The table below looks at the statistics for Predictive Modelling skills in IT contracts advertised for the London region. Included is a guide to the contractor rates offered in IT contracts that have cited Predictive Modelling over the 3 months to 25 February 2017 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
25 Feb 2017
Same period 2016 Same period 2015
Predictive Modelling
England / London
Rank 360 396 368
Rank change year-on-year
+36 -28
Contract jobs citing Predictive Modelling 37 23 44
As % of all contract IT jobs located in London 0.19% 0.11% 0.21%
As % of the Processes & Methodologies category 0.23% 0.13% 0.25%
Number of daily rates quoted 28 13 40
Median daily rate £450 £550 £475
Median daily rate % change year-on-year
-18.18% +15.78%
UK excluding London median daily rate - £463 £350
% change year-on-year
- +32.14%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

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

Processes & Methodologies Category
London
Contract IT job ads with a match in the
Processes & Methodologies category
16220 18227 17535
As % of all contract IT jobs located in London 84.93% 84.99% 82.22%
Number of daily rates quoted 11750 13050 12485
Median daily rate £475 £475 £450
Median daily rate % change year-on-year
- +5.55%
90% offered a daily rate of more than £340 £325 £308
10% offered a daily rate of more than £638 £625 £600
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+1.87% -
Number of hourly rates quoted 154 218 207
Median hourly rate £33.00 £22.50 £21.50
Median hourly rate % change year-on-year
+46.66% +4.65%
90% offered a hourly rate of more than £14.45 £12.50 £11.00
10% offered a hourly rate of more than £70.00 £53.00 £54.55
UK excluding London median hourly rate £36.00 £40.00 £27.79
% change year-on-year
-10.00% +43.93%

Predictive Modelling
Jobs Demand Trend in London

The demand trend of contract jobs across the 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 London

Predictive Modelling
Daily Rate Trend in London

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

Predictive Modelling Daily Rate Trend in London

Predictive Modelling
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Predictive Modelling across the London region over the 3 months to 25 February 2017.

Predictive Modelling Daily Rate Histogram in London

Predictive Modelling
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 Predictive Modelling within the London region over the 3 months to 25 February 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
City of London - 14 £450 - 2
Predictive Modelling
England

Predictive Modelling
Top 30 Related IT Skills in London

For the 6 months to 25 February 2017, 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 London region with a requirement for Predictive Modelling.

1 46 (58.97%) Analytics
2 43 (55.13%) Python
3 42 (53.85%) SQL
3 42 (53.85%) Data Modelling
4 38 (48.72%) R
5 34 (43.59%) Netezza
6 33 (42.31%) Oracle
7 31 (39.74%) Data Warehouse
7 31 (39.74%) Degree
8 26 (33.33%) Business Intelligence
9 25 (32.05%) Analytical Skills
10 23 (29.49%) Data Management
10 23 (29.49%) SAS
11 22 (28.21%) C++
12 21 (26.92%) Agile Software Development
13 19 (24.36%) Scrum
13 19 (24.36%) Teradata
14 18 (23.08%) Performance Tuning
14 18 (23.08%) Relational Database
14 18 (23.08%) Machine Learning
14 18 (23.08%) Database Optimisation
15 17 (21.79%) Sybase
15 17 (21.79%) DB2
15 17 (21.79%) Hadoop
16 16 (20.51%) Data Structures
17 15 (19.23%) Data Quality
17 15 (19.23%) SPSS
18 14 (17.95%) NoSQL
18 14 (17.95%) Apache Hive
18 14 (17.95%) SDLC

Predictive Modelling
Top Related 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 23 (29.49%) SAS
2 12 (15.38%) Apache Spark
3 4 (5.13%) Apache Pig
4 1 (1.28%) Apache
4 1 (1.28%) WebSphere
Applications
1 15 (19.23%) SPSS
2 3 (3.85%) MS Excel
3 1 (1.28%) MS Office
Cloud Services
1 1 (1.28%) Adobe Analytics
1 1 (1.28%) Google Analytics
1 1 (1.28%) SaaS
Communications & Networking
1 1 (1.28%) Internet
Database & Business Intelligence
1 31 (39.74%) Data Warehouse
2 18 (23.08%) Relational Database
3 17 (21.79%) DB2
3 17 (21.79%) Hadoop
4 14 (17.95%) Apache Hive
4 14 (17.95%) NoSQL
5 13 (16.67%) Big Data
6 9 (11.54%) QlikView
7 7 (8.97%) Data Lake
7 7 (8.97%) Data Mining
7 7 (8.97%) SAS Enterprise Guide
7 7 (8.97%) SAS Enterprise Miner
8 4 (5.13%) Impala
8 4 (5.13%) Spotfire
9 3 (3.85%) BusinessObjects
9 3 (3.85%) SAS EBI
10 2 (2.56%) SQL Server
10 2 (2.56%) Text Mining
11 1 (1.28%) MongoDB
11 1 (1.28%) Oracle Reports
Development Applications
1 2 (2.56%) Git (software)
2 1 (1.28%) Cucumber
2 1 (1.28%) JUnit
General
1 8 (10.26%) Finance
1 8 (10.26%) Retail
2 4 (5.13%) Marketing
3 3 (3.85%) Banking
4 2 (2.56%) Financial Institution
4 2 (2.56%) Telecoms
5 1 (1.28%) Games
Job Titles
1 28 (35.90%) Data Scientist
2 25 (32.05%) Analyst
3 19 (24.36%) Data Analyst
4 18 (23.08%) Developer
5 14 (17.95%) Netezza Developer
6 12 (15.38%) SQL Analyst
6 12 (15.38%) SQL Data Analyst
7 10 (12.82%) Oracle Developer
8 8 (10.26%) Agile Developer
9 7 (8.97%) Oracle Analyst
9 7 (8.97%) Teradata Analyst
10 6 (7.69%) Architect
10 6 (7.69%) Data Architect
11 5 (6.41%) SQL Developer
12 4 (5.13%) Lead Data Architect
12 4 (5.13%) Machine Learning Scientist
12 4 (5.13%) PL/SQL Developer
13 3 (3.85%) Insight Analyst
14 2 (2.56%) Consultant
14 2 (2.56%) Data Consultant
Libraries, Frameworks & Software Standards
1 6 (7.69%) Natural Language Processing
2 2 (2.56%) Kafka
2 2 (2.56%) Matplotlib
2 2 (2.56%) MLlib
2 2 (2.56%) Pandas
2 2 (2.56%) SparkR
3 1 (1.28%) D3.js
3 1 (1.28%) Gherkin
3 1 (1.28%) Hibernate
3 1 (1.28%) REST
3 1 (1.28%) Spring
3 1 (1.28%) Struts
Miscellaneous
1 25 (32.05%) Analytical Skills
2 16 (20.51%) Data Structures
3 10 (12.82%) Computer Science
4 8 (10.26%) Algorithms
5 5 (6.41%) Virtual Team
6 2 (2.56%) Social Network
7 1 (1.28%) Credit Risk
7 1 (1.28%) Internet of Things
Operating Systems
1 2 (2.56%) Linux
Processes & Methodologies
1 46 (58.97%) Analytics
2 42 (53.85%) Data Modelling
3 26 (33.33%) Business Intelligence
4 23 (29.49%) Data Management
5 21 (26.92%) Agile Software Development
6 19 (24.36%) Scrum
7 18 (23.08%) Database Optimisation
7 18 (23.08%) Machine Learning
7 18 (23.08%) Performance Tuning
8 14 (17.95%) Data Transformation
8 14 (17.95%) SDLC
9 13 (16.67%) Dimensional Modelling
9 13 (16.67%) Statistics
10 12 (15.38%) Mathematics
11 10 (12.82%) Data Analysis
11 10 (12.82%) Visualisation
12 9 (11.54%) Data Visualisation
12 9 (11.54%) Statistical Analysis
13 8 (10.26%) A/B Testing
13 8 (10.26%) Data Analytics
Programming Languages
1 43 (55.13%) Python
2 42 (53.85%) SQL
3 38 (48.72%) R
4 22 (28.21%) C++
5 12 (15.38%) Java
6 7 (8.97%) MATLAB
6 7 (8.97%) PL/SQL
7 5 (6.41%) Scala
8 2 (2.56%) VBA
9 1 (1.28%) C
Qualifications
1 31 (39.74%) Degree
2 5 (6.41%) PhD
3 1 (1.28%) Postgraduate
Quality Assurance & Compliance
1 15 (19.23%) Data Quality
2 1 (1.28%) QA
System Software
1 2 (2.56%) Apache Flume
Vendors
1 34 (43.59%) Netezza
2 33 (42.31%) Oracle
3 19 (24.36%) Teradata
4 17 (21.79%) Sybase
5 11 (14.10%) Tableau
6 7 (8.97%) RapidMiner
7 6 (7.69%) Alteryx
8 5 (6.41%) Microsoft
9 3 (3.85%) Cognos
9 3 (3.85%) Google
10 1 (1.28%) Adobe
10 1 (1.28%) Omniture
City, London
Harvey Nash plc
Rate: £400 - £500 per day
Posted: 4 days ago
South West London
The Rank Group plc
Posted: 3 days ago