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 16 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
16 Jan 2017
Same period 2016 Same period 2015
Predictive Modelling
UK
Rank 555 590 553
Rank change year-on-year
+35 -37
Contract jobs citing Predictive Modelling 37 35 46
As % of all contract IT jobs located in the UK 0.083% 0.070% 0.091%
As % of the Processes & Methodologies category 0.10% 0.086% 0.12%
Number of daily rates quoted 27 24 36
Median daily rate £450 £450 £413
Median daily rate % change year-on-year
- +9.09%
90% offered a daily rate of more than £289 £331 £315
10% offered a daily rate of more than £590 £518 £488
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 across the UK.

Processes & Methodologies Category
UK
Contract IT job ads with a match in the
Processes & Methodologies category
36787 40770 39839
As % of all contract IT jobs located in the UK 82.22% 81.73% 78.55%
Number of daily rates quoted 24383 26360 25795
Median daily rate £450 £425 £423
Median daily rate % change year-on-year
+5.88% +0.59%
90% offered a daily rate of more than £300 £293 £281
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £410 £400 £390
% change year-on-year
+2.50% +2.56%
Number of hourly rates quoted 934 1195 1065
Median hourly rate £33.28 £37.50 £25.00
Median hourly rate % change year-on-year
-11.25% +50.00%
90% offered a hourly rate of more than £12.50 £13.00 £12.00
10% offered a hourly rate of more than £50.00 £55.00 £47.50
UK excluding London median hourly rate £35.00 £39.00 £26.00
% change year-on-year
-10.25% +50.00%

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 16 January 2017.

Predictive Modelling Daily Rate Histogram in the UK

Predictive Modelling
Top 14 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 16 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
England +19 37 £450 - 16
London -2 30 £450 +5.88% 10
City of London +4 12 £450 - 3
East of England - 3 £305 - 2
North West +21 2 £288 -31.54% 1
South East - 2 £358 -
Berkshire - 2 £358 -
Hertfordshire - 2 £298 -
Manchester +11 1 - - 1
Dunstable - 1 £550 -
Slough - 1 £290 -
Preston - 1 £288 -
Lancashire - 1 £288 -
Bedfordshire - 1 £550 -

Predictive Modelling
Top 30 Related IT Skills

For the 6 months to 16 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 with a requirement for Predictive Modelling.

1 53 (52.48%) Data Modelling
2 52 (51.49%) SQL
3 49 (48.51%) Analytics
4 43 (42.57%) Data Warehouse
4 43 (42.57%) Netezza
5 42 (41.58%) Python
6 38 (37.62%) R
7 37 (36.63%) Oracle
8 36 (35.64%) Degree
9 33 (32.67%) Agile Software Development
9 33 (32.67%) Analytical Skills
10 30 (29.70%) SAS
11 28 (27.72%) Scrum
12 26 (25.74%) Business Intelligence
13 24 (23.76%) Performance Tuning
13 24 (23.76%) Database Optimisation
14 23 (22.77%) Data Management
14 23 (22.77%) Statistics
15 22 (21.78%) C++
15 22 (21.78%) Relational Database
16 21 (20.79%) Data Structures
17 20 (19.80%) NoSQL
17 20 (19.80%) Data Quality
17 20 (19.80%) Machine Learning
17 20 (19.80%) Teradata
18 19 (18.81%) Sybase
18 19 (18.81%) DB2
19 18 (17.82%) Retail
19 18 (17.82%) Dimensional Modelling
19 18 (17.82%) 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 30 (29.70%) SAS
2 9 (8.91%) Apache Spark
3 2 (1.98%) Apache
3 2 (1.98%) Apache Pig
4 1 (0.99%) SharePoint
4 1 (0.99%) WebSphere
Applications
1 12 (11.88%) SPSS
2 8 (7.92%) MS Excel
3 3 (2.97%) MS Office
4 2 (1.98%) Spreadsheet
5 1 (0.99%) MS PowerPoint
Business Applications
1 1 (0.99%) SAP Oil and Gas
Cloud Services
1 1 (0.99%) Adobe Analytics
1 1 (0.99%) Google Analytics
1 1 (0.99%) Microsoft Azure
1 1 (0.99%) SaaS
Communications & Networking
1 1 (0.99%) Internet
Database & Business Intelligence
1 43 (42.57%) Data Warehouse
2 22 (21.78%) Relational Database
3 20 (19.80%) NoSQL
4 19 (18.81%) DB2
5 16 (15.84%) Hadoop
6 14 (13.86%) Apache Hive
7 13 (12.87%) Big Data
8 10 (9.90%) Data Mining
9 8 (7.92%) Data Lake
9 8 (7.92%) SAS Enterprise Guide
9 8 (7.92%) SAS Enterprise Miner
10 4 (3.96%) Impala
10 4 (3.96%) QlikView
10 4 (3.96%) SQL Server
11 2 (1.98%) Power BI
11 2 (1.98%) PowerPivot
11 2 (1.98%) RDBMS
11 2 (1.98%) Spotfire
11 2 (1.98%) Text Mining
12 1 (0.99%) Oracle ODI
Development Applications
1 2 (1.98%) Git (software)
2 1 (0.99%) Cucumber
2 1 (0.99%) JUnit
General
1 18 (17.82%) Retail
2 12 (11.88%) Finance
3 8 (7.92%) Marketing
4 6 (5.94%) Banking
4 6 (5.94%) Telecoms
5 3 (2.97%) Financial Institution
6 2 (1.98%) Games
7 1 (0.99%) Electronics
7 1 (0.99%) Manufacturing
Job Titles
1 39 (38.61%) Analyst
2 32 (31.68%) Developer
3 27 (26.73%) Data Analyst
4 22 (21.78%) Data Scientist
4 22 (21.78%) Netezza Developer
5 15 (14.85%) SQL Analyst
6 14 (13.86%) SQL Data Analyst
7 13 (12.87%) Agile Developer
8 10 (9.90%) Oracle Developer
9 9 (8.91%) Oracle Analyst
9 9 (8.91%) Teradata Analyst
10 6 (5.94%) Architect
10 6 (5.94%) Data Architect
10 6 (5.94%) Insight Analyst
10 6 (5.94%) Senior Analyst
11 5 (4.95%) Java Developer
11 5 (4.95%) Machine Learning Developer
12 4 (3.96%) PL/SQL Developer
12 4 (3.96%) SAS Analyst
12 4 (3.96%) SQL Developer
Libraries, Frameworks & Software Standards
1 9 (8.91%) Pandas
2 5 (4.95%) Keras
2 5 (4.95%) Natural Language Processing
2 5 (4.95%) Theano
2 5 (4.95%) Torch
3 4 (3.96%) Matplotlib
3 4 (3.96%) scikit-learn
3 4 (3.96%) XGBoost
4 3 (2.97%) MLlib
5 2 (1.98%) Kafka
6 1 (0.99%) D3.js
6 1 (0.99%) Drools
6 1 (0.99%) Gherkin
6 1 (0.99%) Hibernate
6 1 (0.99%) REST
6 1 (0.99%) Spring
6 1 (0.99%) Struts
6 1 (0.99%) Web Services
6 1 (0.99%) XML
Miscellaneous
1 33 (32.67%) Analytical Skills
2 23 (22.77%) Statistics
3 21 (20.79%) Data Structures
4 12 (11.88%) Algorithms
4 12 (11.88%) Mathematics
5 10 (9.90%) Computer Science
5 10 (9.90%) Visualisation
6 7 (6.93%) Physics
7 4 (3.96%) Artificial Intelligence
7 4 (3.96%) Neural Network
7 4 (3.96%) Performance Metrics
8 2 (1.98%) FMCG
8 2 (1.98%) Social Network
8 2 (1.98%) Virtual Team
9 1 (0.99%) Data Extraction
9 1 (0.99%) Data Integration
9 1 (0.99%) Internet of Things
9 1 (0.99%) NHS
9 1 (0.99%) User Experience
Operating Systems
1 2 (1.98%) Linux
Processes & Methodologies
1 53 (52.48%) Data Modelling
2 49 (48.51%) Analytics
3 33 (32.67%) Agile Software Development
4 28 (27.72%) Scrum
5 26 (25.74%) Business Intelligence
6 24 (23.76%) Database Optimisation
6 24 (23.76%) Performance Tuning
7 23 (22.77%) Data Management
8 20 (19.80%) Machine Learning
9 18 (17.82%) Dimensional Modelling
9 18 (17.82%) SDLC
10 17 (16.83%) Data Transformation
11 14 (13.86%) Data Analysis
12 12 (11.88%) Data Analytics
13 11 (10.89%) Statistical Analysis
14 10 (9.90%) Customer Insight
15 8 (7.92%) Data Visualisation
15 8 (7.92%) Quantitative Analysis
16 7 (6.93%) Data Acquisition
16 7 (6.93%) Exploratory Analysis
Programming Languages
1 52 (51.49%) SQL
2 42 (41.58%) Python
3 38 (37.62%) R
4 22 (21.78%) C++
5 13 (12.87%) Java
6 8 (7.92%) MATLAB
7 7 (6.93%) VBA
8 6 (5.94%) PL/SQL
9 1 (0.99%) C
9 1 (0.99%) Data Analysis Expressions (DAX)
Qualifications
1 36 (35.64%) Degree
2 2 (1.98%) PhD
3 1 (0.99%) BPSS Clearance
3 1 (0.99%) Security Cleared
Quality Assurance & Compliance
1 20 (19.80%) Data Quality
2 8 (7.92%) QA
3 1 (0.99%) Disclosure Scotland
Vendors
1 43 (42.57%) Netezza
2 37 (36.63%) Oracle
3 20 (19.80%) Teradata
4 19 (18.81%) Sybase
5 8 (7.92%) Tableau
6 6 (5.94%) Microsoft
7 4 (3.96%) Alteryx
8 2 (1.98%) RapidMiner
9 1 (0.99%) Adobe
9 1 (0.99%) Google
9 1 (0.99%) Hortonworks
9 1 (0.99%) MicroStrategy
9 1 (0.99%) Omniture
9 1 (0.99%) SAP
City, London
Talent International
Rate: £500 - £600 per day
Posted: 5 days ago