 3 (7.69%) Data Analysis
7 3 (7.69%) Data Analytics
8 2 (5.13%) Predictive Analytics
9 1 (2.56%) Business Analytics
9 1 (2.56%) Customer Analytics
9 1 (2.56%) Customer Segmentation
9 1 (2.56%) Digital Marketing
9 1 (2.56%) Kalman Filter
Programming Languages
1 23 (58.97%) SQL
2 15 (38.46%) C++
2 15 (38.46%) Python
2 15 (38.46%) R
3 4 (10.26%) PL/SQL
4 1 (2.56%) Data Analysis Expressions (DAX)
4 1 (2.56%) Java
4 1 (2.56%) MATLAB
4 1 (2.56%) VBA
Qualifications
1 17 (43.59%) Degree
Quality Assurance & Compliance
1 14 (35.90%) Data Quality
2 3 (7.69%) QA
Vendors
1 33 (84.62%) Netezza
2 20 (51.28%) Oracle
3 14 (35.90%) Sybase
4 13 (33.33%) Teradata
5 1 (2.56%) Adobe
5 1 (2.56%) Alteryx
5 1 (2.56%) Google
5 1 (2.56%) Microsoft
5 1 (2.56%) Omniture
5 1 (2.56%) Tableau