The table below looks at the statistics for Predictive Analytics skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited Predictive Analytics over the 3 months to 30 May 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
30 May 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 600 598 599
Rank change year-on-year
-2 +1
Contract jobs citing Predictive Analytics 44 25 19
As % of all contract IT jobs located in the UK 0.082% 0.045% 0.035%
As % of the Processes & Methodologies category 0.10% 0.057% 0.045%
Number of daily rates quoted 29 18 13
Median daily rate £485 £475 £625
Median daily rate % change year-on-year
+2.10% -24.00%
90% offered a daily rate of more than £346 £310 £351
10% offered a daily rate of more than £633 £700 £795
UK excluding London median daily rate £400 £363 -
% change year-on-year
+10.34% -
Number of hourly rates quoted 1 1 0
Median hourly rate £100.00 £92.50 -
Median hourly rate % change year-on-year
+8.10% -
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
43957 43706 42107
As % of all contract IT jobs located in the UK 81.92% 79.33% 77.60%
Number of daily rates quoted 29196 27767 26626
Median daily rate £438 £413 £400
Median daily rate % change year-on-year
+6.06% +3.12%
90% offered a daily rate of more than £300 £280 £275
10% offered a daily rate of more than £600 £575 £550
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 1024 1244 1239
Median hourly rate £28.50 £29.00 £27.50
Median hourly rate % change year-on-year
-1.72% +5.45%
90% offered a hourly rate of more than £12.83 £12.36 £12.80
10% offered a hourly rate of more than £47.50 £47.83 £50.00
UK excluding London median hourly rate £32.50 £30.00 £30.00
% change year-on-year
+8.33% -

Predictive Analytics
Jobs Demand Trend

The demand trend of contract jobs citing Predictive Analytics as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Predictive Analytics Jobs Demand Trend in the UK

Predictive Analytics
Daily Rate Trend

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

Predictive Analytics Daily Rate Trend in the UK

Predictive Analytics
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Predictive Analytics within the UK over the 3 months to 30 May 2016.

Predictive Analytics Daily Rate Histogram in the UK

Predictive Analytics
Hourly Rate Trend

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Predictive Analytics within the UK.

Predictive Analytics Hourly Rate Trend in the UK

Predictive Analytics
Top 10 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Predictive Analytics within the UK over the 3 months to 30 May 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 +24 42 £475 - 10
London +20 34 £513 +2.50% 7
City of London +45 6 £475 -32.14% 2
South East -7 5 £350 -34.88% 3
Berkshire - 3 £350 -
Surrey -6 2 - - 1
Cambridge - 2 £363 -
East of England - 2 £363 -
Cambridgeshire - 2 £363 -
Hammersmith - 1 - -

Predictive Analytics
Top 30 Related IT Skills

For the 6 months to 30 May 2016, IT contractor jobs citing Predictive Analytics 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 Analytics.

1 71 (100.00%) Analytics
2 30 (42.25%) Business Intelligence
3 28 (39.44%) Python
3 28 (39.44%) Machine Learning
4 24 (33.80%) Big Data
4 24 (33.80%) R
4 24 (33.80%) SAS
5 22 (30.99%) Visualisation
6 20 (28.17%) Hadoop
6 20 (28.17%) Data Management
7 18 (25.35%) Finance
8 17 (23.94%) Data Warehouse
9 14 (19.72%) Analytical Skills
10 13 (18.31%) Data Analytics
10 13 (18.31%) SPSS
10 13 (18.31%) Data Modelling
10 13 (18.31%) ETL
10 13 (18.31%) SQL
11 12 (16.90%) Mathematics
11 12 (16.90%) Computer Science
12 11 (15.49%) Statistics
12 11 (15.49%) Apache Spark
13 10 (14.08%) Master Data Management
13 10 (14.08%) Security Cleared
13 10 (14.08%) Data Architecture
13 10 (14.08%) Data Mining
14 9 (12.68%) Marketing
14 9 (12.68%) SQL Server Integration Services
14 9 (12.68%) Programme Management
14 9 (12.68%) Data Transformation

Predictive Analytics
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 24 (33.80%) SAS
2 11 (15.49%) Apache Spark
3 6 (8.45%) Apache Pig
4 2 (2.82%) SharePoint
5 1 (1.41%) Apache
5 1 (1.41%) CMS
5 1 (1.41%) IPython
Applications
1 13 (18.31%) SPSS
2 8 (11.27%) CPLEX
3 5 (7.04%) MS Excel
Business Applications
1 2 (2.82%) Dynamics AX
Cloud Services
1 5 (7.04%) Amazon AWS
2 1 (1.41%) Adobe Analytics
2 1 (1.41%) Microsoft Azure
Database & Business Intelligence
1 24 (33.80%) Big Data
2 20 (28.17%) Hadoop
3 17 (23.94%) Data Warehouse
4 10 (14.08%) Data Mining
5 9 (12.68%) SQL Server Integration Services
6 8 (11.27%) SQL Server
7 7 (9.86%) Apache Hive
8 4 (5.63%) NoSQL
8 4 (5.63%) QlikView
8 4 (5.63%) Relational Database
9 3 (4.23%) MySQL
9 3 (4.23%) SAS Enterprise Miner
9 3 (4.23%) Snowflake Schema
9 3 (4.23%) SQL Server Reporting Services
9 3 (4.23%) Star Schema
10 2 (2.82%) DB2
10 2 (2.82%) OLAP
10 2 (2.82%) SAS EBI
10 2 (2.82%) Text Mining
11 1 (1.41%) IBM InfoSphere
General
1 18 (25.35%) Finance
2 9 (12.68%) Marketing
3 7 (9.86%) Banking
4 3 (4.23%) Online Betting
5 2 (2.82%) Legal
5 2 (2.82%) Manufacturing
5 2 (2.82%) Retail
6 1 (1.41%) French Language
6 1 (1.41%) Games
6 1 (1.41%) Local Government
Job Titles
1 21 (29.58%) Data Scientist
2 14 (19.72%) Architect
3 12 (16.90%) Data Architect
4 9 (12.68%) Developer
4 9 (12.68%) Machine Learning Scientist
5 7 (9.86%) Analyst
6 4 (5.63%) MATLAB Developer
6 4 (5.63%) Python Developer
6 4 (5.63%) Senior Architect
6 4 (5.63%) Senior Data Architect
7 3 (4.23%) Chief Architect
7 3 (4.23%) Chief Data Architect
7 3 (4.23%) Consultant
7 3 (4.23%) Data Analyst
7 3 (4.23%) Head of Business Intelligence
7 3 (4.23%) R Developer
7 3 (4.23%) Senior Data Scientist
7 3 (4.23%) SQL Developer
7 3 (4.23%) SSIS Developer
8 2 (2.82%) Enterprise Architect
Libraries, Frameworks & Software Standards
1 6 (8.45%) .NET
2 5 (7.04%) NumPy
2 5 (7.04%) Pandas
2 5 (7.04%) scikit-learn
2 5 (7.04%) SciPy
3 3 (4.23%) Web Services
4 2 (2.82%) .NET Framework
4 2 (2.82%) ASP.NET
4 2 (2.82%) Natural Language Processing
5 1 (1.41%) Apache Thrift
5 1 (1.41%) D3.js
5 1 (1.41%) Django
5 1 (1.41%) HTML
5 1 (1.41%) ODBC
Miscellaneous
1 22 (30.99%) Visualisation
2 14 (19.72%) Analytical Skills
3 12 (16.90%) Computer Science
3 12 (16.90%) Mathematics
4 11 (15.49%) Statistics
5 9 (12.68%) Algorithms
6 8 (11.27%) Physics
7 6 (8.45%) Artificial Intelligence
8 5 (7.04%) Credit Risk
8 5 (7.04%) Management Information System
9 4 (5.63%) Psychology
9 4 (5.63%) Smart Energy
10 3 (4.23%) Digital Media
10 3 (4.23%) Neural Network
10 3 (4.23%) New Media
11 2 (2.82%) Blockchain
11 2 (2.82%) Client/Server
11 2 (2.82%) Data Centre
11 2 (2.82%) Social Network
11 2 (2.82%) User Experience
Operating Systems
1 2 (2.82%) Linux
1 2 (2.82%) Unix
1 2 (2.82%) Windows
Processes & Methodologies
1 71 (100.00%) Analytics
2 30 (42.25%) Business Intelligence
3 28 (39.44%) Machine Learning
4 20 (28.17%) Data Management
5 13 (18.31%) Data Analytics
5 13 (18.31%) Data Modelling
5 13 (18.31%) ETL
6 10 (14.08%) Data Architecture
6 10 (14.08%) Master Data Management
7 9 (12.68%) Data Transformation
7 9 (12.68%) Programme Management
8 8 (11.27%) Agile Software Development
8 8 (11.27%) Data Governance
8 8 (11.27%) Open Source
8 8 (11.27%) Statistical Modelling
9 7 (9.86%) Data Visualisation
9 7 (9.86%) Predictive Analysis
10 6 (8.45%) Data Analysis
11 5 (7.04%) Business Analytics
11 5 (7.04%) Statistical Analysis
Programming Languages
1 28 (39.44%) Python
2 24 (33.80%) R
3 13 (18.31%) SQL
4 8 (11.27%) MATLAB
5 3 (4.23%) Scala
6 2 (2.82%) C#
6 2 (2.82%) C++
6 2 (2.82%) X++
7 1 (1.41%) C
7 1 (1.41%) Java
7 1 (1.41%) JavaScript
7 1 (1.41%) T-SQL
7 1 (1.41%) VBA
Qualifications
1 10 (14.08%) Security Cleared
2 7 (9.86%) PhD
2 7 (9.86%) SC Cleared
3 5 (7.04%) Degree
4 2 (2.82%) DV Cleared
5 1 (1.41%) BPSS Clearance
5 1 (1.41%) DBS Check
5 1 (1.41%) PMI Certification
5 1 (1.41%) PMP
Quality Assurance & Compliance
1 7 (9.86%) Data Quality
2 2 (2.82%) Disclosure Scotland
3 1 (1.41%) QA
System Software
1 1 (1.41%) Apache Flume
Systems Management
1 1 (1.41%) Oozie
Vendors
1 8 (11.27%) ILOG
2 7 (9.86%) Tableau
3 5 (7.04%) Microsoft
4 4 (5.63%) Oracle
5 3 (4.23%) Alteryx
6 2 (2.82%) Adobe
6 2 (2.82%) IBM
6 2 (2.82%) JD Edwards
7 1 (1.41%) Cognos
7 1 (1.41%) Informatica
7 1 (1.41%) Salesforce.com
7 1 (1.41%) SAP
7 1 (1.41%) Sybase
North Surrey
Simon James IT
Posted: 19 days ago