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 24 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Predictive Modelling
England / London
Rank 528 535 541
Rank change year-on-year
+7 +6
Permanent jobs citing Predictive Modelling 51 97 101
As % of all permanent IT jobs located in London 0.15% 0.24% 0.25%
As % of the Processes & Methodologies category 0.17% 0.27% 0.29%
Number of salaries quoted 37 85 83
Median salary £57,500 £65,000 £60,000
Median salary % change year-on-year
-11.53% +8.33%
90% offered a salary of more than £42,500 £40,000 £35,000
10% offered a salary of more than £76,000 £85,000 £68,000
UK excluding London median salary £45,000 £51,250 £43,450
% change year-on-year
-12.19% +17.95%

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
29845 35556 35099
As % of all permanent IT jobs located in London 89.16% 88.52% 86.31%
Number of salaries quoted 25190 30391 29587
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 £40,000 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 24 January 2017.

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 24 January 2017. 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 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 +31 7 £45,000 -14.28% 3
Predictive Modelling
England

Predictive Modelling
Top 30 Related IT Skills in London

For the 6 months to 24 January 2017, 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 84 (71.79%) Analytics
2 80 (68.38%) SQL
3 73 (62.39%) R
4 68 (58.12%) Python
5 61 (52.14%) Machine Learning
5 61 (52.14%) Analytical Skills
6 56 (47.86%) SAS
7 55 (47.01%) Big Data
8 46 (39.32%) Statistics
9 38 (32.48%) Hadoop
10 37 (31.62%) Apache Spark
11 36 (30.77%) Mathematics
11 36 (30.77%) SPSS
12 35 (29.91%) Algorithms
13 31 (26.50%) Finance
13 31 (26.50%) PhD
14 29 (24.79%) Marketing
14 29 (24.79%) Degree
15 28 (23.93%) Statistical Analysis
15 28 (23.93%) Agile Software Development
16 25 (21.37%) Business Intelligence
16 25 (21.37%) Data Mining
16 25 (21.37%) Computer Science
16 25 (21.37%) Data Analytics
17 21 (17.95%) MATLAB
18 20 (17.09%) Java
19 17 (14.53%) Visualisation
20 15 (12.82%) Scala
20 15 (12.82%) Apache Hive
21 14 (11.97%) Tableau

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 56 (47.86%) SAS
2 37 (31.62%) Apache Spark
3 9 (7.69%) Apache Pig
4 1 (0.85%) IPython
4 1 (0.85%) Jupyter
Applications
1 36 (30.77%) SPSS
2 9 (7.69%) MS PowerPoint
3 6 (5.13%) MS Excel
4 5 (4.27%) EViews
5 4 (3.42%) MS Office
6 2 (1.71%) CPLEX
6 2 (1.71%) MS Visio
7 1 (0.85%) Stata
Business Applications
1 4 (3.42%) SAP Oil and Gas
2 2 (1.71%) Oracle Financials
Cloud Services
1 11 (9.40%) Google Analytics
2 5 (4.27%) Amazon AWS
3 3 (2.56%) Microsoft Azure
4 2 (1.71%) Amazon Kinesis
5 1 (0.85%) Adobe Analytics
5 1 (0.85%) AdWords
5 1 (0.85%) Amazon EC2
5 1 (0.85%) Amazon S3
5 1 (0.85%) Amazon SQS
5 1 (0.85%) AWS Elastic Beanstalk
5 1 (0.85%) Google Cloud Platform
5 1 (0.85%) Google Tag Manager
5 1 (0.85%) Heroku
Database & Business Intelligence
1 55 (47.01%) Big Data
2 38 (32.48%) Hadoop
3 25 (21.37%) Data Mining
4 15 (12.82%) Apache Hive
5 12 (10.26%) Relational Database
6 9 (7.69%) Amazon Redshift
6 9 (7.69%) NoSQL
7 7 (5.98%) MySQL
8 6 (5.13%) QlikView
9 4 (3.42%) Apache Cassandra
9 4 (3.42%) Data Warehouse
9 4 (3.42%) HBase
9 4 (3.42%) Sqoop
10 3 (2.56%) BusinessObjects
10 3 (2.56%) GIS
10 3 (2.56%) Spotfire
10 3 (2.56%) SQL Server
11 2 (1.71%) Text Mining
12 1 (0.85%) SQL Server Integration Services
12 1 (0.85%) SQL Server Reporting Services
General
1 31 (26.50%) Finance
2 29 (24.79%) Marketing
3 11 (9.40%) Games
3 11 (9.40%) Telecoms
4 10 (8.55%) Advertising
5 9 (7.69%) Banking
5 9 (7.69%) Retail
6 6 (5.13%) Electronics
7 4 (3.42%) Manufacturing
7 4 (3.42%) Retail Banking
8 2 (1.71%) Investment Banking
9 1 (0.85%) Legal
9 1 (0.85%) Publishing
Job Titles
1 47 (40.17%) Data Scientist
2 40 (34.19%) Analyst
3 14 (11.97%) Senior Data Scientist
4 12 (10.26%) Data Analyst
5 11 (9.40%) Machine Learning Scientist
6 10 (8.55%) Consultant
6 10 (8.55%) Data Consultant
7 8 (6.84%) Analytics Consultant
7 8 (6.84%) Insight Analyst
7 8 (6.84%) SAS Analyst
8 7 (5.98%) Big Data Consultant
8 7 (5.98%) Business Intelligence Lead
8 7 (5.98%) Hadoop Consultant
9 5 (4.27%) Data Engineer
9 5 (4.27%) Junior
9 5 (4.27%) Senior Consultant
10 4 (3.42%) Credit Analyst
10 4 (3.42%) Marketing Analyst
10 4 (3.42%) Quantitative Analyst
10 4 (3.42%) Risk Analyst
Libraries, Frameworks & Software Standards
1 5 (4.27%) Natural Language Processing
2 2 (1.71%) .NET
2 2 (1.71%) AngularJS
2 2 (1.71%) D3.js
2 2 (1.71%) HTML
3 1 (0.85%) Backbone.js
3 1 (0.85%) CSS
3 1 (0.85%) HTML5
3 1 (0.85%) KnockoutJS
3 1 (0.85%) Node.js
3 1 (0.85%) PyMC3
3 1 (0.85%) React
3 1 (0.85%) scikit-learn
3 1 (0.85%) SparkR
3 1 (0.85%) Velocity
Miscellaneous
1 61 (52.14%) Analytical Skills
2 46 (39.32%) Statistics
3 36 (30.77%) Mathematics
4 35 (29.91%) Algorithms
5 25 (21.37%) Computer Science
6 17 (14.53%) Visualisation
7 13 (11.11%) Economics
8 9 (7.69%) Physics
9 6 (5.13%) Credit Risk
10 5 (4.27%) Applied Mathematics
10 5 (4.27%) Artificial Intelligence
10 5 (4.27%) Data Extraction
10 5 (4.27%) Social Media
11 4 (3.42%) Fintech
11 4 (3.42%) Neural Network
12 3 (2.56%) Digital Media
13 2 (1.71%) Chemistry
13 2 (1.71%) FMCG
13 2 (1.71%) Informatics
13 2 (1.71%) User Experience
Operating Systems
1 7 (5.98%) Unix
2 1 (0.85%) Linux
2 1 (0.85%) Windows
Processes & Methodologies
1 84 (71.79%) Analytics
2 61 (52.14%) Machine Learning
3 28 (23.93%) Agile Software Development
3 28 (23.93%) Statistical Analysis
4 25 (21.37%) Business Intelligence
4 25 (21.37%) Data Analytics
5 13 (11.11%) Customer Segmentation
5 13 (11.11%) Statistical Modelling
6 12 (10.26%) Customer Insight
6 12 (10.26%) Data Analysis
6 12 (10.26%) Digital Marketing
6 12 (10.26%) Linear Regression
6 12 (10.26%) Operations Research
6 12 (10.26%) Predictive Analytics
7 10 (8.55%) Actionable Insight
7 10 (8.55%) Big Data Analytics
7 10 (8.55%) Data Visualisation
7 10 (8.55%) Deep Learning
8 9 (7.69%) Mentoring
9 8 (6.84%) Time Series Analysis
Programming Languages
1 80 (68.38%) SQL
2 73 (62.39%) R
3 68 (58.12%) Python
4 21 (17.95%) MATLAB
5 20 (17.09%) Java
6 15 (12.82%) Scala
7 13 (11.11%) VBA
8 9 (7.69%) C++
8 9 (7.69%) Shell Script
9 6 (5.13%) C#
10 4 (3.42%) Ruby
11 3 (2.56%) Clojure
12 2 (1.71%) Perl
13 1 (0.85%) C
13 1 (0.85%) JavaScript
13 1 (0.85%) PHP
Qualifications
1 31 (26.50%) PhD
2 29 (24.79%) Degree
3 5 (4.27%) Postgraduate
Quality Assurance & Compliance
1 5 (4.27%) Data Quality
2 4 (3.42%) IFRS
2 4 (3.42%) IFRS 9
3 1 (0.85%) Actionable Recommendations
3 1 (0.85%) QA
System Software
1 2 (1.71%) Docker
Vendors
1 14 (11.97%) Tableau
2 12 (10.26%) Google
3 7 (5.98%) Netezza
3 7 (5.98%) SAP
4 4 (3.42%) Oracle
5 3 (2.56%) Alteryx
5 3 (2.56%) MapR
5 3 (2.56%) MicroStrategy
5 3 (2.56%) RapidMiner
6 2 (1.71%) Cloudera
6 2 (1.71%) Microsoft
6 2 (1.71%) Teradata
7 1 (0.85%) Adobe
7 1 (0.85%) Intel
7 1 (0.85%) Omniture
7 1 (0.85%) Pega
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