The table below looks at the statistics for Predictive Modelling skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Predictive Modelling over the 3 months to 25 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Predictive Modelling
Rank 760 819 840
Rank change year-on-year
+59 +21
Permanent jobs citing Predictive Modelling 145 124 131
As % of all permanent IT jobs located in England 0.16% 0.12% 0.12%
As % of the Processes & Methodologies category 0.18% 0.14% 0.14%
Number of salaries quoted 135 79 97
Median salary £52,500 £55,000 £62,500
Median salary % change year-on-year
-4.54% -12.00%
90% offered a salary of more than £30,000 £34,500 £45,000
10% offered a salary of more than £80,000 £75,000 £80,000
UK excluding London median salary £37,750 £42,500 £38,750
% change year-on-year
-11.17% +9.67%
Predictive Modelling
UK

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

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
80646 89525 93503
As % of all permanent IT jobs located in England 88.05% 87.40% 85.42%
Number of salaries quoted 68182 74401 75355
Median salary £50,000 £50,000 £49,000
Median salary % change year-on-year
- +2.04%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £80,000 £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 in England

The demand trend of job ads across the England region citing Predictive Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Predictive Modelling Jobs Demand Trend in England

Predictive Modelling
Salary Trend in England

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

Predictive Modelling Salary Trend in England

Predictive Modelling
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Predictive Modelling across the England region over the 3 months to 25 August 2016.

Predictive Modelling Salary Histogram in England

Predictive Modelling
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Modelling within the England region over the 3 months to 25 August 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
London +102 107 £60,000 +2.12% 6
Yorkshire +39 14 £26,000 -36.96% 1
South East +17 8 £44,000 -2.22% 2
East Midlands +13 5 £45,000 -8.16%
North West -12 5 £40,000 +14.28% 1
West Midlands -4 3 £45,000 +12.50%
South West - 2 £31,000 -
East of England +28 1 £65,500 - 1
Predictive Modelling
UK

Predictive Modelling
Top 30 Related IT Skills in England

For the 6 months to 25 August 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 across the England region with a requirement for Predictive Modelling.

1 220 (71.43%) Analytics
2 219 (71.10%) SQL
3 166 (53.90%) Machine Learning
4 161 (52.27%) Python
5 140 (45.45%) Data Mining
6 138 (44.81%) Statistics
7 133 (43.18%) R
8 125 (40.58%) Analytical Skills
9 123 (39.94%) Big Data
10 114 (37.01%) Degree
11 113 (36.69%) SAS
12 108 (35.06%) Mathematics
13 105 (34.09%) Marketing
14 98 (31.82%) Data Analytics
15 96 (31.17%) Algorithms
16 75 (24.35%) Finance
17 73 (23.70%) Hadoop
18 72 (23.38%) PhD
19 70 (22.73%) Java
20 63 (20.45%) Apache Spark
21 60 (19.48%) Statistical Modelling
22 59 (19.16%) Business Intelligence
22 59 (19.16%) Data Analysis
23 57 (18.51%) Computer Science
24 49 (15.91%) Statistical Analysis
25 48 (15.58%) SPSS
26 47 (15.26%) Visualisation
27 46 (14.94%) Operations Research
28 44 (14.29%) Actionable Insight
29 43 (13.96%) Scala

Predictive Modelling
Top Related IT Skills in England 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
1 113 (36.69%) SAS
2 63 (20.45%) Apache Spark
3 12 (3.90%) Apache Pig
4 11 (3.57%) Apache
5 4 (1.30%) IPython
5 4 (1.30%) Jupyter
6 2 (0.65%) Elasticsearch
6 2 (0.65%) SharePoint
Applications
1 48 (15.58%) SPSS
2 10 (3.25%) MS Excel
3 7 (2.27%) MS PowerPoint
4 5 (1.62%) Spreadsheet
5 3 (0.97%) MS Office
6 2 (0.65%) CPLEX
Business Applications
1 5 (1.62%) SAP Oil and Gas
2 1 (0.32%) Eloqua
2 1 (0.32%) Oracle Financials
2 1 (0.32%) Unica
2 1 (0.32%) WebTrends
Cloud Services
1 17 (5.52%) Google Analytics
2 15 (4.87%) Amazon AWS
3 11 (3.57%) Amazon EC2
4 8 (2.60%) AWS Elastic Beanstalk
5 7 (2.27%) Amazon ELB
5 7 (2.27%) Amazon S3
6 3 (0.97%) SaaS
7 2 (0.65%) Google Cloud Platform
7 2 (0.65%) Office 365
8 1 (0.32%) Adobe Analytics
8 1 (0.32%) AdWords
8 1 (0.32%) Amazon Kinesis
8 1 (0.32%) GitHub
8 1 (0.32%) Google Tag Manager
8 1 (0.32%) Heroku
8 1 (0.32%) Microsoft Azure
Communications & Networking
1 16 (5.19%) Internet
2 8 (2.60%) ATM
2 8 (2.60%) SMS
Database & Business Intelligence
1 140 (45.45%) Data Mining
2 123 (39.94%) Big Data
3 73 (23.70%) Hadoop
4 34 (11.04%) NoSQL
5 30 (9.74%) Relational Database
6 26 (8.44%) Apache Cassandra
7 25 (8.12%) Apache Hive
8 22 (7.14%) Data Warehouse
9 20 (6.49%) Amazon Redshift
9 20 (6.49%) SQL Server
10 19 (6.17%) QlikView
11 10 (3.25%) Text Mining
12 9 (2.92%) PostgreSQL
12 9 (2.92%) SQL Server Reporting Services
13 8 (2.60%) HBase
13 8 (2.60%) MySQL
14 7 (2.27%) Azkaban
14 7 (2.27%) BusinessObjects
14 7 (2.27%) Power BI
14 7 (2.27%) RDBMS
Development Applications
1 1 (0.32%) Jenkins
1 1 (0.32%) Talend Open Studio
General
1 105 (34.09%) Marketing
2 75 (24.35%) Finance
3 30 (9.74%) Games
4 27 (8.77%) Retail
5 23 (7.47%) Advertising
6 21 (6.82%) Telecoms
7 16 (5.19%) French Language
8 12 (3.90%) Automotive
8 12 (3.90%) Publishing
9 11 (3.57%) Banking
10 8 (2.60%) Pharmaceutical
11 6 (1.95%) Electronics
12 5 (1.62%) Manufacturing
13 4 (1.30%) German Language
13 4 (1.30%) Italian Language
13 4 (1.30%) Local Government
13 4 (1.30%) Spanish Language
14 3 (0.97%) Law
14 3 (0.97%) Legal
15 2 (0.65%) Retail Banking
Job Titles
1 142 (46.10%) Data Scientist
2 96 (31.17%) Analyst
3 53 (17.21%) Senior Data Scientist
4 40 (12.99%) Machine Learning Scientist
5 33 (10.71%) Data Analyst
6 28 (9.09%) Insight Analyst
7 17 (5.52%) SAS Analyst
8 15 (4.87%) Junior
9 14 (4.55%) Consultant
9 14 (4.55%) Developer
10 13 (4.22%) Data Engineer
11 12 (3.90%) SQL Analyst
11 12 (3.90%) SQL Data Analyst
12 11 (3.57%) Business Intelligence Analyst
12 11 (3.57%) Senior Analyst
13 10 (3.25%) Excel Analyst
14 9 (2.92%) Campaign Analyst
14 9 (2.92%) Data Manager
15 8 (2.60%) Customer Analyst
15 8 (2.60%) Customer Insight Analyst
Libraries, Frameworks & Software Standards
1 26 (8.44%) Natural Language Processing
2 12 (3.90%) scikit-learn
3 10 (3.25%) Web Services
4 5 (1.62%) D3.js
5 4 (1.30%) .NET
5 4 (1.30%) NumPy
5 4 (1.30%) Pandas
6 3 (0.97%) HTML
6 3 (0.97%) SciPy
6 3 (0.97%) SparkR
7 2 (0.65%) CSS
8 1 (0.32%) AngularJS
8 1 (0.32%) Hibernate
8 1 (0.32%) Middleware
8 1 (0.32%) Node.js
8 1 (0.32%) React
8 1 (0.32%) Spring
8 1 (0.32%) Struts
Miscellaneous
1 138 (44.81%) Statistics
2 125 (40.58%) Analytical Skills
3 108 (35.06%) Mathematics
4 96 (31.17%) Algorithms
5 57 (18.51%) Computer Science
6 47 (15.26%) Visualisation
7 38 (12.34%) Physics
8 27 (8.77%) Neural Network
9 25 (8.12%) Economics
10 15 (4.87%) Social Media
11 13 (4.22%) Artificial Intelligence
12 11 (3.57%) Data Structures
12 11 (3.57%) Online Games
12 11 (3.57%) Smart Meter
13 9 (2.92%) Credit Risk
14 8 (2.60%) Mobile App
15 7 (2.27%) Applied Mathematics
15 7 (2.27%) Fintech
15 7 (2.27%) Life Science
16 6 (1.95%) Psychology
Operating Systems
1 5 (1.62%) Linux
2 4 (1.30%) Unix
Processes & Methodologies
1 220 (71.43%) Analytics
2 166 (53.90%) Machine Learning
3 98 (31.82%) Data Analytics
4 60 (19.48%) Statistical Modelling
5 59 (19.16%) Business Intelligence
5 59 (19.16%) Data Analysis
6 49 (15.91%) Statistical Analysis
7 46 (14.94%) Operations Research
8 44 (14.29%) Actionable Insight
9 41 (13.31%) Predictive Analytics
10 32 (10.39%) Big Data Analytics
11 27 (8.77%) Agile Software Development
12 26 (8.44%) Data Visualisation
13 25 (8.12%) Bayesian Methods
14 23 (7.47%) E-Commerce
15 22 (7.14%) Data Modelling
16 21 (6.82%) Customer Segmentation
16 21 (6.82%) MapReduce
17 20 (6.49%) Logistic Regression
18 19 (6.17%) Marketing Analytics
Programming Languages
1 219 (71.10%) SQL
2 161 (52.27%) Python
3 133 (43.18%) R
4 70 (22.73%) Java
5 43 (13.96%) Scala
6 40 (12.99%) MATLAB
7 26 (8.44%) C++
8 20 (6.49%) VBA
9 14 (4.55%) C
10 12 (3.90%) Clojure
10 12 (3.90%) Ruby
11 7 (2.27%) Go
11 7 (2.27%) T-SQL
12 6 (1.95%) VB
13 5 (1.62%) JavaScript
13 5 (1.62%) Julia
14 4 (1.30%) Shell Script
15 3 (0.97%) Perl
16 2 (0.65%) C#
17 1 (0.32%) PHP
Qualifications
1 114 (37.01%) Degree
2 72 (23.38%) PhD
3 2 (0.65%) Postgraduate
3 2 (0.65%) SAS Certification
3 2 (0.65%) Security Cleared
4 1 (0.32%) CIMA
4 1 (0.32%) SC Cleared
Quality Assurance & Compliance
1 5 (1.62%) Data Quality
2 3 (0.97%) QA
3 1 (0.32%) Actionable Recommendations
System Software
1 7 (2.27%) Docker
Systems Management
1 1 (0.32%) Puppet
Vendors
1 33 (10.71%) Tableau
2 24 (7.79%) Google
3 16 (5.19%) MicroStrategy
4 12 (3.90%) SAP
5 11 (3.57%) Netezza
5 11 (3.57%) Oracle
6 9 (2.92%) Microsoft
7 8 (2.60%) Facebook
8 5 (1.62%) Alteryx
8 5 (1.62%) Siebel
9 4 (1.30%) Pega
10 3 (0.97%) Adobe
10 3 (0.97%) IBM
11 2 (0.65%) MapR
12 1 (0.32%) comScore
12 1 (0.32%) Informatica
12 1 (0.32%) Marketo
12 1 (0.32%) MuleSoft
12 1 (0.32%) RapidMiner
12 1 (0.32%) Talend
London
Capita Resourcing - IT Resourcing
Salary: £35000 - £45000 per annum + Benefits package
Posted: Yesterday
London
Colston Consulting
Salary: £80000 - £100000 per annum
Posted: 3 days ago
Oxford, Oxfordshire
Corriculo
Salary: From £45,000 to £65,000 per annum
Posted: 3 days ago
Leeds, Yorkshire
Sky Betting and Gaming
Posted: 3 days ago
Luton, Bedfordshire
Understanding Recruitment
Salary: £45000 - £55000 per annum + Execllent Benefits
Posted: 2 days ago
London
McGregor Boyall
Salary: £65000 - £75000 per annum
Posted: 2 days ago
London
Colston Consulting
Salary: £45000 - £55000 per annum
Posted: 3 days ago
London
iKas International
Salary: £65000 - £80000 per annum + bonus
Posted: 10 days ago
London
HFG
Salary: £100000 - £150000 per annum
Posted: 22 days ago
Bracknell, Berkshire
i-Placements
Posted: 17 days ago
Manchester
People Source Consulting
Salary: £35000 - £45000 per annum + Benefits
Posted: 20 days ago