The table below looks at the statistics for Predictive Modelling skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Predictive Modelling over the 3 months to 31 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 May 2016
Same period 2015 Same period 2014
Predictive Modelling
Rank 530 564 593
Rank change year-on-year
+34 +29
Permanent jobs citing Predictive Modelling 123 98 99
As % of all permanent IT jobs located in London 0.31% 0.23% 0.20%
As % of the Processes & Methodologies category 0.34% 0.26% 0.23%
Number of salaries quoted 112 81 76
Median salary £55,000 £62,500 £60,000
Median salary % change year-on-year
-12.00% +4.16%
90% offered a salary of more than £37,500 £26,000 £37,500
10% offered a salary of more than £79,775 £75,000 £80,000
UK excluding London median salary £52,500 £36,500 £38,750
% change year-on-year
+43.83% -5.80%
Predictive Modelling
England

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

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
36081 37892 43030
As % of all permanent IT jobs located in London 89.49% 87.55% 86.92%
Number of salaries quoted 31160 31705 35710
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £40,000 £37,500 £37,000
10% offered a salary of more than £85,000 £80,000 £80,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Predictive Modelling
Jobs Demand Trend in London

The demand trend of job ads across the London 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 London

Predictive Modelling
Salary Trend in London

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

Predictive Modelling Salary Trend in London

Predictive Modelling
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Predictive Modelling across the London region over the 3 months to 31 May 2016.

Predictive Modelling Salary Histogram in London

Predictive Modelling
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Modelling within the London region over the 3 months to 31 May 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
City of London +54 12 £41,250 -28.26% 2
Greenwich - 1 £55,000 -
Wimbledon - 1 £47,500 - 2
Predictive Modelling
England

Predictive Modelling
Top 30 Related IT Skills in London

For the 6 months to 31 May 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 London region with a requirement for Predictive Modelling.

1 182 (74.90%) Analytics
2 174 (71.60%) SQL
3 136 (55.97%) Machine Learning
4 135 (55.56%) Python
5 134 (55.14%) R
6 110 (45.27%) Statistics
7 100 (41.15%) Mathematics
8 98 (40.33%) Big Data
9 95 (39.09%) SAS
10 94 (38.68%) Analytical Skills
11 88 (36.21%) Data Analytics
12 83 (34.16%) Data Mining
13 81 (33.33%) Marketing
14 80 (32.92%) Degree
14 80 (32.92%) Hadoop
15 75 (30.86%) Finance
16 72 (29.63%) Computer Science
17 67 (27.57%) Java
18 61 (25.10%) Algorithms
19 58 (23.87%) Apache Spark
20 55 (22.63%) PhD
20 55 (22.63%) Statistical Analysis
21 47 (19.34%) MATLAB
21 47 (19.34%) Business Intelligence
21 47 (19.34%) NoSQL
22 44 (18.11%) Visualisation
23 39 (16.05%) Data Analysis
24 38 (15.64%) Predictive Analytics
25 34 (13.99%) Scala
26 33 (13.58%) Relational Database

Predictive Modelling
Top Related IT Skills in London 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 95 (39.09%) SAS
2 58 (23.87%) Apache Spark
3 17 (7.00%) Apache Pig
4 4 (1.65%) Apache Solr
5 3 (1.23%) Elasticsearch
5 3 (1.23%) IPython
5 3 (1.23%) Jupyter
6 2 (0.82%) Apache
6 2 (0.82%) SharePoint
Applications
1 31 (12.76%) SPSS
2 19 (7.82%) MS PowerPoint
3 10 (4.12%) S-PLUS
4 4 (1.65%) MS Excel
5 1 (0.41%) MS Office
5 1 (0.41%) Spreadsheet
5 1 (0.41%) Weka
Business Applications
1 4 (1.65%) SAP Oil and Gas
Cloud Services
1 16 (6.58%) Amazon AWS
2 13 (5.35%) Google Analytics
3 8 (3.29%) Amazon EC2
4 7 (2.88%) Microsoft Azure
5 5 (2.06%) Amazon S3
6 3 (1.23%) Amazon ELB
6 3 (1.23%) AWS Elastic Beanstalk
6 3 (1.23%) GitHub
7 2 (0.82%) Google Cloud Platform
8 1 (0.41%) AdWords
8 1 (0.41%) Amazon EMR
8 1 (0.41%) Cloud Computing
Communications & Networking
1 14 (5.76%) Internet
2 10 (4.12%) WebEx
3 4 (1.65%) ATM
3 4 (1.65%) SMS
4 1 (0.41%) DSL
Database & Business Intelligence
1 98 (40.33%) Big Data
2 83 (34.16%) Data Mining
3 80 (32.92%) Hadoop
4 47 (19.34%) NoSQL
5 33 (13.58%) Relational Database
6 25 (10.29%) SQL Server
7 22 (9.05%) Apache Hive
8 14 (5.76%) Amazon Redshift
8 14 (5.76%) Text Mining
9 13 (5.35%) Data Warehouse
10 12 (4.94%) Apache Cassandra
10 12 (4.94%) MySQL
11 10 (4.12%) PostgreSQL
11 10 (4.12%) QlikView
12 8 (3.29%) RDBMS
13 6 (2.47%) MongoDB
14 5 (2.06%) Flink
14 5 (2.06%) Mahout
14 5 (2.06%) Redis
15 3 (1.23%) Power BI
Development Applications
1 2 (0.82%) Jenkins
2 1 (0.41%) Talend Open Studio
General
1 81 (33.33%) Marketing
2 75 (30.86%) Finance
3 26 (10.70%) Games
4 25 (10.29%) Retail
5 23 (9.47%) Advertising
6 21 (8.64%) Banking
7 18 (7.41%) Telecoms
8 11 (4.53%) Pharmaceutical
9 4 (1.65%) Electronics
9 4 (1.65%) Manufacturing
10 3 (1.23%) French Language
10 3 (1.23%) German Language
10 3 (1.23%) Italian Language
10 3 (1.23%) Law
10 3 (1.23%) Retail Banking
10 3 (1.23%) Spanish Language
11 2 (0.82%) Front Office
11 2 (0.82%) Investment Banking
11 2 (0.82%) Legal
11 2 (0.82%) Online Betting
Job Titles
1 115 (47.33%) Data Scientist
2 65 (26.75%) Analyst
3 41 (16.87%) Senior Data Scientist
4 39 (16.05%) Data Analyst
5 31 (12.76%) Machine Learning Scientist
6 21 (8.64%) Consultant
7 15 (6.17%) SQL Analyst
8 14 (5.76%) SQL Data Analyst
9 13 (5.35%) Data Engineer
9 13 (5.35%) Insight Analyst
10 12 (4.94%) Excel Analyst
10 12 (4.94%) Senior Analyst
11 10 (4.12%) Hadoop Engineer
11 10 (4.12%) Machine Learning Engineer
11 10 (4.12%) Presales Consultant
12 8 (3.29%) Data Consultant
12 8 (3.29%) Java Consultant
13 7 (2.88%) Business Intelligence Analyst
13 7 (2.88%) Marketing Analyst
14 6 (2.47%) CRM Manager
Libraries, Frameworks & Software Standards
1 16 (6.58%) scikit-learn
2 13 (5.35%) .NET
3 12 (4.94%) Pandas
4 10 (4.12%) .NET Framework
4 10 (4.12%) HTML
4 10 (4.12%) HTML5
4 10 (4.12%) MLlib
5 8 (3.29%) Natural Language Processing
5 8 (3.29%) SciPy
6 7 (2.88%) SparkR
7 6 (2.47%) RHadoop
8 5 (2.06%) Kafka
8 5 (2.06%) Web Services
9 4 (1.65%) NumPy
10 3 (1.23%) D3.js
11 2 (0.82%) MDX
11 2 (0.82%) Middleware
11 2 (0.82%) Spring
12 1 (0.41%) Hibernate
12 1 (0.41%) Struts
Miscellaneous
1 110 (45.27%) Statistics
2 100 (41.15%) Mathematics
3 94 (38.68%) Analytical Skills
4 72 (29.63%) Computer Science
5 61 (25.10%) Algorithms
6 44 (18.11%) Visualisation
7 21 (8.64%) Physics
8 19 (7.82%) Applied Mathematics
8 19 (7.82%) Artificial Intelligence
9 15 (6.17%) Economics
10 10 (4.12%) Neural Network
11 9 (3.70%) Online Games
12 8 (3.29%) Credit Risk
13 7 (2.88%) Data Structures
13 7 (2.88%) Management Information System
14 6 (2.47%) Digital Media
14 6 (2.47%) Fintech
14 6 (2.47%) Life Science
15 5 (2.06%) Mobile App
16 4 (1.65%) Social Media
Operating Systems
1 15 (6.17%) Linux
2 1 (0.41%) Unix
Processes & Methodologies
1 182 (74.90%) Analytics
2 136 (55.97%) Machine Learning
3 88 (36.21%) Data Analytics
4 55 (22.63%) Statistical Analysis
5 47 (19.34%) Business Intelligence
6 39 (16.05%) Data Analysis
7 38 (15.64%) Predictive Analytics
8 28 (11.52%) Big Data Analytics
8 28 (11.52%) E-Commerce
9 26 (10.70%) Operations Research
10 23 (9.47%) Statistical Modelling
11 22 (9.05%) Agile Software Development
12 21 (8.64%) Data Visualisation
13 20 (8.23%) Campaign Analysis
14 18 (7.41%) Data Modelling
15 17 (7.00%) Open Source
15 17 (7.00%) Quantitative Analysis
16 16 (6.58%) Customer Segmentation
16 16 (6.58%) Digital Marketing
16 16 (6.58%) Presales
Programming Languages
1 174 (71.60%) SQL
2 135 (55.56%) Python
3 134 (55.14%) R
4 67 (27.57%) Java
5 47 (19.34%) MATLAB
6 34 (13.99%) Scala
7 20 (8.23%) C#
8 18 (7.41%) C
9 15 (6.17%) Ruby
9 15 (6.17%) VBA
10 13 (5.35%) C++
11 12 (4.94%) Perl
12 11 (4.53%) JavaScript
13 10 (4.12%) Clojure
14 7 (2.88%) Shell Script
15 5 (2.06%) Julia
16 4 (1.65%) VB
17 3 (1.23%) Go
18 2 (0.82%) PHP
18 2 (0.82%) T-SQL
Qualifications
1 80 (32.92%) Degree
2 55 (22.63%) PhD
3 3 (1.23%) Security Cleared
4 2 (0.82%) SC Cleared
Quality Assurance & Compliance
1 10 (4.12%) Data Quality
System Software
1 5 (2.06%) Docker
Systems Management
1 6 (2.47%) EMC NetWorker
2 2 (0.82%) Puppet
Vendors
1 31 (12.76%) Tableau
2 19 (7.82%) Google
3 17 (7.00%) Oracle
4 16 (6.58%) MicroStrategy
5 14 (5.76%) Microsoft
6 10 (4.12%) Actian
6 10 (4.12%) RapidMiner
7 8 (3.29%) Netezza
8 5 (2.06%) Facebook
9 4 (1.65%) Informatica
9 4 (1.65%) SAP
10 3 (1.23%) Trillium
11 2 (0.82%) Hortonworks
11 2 (0.82%) MuleSoft
11 2 (0.82%) Siebel
12 1 (0.41%) Alteryx
12 1 (0.41%) Sybase
12 1 (0.41%) Talend
12 1 (0.41%) Teradata
12 1 (0.41%) Twitter
London
Empiric.com
Salary: From £70,000 to £85,000 per annum
Posted: 4 days ago
City, London
IntaPeople
Salary: £30000 - £40000 per annum
Posted: 4 days ago
London
Initi8 Recruitment
Salary: £40000 - £45000 Per Annum
Posted: 4 days ago
London
Initi8 Recruitment
Salary: £40000 - £45000 Per Annum
Posted: 4 days ago
Wimbledon
Venturi
Salary: £45000 - £50000.00 per annum + bonus +Full bens
Posted: 5 days ago
South West London
Venturi
Salary: £45000 - £50000.00 per annum + bonus +Full bens
Posted: 4 days ago
London
Careerwise UK Limited
Salary: £60000 - £100000 per annum + benefits
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £35,000 - £70,000 + strong package
Posted: 6 days ago
London
Churchill Frank International
Salary: £30000 - £50000 per annum
Posted: 14 days ago
Wimbledon
Venturi
Salary: £45000 - £50000.00 per annum + bonus +Full bens
Posted: 12 days ago
London
Real Staffing
Salary: £45000 per annum + competitive benefits
Posted: 12 days ago
London
Savvy Recruitment
Salary: £60,000 - £75,000 per year
Posted: 15 days ago
London
Client Server
Salary: £70k to £90k + benefits
Posted: 20 days ago
London
EY
Salary: Competitive
Posted: 26 days ago