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 5 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
5 Feb 2016
Same period 2015 Same period 2014
Predictive Modeling
Rank 787 802 844
Rank change year-on-year
+15 +42
Permanent jobs citing Predictive Modelling 164 139 105
As % of all permanent IT jobs located in the UK 0.16% 0.13% 0.10%
As % of the Processes & Methodologies category 0.19% 0.16% 0.12%
Number of salaries quoted 135 116 72
Average salary £62,500 £52,500 £52,500
Average salary % change year-on-year
+19.04% -
90% offered a salary of more than £40,000 £34,000 £30,050
10% offered a salary of more than £85,000 £70,000 £95,000
UK excluding London average salary £57,500 £42,500 £42,887
% change year-on-year
+35.29% -0.90%

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
88106 89047 87460
As % of all permanent IT jobs located in the UK 86.81% 85.16% 84.87%
Number of salaries quoted 73200 73150 69679
Average salary £50,000 £47,500 £47,500
Average salary % change year-on-year
+5.26% -
90% offered a salary of more than £32,500 £31,500 £31,000
10% offered a salary of more than £75,000 £75,000 £72,500
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

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 5 February 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 5 February 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 +32 157 £62,500 +11.11% 27
London -2 107 £65,000 +8.33% 20
West Midlands +11 27 £65,000 +62.50% 3
Warwickshire +1 21 £65,000 +62.50% 1
Warwick -2 21 £65,000 +62.50% 1
South West -3 7 £27,500 -15.38%
East of England +2 6 £48,150 -16.26%
Trowbridge - 6 £27,500 -
Wiltshire - 6 £27,500 -
Manchester +22 4 £45,000 -12.19% 1
North West +8 4 £45,000 -12.19% 1
South East -7 4 £60,000 +41.17% 2
Birmingham - 4 £47,500 - 1
Edinburgh +10 3 £47,500 +11.76% 2
Berkshire +4 3 £60,000 +41.17%
Scotland +1 3 £47,500 +11.76% 2
Cambridgeshire +1 3 £43,750 -20.45%
Reading - 3 £60,000 -
City of London +39 2 £42,000 +12.00% 5
Peterborough +9 2 £50,000 -9.09%
Hertfordshire -5 2 £62,500 +4.16%
Norwich +9 1 £46,300 +7.92%
Yorkshire +8 1 £70,000 +93.10% 1
Norfolk +7 1 £46,300 +7.92%
Cambridge 0 1 £37,500 -31.81%
West Yorkshire -1 1 £70,000 +93.10% 1
Bristol -2 1 £55,000 +69.23%
Leeds -9 1 £70,000 +64.70% 1
Borehamwood - 1 - -
Welwyn Garden City - 1 £62,500 -

Predictive Modelling
Top 30 Related IT Skills

For the 6 months to 5 February 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.

1 217 (74.83%) Analytics
2 190 (65.52%) R
3 148 (51.03%) SQL
4 137 (47.24%) Marketing
5 129 (44.48%) Python
6 127 (43.79%) Big Data
7 124 (42.76%) Degree
8 123 (42.41%) Hadoop
9 121 (41.72%) Analytical Skills
10 116 (40.00%) Machine Learning
11 115 (39.66%) Statistics
12 111 (38.28%) Mathematics
13 105 (36.21%) SAS
14 98 (33.79%) Algorithms
15 96 (33.10%) Computer Science
16 84 (28.97%) Finance
17 75 (25.86%) Java
18 73 (25.17%) Business Intelligence
19 71 (24.48%) Data Analysis
20 69 (23.79%) Statistical Analysis
21 68 (23.45%) Apache Spark
22 62 (21.38%) Statistical Modelling
22 62 (21.38%) Data Mining
23 61 (21.03%) MATLAB
24 55 (18.97%) PhD
25 54 (18.62%) Predictive Analytics
25 54 (18.62%) Visualisation
26 45 (15.52%) SQL Server
27 42 (14.48%) Data Analytics
28 41 (14.14%) Data Management

Predictive Modelling
Top Related IT Skills by Category

For the 6 months to 5 February 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
1 105 (36.21%) SAS
2 68 (23.45%) Apache Spark
3 32 (11.03%) Apache Pig
4 5 (1.72%) Elasticsearch
5 4 (1.38%) Apache Solr
5 4 (1.38%) SharePoint
6 2 (0.69%) Apache
6 2 (0.69%) IPython
6 2 (0.69%) OpenStack
7 1 (0.34%) CMS
7 1 (0.34%) Lync
Applications
1 31 (10.69%) SPSS
2 21 (7.24%) MS PowerPoint
3 16 (5.52%) MS Excel
4 12 (4.14%) S-PLUS
5 4 (1.38%) MS Office
6 2 (0.69%) PowerPivot
7 1 (0.34%) Mathematica
7 1 (0.34%) Spreadsheet
7 1 (0.34%) Weka
Business Applications
1 3 (1.03%) SAP Oil and Gas
2 2 (0.69%) FastStats
3 1 (0.34%) SAP InfiniteInsight
Cloud Services
1 13 (4.48%) Amazon AWS
2 8 (2.76%) Microsoft Azure
3 6 (2.07%) Amazon EC2
3 6 (2.07%) Amazon S3
4 5 (1.72%) Google Analytics
5 3 (1.03%) Amazon EMR
6 2 (0.69%) Amazon ELB
6 2 (0.69%) AWS Elastic Beanstalk
6 2 (0.69%) Google Apps
6 2 (0.69%) IaaS
6 2 (0.69%) Office 365
7 1 (0.34%) AdWords
7 1 (0.34%) Azure Machine Learning
7 1 (0.34%) Cloud Computing
Communications & Networking
1 12 (4.14%) WebEx
2 11 (3.79%) Internet
3 1 (0.34%) DNS
3 1 (0.34%) TCP/IP
Database & Business Intelligence
1 127 (43.79%) Big Data
2 123 (42.41%) Hadoop
3 62 (21.38%) Data Mining
4 45 (15.52%) SQL Server
5 35 (12.07%) Apache Cassandra
6 34 (11.72%) Apache Hive
6 34 (11.72%) NoSQL
7 24 (8.28%) Data Warehouse
8 21 (7.24%) Relational Database
9 14 (4.83%) MySQL
9 14 (4.83%) Text Mining
10 12 (4.14%) Mahout
10 12 (4.14%) SQL Server Reporting Services
11 10 (3.45%) SQL Server Integration Services
12 9 (3.10%) QlikView
12 9 (3.10%) SQL Server Analysis Services
13 7 (2.41%) BusinessObjects
13 7 (2.41%) MongoDB
13 7 (2.41%) Oracle BI EE
13 7 (2.41%) Spotfire
General
1 137 (47.24%) Marketing
2 84 (28.97%) Finance
3 33 (11.38%) Retail
4 23 (7.93%) Banking
5 19 (6.55%) Games
6 8 (2.76%) Advertising
7 7 (2.41%) Pharmaceutical
8 6 (2.07%) Legal
8 6 (2.07%) Manufacturing
8 6 (2.07%) Publishing
9 4 (1.38%) Electronics
9 4 (1.38%) Law
9 4 (1.38%) Telecoms
10 3 (1.03%) French Language
10 3 (1.03%) German Language
10 3 (1.03%) Italian Language
10 3 (1.03%) Local Government
10 3 (1.03%) Retail Banking
10 3 (1.03%) Russian Language
10 3 (1.03%) Spanish Language
Job Titles
1 134 (46.21%) Data Scientist
2 74 (25.52%) Analyst
3 52 (17.93%) Senior Data Scientist
4 31 (10.69%) Data Analyst
5 27 (9.31%) Consultant
6 18 (6.21%) Senior Analyst
7 17 (5.86%) Insight Analyst
7 17 (5.86%) SQL Analyst
8 15 (5.17%) Machine Learning Scientist
9 12 (4.14%) Presales Consultant
10 11 (3.79%) SQL Data Analyst
11 10 (3.45%) SAS Analyst
12 9 (3.10%) Big Data Engineer
12 9 (3.10%) Customer Analyst
12 9 (3.10%) Customer Insight Analyst
13 8 (2.76%) Java Consultant
13 8 (2.76%) SAS Insight Analyst
13 8 (2.76%) Senior SAS Analyst
14 7 (2.41%) Hadoop Engineer
14 7 (2.41%) Senior Insight Analyst
Libraries, Frameworks & Software Standards
1 15 (5.17%) MLlib
2 13 (4.48%) .NET
2 13 (4.48%) HTML
3 12 (4.14%) .NET Framework
3 12 (4.14%) HTML5
4 11 (3.79%) Natural Language Processing
5 10 (3.45%) Pandas
5 10 (3.45%) RHadoop
6 9 (3.10%) scikit-learn
7 8 (2.76%) SciPy
8 5 (1.72%) Kafka
9 2 (0.69%) MDX
9 2 (0.69%) STL
9 2 (0.69%) Web Services
10 1 (0.34%) Boost C++ Libraries
10 1 (0.34%) D3.js
10 1 (0.34%) NumPy
10 1 (0.34%) Theano
Miscellaneous
1 121 (41.72%) Analytical Skills
2 115 (39.66%) Statistics
3 111 (38.28%) Mathematics
4 98 (33.79%) Algorithms
5 96 (33.10%) Computer Science
6 54 (18.62%) Visualisation
7 37 (12.76%) Digital Media
8 33 (11.38%) Management Information System
9 28 (9.66%) Social Media
10 27 (9.31%) Applied Mathematics
11 22 (7.59%) Economics
12 20 (6.90%) Physics
13 19 (6.55%) Artificial Intelligence
14 6 (2.07%) Credit Risk
14 6 (2.07%) Neural Network
15 5 (1.72%) Clustering
15 5 (1.72%) Life Science
16 4 (1.38%) Online Games
16 4 (1.38%) User Experience
17 3 (1.03%) Data Structures
Operating Systems
1 23 (7.93%) Linux
2 10 (3.45%) Unix
3 5 (1.72%) Windows
4 4 (1.38%) Windows Server
5 3 (1.03%) Ubuntu
Processes & Methodologies
1 217 (74.83%) Analytics
2 116 (40.00%) Machine Learning
3 73 (25.17%) Business Intelligence
4 71 (24.48%) Data Analysis
5 69 (23.79%) Statistical Analysis
6 62 (21.38%) Statistical Modelling
7 54 (18.62%) Predictive Analytics
8 42 (14.48%) Data Analytics
9 41 (14.14%) Data Management
10 39 (13.45%) Operations Research
11 34 (11.72%) Agile Software Development
11 34 (11.72%) Use Case
12 29 (10.00%) Data Modelling
13 26 (8.97%) Customer Engagement
13 26 (8.97%) Data Visualisation
13 26 (8.97%) Yield Management
14 24 (8.28%) Quantitative Analysis
15 20 (6.90%) Big Data Analytics
15 20 (6.90%) Business Analysis
16 19 (6.55%) Open Source
Programming Languages
1 190 (65.52%) R
2 148 (51.03%) SQL
3 129 (44.48%) Python
4 75 (25.86%) Java
5 61 (21.03%) MATLAB
6 32 (11.03%) Scala
7 26 (8.97%) C#
8 22 (7.59%) C
8 22 (7.59%) Perl
9 21 (7.24%) Ruby
10 19 (6.55%) JavaScript
11 18 (6.21%) C++
12 15 (5.17%) Shell Script
13 14 (4.83%) Clojure
14 8 (2.76%) VBA
15 7 (2.41%) T-SQL
16 2 (0.69%) Go
16 2 (0.69%) HiveQL
16 2 (0.69%) PHP
16 2 (0.69%) SAS Macro
Qualifications
1 124 (42.76%) Degree
2 55 (18.97%) PhD
3 3 (1.03%) BPSS Clearance
3 3 (1.03%) SC Cleared
3 3 (1.03%) Security Cleared
4 1 (0.34%) Postgraduate
Quality Assurance & Compliance
1 14 (4.83%) Data Quality
2 3 (1.03%) Basel II
System Software
1 2 (0.69%) Active Directory
1 2 (0.69%) KVM
1 2 (0.69%) LXC
Systems Management
1 8 (2.76%) EMC NetWorker
2 2 (0.69%) FreeIPA
Vendors
1 39 (13.45%) Tableau
2 34 (11.72%) Oracle
3 27 (9.31%) Microsoft
4 12 (4.14%) Actian
4 12 (4.14%) RapidMiner
5 10 (3.45%) Netezza
6 8 (2.76%) Google
6 8 (2.76%) Hortonworks
7 6 (2.07%) Teradata
8 5 (1.72%) Cloudera
8 5 (1.72%) Mapinfo
8 5 (1.72%) MapR
8 5 (1.72%) SAP
9 4 (1.38%) Cognos
10 3 (1.03%) Informatica
10 3 (1.03%) MicroStrategy
10 3 (1.03%) Trillium
11 2 (0.69%) IBM
11 2 (0.69%) Red Hat
11 2 (0.69%) Twitter
London
Harrington Starr
Salary: £50000 - £60000 per annum + Benefits + Bonus
Posted: 17 hours ago
City, London
ConSol Partners
Salary: From £80,000 to £120,000 per annum
Posted: Yesterday
London
Salt
Salary: £85000 - £100000 per annum + Excellent Benefits & Bonus
Posted: Yesterday
West Midlands
First Utility
Salary: £55,000 - £75,000 + Bonus + Excellent Benefits
Posted: 2 days ago
Birmingham, West Midlands (County)
Streamline Connections
Salary: £25000 - £32000.00 per annum + Benefits
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £45000 - £75000 per annum
Posted: 2 days ago
Central London / West End
ANSON MCCADE
Salary: £35,000 - £70,000 + strong package
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £45000 - £70000 per annum
Posted: 2 days ago
London
Careerwise UK Limited
Salary: £30000 - £65000 per annum
Posted: 3 days ago
London
Parallel Consulting
Salary: £45000 - £75000 per annum + pension, bonus etc
Posted: 3 days ago
London
People Source Consulting
Salary: £55000 - £70000 per annum + bonus, shares
Posted: 4 days ago
London
Parallel Consulting
Salary: £45000 - £65000 per annum + benefits
Posted: 4 days ago
London
Arrows Group Ltd
Salary: £37000 - £43000 per annum + bonus and benefits
Posted: 4 days ago
Kent
TLP Consultancy Ltd.
Salary: £50000 per annum
Posted: 4 days ago
London
Big Wednesday Digital Ltd
Posted: 5 days ago
London
Optima Connections
Salary: From £55,000 to £75,000 per annum Bonus + Benefits
Posted: 5 days ago
London
Churchill Frank International
Salary: £45000 - £60000 per annum + benefits package, bonus, allowances
Posted: 8 days ago
Edinburgh
Cathcart Associates
Salary: £35000 - £60000 per annum + benefits
Posted: 9 days ago
City of London
Churchill Frank International
Salary: £55000 - £65000 per annum + Benefits
Posted: 11 days ago
London
Hays London City Cheapside
Salary: £28000.00 - £30000.00 per annum
Posted: 11 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 15 days ago
Richmond, Surrey
EYC Symphony
Salary: From £35,000 to £50,000 per annum Up to 10% Bonus, Private Healthcare,
Posted: 15 days ago
Leeds
Sky Betting & Gaming
Posted: 16 days ago
Warwick, Warwickshire
First Utility
Salary: + Bonus + Excellent Benefits
Posted: 19 days ago
Manchester
People Source Consulting
Salary: Excellent Salary + benefits + Car Allowance
Posted: 24 days ago
London
Churchill Frank International
Posted: 26 days ago
Edinburgh
Churchill Frank International
Posted: 26 days ago
London
Churchill Frank International
Salary: £65000 - £80000 per annum + Bonus, benefits
Posted: 27 days ago