The table below looks at the statistics for Predictive Modelling skills in IT contracts advertised across the UK. Included is a guide to the average contractor rates offered in IT contracts that have cited Predictive Modelling over the 3 months to 28 May 2015 with a comparison to the same period in 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.

Location
3 months to
28 May 2015
Same period 2014 Same period 2013
Predictive Modeling
Rank 579 551 527
Rank change year-on-year
-28 -24
Contract jobs citing Predictive Modelling 18 42 18
As % of all contract IT jobs located in the UK 0.033% 0.078% 0.038%
As % of the Processes & Methodologies category 0.042% 0.10% 0.051%
Number of daily rates quoted 13 27 12
Average daily rate
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£375 £400 £350
Average daily rate % change year-on-year
-6.25% +14.28%
90% offered a daily rate of more than £329 £300 £325
10% offered a daily rate of more than £535 £480 £495
UK excluding London average daily rate £375 £320 £450
% change year-on-year
+17.18% -28.88%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate - - -

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

Processes & Methodologies Category
UK
Contract IT job ads with a match in the
Processes & Methodologies category
42506 40759 35272
As % of all contract IT jobs located in the UK 77.19% 75.21% 74.52%
Number of daily rates quoted 27024 25787 21116
Average daily rate £413 £400 £413
Average daily rate % change year-on-year
+3.12% -3.03%
90% offered a daily rate of more than £285 £275 £275
10% offered a daily rate of more than £575 £550 £575
UK excluding London average daily rate £388 £375 £365
% change year-on-year
+3.33% +2.73%
Number of hourly rates quoted 1222 1202 1055
Average hourly rate £29.00 £27.50 £32.00
Average hourly rate % change year-on-year
+5.45% -14.06%
90% offered a hourly rate of more than £12.35 £12.50 £13.50
10% offered a hourly rate of more than £47.71 £50.00 £47.50
UK excluding London average hourly rate £30.00 £30.00 £32.00
% change year-on-year
- -6.25%

Predictive Modelling
Jobs Demand Trend

This chart provides the 3-month moving total of IT contractor jobs citing Predictive Modelling within the UK as a proportion of the total demand within the Processes & Methodologies category.

Predictive Modelling Jobs Demand Trend in the UK

Predictive Modelling
Daily Rate Trend

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

Predictive Modelling Daily Rate Trend in the UK

Predictive Modelling
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Predictive Modelling within the UK over the 3 months to 28 May 2015.

Predictive Modelling Daily Rate Histogram in the UK

Predictive Modelling
Top 18 Contract Locations

The table below looks at the demand and provides a guide to the average contractor rates quoted in IT jobs citing Predictive Modelling within the UK over the 3 months to 28 May 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -39 18 £375 -6.25% 11
London +6 9 £475 +5.55% 7
South East -21 6 £359 +13.43%
Berkshire +12 4 £375 +20.00%
City of London +12 3 £625 +92.30% 3
Slough - 3 £375 -
East of England +8 1 £375 +20.00%
Reading +4 1 £325 +4.00%
Hampshire -6 1 £343 +7.03%
North West -11 1 £275 -21.42% 1
South West - 1 £475 - 1
Lancashire - 1 £275 -
Wiltshire - 1 £475 - 1
Buckinghamshire - 1 £343 -
Swindon - 1 £475 - 1
Bedfordshire - 1 £375 -
Milton Keynes - 1 £343 -
Preston - 1 £275 -

Predictive Modelling
Top 30 Related IT Skills

For the 6 months to 28 May 2015, IT contractor jobs within the UK citing Predictive Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Predictive Modelling.

1 48 (70.59%) Analytics
2 28 (41.18%) SQL
3 27 (39.71%) Analytical Skills
4 24 (35.29%) Data Modelling
5 23 (33.82%) Data Warehouse
6 22 (32.35%) Agile Software Development
7 20 (29.41%) SAS
8 19 (27.94%) Business Intelligence
8 19 (27.94%) Scrum
9 18 (26.47%) Python
10 17 (25.00%) Finance
10 17 (25.00%) Statistics
11 15 (22.06%) Data Mining
11 15 (22.06%) R
12 14 (20.59%) Java
12 14 (20.59%) Data Analysis
12 14 (20.59%) Degree
13 13 (19.12%) TDD
13 13 (19.12%) Big Data
13 13 (19.12%) User Stories
14 12 (17.65%) Hadoop
14 12 (17.65%) Mathematics
15 11 (16.18%) Marketing
16 9 (13.24%) PhD
17 8 (11.76%) Stakeholder Management
17 8 (11.76%) Games
17 8 (11.76%) Netezza
17 8 (11.76%) QA
17 8 (11.76%) Test Scripting
17 8 (11.76%) Apache Pig

Predictive Modelling
Top Related IT Skills by Category

For the 6 months to 28 May 2015, IT contractor jobs within the UK citing Predictive Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Predictive Modelling. Up to 20 skills are shown per category.

Application Platforms
1 20 (29.41%) SAS
2 8 (11.76%) Apache Pig
3 7 (10.29%) Apache Spark
4 3 (4.41%) Apache
Applications
1 7 (10.29%) MS Excel
2 5 (7.35%) MS Office
3 4 (5.88%) SPSS
4 2 (2.94%) S-PLUS
4 2 (2.94%) Spreadsheet
5 1 (1.47%) PowerPivot
5 1 (1.47%) Weka
5 1 (1.47%) MS PowerPoint
Business Applications
1 4 (5.88%) VisionPLUS
2 2 (2.94%) SAP InfiniteInsight
Cloud Services
1 6 (8.82%) Amazon AWS
2 3 (4.41%) Amazon EC2
2 3 (4.41%) Heroku
2 3 (4.41%) Amazon EMR
3 1 (1.47%) Amazon S3
3 1 (1.47%) Route 53
3 1 (1.47%) Amazon ELB
3 1 (1.47%) AWS Elastic Beanstalk
Communications & Networking
1 4 (5.88%) ATM
2 1 (1.47%) SNA
Database & Business Intelligence
1 23 (33.82%) Data Warehouse
2 15 (22.06%) Data Mining
3 13 (19.12%) Big Data
4 12 (17.65%) Hadoop
5 8 (11.76%) Apache Hive
6 5 (7.35%) Relational Database
7 3 (4.41%) NoSQL
7 3 (4.41%) HBase
7 3 (4.41%) Amazon Redshift
7 3 (4.41%) SAS Enterprise Miner
8 2 (2.94%) OLAP
8 2 (2.94%) BusinessObjects
8 2 (2.94%) Base SAS
8 2 (2.94%) Clementine
8 2 (2.94%) OLAP Cube
9 1 (1.47%) Mahout
9 1 (1.47%) Oracle Database
9 1 (1.47%) Microsoft Power View
9 1 (1.47%) Azkaban
9 1 (1.47%) Impala
Development Applications
1 5 (7.35%) Toad
2 1 (1.47%) Jenkins
2 1 (1.47%) ProC
General
1 17 (25.00%) Finance
2 11 (16.18%) Marketing
3 8 (11.76%) Games
4 6 (8.82%) Retail
5 4 (5.88%) Banking
6 3 (4.41%) Retail Banking
7 2 (2.94%) Japanese Language
8 1 (1.47%) Financial Institution
8 1 (1.47%) Telecoms
8 1 (1.47%) Advertising
Job Titles
1 21 (30.88%) Analyst
2 11 (16.18%) Data Scientist
3 9 (13.24%) Developer
4 7 (10.29%) Product Owner
5 6 (8.82%) Senior Analyst
5 6 (8.82%) Data Analyst
6 4 (5.88%) Business Analyst
6 4 (5.88%) Tester
6 4 (5.88%) NHS Information Analyst
6 4 (5.88%) Information Analyst
7 3 (4.41%) Senior Information Analyst
7 3 (4.41%) Agile Tester
7 3 (4.41%) Insight Analyst
7 3 (4.41%) Django Developer
7 3 (4.41%) Python/Django Developer
7 3 (4.41%) Python Developer
7 3 (4.41%) QA Tester
8 2 (2.94%) Service Manager
8 2 (2.94%) Web Developer
8 2 (2.94%) Programme Manager
Libraries, Frameworks & Software Standards
1 6 (8.82%) Web Services
2 3 (4.41%) Django
3 1 (1.47%) SciPy
3 1 (1.47%) AngularJS
3 1 (1.47%) D3.js
3 1 (1.47%) Pandas
Miscellaneous
1 27 (39.71%) Analytical Skills
2 17 (25.00%) Statistics
3 12 (17.65%) Mathematics
4 7 (10.29%) Visualisation
4 7 (10.29%) Computer Science
5 6 (8.82%) Algorithms
6 4 (5.88%) NHS
6 4 (5.88%) Credit Risk
6 4 (5.88%) Physics
7 3 (4.41%) Xbox
7 3 (4.41%) Ontologies
7 3 (4.41%) Economics
7 3 (4.41%) Social Network
8 2 (2.94%) Data Integration
8 2 (2.94%) FMCG
8 2 (2.94%) Data Protection Act
9 1 (1.47%) Neural Network
9 1 (1.47%) Applied Mathematics
9 1 (1.47%) Online Games
9 1 (1.47%) Management Information System
Operating Systems
1 2 (2.94%) Linux
Processes & Methodologies
1 48 (70.59%) Analytics
2 24 (35.29%) Data Modelling
3 22 (32.35%) Agile Software Development
4 19 (27.94%) Business Intelligence
4 19 (27.94%) Scrum
5 14 (20.59%) Data Analysis
6 13 (19.12%) TDD
6 13 (19.12%) User Stories
7 8 (11.76%) Stakeholder Management
7 8 (11.76%) Test Scripting
7 8 (11.76%) MapReduce
8 7 (10.29%) Statistical Modelling
8 7 (10.29%) Data Transformation
8 7 (10.29%) Statistical Analysis
9 6 (8.82%) Use Case
10 5 (7.35%) Marketing Analytics
10 5 (7.35%) Performance Tuning
10 5 (7.35%) Unit Testing
10 5 (7.35%) Continuous Integration
11 4 (5.88%) ETL
Programming Languages
1 28 (41.18%) SQL
2 18 (26.47%) Python
3 15 (22.06%) R
4 14 (20.59%) Java
5 4 (5.88%) Scala
6 3 (4.41%) Bash Shell
6 3 (4.41%) Clojure
6 3 (4.41%) Go
6 3 (4.41%) Ruby
6 3 (4.41%) MATLAB
7 1 (1.47%) Data Analysis Expressions (DAX)
7 1 (1.47%) T-SQL
7 1 (1.47%) PL/SQL
7 1 (1.47%) C#
7 1 (1.47%) C++
Qualifications
1 14 (20.59%) Degree
2 9 (13.24%) PhD
3 4 (5.88%) ISEB
3 4 (5.88%) ISTQB
Quality Assurance & Compliance
1 8 (11.76%) QA
2 1 (1.47%) SLA
2 1 (1.47%) GCP
System Software
1 3 (4.41%) HDFS
Systems Management
1 2 (2.94%) Graphite
2 1 (1.47%) Puppet
2 1 (1.47%) Oozie
2 1 (1.47%) Opscode Chef
Vendors
1 8 (11.76%) Netezza
2 7 (10.29%) Tableau
2 7 (10.29%) Oracle
2 7 (10.29%) Microsoft
3 3 (4.41%) Vertica
3 3 (4.41%) MicroStrategy
3 3 (4.41%) Teradata
4 2 (2.94%) SAP
4 2 (2.94%) Business Objects
4 2 (2.94%) Splunk
5 1 (1.47%) Remedy
5 1 (1.47%) Informatica
5 1 (1.47%) Adobe
City of London
Venturi
Rate: £500.00 - £600 per day
Posted: 10 days ago