The table below looks at the statistics for Predictive Modelling skills in IT contracts advertised across the UK. 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 566 605 587
Rank change year-on-year
+39 -18
Contract jobs citing Predictive Modelling 55 39 46
As % of all contract IT jobs located in the UK 0.11% 0.071% 0.081%
As % of the Processes & Methodologies category 0.13% 0.087% 0.11%
Number of daily rates quoted 37 27 33
Median daily rate £450 £425 £375
Median daily rate % change year-on-year
+5.88% +13.33%
90% offered a daily rate of more than £290 £329 £305
10% offered a daily rate of more than £600 £535 £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 - - -

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
41059 44815 43569
As % of all contract IT jobs located in the UK 82.50% 81.16% 77.16%
Number of daily rates quoted 27372 29040 28392
Median daily rate £450 £425 £420
Median daily rate % change year-on-year
+5.88% +1.19%
90% offered a daily rate of more than £300 £295 £275
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 1078 1342 1199
Median hourly rate £30.00 £31.44 £25.00
Median hourly rate % change year-on-year
-4.58% +25.76%
90% offered a hourly rate of more than £12.50 £12.50 £12.00
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

The demand trend of contract jobs 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 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 8 December 2016.

Predictive Modelling Daily Rate Histogram in the UK

Predictive Modelling
Top 16 Contract Locations

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 UK over the 3 months to 8 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
England +38 53 £450 +5.88% 17
London +10 41 £450 +5.88% 7
City of London +9 18 £450 +12.50% 2
South East - 7 £358 - 3
Buckinghamshire - 5 - -
East of England +6 3 £305 -
Milton Keynes - 3 - -
North West +7 2 £288 -31.54% 4
Hertfordshire +2 2 £298 -
Berkshire - 2 £358 - 1
Manchester -2 1 - - 1
Lancashire - 1 £288 -
Bedfordshire - 1 £550 -
Slough - 1 £290 -
Preston - 1 £288 -
Dunstable - 1 £550 -

Predictive Modelling
Top 30 Related IT Skills

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 with a requirement for Predictive Modelling.

1 56 (51.85%) SQL
2 54 (50.00%) Analytics
3 51 (47.22%) Data Modelling
4 43 (39.81%) Data Warehouse
5 42 (38.89%) Python
6 41 (37.96%) Netezza
7 39 (36.11%) R
8 38 (35.19%) Analytical Skills
9 35 (32.41%) Degree
9 35 (32.41%) Agile Software Development
10 33 (30.56%) SAS
11 32 (29.63%) Oracle
12 28 (25.93%) Business Intelligence
12 28 (25.93%) Scrum
13 25 (23.15%) Statistics
14 24 (22.22%) Performance Tuning
14 24 (22.22%) Database Optimisation
15 23 (21.30%) Machine Learning
16 22 (20.37%) Data Management
17 21 (19.44%) NoSQL
18 20 (18.52%) Relational Database
18 20 (18.52%) Data Structures
18 20 (18.52%) C++
19 19 (17.59%) Retail
19 19 (17.59%) Data Quality
20 18 (16.67%) Teradata
21 17 (15.74%) Sybase
21 17 (15.74%) DB2
21 17 (15.74%) Dimensional Modelling
21 17 (15.74%) SDLC

Predictive Modelling
Top Related IT Skills 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 33 (30.56%) SAS
2 9 (8.33%) 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 12 (11.11%) 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 43 (39.81%) Data Warehouse
2 21 (19.44%) NoSQL
3 20 (18.52%) Relational Database
4 17 (15.74%) DB2
5 16 (14.81%) Hadoop
6 14 (12.96%) Apache Hive
6 14 (12.96%) Big Data
6 14 (12.96%) Data Mining
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%) Mixpanel
10 2 (1.85%) Power BI
10 2 (1.85%) PowerPivot
10 2 (1.85%) RDBMS
10 2 (1.85%) Spotfire
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 7 (6.48%) Banking
4 7 (6.48%) 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 34 (31.48%) Developer
3 26 (24.07%) Data Analyst
4 22 (20.37%) Data Scientist
4 22 (20.37%) Netezza Developer
5 16 (14.81%) Agile Developer
6 15 (13.89%) SQL Analyst
7 13 (12.04%) SQL Data Analyst
8 9 (8.33%) Oracle Analyst
8 9 (8.33%) Teradata Analyst
9 7 (6.48%) Oracle Developer
10 6 (5.56%) Insight Analyst
10 6 (5.56%) Senior Analyst
11 5 (4.63%) Architect
11 5 (4.63%) Data Architect
11 5 (4.63%) Java Developer
11 5 (4.63%) Machine Learning Developer
12 4 (3.70%) Consultant
12 4 (3.70%) SAS Analyst
13 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 25 (23.15%) 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 54 (50.00%) Analytics
2 51 (47.22%) Data Modelling
3 35 (32.41%) Agile Software Development
4 28 (25.93%) Business Intelligence
4 28 (25.93%) Scrum
5 24 (22.22%) Database Optimisation
5 24 (22.22%) Performance Tuning
6 23 (21.30%) Machine Learning
7 22 (20.37%) Data Management
8 17 (15.74%) Dimensional Modelling
8 17 (15.74%) SDLC
9 16 (14.81%) Data Transformation
10 13 (12.04%) Data Analysis
11 12 (11.11%) 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 42 (38.89%) Python
3 39 (36.11%) 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 35 (32.41%) 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 41 (37.96%) 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