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 10 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Predictive Modelling
Rank 558 553 575
Rank change year-on-year
-5 +22
Permanent jobs citing Predictive Modelling 51 95 93
As % of all permanent IT jobs located in London 0.14% 0.22% 0.21%
As % of the Processes & Methodologies category 0.16% 0.25% 0.24%
Number of salaries quoted 39 73 72
Median salary £57,500 £60,000 £65,000
Median salary % change year-on-year
-4.16% -7.69%
90% offered a salary of more than £40,000 £40,000 £45,000
10% offered a salary of more than £86,000 £82,000 £75,000
UK excluding London median salary £46,500 £55,000 £44,000
% change year-on-year
-15.45% +25.00%
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
31351 38138 38700
As % of all permanent IT jobs located in London 89.06% 88.27% 86.20%
Number of salaries quoted 26548 32224 32668
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 £39,250 £38,500 £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 10 December 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 10 December 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 +20 4 £45,000 -4.76% 1
Greenwich - 3 - -
Predictive Modelling
England

Predictive Modelling
Top 30 Related IT Skills in London

For the 6 months to 10 December 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 99 (68.28%) SQL
1 99 (68.28%) Analytics
2 91 (62.76%) Python
3 87 (60.00%) Machine Learning
4 69 (47.59%) Big Data
5 68 (46.90%) R
6 62 (42.76%) Statistics
7 60 (41.38%) Analytical Skills
8 58 (40.00%) SAS
9 53 (36.55%) Degree
10 51 (35.17%) Mathematics
10 51 (35.17%) Algorithms
11 49 (33.79%) Data Mining
12 45 (31.03%) PhD
13 43 (29.66%) Marketing
14 39 (26.90%) Hadoop
14 39 (26.90%) Data Analytics
15 38 (26.21%) Apache Spark
16 37 (25.52%) Finance
17 34 (23.45%) Computer Science
18 32 (22.07%) Statistical Analysis
19 31 (21.38%) SPSS
19 31 (21.38%) Java
20 25 (17.24%) Agile Software Development
21 23 (15.86%) Operations Research
21 23 (15.86%) Business Intelligence
22 21 (14.48%) Visualisation
23 20 (13.79%) Scala
23 20 (13.79%) Data Analysis
24 19 (13.10%) Apache Hive

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 58 (40.00%) SAS
2 38 (26.21%) Apache Spark
3 10 (6.90%) Apache Pig
4 1 (0.69%) IPython
4 1 (0.69%) Jupyter
Applications
1 31 (21.38%) SPSS
2 9 (6.21%) MS PowerPoint
3 5 (3.45%) MS Excel
4 3 (2.07%) MS Office
5 2 (1.38%) CPLEX
5 2 (1.38%) MS Visio
Business Applications
1 4 (2.76%) SAP Oil and Gas
2 2 (1.38%) Oracle Financials
3 1 (0.69%) Unica
3 1 (0.69%) WebTrends
Cloud Services
1 13 (8.97%) Google Analytics
2 9 (6.21%) Amazon AWS
3 5 (3.45%) Amazon EC2
3 5 (3.45%) AWS Elastic Beanstalk
4 4 (2.76%) Amazon ELB
4 4 (2.76%) Amazon S3
4 4 (2.76%) Microsoft Azure
5 2 (1.38%) Heroku
6 1 (0.69%) Adobe Analytics
6 1 (0.69%) AdWords
6 1 (0.69%) Amazon Kinesis
6 1 (0.69%) Google Cloud Platform
6 1 (0.69%) Google Tag Manager
Communications & Networking
1 2 (1.38%) ATM
1 2 (1.38%) Internet
1 2 (1.38%) SMS
Database & Business Intelligence
1 69 (47.59%) Big Data
2 49 (33.79%) Data Mining
3 39 (26.90%) Hadoop
4 19 (13.10%) Apache Hive
5 17 (11.72%) Relational Database
6 11 (7.59%) Amazon Redshift
7 8 (5.52%) MySQL
8 7 (4.83%) NoSQL
9 6 (4.14%) HBase
9 6 (4.14%) QlikView
10 5 (3.45%) Base SAS
10 5 (3.45%) Data Warehouse
11 4 (2.76%) Azkaban
11 4 (2.76%) SQL Server
11 4 (2.76%) Sqoop
12 2 (1.38%) Apache Cassandra
12 2 (1.38%) Lumira
12 2 (1.38%) MongoDB
12 2 (1.38%) SAP HANA
12 2 (1.38%) Spotfire
General
1 43 (29.66%) Marketing
2 37 (25.52%) Finance
3 16 (11.03%) Games
4 13 (8.97%) Retail
4 13 (8.97%) Telecoms
5 11 (7.59%) Advertising
6 9 (6.21%) Publishing
7 7 (4.83%) Banking
8 6 (4.14%) Electronics
9 4 (2.76%) Manufacturing
10 2 (1.38%) Investment Banking
11 1 (0.69%) Legal
11 1 (0.69%) Retail Banking
Job Titles
1 66 (45.52%) Data Scientist
2 45 (31.03%) Analyst
3 22 (15.17%) Senior Data Scientist
4 20 (13.79%) Machine Learning Scientist
5 16 (11.03%) Insight Analyst
6 12 (8.28%) SAS Analyst
7 11 (7.59%) Data Analyst
7 11 (7.59%) Junior
8 7 (4.83%) Business Intelligence Lead
8 7 (4.83%) Customer Analyst
8 7 (4.83%) Customer Insight Analyst
8 7 (4.83%) Data Engineer
9 6 (4.14%) Consultant
9 6 (4.14%) Data Consultant
9 6 (4.14%) Developer
9 6 (4.14%) Junior Analyst
10 5 (3.45%) Analytics Consultant
10 5 (3.45%) Big Data Consultant
10 5 (3.45%) Junior Data Scientist
10 5 (3.45%) Senior Consultant
Libraries, Frameworks & Software Standards
1 12 (8.28%) Natural Language Processing
2 4 (2.76%) Web Services
3 3 (2.07%) .NET
3 3 (2.07%) AngularJS
3 3 (2.07%) D3.js
3 3 (2.07%) HTML
4 2 (1.38%) Node.js
4 2 (1.38%) React
5 1 (0.69%) Backbone.js
5 1 (0.69%) CSS
5 1 (0.69%) HTML5
5 1 (0.69%) KnockoutJS
5 1 (0.69%) PyMC3
5 1 (0.69%) scikit-learn
5 1 (0.69%) Velocity
Miscellaneous
1 62 (42.76%) Statistics
2 60 (41.38%) Analytical Skills
3 51 (35.17%) Algorithms
3 51 (35.17%) Mathematics
4 34 (23.45%) Computer Science
5 21 (14.48%) Visualisation
6 18 (12.41%) Physics
7 9 (6.21%) Economics
8 8 (5.52%) Social Media
9 7 (4.83%) Neural Network
10 6 (4.14%) Artificial Intelligence
11 5 (3.45%) Fintech
12 4 (2.76%) Applied Mathematics
13 3 (2.07%) Data Extraction
13 3 (2.07%) Digital Media
13 3 (2.07%) User Experience
14 2 (1.38%) Chemistry
14 2 (1.38%) Cybercrime
14 2 (1.38%) FMCG
14 2 (1.38%) Mobile App
Operating Systems
1 7 (4.83%) Unix
2 1 (0.69%) Linux
2 1 (0.69%) Windows
Processes & Methodologies
1 99 (68.28%) Analytics
2 87 (60.00%) Machine Learning
3 39 (26.90%) Data Analytics
4 32 (22.07%) Statistical Analysis
5 25 (17.24%) Agile Software Development
6 23 (15.86%) Business Intelligence
6 23 (15.86%) Operations Research
7 20 (13.79%) Data Analysis
8 18 (12.41%) Big Data Analytics
9 16 (11.03%) Predictive Analytics
10 15 (10.34%) Actionable Insight
10 15 (10.34%) Customer Insight
11 14 (9.66%) Customer Segmentation
12 12 (8.28%) Digital Marketing
13 11 (7.59%) Bayesian Methods
13 11 (7.59%) Statistical Modelling
14 10 (6.90%) Data Visualisation
14 10 (6.90%) Linear Regression
14 10 (6.90%) Logistic Regression
15 9 (6.21%) Cluster Analysis
Programming Languages
1 99 (68.28%) SQL
2 91 (62.76%) Python
3 68 (46.90%) R
4 31 (21.38%) Java
5 20 (13.79%) Scala
6 18 (12.41%) MATLAB
7 14 (9.66%) VBA
8 9 (6.21%) C++
9 8 (5.52%) Shell Script
10 7 (4.83%) Clojure
11 6 (4.14%) Ruby
12 5 (3.45%) C#
13 4 (2.76%) Go
13 4 (2.76%) Perl
14 2 (1.38%) C
14 2 (1.38%) Julia
14 2 (1.38%) PHP
15 1 (0.69%) JavaScript
Qualifications
1 53 (36.55%) Degree
2 45 (31.03%) PhD
3 1 (0.69%) CIMA
3 1 (0.69%) Postgraduate
Quality Assurance & Compliance
1 5 (3.45%) Data Quality
2 2 (1.38%) Actionable Recommendations
2 2 (1.38%) QA
System Software
1 2 (1.38%) Docker
Vendors
1 14 (9.66%) Google
1 14 (9.66%) Tableau
2 11 (7.59%) Netezza
3 8 (5.52%) SAP
4 4 (2.76%) Alteryx
4 4 (2.76%) Oracle
4 4 (2.76%) Pega
5 3 (2.07%) MapR
5 3 (2.07%) MicroStrategy
5 3 (2.07%) RapidMiner
6 2 (1.38%) Adobe
6 2 (1.38%) Facebook
6 2 (1.38%) Omniture
7 1 (0.69%) comScore
7 1 (0.69%) Intel
7 1 (0.69%) Microsoft
7 1 (0.69%) Teradata
London
Oho Group Ltd.
Salary: £35000 - £75000 per annum
Posted: 3 days ago
Kingston Upon Thames, Surrey
First Point
Salary: £35000.00 - £45000.00 per annum
Posted: 2 days ago
Central London
Savvy Recruitment
Salary: £60,000 - £70,000 per year
Posted: 10 days ago
City of London
Cititec Associates Limited
Salary: £40000 - £50000 per annum + Benefits
Posted: 11 days ago