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 25 February 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
25 Feb 2017
Same period 2016 Same period 2015
Predictive Analytics
UK
Rank 570 602 595
Rank change year-on-year
+32 -7
Contract jobs citing Predictive Analytics 32 25 32
As % of all contract IT jobs located in the UK 0.071% 0.048% 0.061%
As % of the Processes & Methodologies category 0.086% 0.058% 0.077%
Number of daily rates quoted 26 8 25
Median daily rate £500 £434 £575
Median daily rate % change year-on-year
+15.27% -24.56%
90% offered a daily rate of more than £440 £271 £401
10% offered a daily rate of more than £650 £550 £700
UK excluding London median daily rate £493 £406 £513
% change year-on-year
+21.23% -20.73%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £36.50
UK excluding London median hourly rate - - £36.50

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
37058 43034 41664
As % of all contract IT jobs located in the UK 82.78% 82.76% 79.42%
Number of daily rates quoted 24637 28159 26322
Median daily rate £450 £425 £422
Median daily rate % change year-on-year
+5.88% +0.71%
90% offered a daily rate of more than £300 £297 £277
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+1.87% -
Number of hourly rates quoted 929 1182 1118
Median hourly rate £35.75 £38.50 £26.50
Median hourly rate % change year-on-year
-7.14% +45.28%
90% offered a hourly rate of more than £13.00 £13.00 £12.00
10% offered a hourly rate of more than £55.00 £56.00 £49.50
UK excluding London median hourly rate £36.00 £40.00 £27.79
% change year-on-year
-10.00% +43.93%

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 25 February 2017.

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 15 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 25 February 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 +44 32 £500 +15.27% 16
London +22 20 £500 +15.27% 8
Gloucestershire - 6 £460 -
Gloucester - 6 £460 -
South West - 6 £460 -
South East +23 5 £550 +35.38% 1
City of London +14 5 £506 +84.09% 3
East Sussex - 2 £538 -
Brighton - 2 £538 -
Hampshire - 2 £650 -
Berkshire +10 1 £418 +2.76%
East of England - 1 £525 - 1
Cambridgeshire - 1 £525 -
Slough - 1 £418 -
Cambridge - 1 £525 -

Predictive Analytics
Top 30 Related IT Skills

For the 6 months to 25 February 2017, 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 34 (47.89%) Big Data
3 32 (45.07%) Business Intelligence
4 31 (43.66%) Machine Learning
5 30 (42.25%) Python
6 29 (40.85%) Hadoop
7 24 (33.80%) SQL
7 24 (33.80%) Agile Software Development
8 21 (29.58%) Mathematics
8 21 (29.58%) Visualisation
8 21 (29.58%) R
9 19 (26.76%) Analytical Skills
9 19 (26.76%) Apache Spark
10 17 (23.94%) Data Visualisation
10 17 (23.94%) SAS
10 17 (23.94%) Data Warehouse
11 16 (22.54%) Finance
11 16 (22.54%) Apache Hive
12 15 (21.13%) Data Modelling
13 14 (19.72%) Stakeholder Management
14 13 (18.31%) Java
15 12 (16.90%) Computer Science
15 12 (16.90%) Statistics
15 12 (16.90%) Degree
15 12 (16.90%) Tableau
15 12 (16.90%) Amazon AWS
16 11 (15.49%) Microsoft Azure
16 11 (15.49%) Business Analytics
16 11 (15.49%) SQL Server
16 11 (15.49%) ETL

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 19 (26.76%) Apache Spark
2 17 (23.94%) SAS
3 8 (11.27%) Apache Solr
4 7 (9.86%) Apache Pig
5 6 (8.45%) Elasticsearch
6 3 (4.23%) Apache
7 2 (2.82%) Confluence
8 1 (1.41%) CMS
8 1 (1.41%) OpenStack
8 1 (1.41%) SharePoint
8 1 (1.41%) WebSphere
Applications
1 7 (9.86%) SPSS
2 6 (8.45%) CPLEX
3 2 (2.82%) MS Excel
Business Applications
1 1 (1.41%) Orchard Housing
1 1 (1.41%) SAP Oil and Gas
1 1 (1.41%) Unica
Cloud Services
1 12 (16.90%) Amazon AWS
2 11 (15.49%) Microsoft Azure
3 7 (9.86%) PaaS
4 6 (8.45%) Amazon S3
4 6 (8.45%) SaaS
5 4 (5.63%) Amazon EMR
5 4 (5.63%) AWS Lambda
6 1 (1.41%) Data Lake Analytics
6 1 (1.41%) Google Analytics
6 1 (1.41%) Google Cloud Platform
6 1 (1.41%) IaaS
Database & Business Intelligence
1 34 (47.89%) Big Data
2 29 (40.85%) Hadoop
3 17 (23.94%) Data Warehouse
4 16 (22.54%) Apache Hive
5 11 (15.49%) SQL Server
6 10 (14.08%) NoSQL
7 9 (12.68%) MongoDB
8 8 (11.27%) Power BI
8 8 (11.27%) QlikView
9 7 (9.86%) BusinessObjects
9 7 (9.86%) Data Mining
10 6 (8.45%) HBase
10 6 (8.45%) OLAP
11 5 (7.04%) Apache Cassandra
12 4 (5.63%) DataStage
12 4 (5.63%) Neo4j
12 4 (5.63%) Oracle OLAP
12 4 (5.63%) Pentaho
12 4 (5.63%) SQL Server Analysis Services
12 4 (5.63%) Triplestore
Development Applications
1 4 (5.63%) Git (software)
2 2 (2.82%) Apache Continuum
3 1 (1.41%) Jenkins
3 1 (1.41%) JIRA
3 1 (1.41%) JUnit
3 1 (1.41%) Subversion
3 1 (1.41%) Talend Open Studio
3 1 (1.41%) Team Foundation Server
3 1 (1.41%) TeamCity
3 1 (1.41%) Visual Studio
General
1 16 (22.54%) Finance
2 5 (7.04%) Retail
3 4 (5.63%) Marketing
3 4 (5.63%) Telecoms
4 3 (4.23%) Front Office
5 2 (2.82%) Banking
6 1 (1.41%) Electronics
6 1 (1.41%) Games
6 1 (1.41%) Legal
6 1 (1.41%) Manufacturing
Job Titles
1 22 (30.99%) Architect
2 20 (28.17%) Data Architect
3 16 (22.54%) Data Scientist
4 9 (12.68%) Hadoop Architect
5 7 (9.86%) Developer
5 7 (9.86%) Project Manager
6 5 (7.04%) Big Data Architect
6 5 (7.04%) Business Intelligence Manager
6 5 (7.04%) Business Intelligence Project Manager
6 5 (7.04%) Java Architect
6 5 (7.04%) Solr Architect
7 4 (5.63%) Agile Project Manager
7 4 (5.63%) Analytics Manager
8 3 (4.23%) Analyst
8 3 (4.23%) Solutions Architect
9 2 (2.82%) Consultant
9 2 (2.82%) Data Modeller
9 2 (2.82%) Head of Technology
9 2 (2.82%) Python Developer
9 2 (2.82%) Requirements Analyst
Libraries, Frameworks & Software Standards
1 4 (5.63%) Node.js
2 3 (4.23%) Natural Language Processing
3 2 (2.82%) Angular 2
3 2 (2.82%) AngularJS
3 2 (2.82%) CSS
3 2 (2.82%) CSS3
3 2 (2.82%) HTML
3 2 (2.82%) HTML5
3 2 (2.82%) JSON
3 2 (2.82%) Kafka
3 2 (2.82%) REST
3 2 (2.82%) Sass
4 1 (1.41%) .NET
4 1 (1.41%) D3.js
4 1 (1.41%) NumPy
4 1 (1.41%) Pandas
4 1 (1.41%) RESTful
4 1 (1.41%) scikit-learn
4 1 (1.41%) SciPy
4 1 (1.41%) XML
Miscellaneous
1 19 (26.76%) Analytical Skills
2 12 (16.90%) Computer Science
3 10 (14.08%) Algorithms
4 4 (5.63%) Data Centre
5 2 (2.82%) Enterprise Software
5 2 (2.82%) Hedge funds
5 2 (2.82%) Social Network
5 2 (2.82%) Video Conferencing
6 1 (1.41%) Data Structures
6 1 (1.41%) Management Information System
6 1 (1.41%) Mobile App
6 1 (1.41%) Online Games
6 1 (1.41%) PMI
6 1 (1.41%) Smart Energy
6 1 (1.41%) User Experience
Operating Systems
1 6 (8.45%) Linux
1 6 (8.45%) Unix
2 5 (7.04%) Windows
Processes & Methodologies
1 71 (100.00%) Analytics
2 32 (45.07%) Business Intelligence
3 31 (43.66%) Machine Learning
4 24 (33.80%) Agile Software Development
5 21 (29.58%) Mathematics
5 21 (29.58%) Visualisation
6 17 (23.94%) Data Visualisation
7 15 (21.13%) Data Modelling
8 14 (19.72%) Stakeholder Management
9 12 (16.90%) Statistics
10 11 (15.49%) Business Analytics
10 11 (15.49%) ETL
10 11 (15.49%) Project Management
11 10 (14.08%) Data Analytics
11 10 (14.08%) Data Management
12 9 (12.68%) Data Governance
13 8 (11.27%) Data Security
13 8 (11.27%) MapReduce
14 7 (9.86%) Predictive Modelling
14 7 (9.86%) Scrum
Programming Languages
1 30 (42.25%) Python
2 24 (33.80%) SQL
3 21 (29.58%) R
4 13 (18.31%) Java
5 8 (11.27%) MATLAB
6 7 (9.86%) Scala
7 6 (8.45%) C
8 4 (5.63%) Perl
9 3 (4.23%) C++
10 2 (2.82%) C#
11 1 (1.41%) Bash Shell
11 1 (1.41%) SAS Macro
11 1 (1.41%) T-SQL
Qualifications
1 12 (16.90%) Degree
2 10 (14.08%) PhD
3 7 (9.86%) Security Cleared
4 6 (8.45%) DV Cleared
5 1 (1.41%) BC Cleared
5 1 (1.41%) PMI Certification
5 1 (1.41%) PMP
Quality Assurance & Compliance
1 3 (4.23%) Data Quality
2 1 (1.41%) QA
System Software
1 3 (4.23%) Apache Flume
1 3 (4.23%) HDFS
2 1 (1.41%) Virtual Machines
Systems Management
1 2 (2.82%) Ambari
1 2 (2.82%) Oozie
2 1 (1.41%) Hadoop YARN
Vendors
1 12 (16.90%) Tableau
2 9 (12.68%) Microsoft
3 7 (9.86%) Oracle
4 6 (8.45%) ILOG
4 6 (8.45%) Teradata
5 5 (7.04%) MapR
5 5 (7.04%) MicroStrategy
5 5 (7.04%) SAP
6 4 (5.63%) Ab Initio
6 4 (5.63%) Actian
6 4 (5.63%) Informatica
6 4 (5.63%) ParAccel
6 4 (5.63%) Sybase
7 3 (4.23%) Alteryx
7 3 (4.23%) Cloudera
7 3 (4.23%) Google
7 3 (4.23%) Hortonworks
8 2 (2.82%) CheckPoint
8 2 (2.82%) GoldenSource
8 2 (2.82%) Platfora
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