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 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Predictive Modelling
England / London
Rank 496 523 549
Rank change year-on-year
+27 +26
Permanent jobs citing Predictive Modelling 70 123 101
As % of all permanent IT jobs located in London 0.21% 0.30% 0.24%
As % of the Processes & Methodologies category 0.24% 0.34% 0.28%
Number of salaries quoted 56 111 84
Median salary £60,000 £62,500 £62,500
Median salary % change year-on-year
-4.00% -
90% offered a salary of more than £43,750 £40,000 £35,000
10% offered a salary of more than £105,000 £85,000 £72,500
UK excluding London median salary £45,000 £50,000 £42,500
% change year-on-year
-10.00% +17.64%

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
29626 36666 36372
As % of all permanent IT jobs located in London 89.95% 89.24% 87.09%
Number of salaries quoted 24852 31313 30463
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 £39,000 £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 25 February 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 25 February 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 +51 12 £56,250 +41.50% 2
Croydon - 1 £45,000 -
Predictive Modelling
England

Predictive Modelling
Top 30 Related IT Skills in London

For the 6 months to 25 February 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 82 (66.67%) Analytics
2 79 (64.23%) SQL
3 78 (63.41%) Python
4 76 (61.79%) R
5 67 (54.47%) Analytical Skills
6 63 (51.22%) Machine Learning
7 55 (44.72%) Big Data
8 52 (42.28%) Hadoop
8 52 (42.28%) SAS
9 50 (40.65%) Statistics
10 39 (31.71%) Mathematics
11 37 (30.08%) Apache Spark
11 37 (30.08%) Algorithms
12 32 (26.02%) PhD
12 32 (26.02%) Marketing
12 32 (26.02%) Finance
13 31 (25.20%) Computer Science
14 30 (24.39%) SPSS
15 29 (23.58%) Data Mining
16 28 (22.76%) Degree
17 24 (19.51%) Visualisation
17 24 (19.51%) Agile Software Development
18 23 (18.70%) Statistical Analysis
19 22 (17.89%) Business Intelligence
20 21 (17.07%) MATLAB
20 21 (17.07%) Data Analytics
21 20 (16.26%) Apache Hive
22 19 (15.45%) Java
23 17 (13.82%) Data Visualisation
23 17 (13.82%) Statistical Modelling

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 52 (42.28%) SAS
2 37 (30.08%) Apache Spark
3 5 (4.07%) Apache Pig
4 3 (2.44%) Tornado
5 1 (0.81%) Apache
Applications
1 30 (24.39%) SPSS
2 13 (10.57%) MS Excel
3 7 (5.69%) MS PowerPoint
4 6 (4.88%) EViews
4 6 (4.88%) MS Office
5 5 (4.07%) SPSS Modeler
6 2 (1.63%) MS Visio
6 2 (1.63%) Stata
Business Applications
1 2 (1.63%) SAP Oil and Gas
2 1 (0.81%) Oracle Financials
Cloud Services
1 9 (7.32%) Google Analytics
2 8 (6.50%) Amazon AWS
3 3 (2.44%) Microsoft Azure
4 2 (1.63%) SaaS
5 1 (0.81%) Adobe Analytics
5 1 (0.81%) Amazon Kinesis
5 1 (0.81%) Amazon S3
5 1 (0.81%) Amazon SQS
5 1 (0.81%) Google Cloud Platform
5 1 (0.81%) Heroku
Database & Business Intelligence
1 55 (44.72%) Big Data
2 52 (42.28%) Hadoop
3 29 (23.58%) Data Mining
4 20 (16.26%) Apache Hive
5 13 (10.57%) NoSQL
6 10 (8.13%) Amazon Redshift
7 8 (6.50%) Relational Database
8 7 (5.69%) Apache Cassandra
8 7 (5.69%) QlikView
9 6 (4.88%) Data Warehouse
9 6 (4.88%) Text Mining
10 5 (4.07%) MySQL
10 5 (4.07%) SQL Server
11 4 (3.25%) HBase
11 4 (3.25%) Spotfire
12 3 (2.44%) GIS
12 3 (2.44%) MongoDB
13 2 (1.63%) BusinessObjects
13 2 (1.63%) CouchDB
13 2 (1.63%) Sqoop
Development Applications
1 3 (2.44%) Git (software)
General
1 32 (26.02%) Finance
1 32 (26.02%) Marketing
2 14 (11.38%) Telecoms
3 12 (9.76%) Games
4 10 (8.13%) Advertising
4 10 (8.13%) Retail
5 9 (7.32%) Banking
6 4 (3.25%) Retail Banking
7 3 (2.44%) Billing
7 3 (2.44%) Electronics
8 2 (1.63%) Investment Banking
8 2 (1.63%) Manufacturing
9 1 (0.81%) Legal
Job Titles
1 52 (42.28%) Data Scientist
2 37 (30.08%) Analyst
3 18 (14.63%) Senior Data Scientist
4 11 (8.94%) Consultant
4 11 (8.94%) Insight Analyst
5 10 (8.13%) Data Consultant
6 9 (7.32%) Analytics Consultant
6 9 (7.32%) Data Engineer
7 8 (6.50%) Data Analyst
8 7 (5.69%) Big Data Consultant
8 7 (5.69%) Hadoop Consultant
8 7 (5.69%) Machine Learning Scientist
9 5 (4.07%) Business Intelligence Lead
9 5 (4.07%) Junior
9 5 (4.07%) Marketing Analyst
9 5 (4.07%) Senior Consultant
10 4 (3.25%) Credit Analyst
10 4 (3.25%) Credit Risk Analyst
10 4 (3.25%) Quantitative Analyst
10 4 (3.25%) Risk Analyst
Libraries, Frameworks & Software Standards
1 6 (4.88%) Natural Language Processing
2 5 (4.07%) scikit-learn
3 4 (3.25%) D3.js
3 4 (3.25%) NumPy
3 4 (3.25%) Pandas
4 3 (2.44%) Flask
4 3 (2.44%) HTML
5 2 (1.63%) .NET
5 2 (1.63%) AngularJS
5 2 (1.63%) SparkR
6 1 (0.81%) Backbone.js
6 1 (0.81%) Django
6 1 (0.81%) HTML5
6 1 (0.81%) KnockoutJS
6 1 (0.81%) Node.js
6 1 (0.81%) OAuth
6 1 (0.81%) React
6 1 (0.81%) Regular Expression
6 1 (0.81%) REST
6 1 (0.81%) Velocity
Miscellaneous
1 67 (54.47%) Analytical Skills
2 37 (30.08%) Algorithms
3 31 (25.20%) Computer Science
4 8 (6.50%) Social Network
5 6 (4.88%) Credit Risk
6 5 (4.07%) Fintech
6 5 (4.07%) User Experience
7 4 (3.25%) Social Media
8 3 (2.44%) Management Information System
9 1 (0.81%) Blog
9 1 (0.81%) Cybercrime
9 1 (0.81%) Digital Media
9 1 (0.81%) Mobile Games
Operating Systems
1 6 (4.88%) Unix
2 2 (1.63%) Linux
3 1 (0.81%) Windows
Processes & Methodologies
1 82 (66.67%) Analytics
2 63 (51.22%) Machine Learning
3 50 (40.65%) Statistics
4 39 (31.71%) Mathematics
5 24 (19.51%) Agile Software Development
5 24 (19.51%) Visualisation
6 23 (18.70%) Statistical Analysis
7 22 (17.89%) Business Intelligence
8 21 (17.07%) Data Analytics
9 17 (13.82%) Data Visualisation
9 17 (13.82%) Statistical Modelling
10 13 (10.57%) Data Analysis
10 13 (10.57%) Deep Learning
11 12 (9.76%) Customer Segmentation
11 12 (9.76%) Economics
11 12 (9.76%) Software Engineering
12 11 (8.94%) Digital Marketing
12 11 (8.94%) Pattern Recognition
12 11 (8.94%) Predictive Analytics
12 11 (8.94%) Time Series Analysis
Programming Languages
1 79 (64.23%) SQL
2 78 (63.41%) Python
3 76 (61.79%) R
4 21 (17.07%) MATLAB
5 19 (15.45%) Java
6 12 (9.76%) Scala
7 10 (8.13%) C++
7 10 (8.13%) VBA
8 8 (6.50%) Shell Script
9 6 (4.88%) C#
10 2 (1.63%) JavaScript
10 2 (1.63%) Perl
10 2 (1.63%) Ruby
11 1 (0.81%) C
11 1 (0.81%) Clojure
11 1 (0.81%) PHP
Qualifications
1 32 (26.02%) PhD
2 28 (22.76%) Degree
3 4 (3.25%) Postgraduate
Quality Assurance & Compliance
1 5 (4.07%) Data Quality
2 4 (3.25%) IFRS
2 4 (3.25%) IFRS 9
3 1 (0.81%) Actionable Recommendations
3 1 (0.81%) QA
System Software
1 3 (2.44%) HDFS
2 1 (0.81%) Docker
Vendors
1 15 (12.20%) Tableau
2 10 (8.13%) Google
3 8 (6.50%) Cloudera
3 8 (6.50%) Oracle
4 5 (4.07%) Microsoft
4 5 (4.07%) Netezza
5 4 (3.25%) MapR
6 3 (2.44%) Alteryx
6 3 (2.44%) Hortonworks
6 3 (2.44%) MicroStrategy
6 3 (2.44%) RapidMiner
6 3 (2.44%) SAP
7 2 (1.63%) IBM
7 2 (1.63%) Teradata
8 1 (0.81%) Adobe
8 1 (0.81%) Greenplum
8 1 (0.81%) Intel
8 1 (0.81%) Omniture
London
Computer Futures
Salary: £75000 per annum + competitive
Posted: 17 hours ago
City, London
Oscar
Salary: £25000 - £32000 per annum + Benefits
Posted: 3 days ago
London
McGregor Boyall
Salary: £65000 - £85000 per annum
Posted: 3 days ago
London
Eligo Recruitment Ltd
Salary: £50000 - £60000 per annum + Healthcare, Bonus package
Posted: 5 days ago
South East London
Lawrence Harvey Enterprise
Salary: £28000.00 - £35000.00 per annum
Posted: 5 days ago
London
Savvy Recruitment
Salary: £80,000 - £110,000 per year
Posted: 5 days ago
London
Bupa
Salary: £52000 - £75000 per annum + Benefits
Posted: 15 days ago
London
Robert Walters UK
Salary: £50000 - £65000 per annum
Posted: 26 days ago