The table below looks at the statistics for Predictive Modelling skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited Predictive Modelling over the 3 months to 30 April 2016 with a comparison to the same period in the previous 2 years.

3 months to
30 Apr 2016
Same period 2015 Same period 2014
Predictive Modeling
Rank 771 827 899
Rank change year-on-year
+56 +72
Permanent jobs citing Predictive Modelling 177 144 100
As % of all permanent IT jobs located in the UK 0.17% 0.13% 0.083%
As % of the Processes & Methodologies category 0.20% 0.15% 0.098%
Number of salaries quoted 163 122 80
Average salary £57,500 £55,000 £60,000
Average salary % change year-on-year
+4.54% -8.33%
90% offered a salary of more than £37,500 £28,500 £37,500
10% offered a salary of more than £80,000 £80,000 £85,000
UK excluding London average salary £60,000 £37,500 £46,250
% change year-on-year
+60.00% -18.91%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised across the UK.

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
90517 95084 102220
As % of all permanent IT jobs located in the UK 87.61% 85.94% 85.32%
Number of salaries quoted 75230 76808 82364
Average salary £50,000 £50,000 £47,500
Average salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,000 £30,500
10% offered a salary of more than £75,000 £72,500 £75,000
UK excluding London average salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Predictive Modelling
Jobs Demand Trend

This chart provides the 3-month moving total of permanent IT jobs citing Predictive Modelling within the UK as a proportion of the total demand within the Processes & Methodologies category.

Predictive Modelling Jobs Demand Trend in the UK

Predictive Modelling
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Predictive Modelling within the UK.

Predictive Modelling Salary Trend in the UK

Predictive Modelling
Salary Histogram

This chart provides a salary histogram for IT jobs citing Predictive Modelling over the 3 months to 30 April 2016 within the UK.

Predictive Modelling Salary Histogram in the UK

Predictive Modelling
Top 30 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Predictive Modelling within the UK over the 3 months to 30 April 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +40 175 £57,500 +4.54% 21
London +42 133 £55,000 -12.00% 16
South East +30 16 £60,000 +41.17% 2
City of London +54 15 £40,000 -30.43% 3
West Midlands -7 14 £65,000 +62.50% 1
Warwickshire -3 10 £65,000 +62.50% 1
Warwick -11 10 £65,000 +62.50% 1
Oxford - 5 £65,500 - 1
Oxfordshire - 5 £65,500 - 1
Buckinghamshire +18 4 £60,000 +41.17%
East of England - 4 £50,000 -
Bath +13 3 £60,000 +6.66%
Yorkshire +7 3 £50,000 +70.94% 2
South West -1 3 £60,000 +16.50%
Somerset -3 3 £60,000 +9.09%
Birmingham - 3 £42,500 -
East Sussex +20 2 £45,000 -14.28%
Peterborough - 2 £50,000 -
Brighton - 2 £45,000 -
Kent - 2 £45,000 -
Cambridgeshire - 2 £50,000 -
Norfolk - 2 £95,100 -
North West +23 1 £19,000 -34.48%
Cheshire +22 1 £19,000 -15.55%
Milton Keynes +19 1 £40,000 -5.88%
Warrington +16 1 £19,000 -7.31%
Edinburgh +6 1 £47,500 +76.42% 1
Hampshire 0 1 £32,500 -10.95%
West Yorkshire -2 1 £70,000 +139.31% 2
Scotland -4 1 £47,500 +76.42% 1

Predictive Modelling
Top 30 Related IT Skills

For the 6 months to 30 April 2016, IT jobs within the UK citing Predictive Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Predictive Modelling.

1 249 (75.91%) Analytics
2 198 (60.37%) SQL
3 195 (59.45%) R
4 147 (44.82%) Machine Learning
5 143 (43.60%) Python
6 139 (42.38%) Big Data
7 138 (42.07%) Hadoop
8 129 (39.33%) Marketing
9 126 (38.41%) Statistics
10 123 (37.50%) Degree
11 120 (36.59%) SAS
12 112 (34.15%) Analytical Skills
13 109 (33.23%) Algorithms
14 107 (32.62%) Mathematics
15 104 (31.71%) Finance
16 97 (29.57%) Apache Spark
17 92 (28.05%) Data Mining
18 88 (26.83%) Data Analysis
19 84 (25.61%) Computer Science
19 84 (25.61%) Java
20 79 (24.09%) Data Analytics
21 69 (21.04%) Business Intelligence
22 67 (20.43%) Statistical Modelling
23 60 (18.29%) Statistical Analysis
24 56 (17.07%) PhD
24 56 (17.07%) MATLAB
24 56 (17.07%) NoSQL
25 54 (16.46%) Visualisation
26 52 (15.85%) Apache Cassandra
26 52 (15.85%) SPSS

Predictive Modelling
Top Related IT Skills by Category

For the 6 months to 30 April 2016, IT jobs within the UK citing Predictive Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Predictive Modelling. Up to 20 skills are shown per category.

Application Platforms
1 120 (36.59%) SAS
2 97 (29.57%) Apache Spark
3 26 (7.93%) Apache Pig
4 6 (1.83%) Apache
5 4 (1.22%) Apache Solr
5 4 (1.22%) Elasticsearch
6 3 (0.91%) SharePoint
7 1 (0.30%) CMS
7 1 (0.30%) IPython
7 1 (0.30%) JBoss
7 1 (0.30%) Jupyter
7 1 (0.30%) Skype for Business
7 1 (0.30%) Tomcat
7 1 (0.30%) WebLogic
Applications
1 52 (15.85%) SPSS
2 22 (6.71%) MS PowerPoint
3 12 (3.66%) S-PLUS
4 11 (3.35%) MS Excel
5 2 (0.61%) MS Office
5 2 (0.61%) Spreadsheet
6 1 (0.30%) Mathematica
6 1 (0.30%) Weka
Business Applications
1 9 (2.74%) SAP Oil and Gas
2 1 (0.30%) FastStats
2 1 (0.30%) SAP InfiniteInsight
Cloud Services
1 13 (3.96%) Amazon AWS
2 8 (2.44%) Google Analytics
3 7 (2.13%) Amazon EC2
3 7 (2.13%) Microsoft Azure
4 6 (1.83%) Amazon S3
5 4 (1.22%) Amazon ELB
5 4 (1.22%) AWS Elastic Beanstalk
6 3 (0.91%) GitHub
7 2 (0.61%) Cloud Computing
8 1 (0.30%) AdWords
8 1 (0.30%) Amazon EMR
8 1 (0.30%) Google Cloud Platform
8 1 (0.30%) Office 365
8 1 (0.30%) PaaS
8 1 (0.30%) SmartFocus
Communications & Networking
1 18 (5.49%) Internet
2 12 (3.66%) WebEx
3 3 (0.91%) SMS
4 2 (0.61%) ATM
4 2 (0.61%) TCP/IP
5 1 (0.30%) AMQP
5 1 (0.30%) DNS
5 1 (0.30%) DSL
5 1 (0.30%) Firewall
Database & Business Intelligence
1 139 (42.38%) Big Data
2 138 (42.07%) Hadoop
3 92 (28.05%) Data Mining
4 56 (17.07%) NoSQL
5 52 (15.85%) Apache Cassandra
6 40 (12.20%) SQL Server
7 36 (10.98%) Relational Database
8 31 (9.45%) Apache Hive
9 20 (6.10%) Data Warehouse
10 17 (5.18%) MySQL
11 14 (4.27%) QlikView
11 14 (4.27%) Text Mining
12 10 (3.05%) Amazon Redshift
12 10 (3.05%) MongoDB
12 10 (3.05%) PostgreSQL
12 10 (3.05%) SQL Server Analysis Services
13 8 (2.44%) RDBMS
13 8 (2.44%) SQL Server Reporting Services
14 7 (2.13%) BusinessObjects
14 7 (2.13%) SQL Server Integration Services
Development Applications
1 2 (0.61%) Jenkins
2 1 (0.30%) Talend Open Studio
2 1 (0.30%) Vagrant
General
1 129 (39.33%) Marketing
2 104 (31.71%) Finance
3 33 (10.06%) Retail
4 26 (7.93%) Banking
5 22 (6.71%) Games
6 19 (5.79%) Telecoms
7 16 (4.88%) Advertising
8 11 (3.35%) Pharmaceutical
9 10 (3.05%) Electronics
10 9 (2.74%) Manufacturing
11 6 (1.83%) Legal
12 4 (1.22%) French Language
12 4 (1.22%) German Language
12 4 (1.22%) Italian Language
12 4 (1.22%) Law
12 4 (1.22%) Online Betting
12 4 (1.22%) Russian Language
12 4 (1.22%) Spanish Language
13 3 (0.91%) Local Government
13 3 (0.91%) Retail Banking
Job Titles
1 154 (46.95%) Data Scientist
2 82 (25.00%) Analyst
3 66 (20.12%) Senior Data Scientist
4 38 (11.59%) Data Analyst
5 35 (10.67%) Consultant
6 27 (8.23%) Machine Learning Scientist
7 24 (7.32%) Insight Analyst
8 20 (6.10%) Senior Analyst
8 20 (6.10%) SQL Analyst
9 15 (4.57%) Data Engineer
9 15 (4.57%) SQL Data Analyst
10 13 (3.96%) Excel Analyst
11 12 (3.66%) Presales Consultant
12 11 (3.35%) Hadoop Engineer
13 10 (3.05%) Machine Learning Engineer
13 10 (3.05%) SAS Analyst
14 9 (2.74%) Big Data Engineer
14 9 (2.74%) Data Consultant
14 9 (2.74%) Developer
14 9 (2.74%) Senior Insight Analyst
Libraries, Frameworks & Software Standards
1 18 (5.49%) .NET
2 15 (4.57%) scikit-learn
3 13 (3.96%) HTML
3 13 (3.96%) MLlib
4 12 (3.66%) .NET Framework
4 12 (3.66%) HTML5
4 12 (3.66%) Pandas
5 9 (2.74%) Natural Language Processing
5 9 (2.74%) RHadoop
5 9 (2.74%) SciPy
6 5 (1.52%) Kafka
6 5 (1.52%) NumPy
6 5 (1.52%) SparkR
7 4 (1.22%) Web Services
8 2 (0.61%) D3.js
8 2 (0.61%) MDX
8 2 (0.61%) Middleware
8 2 (0.61%) Spring
9 1 (0.30%) Akka
9 1 (0.30%) WebSockets
Miscellaneous
1 126 (38.41%) Statistics
2 112 (34.15%) Analytical Skills
3 109 (33.23%) Algorithms
4 107 (32.62%) Mathematics
5 84 (25.61%) Computer Science
6 54 (16.46%) Visualisation
7 38 (11.59%) Digital Media
8 35 (10.67%) Management Information System
9 33 (10.06%) Social Media
10 22 (6.71%) Physics
11 21 (6.40%) Artificial Intelligence
12 20 (6.10%) Applied Mathematics
13 19 (5.79%) Economics
14 12 (3.66%) Credit Risk
15 9 (2.74%) Neural Network
16 8 (2.44%) Data Structures
17 7 (2.13%) Life Science
17 7 (2.13%) Online Games
18 4 (1.22%) Smart Meter
18 4 (1.22%) User Experience
Operating Systems
1 20 (6.10%) Linux
2 5 (1.52%) Unix
3 1 (0.30%) Ubuntu
Processes & Methodologies
1 249 (75.91%) Analytics
2 147 (44.82%) Machine Learning
3 88 (26.83%) Data Analysis
4 79 (24.09%) Data Analytics
5 69 (21.04%) Business Intelligence
6 67 (20.43%) Statistical Modelling
7 60 (18.29%) Statistical Analysis
8 50 (15.24%) Predictive Analytics
9 46 (14.02%) Data Management
10 39 (11.89%) Use Case
11 33 (10.06%) Operations Research
12 30 (9.15%) Customer Engagement
13 29 (8.84%) Agile Software Development
13 29 (8.84%) Data Modelling
13 29 (8.84%) Yield Management
14 27 (8.23%) Data Visualisation
14 27 (8.23%) Quantitative Analysis
15 26 (7.93%) E-Commerce
16 22 (6.71%) Campaign Analysis
17 20 (6.10%) Open Source
Programming Languages
1 198 (60.37%) SQL
2 195 (59.45%) R
3 143 (43.60%) Python
4 84 (25.61%) Java
5 56 (17.07%) MATLAB
6 44 (13.41%) Scala
7 32 (9.76%) C
8 30 (9.15%) C++
9 27 (8.23%) C#
10 17 (5.18%) Perl
11 16 (4.88%) JavaScript
11 16 (4.88%) VBA
12 13 (3.96%) Ruby
13 12 (3.66%) Clojure
14 9 (2.74%) Shell Script
15 8 (2.44%) T-SQL
16 5 (1.52%) Julia
17 4 (1.22%) Go
18 3 (0.91%) HiveQL
18 3 (0.91%) VB
Qualifications
1 123 (37.50%) Degree
2 56 (17.07%) PhD
3 3 (0.91%) SC Cleared
3 3 (0.91%) Security Cleared
4 1 (0.30%) Postgraduate
4 1 (0.30%) SAS Certification
Quality Assurance & Compliance
1 12 (3.66%) Data Quality
2 4 (1.22%) Basel II
3 1 (0.30%) QA
3 1 (0.30%) SLA
System Software
1 4 (1.22%) Docker
Systems Management
1 6 (1.83%) EMC NetWorker
2 2 (0.61%) Puppet
3 1 (0.30%) Kubernetes
Vendors
1 38 (11.59%) Tableau
2 25 (7.62%) Microsoft
3 24 (7.32%) Oracle
4 12 (3.66%) Actian
4 12 (3.66%) Google
4 12 (3.66%) Netezza
4 12 (3.66%) RapidMiner
4 12 (3.66%) SAP
5 9 (2.74%) MicroStrategy
6 6 (1.83%) Siebel
7 5 (1.52%) Teradata
8 4 (1.22%) Hortonworks
8 4 (1.22%) Informatica
9 3 (0.91%) Facebook
9 3 (0.91%) Trillium
10 2 (0.61%) Cloudera
10 2 (0.61%) Cognos
10 2 (0.61%) MapR
10 2 (0.61%) Minitab
10 2 (0.61%) Sybase
London
Initi8 Recruitment
Salary: £60000 - £70000 Per Annum
Posted: 19 hours ago
City, London
First Point
Salary: £40000.00 - £50000.00 per annum
Posted: 22 hours ago
London
Burns Sheehan
Salary: £45000 - £50000 per annum + Benefits
Posted: 22 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £70000 per annum, Benefits Benefits
Posted: Yesterday
London
Xcede
Posted: Yesterday
North London
The App Business
Salary: Unspecified competitive salary dependent on experience
Posted: 2 days ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £35,000 - £70,000 + strong package
Posted: 3 days ago
London
JM
Salary: £50000 - £60000 per annum
Posted: 3 days ago
Middlesex
Propel London Ltd
Posted: 3 days ago
Leeds
Sky Betting & Gaming
Posted: 3 days ago
Oxford
Client Server
Salary: £70k to £90k + benefits
Posted: 8 days ago
London
Client Server
Salary: £35k to £50k + benefits
Posted: 8 days ago
Central London / West End
Sainsbury's
Salary: Competitive
Posted: 8 days ago
Central London / West End
Sainsbury's
Salary: Competitive
Posted: 8 days ago
Central London / West End
Sainsbury's
Salary: Competitive
Posted: 8 days ago
London
Capita plc
Salary: £30000 - £40000 per annum + Benefits
Posted: 10 days ago
Warwick, Warwickshire
First Utility
Salary: From £45,000 to £55,000 per annum + Excellent Benefits
Posted: 12 days ago
Edinburgh
Churchill Frank International
Salary: £45000 - £55000 per annum + Bonus, Pension, Benefits
Posted: 12 days ago
London
Client Server
Salary: £35k to £50k + benefits
Posted: 15 days ago
London
EY
Salary: Competitive
Posted: 24 days ago