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 23 January 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
23 Jan 2017
Same period 2016 Same period 2015
Predictive Modelling
UK / England
Rank 537 571 535
Rank change year-on-year
+34 -36
Contract jobs citing Predictive Modelling 36 33 47
As % of all contract IT jobs located in England 0.087% 0.072% 0.10%
As % of the Processes & Methodologies category 0.11% 0.088% 0.13%
Number of daily rates quoted 26 22 41
Median daily rate £450 £450 £450
90% offered a daily rate of more than £289 £330 £330
10% offered a daily rate of more than £600 £548 £500
UK excluding London median daily rate £298 £475 £338
% change year-on-year
-37.36% +40.74%
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 England region.

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
34247 37536 36338
As % of all contract IT jobs located in England 82.42% 81.99% 78.64%
Number of daily rates quoted 22846 24700 23777
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 £285
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £405 £400 £390
% change year-on-year
+1.25% +2.56%
Number of hourly rates quoted 844 1095 972
Median hourly rate £34.00 £37.50 £25.00
Median hourly rate % change year-on-year
-9.33% +50.00%
90% offered a hourly rate of more than £13.00 £12.90 £12.00
10% offered a hourly rate of more than £50.00 £55.00 £47.50
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

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 23 January 2017.

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 23 January 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
London +16 29 £450 +5.88% 14
East of England - 3 £305 - 2
North West +27 2 £288 -31.54% 2
South East - 2 £358 -
Predictive Modelling
UK

Predictive Modelling
Top 30 Related IT Skills in England

For the 6 months to 23 January 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 England region with a requirement for Predictive Modelling.

1 51 (54.26%) Data Modelling
2 48 (51.06%) SQL
3 45 (47.87%) Analytics
4 41 (43.62%) Data Warehouse
4 41 (43.62%) Python
4 41 (43.62%) Netezza
5 37 (39.36%) Oracle
6 36 (38.30%) Degree
6 36 (38.30%) R
7 31 (32.98%) Agile Software Development
8 29 (30.85%) Analytical Skills
9 26 (27.66%) Scrum
9 26 (27.66%) Business Intelligence
10 24 (25.53%) SAS
11 23 (24.47%) Data Management
12 22 (23.40%) C++
12 22 (23.40%) Performance Tuning
12 22 (23.40%) Database Optimisation
13 21 (22.34%) Data Structures
13 21 (22.34%) Statistics
14 20 (21.28%) Teradata
14 20 (21.28%) Data Quality
14 20 (21.28%) Relational Database
15 19 (20.21%) Machine Learning
15 19 (20.21%) Sybase
15 19 (20.21%) DB2
16 18 (19.15%) Dimensional Modelling
16 18 (19.15%) NoSQL
16 18 (19.15%) SDLC
17 17 (18.09%) Data Transformation

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 24 (25.53%) SAS
2 7 (7.45%) Apache Spark
3 2 (2.13%) Apache
3 2 (2.13%) Apache Pig
4 1 (1.06%) SharePoint
4 1 (1.06%) WebSphere
Applications
1 10 (10.64%) SPSS
2 8 (8.51%) MS Excel
3 3 (3.19%) MS Office
4 2 (2.13%) Spreadsheet
5 1 (1.06%) MS PowerPoint
Business Applications
1 1 (1.06%) SAP Oil and Gas
Cloud Services
1 1 (1.06%) Adobe Analytics
1 1 (1.06%) Google Analytics
1 1 (1.06%) Microsoft Azure
1 1 (1.06%) SaaS
Communications & Networking
1 1 (1.06%) Internet
Database & Business Intelligence
1 41 (43.62%) Data Warehouse
2 20 (21.28%) Relational Database
3 19 (20.21%) DB2
4 18 (19.15%) NoSQL
5 14 (14.89%) Hadoop
6 12 (12.77%) Apache Hive
7 11 (11.70%) Big Data
8 10 (10.64%) Data Mining
9 8 (8.51%) Data Lake
9 8 (8.51%) SAS Enterprise Guide
9 8 (8.51%) SAS Enterprise Miner
10 4 (4.26%) Impala
10 4 (4.26%) QlikView
10 4 (4.26%) SQL Server
11 2 (2.13%) Power BI
11 2 (2.13%) PowerPivot
11 2 (2.13%) Spotfire
11 2 (2.13%) Text Mining
12 1 (1.06%) HBase
12 1 (1.06%) Mahout
Development Applications
1 2 (2.13%) Git (software)
2 1 (1.06%) Cucumber
2 1 (1.06%) JUnit
General
1 14 (14.89%) Retail
2 12 (12.77%) Finance
3 6 (6.38%) Marketing
4 5 (5.32%) Banking
5 4 (4.26%) Telecoms
6 2 (2.13%) Financial Institution
6 2 (2.13%) Games
7 1 (1.06%) Electronics
7 1 (1.06%) Manufacturing
Job Titles
1 35 (37.23%) Analyst
2 30 (31.91%) Developer
3 25 (26.60%) Data Analyst
4 21 (22.34%) Data Scientist
5 20 (21.28%) Netezza Developer
6 14 (14.89%) SQL Analyst
6 14 (14.89%) SQL Data Analyst
7 11 (11.70%) Agile Developer
8 10 (10.64%) Oracle Developer
9 9 (9.57%) Oracle Analyst
9 9 (9.57%) Teradata Analyst
10 6 (6.38%) Architect
10 6 (6.38%) Data Architect
11 5 (5.32%) Insight Analyst
11 5 (5.32%) Java Developer
11 5 (5.32%) Machine Learning Developer
12 4 (4.26%) PL/SQL Developer
12 4 (4.26%) SQL Developer
13 3 (3.19%) SAS Analyst
13 3 (3.19%) Senior Analyst
Libraries, Frameworks & Software Standards
1 9 (9.57%) Pandas
2 5 (5.32%) Keras
2 5 (5.32%) Natural Language Processing
2 5 (5.32%) Theano
2 5 (5.32%) Torch
3 4 (4.26%) Matplotlib
3 4 (4.26%) scikit-learn
3 4 (4.26%) XGBoost
4 3 (3.19%) MLlib
5 2 (2.13%) Kafka
6 1 (1.06%) D3.js
6 1 (1.06%) Drools
6 1 (1.06%) Gherkin
6 1 (1.06%) Hibernate
6 1 (1.06%) REST
6 1 (1.06%) Spring
6 1 (1.06%) Struts
6 1 (1.06%) Web Services
6 1 (1.06%) XML
Miscellaneous
1 29 (30.85%) Analytical Skills
2 21 (22.34%) Data Structures
2 21 (22.34%) Statistics
3 13 (13.83%) Mathematics
4 12 (12.77%) Algorithms
5 11 (11.70%) Computer Science
6 10 (10.64%) Visualisation
7 7 (7.45%) Physics
8 4 (4.26%) Artificial Intelligence
8 4 (4.26%) Neural Network
8 4 (4.26%) Performance Metrics
9 2 (2.13%) FMCG
9 2 (2.13%) Social Network
9 2 (2.13%) Virtual Team
10 1 (1.06%) Data Extraction
10 1 (1.06%) Data Integration
10 1 (1.06%) Internet of Things
10 1 (1.06%) NHS
10 1 (1.06%) User Experience
Operating Systems
1 2 (2.13%) Linux
Processes & Methodologies
1 51 (54.26%) Data Modelling
2 45 (47.87%) Analytics
3 31 (32.98%) Agile Software Development
4 26 (27.66%) Business Intelligence
4 26 (27.66%) Scrum
5 23 (24.47%) Data Management
6 22 (23.40%) Database Optimisation
6 22 (23.40%) Performance Tuning
7 19 (20.21%) Machine Learning
8 18 (19.15%) Dimensional Modelling
8 18 (19.15%) SDLC
9 17 (18.09%) Data Transformation
10 10 (10.64%) Data Analysis
10 10 (10.64%) Statistical Analysis
11 9 (9.57%) Data Analytics
12 8 (8.51%) Data Visualisation
12 8 (8.51%) Quantitative Analysis
13 7 (7.45%) Customer Insight
13 7 (7.45%) Data Acquisition
13 7 (7.45%) Exploratory Analysis
Programming Languages
1 48 (51.06%) SQL
2 41 (43.62%) Python
3 36 (38.30%) R
4 22 (23.40%) C++
5 13 (13.83%) Java
6 8 (8.51%) MATLAB
7 7 (7.45%) VBA
8 6 (6.38%) PL/SQL
9 1 (1.06%) C
9 1 (1.06%) Data Analysis Expressions (DAX)
Qualifications
1 36 (38.30%) Degree
2 2 (2.13%) PhD
3 1 (1.06%) BPSS Clearance
3 1 (1.06%) Security Cleared
Quality Assurance & Compliance
1 20 (21.28%) Data Quality
2 5 (5.32%) QA
3 1 (1.06%) Disclosure Scotland
Vendors
1 41 (43.62%) Netezza
2 37 (39.36%) Oracle
3 20 (21.28%) Teradata
4 19 (20.21%) Sybase
5 8 (8.51%) Tableau
6 6 (6.38%) Microsoft
7 4 (4.26%) Alteryx
8 2 (2.13%) RapidMiner
9 1 (1.06%) Adobe
9 1 (1.06%) Google
9 1 (1.06%) Hortonworks
9 1 (1.06%) MicroStrategy
9 1 (1.06%) Omniture
9 1 (1.06%) SAP
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Rate: £400.00 - £500.00 per day
Posted: 40 minutes ago
London
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