The table below looks at the statistics for Predictive Modelling skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Predictive Modelling over the 3 months to 27 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Predictive Modelling
Rank 772 813 865
Rank change year-on-year
+41 +52
Permanent jobs citing Predictive Modelling 124 128 104
As % of all permanent IT jobs located in the UK 0.13% 0.12% 0.092%
As % of the Processes & Methodologies category 0.15% 0.14% 0.11%
Number of salaries quoted 115 92 73
Median salary £50,000 £50,000 £57,500
Median salary % change year-on-year
- -13.04%
90% offered a salary of more than £30,000 £32,750 £27,500
10% offered a salary of more than £77,500 £79,500 £72,000
UK excluding London median salary £45,000 £43,750 £35,000
% change year-on-year
+2.85% +25.00%

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
84415 94722 96201
As % of all permanent IT jobs located in the UK 88.27% 87.50% 85.32%
Number of salaries quoted 70238 78268 76950
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,500 £30,500
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Predictive Modelling
Jobs Demand Trend

The demand trend of job ads citing Predictive Modelling as a proportion of all IT jobs with a match in 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 27 September 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 median salaries quoted in IT jobs citing Predictive Modelling within the UK over the 3 months to 27 September 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +44 121 £50,000 - 15
London +37 79 £60,000 +9.09% 6
City of London +52 17 £48,000 +21.51% 2
East Midlands +25 12 £45,750 +69.44% 1
North West -3 9 £40,000 +14.28% 4
South East +26 8 £45,000 - 3
Yorkshire +22 7 £26,000 -38.82%
Manchester +1 7 £45,000 +28.57% 4
Leeds - 7 £26,000 -
West Yorkshire - 7 £26,000 -
Leicestershire -3 5 £45,000 +66.66%
Berkshire +14 4 £60,500 +15.23% 1
Leicester -5 4 £45,000 +66.66%
Lincolnshire - 4 £46,500 - 1
East of England +24 3 £52,500 -
Luton - 3 £52,500 -
Bedfordshire - 3 £52,500 -
Surrey +12 2 £40,000 -11.11%
West Midlands -17 2 £36,750 -8.12%
Edinburgh - 2 £42,500 - 2
Oxfordshire - 2 £41,250 - 1
Liverpool - 2 £35,000 -
Grantham - 2 £46,500 - 1
Merseyside - 2 £35,000 -
Epsom - 2 £40,000 -
Scotland - 2 £42,500 - 2
Birmingham -30 1 £28,500 -28.75%
Warwickshire - 1 £45,000 -
Bristol - 1 £31,000 -
Isle of Man - 1 £100,000 -

Predictive Modelling
Top 30 Related IT Skills

For the 6 months to 27 September 2016, IT 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 job ads with a requirement for Predictive Modelling.

1 215 (71.67%) SQL
2 204 (68.00%) Analytics
3 158 (52.67%) Machine Learning
4 151 (50.33%) Python
5 134 (44.67%) Data Mining
5 134 (44.67%) Statistics
6 133 (44.33%) R
7 125 (41.67%) Analytical Skills
8 121 (40.33%) Big Data
9 111 (37.00%) Degree
10 110 (36.67%) SAS
11 97 (32.33%) Marketing
12 95 (31.67%) Mathematics
13 87 (29.00%) Algorithms
14 85 (28.33%) Data Analytics
15 69 (23.00%) Finance
16 65 (21.67%) Java
17 64 (21.33%) PhD
18 63 (21.00%) Business Intelligence
19 62 (20.67%) Hadoop
20 60 (20.00%) Data Analysis
21 56 (18.67%) Statistical Modelling
21 56 (18.67%) Apache Spark
22 53 (17.67%) SPSS
23 51 (17.00%) Computer Science
24 44 (14.67%) Operations Research
24 44 (14.67%) Visualisation
25 43 (14.33%) Statistical Analysis
26 41 (13.67%) Scala
27 40 (13.33%) Actionable Insight

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
1 110 (36.67%) SAS
2 56 (18.67%) Apache Spark
3 11 (3.67%) Apache
4 9 (3.00%) Apache Pig
5 3 (1.00%) IPython
5 3 (1.00%) Jupyter
6 2 (0.67%) SharePoint
Applications
1 53 (17.67%) SPSS
2 11 (3.67%) MS Excel
3 9 (3.00%) MS PowerPoint
4 5 (1.67%) Spreadsheet
5 4 (1.33%) MS Office
6 3 (1.00%) Stata
7 2 (0.67%) CPLEX
7 2 (0.67%) MS Visio
Business Applications
1 5 (1.67%) SAP Oil and Gas
2 2 (0.67%) Oracle Financials
3 1 (0.33%) Data Workbench
3 1 (0.33%) Eloqua
3 1 (0.33%) Unica
3 1 (0.33%) WebTrends
Cloud Services
1 16 (5.33%) Amazon AWS
2 14 (4.67%) Google Analytics
3 9 (3.00%) Amazon EC2
4 7 (2.33%) AWS Elastic Beanstalk
5 6 (2.00%) Amazon ELB
5 6 (2.00%) Amazon S3
5 6 (2.00%) SaaS
6 4 (1.33%) Microsoft Azure
7 3 (1.00%) Adobe Analytics
7 3 (1.00%) Heroku
8 2 (0.67%) Google Cloud Platform
8 2 (0.67%) Office 365
9 1 (0.33%) AdWords
9 1 (0.33%) Amazon Kinesis
9 1 (0.33%) GitHub
9 1 (0.33%) Google Tag Manager
Communications & Networking
1 10 (3.33%) Internet
2 9 (3.00%) SMS
3 6 (2.00%) ATM
Database & Business Intelligence
1 134 (44.67%) Data Mining
2 121 (40.33%) Big Data
3 62 (20.67%) Hadoop
4 27 (9.00%) NoSQL
5 26 (8.67%) Relational Database
6 24 (8.00%) Data Warehouse
7 22 (7.33%) Apache Cassandra
8 21 (7.00%) Apache Hive
8 21 (7.00%) QlikView
9 19 (6.33%) Amazon Redshift
9 19 (6.33%) SQL Server
10 13 (4.33%) BusinessObjects
11 11 (3.67%) Text Mining
12 10 (3.33%) Power BI
12 10 (3.33%) SQL Server Reporting Services
13 9 (3.00%) HBase
14 8 (2.67%) MySQL
15 7 (2.33%) PostgreSQL
15 7 (2.33%) RDBMS
15 7 (2.33%) SQL Server Integration Services
Development Applications
1 1 (0.33%) Talend Open Studio
General
1 97 (32.33%) Marketing
2 69 (23.00%) Finance
3 27 (9.00%) Games
4 26 (8.67%) Retail
5 20 (6.67%) Advertising
6 18 (6.00%) Telecoms
7 16 (5.33%) French Language
8 12 (4.00%) Automotive
8 12 (4.00%) Publishing
9 7 (2.33%) Banking
10 6 (2.00%) Electronics
10 6 (2.00%) Pharmaceutical
11 5 (1.67%) Manufacturing
12 4 (1.33%) German Language
12 4 (1.33%) Italian Language
12 4 (1.33%) Legal
12 4 (1.33%) Local Government
12 4 (1.33%) Spanish Language
13 2 (0.67%) Law
13 2 (0.67%) Retail Banking
Job Titles
1 131 (43.67%) Data Scientist
2 99 (33.00%) Analyst
3 47 (15.67%) Senior Data Scientist
4 35 (11.67%) Machine Learning Scientist
5 30 (10.00%) Insight Analyst
6 28 (9.33%) Data Analyst
7 18 (6.00%) Developer
7 18 (6.00%) Junior
8 16 (5.33%) SAS Analyst
9 13 (4.33%) Consultant
10 12 (4.00%) Data Engineer
11 11 (3.67%) Customer Analyst
11 11 (3.67%) Customer Insight Analyst
12 10 (3.33%) Business Intelligence Analyst
12 10 (3.33%) Junior Data Scientist
12 10 (3.33%) Senior Analyst
12 10 (3.33%) SQL Analyst
13 9 (3.00%) Data Manager
13 9 (3.00%) SQL Data Analyst
14 8 (2.67%) Analytics Manager
Libraries, Frameworks & Software Standards
1 25 (8.33%) Natural Language Processing
2 10 (3.33%) scikit-learn
3 9 (3.00%) .NET
3 9 (3.00%) Web Services
4 8 (2.67%) HTML
5 6 (2.00%) CSS
6 4 (1.33%) D3.js
7 3 (1.00%) AngularJS
8 2 (0.67%) Node.js
8 2 (0.67%) NumPy
8 2 (0.67%) Pandas
8 2 (0.67%) React
8 2 (0.67%) SparkR
9 1 (0.33%) Backbone.js
9 1 (0.33%) Hibernate
9 1 (0.33%) HTML5
9 1 (0.33%) KnockoutJS
9 1 (0.33%) Spring
9 1 (0.33%) Struts
Miscellaneous
1 134 (44.67%) Statistics
2 125 (41.67%) Analytical Skills
3 95 (31.67%) Mathematics
4 87 (29.00%) Algorithms
5 51 (17.00%) Computer Science
6 44 (14.67%) Visualisation
7 34 (11.33%) Physics
8 24 (8.00%) Neural Network
9 23 (7.67%) Economics
10 15 (5.00%) Social Media
11 11 (3.67%) Data Structures
11 11 (3.67%) Smart Meter
12 10 (3.33%) Artificial Intelligence
13 8 (2.67%) Online Games
14 7 (2.33%) Credit Risk
14 7 (2.33%) Fintech
14 7 (2.33%) Life Science
15 6 (2.00%) Applied Mathematics
15 6 (2.00%) Mobile App
15 6 (2.00%) Psychology
Operating Systems
1 5 (1.67%) Linux
1 5 (1.67%) Unix
2 1 (0.33%) Windows
Processes & Methodologies
1 204 (68.00%) Analytics
2 158 (52.67%) Machine Learning
3 85 (28.33%) Data Analytics
4 63 (21.00%) Business Intelligence
5 60 (20.00%) Data Analysis
6 56 (18.67%) Statistical Modelling
7 44 (14.67%) Operations Research
8 43 (14.33%) Statistical Analysis
9 40 (13.33%) Actionable Insight
10 32 (10.67%) Predictive Analytics
11 31 (10.33%) Agile Software Development
12 28 (9.33%) Big Data Analytics
13 26 (8.67%) Customer Segmentation
13 26 (8.67%) Data Visualisation
14 25 (8.33%) Bayesian Methods
15 24 (8.00%) Data Modelling
16 23 (7.67%) Customer Insight
17 20 (6.67%) Time Series Analysis
18 19 (6.33%) Sentiment Analysis
19 18 (6.00%) Logistic Regression
Programming Languages
1 215 (71.67%) SQL
2 151 (50.33%) Python
3 133 (44.33%) R
4 65 (21.67%) Java
5 41 (13.67%) Scala
6 36 (12.00%) MATLAB
7 21 (7.00%) C++
8 16 (5.33%) VBA
9 11 (3.67%) Ruby
10 10 (3.33%) Clojure
11 9 (3.00%) JavaScript
12 8 (2.67%) C
12 8 (2.67%) T-SQL
13 6 (2.00%) C#
13 6 (2.00%) Go
14 5 (1.67%) Shell Script
14 5 (1.67%) VB
15 3 (1.00%) Julia
16 2 (0.67%) Perl
16 2 (0.67%) PHP
Qualifications
1 111 (37.00%) Degree
2 64 (21.33%) PhD
3 2 (0.67%) Postgraduate
4 1 (0.33%) CIMA
4 1 (0.33%) SAS Certification
4 1 (0.33%) Security Cleared
Quality Assurance & Compliance
1 9 (3.00%) Data Quality
2 5 (1.67%) QA
3 1 (0.33%) Actionable Recommendations
System Software
1 4 (1.33%) Docker
Vendors
1 35 (11.67%) Tableau
2 20 (6.67%) Google
3 14 (4.67%) SAP
4 13 (4.33%) MicroStrategy
4 13 (4.33%) Oracle
5 11 (3.67%) Netezza
6 10 (3.33%) Microsoft
7 6 (2.00%) Adobe
7 6 (2.00%) Alteryx
7 6 (2.00%) Facebook
8 4 (1.33%) IBM
8 4 (1.33%) Pega
9 3 (1.00%) Cognos
9 3 (1.00%) MapR
10 2 (0.67%) Omniture
10 2 (0.67%) Siebel
11 1 (0.33%) comScore
11 1 (0.33%) Informatica
11 1 (0.33%) Talend
11 1 (0.33%) TIBCO
Edinburgh, Midlothian
HAYS INFORMATION TECHNOLOGY
Salary: £30000.00 - £45000.00 per annum
Posted: 2 hours ago
Edinburgh, Midlothian
HAYS INFORMATION TECHNOLOGY
Salary: £35000.00 - £45000.00 per annum
Posted: 18 hours ago
Buckinghamshire
Lawrence Harvey Enterprise
Salary: £400 - £500 per day
Posted: 17 hours ago
Manchester
Churchill Frank International
Salary: £25000 - £36000 per annum
Posted: Yesterday
London
Parallel Consulting
Salary: £60000 - £70000 per annum
Posted: 3 days ago
Manchester, Lancashire
Oscar
Salary: £40000 - £50000 per annum + Benefits
Posted: 4 days ago
London
McGregor Boyall
Salary: £65000 - £75000 per annum
Posted: 3 days ago
London
Energize Recruitment Solutions Ltd
Salary: £30000 - £35000 per annum + Excellent Benefits Package
Posted: 5 days ago
Oxford, Oxfordshire
Corriculo
Salary: From £45,000 to £65,000 per annum
Posted: 6 days ago
Newcastle Upon Tyne, Tyne and Wear
Oscar
Salary: £35000 - £50000 per annum + Benefits Incl Relocation
Posted: 5 days ago
London
People Source Consulting
Salary: £60000 - £70000 per annum + Bonus and benefits package
Posted: 8 days ago
Berkshire
Lawrence Harvey
Salary: £60000.00 - £77000.00 per annum + benefits + bonus
Posted: 7 days ago
Manchester
Venturi
Salary: £50000 per annum + plus bonus and benefits
Posted: 19 days ago
UK, Germany, Belgium
Johnson & Johnson / Janssen Pharmaceutica
Salary: Competitive
Posted: 14 days ago
Manchester
Fresh Perspective
Salary: Competitive with Excellent Benefits
Posted: 27 days ago
Grantham, Lincolnshire
EYC Symphony
Salary: From £35,000 to £55,000 per annum Up to 10% Bonus, Excellent benefits,
Posted: 25 days ago