The table below looks at the statistics for Predictive Modelling skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Predictive Modelling over the 3 months to 7 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
7 Dec 2016
Same period 2015 Same period 2014
Predictive Modelling
Rank 542 581 582
Rank change year-on-year
+39 +1
Contract jobs citing Predictive Modelling 53 38 45
As % of all contract IT jobs located in England 0.11% 0.075% 0.087%
As % of the Processes & Methodologies category 0.14% 0.092% 0.11%
Number of daily rates quoted 37 26 32
Median daily rate £450 £425 £369
Median daily rate % change year-on-year
+5.88% +15.25%
90% offered a daily rate of more than £290 £329 £303
10% offered a daily rate of more than £600 £538 £500
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
UK

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

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
38173 41342 39811
As % of all contract IT jobs located in England 82.79% 81.45% 77.14%
Number of daily rates quoted 25638 27209 26333
Median daily rate £450 £425 £425
Median daily rate % change year-on-year
+5.88% -
90% offered a daily rate of more than £300 £300 £280
10% offered a daily rate of more than £600 £600 £600
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 1000 1236 1136
Median hourly rate £29.00 £31.44 £24.00
Median hourly rate % change year-on-year
-7.76% +31.00%
90% offered a hourly rate of more than £12.50 £12.50 £11.75
10% offered a hourly rate of more than £50.00 £50.00 £47.50
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 England

The demand trend of contract jobs across the England 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 England

Predictive Modelling
Daily Rate Trend in England

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

Predictive Modelling Daily Rate Trend in England

Predictive Modelling
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Predictive Modelling across the England region over the 3 months to 7 December 2016.

Predictive Modelling Daily Rate Histogram in England

Predictive Modelling
Contract Job Locations in England

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 England region over the 3 months to 7 December 2016. 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
(Click see detailed
statistics and trends)
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
London +16 41 £450 +5.88% 7
South East - 7 £358 - 3
East of England +10 3 £305 -
North West +3 2 £288 -31.54% 4
Predictive Modelling
UK

Predictive Modelling
Top 30 Related IT Skills in England

For the 6 months to 7 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 England region with a requirement for Predictive Modelling.

1 56 (51.85%) SQL
1 56 (51.85%) Analytics
2 53 (49.07%) Data Modelling
3 45 (41.67%) Data Warehouse
4 43 (39.81%) Netezza
5 40 (37.04%) Python
6 38 (35.19%) Analytical Skills
7 37 (34.26%) R
7 37 (34.26%) Degree
7 37 (34.26%) Agile Software Development
8 32 (29.63%) Oracle
9 31 (28.70%) SAS
10 30 (27.78%) Scrum
11 28 (25.93%) Business Intelligence
12 26 (24.07%) Performance Tuning
12 26 (24.07%) Database Optimisation
13 23 (21.30%) Statistics
14 22 (20.37%) Data Management
15 21 (19.44%) Machine Learning
16 20 (18.52%) Data Structures
16 20 (18.52%) C++
17 19 (17.59%) Retail
17 19 (17.59%) Data Quality
17 19 (17.59%) NoSQL
18 18 (16.67%) Relational Database
18 18 (16.67%) Teradata
19 17 (15.74%) SDLC
19 17 (15.74%) Sybase
19 17 (15.74%) DB2
19 17 (15.74%) Dimensional Modelling

Predictive Modelling
Top Related IT Skills in England 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 31 (28.70%) SAS
2 7 (6.48%) Apache Spark
3 2 (1.85%) Apache
3 2 (1.85%) Apache Pig
3 2 (1.85%) SharePoint
4 1 (0.93%) WebSphere
Applications
1 10 (9.26%) SPSS
2 8 (7.41%) MS Excel
3 4 (3.70%) MS Office
4 2 (1.85%) Spreadsheet
5 1 (0.93%) MS PowerPoint
Business Applications
1 2 (1.85%) SAP Oil and Gas
Cloud Services
1 3 (2.78%) Google Analytics
1 3 (2.78%) Microsoft Azure
2 2 (1.85%) Amazon AWS
2 2 (1.85%) Heroku
3 1 (0.93%) Adobe Analytics
3 1 (0.93%) Office 365
3 1 (0.93%) Slack
Communications & Networking
1 1 (0.93%) Internet
Database & Business Intelligence
1 45 (41.67%) Data Warehouse
2 19 (17.59%) NoSQL
3 18 (16.67%) Relational Database
4 17 (15.74%) DB2
5 14 (12.96%) Data Mining
5 14 (12.96%) Hadoop
6 12 (11.11%) Apache Hive
6 12 (11.11%) Big Data
7 8 (7.41%) Data Lake
7 8 (7.41%) SAS Enterprise Guide
7 8 (7.41%) SAS Enterprise Miner
8 4 (3.70%) Impala
8 4 (3.70%) QlikView
8 4 (3.70%) SQL Server
9 3 (2.78%) MongoDB
10 2 (1.85%) MySQL
10 2 (1.85%) PostgreSQL
10 2 (1.85%) PowerPivot
10 2 (1.85%) Spotfire
10 2 (1.85%) Text Mining
Development Applications
1 4 (3.70%) Git (software)
2 1 (0.93%) Cucumber
2 1 (0.93%) JUnit
General
1 19 (17.59%) Retail
2 15 (13.89%) Finance
3 10 (9.26%) Marketing
4 5 (4.63%) Banking
4 5 (4.63%) Telecoms
5 4 (3.70%) Financial Institution
5 4 (3.70%) Games
6 2 (1.85%) Electronics
6 2 (1.85%) Manufacturing
7 1 (0.93%) Corporate Banking
7 1 (0.93%) Retail Banking
Job Titles
1 40 (37.04%) Analyst
2 36 (33.33%) Developer
3 26 (24.07%) Data Analyst
4 24 (22.22%) Netezza Developer
5 20 (18.52%) Data Scientist
6 18 (16.67%) Agile Developer
7 15 (13.89%) SQL Analyst
8 13 (12.04%) SQL Data Analyst
9 9 (8.33%) Oracle Analyst
9 9 (8.33%) Teradata Analyst
10 7 (6.48%) Oracle Developer
11 6 (5.56%) Insight Analyst
11 6 (5.56%) Senior Analyst
12 5 (4.63%) Architect
12 5 (4.63%) Data Architect
12 5 (4.63%) Java Developer
12 5 (4.63%) Machine Learning Developer
13 4 (3.70%) Consultant
13 4 (3.70%) SAS Analyst
14 3 (2.78%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 9 (8.33%) Pandas
2 5 (4.63%) Keras
2 5 (4.63%) Natural Language Processing
2 5 (4.63%) Theano
2 5 (4.63%) Torch
3 4 (3.70%) Matplotlib
3 4 (3.70%) scikit-learn
3 4 (3.70%) XGBoost
4 3 (2.78%) MLlib
5 2 (1.85%) .NET
5 2 (1.85%) AngularJS
5 2 (1.85%) CSS
5 2 (1.85%) CSS3
5 2 (1.85%) hapi
5 2 (1.85%) HTML
5 2 (1.85%) HTML5
5 2 (1.85%) Kafka
5 2 (1.85%) Node.js
5 2 (1.85%) React
5 2 (1.85%) RESTful
Miscellaneous
1 38 (35.19%) Analytical Skills
2 23 (21.30%) Statistics
3 20 (18.52%) Data Structures
4 14 (12.96%) Algorithms
4 14 (12.96%) Mathematics
5 13 (12.04%) Computer Science
6 12 (11.11%) Visualisation
7 8 (7.41%) Physics
8 5 (4.63%) Neural Network
9 4 (3.70%) Artificial Intelligence
9 4 (3.70%) Performance Metrics
10 3 (2.78%) NHS
10 3 (2.78%) User Experience
11 2 (1.85%) FMCG
11 2 (1.85%) Management Information System
11 2 (1.85%) Minimum Viable Product
11 2 (1.85%) Social Network
12 1 (0.93%) Data Extraction
12 1 (0.93%) Data Integration
12 1 (0.93%) Virtual Team
Operating Systems
1 2 (1.85%) Linux
Processes & Methodologies
1 56 (51.85%) Analytics
2 53 (49.07%) Data Modelling
3 37 (34.26%) Agile Software Development
4 30 (27.78%) Scrum
5 28 (25.93%) Business Intelligence
6 26 (24.07%) Database Optimisation
6 26 (24.07%) Performance Tuning
7 22 (20.37%) Data Management
8 21 (19.44%) Machine Learning
9 17 (15.74%) Dimensional Modelling
9 17 (15.74%) SDLC
10 16 (14.81%) Data Transformation
11 13 (12.04%) Data Analysis
11 13 (12.04%) Data Analytics
12 10 (9.26%) Customer Insight
12 10 (9.26%) Data Visualisation
13 9 (8.33%) Statistical Analysis
14 8 (7.41%) Quantitative Analysis
15 7 (6.48%) Data Acquisition
15 7 (6.48%) Exploratory Analysis
Programming Languages
1 56 (51.85%) SQL
2 40 (37.04%) Python
3 37 (34.26%) R
4 20 (18.52%) C++
5 13 (12.04%) Java
6 8 (7.41%) MATLAB
7 7 (6.48%) VBA
8 4 (3.70%) PL/SQL
9 2 (1.85%) JavaScript
9 2 (1.85%) PHP
9 2 (1.85%) Ruby
10 1 (0.93%) C
10 1 (0.93%) Data Analysis Expressions (DAX)
Qualifications
1 37 (34.26%) Degree
2 3 (2.78%) PhD
3 2 (1.85%) Security Cleared
4 1 (0.93%) BPSS Clearance
4 1 (0.93%) DV Cleared
Quality Assurance & Compliance
1 19 (17.59%) Data Quality
2 10 (9.26%) QA
3 1 (0.93%) Disclosure Scotland
3 1 (0.93%) SLA
Vendors
1 43 (39.81%) Netezza
2 32 (29.63%) Oracle
3 18 (16.67%) Teradata
4 17 (15.74%) Sybase
5 8 (7.41%) Tableau
6 7 (6.48%) Microsoft
7 4 (3.70%) Alteryx
8 3 (2.78%) Google
9 2 (1.85%) SAP
10 1 (0.93%) Adobe
10 1 (0.93%) Hortonworks
10 1 (0.93%) MicroStrategy
10 1 (0.93%) Omniture
Berkshire
People Source Consulting
Rate: £400 - £450 per day
Posted: 19 days ago