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 28 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Predictive Modelling
Rank 499 600 553
Rank change year-on-year
+101 -47
Permanent jobs citing Predictive Modelling 126 67 131
As % of all permanent IT jobs located in London 0.32% 0.15% 0.27%
As % of the Processes & Methodologies category 0.36% 0.17% 0.31%
Number of salaries quoted 117 61 95
Median salary £60,000 £60,000 £65,000
Median salary % change year-on-year
- -7.69%
90% offered a salary of more than £30,000 £35,000 £49,000
10% offered a salary of more than £90,000 £75,000 £80,000
UK excluding London median salary £40,000 £40,000 £50,000
% change year-on-year
- -20.00%
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
35272 39059 42435
As % of all permanent IT jobs located in London 89.55% 87.94% 87.27%
Number of salaries quoted 30565 32775 35242
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 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
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 28 July 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 28 July 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 - 16 £46,750 - 7
Wimbledon - 2 £47,500 -
Bromley - 1 - -
Greenwich - 1 £55,000 -
Predictive Modelling
England

Predictive Modelling
Top 30 Related IT Skills in London

For the 6 months to 28 July 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.

1 194 (75.49%) SQL
2 184 (71.60%) Analytics
3 156 (60.70%) Machine Learning
4 155 (60.31%) Python
5 116 (45.14%) Statistics
6 114 (44.36%) R
7 113 (43.97%) Data Mining
8 105 (40.86%) Data Analytics
8 105 (40.86%) Big Data
9 100 (38.91%) Mathematics
10 99 (38.52%) SAS
10 99 (38.52%) Analytical Skills
11 96 (37.35%) Degree
12 86 (33.46%) Marketing
13 73 (28.40%) Algorithms
14 65 (25.29%) Finance
15 64 (24.90%) PhD
15 64 (24.90%) Java
16 62 (24.12%) Hadoop
17 58 (22.57%) Computer Science
18 55 (21.40%) Apache Spark
19 53 (20.62%) Statistical Analysis
20 46 (17.90%) Visualisation
20 46 (17.90%) Data Analysis
21 42 (16.34%) MATLAB
22 41 (15.95%) Business Intelligence
23 40 (15.56%) NoSQL
24 39 (15.18%) Operations Research
25 34 (13.23%) Scala
26 33 (12.84%) SPSS

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 99 (38.52%) SAS
2 55 (21.40%) Apache Spark
3 10 (3.89%) Apache Pig
4 4 (1.56%) IPython
4 4 (1.56%) Jupyter
5 2 (0.78%) Apache
5 2 (0.78%) Apache Solr
5 2 (0.78%) Elasticsearch
Applications
1 33 (12.84%) SPSS
2 9 (3.50%) MS PowerPoint
3 2 (0.78%) MS Excel
3 2 (0.78%) S-PLUS
4 1 (0.39%) MS Office
4 1 (0.39%) Weka
Business Applications
1 4 (1.56%) SAP Oil and Gas
2 1 (0.39%) Unica
2 1 (0.39%) WebTrends
Cloud Services
1 18 (7.00%) Amazon AWS
2 15 (5.84%) Google Analytics
3 12 (4.67%) Amazon EC2
4 8 (3.11%) Amazon S3
4 8 (3.11%) AWS Elastic Beanstalk
5 7 (2.72%) Amazon ELB
6 3 (1.17%) GitHub
7 2 (0.78%) Google Cloud Platform
7 2 (0.78%) Microsoft Azure
8 1 (0.39%) AdWords
8 1 (0.39%) Amazon EMR
8 1 (0.39%) Amazon Kinesis
8 1 (0.39%) Cloud Computing
8 1 (0.39%) Heroku
8 1 (0.39%) SaaS
Communications & Networking
1 14 (5.45%) Internet
2 8 (3.11%) ATM
2 8 (3.11%) SMS
3 2 (0.78%) WebEx
4 1 (0.39%) DSL
Database & Business Intelligence
1 113 (43.97%) Data Mining
2 105 (40.86%) Big Data
3 62 (24.12%) Hadoop
4 40 (15.56%) NoSQL
5 31 (12.06%) Relational Database
6 18 (7.00%) Amazon Redshift
6 18 (7.00%) Apache Hive
7 16 (6.23%) SQL Server
8 14 (5.45%) Data Warehouse
9 13 (5.06%) Text Mining
10 12 (4.67%) QlikView
11 11 (4.28%) Apache Cassandra
12 9 (3.50%) PostgreSQL
13 7 (2.72%) Azkaban
13 7 (2.72%) RDBMS
14 6 (2.33%) MongoDB
15 5 (1.95%) Base SAS
15 5 (1.95%) MySQL
15 5 (1.95%) Redis
16 4 (1.56%) Enterprise Data Warehouse
Development Applications
1 2 (0.78%) Jenkins
2 1 (0.39%) Talend Open Studio
General
1 86 (33.46%) Marketing
2 65 (25.29%) Finance
3 31 (12.06%) Games
4 26 (10.12%) Retail
5 25 (9.73%) Advertising
6 21 (8.17%) Telecoms
7 13 (5.06%) Banking
8 12 (4.67%) Publishing
9 11 (4.28%) Pharmaceutical
10 4 (1.56%) Electronics
10 4 (1.56%) French Language
10 4 (1.56%) German Language
10 4 (1.56%) Italian Language
10 4 (1.56%) Manufacturing
10 4 (1.56%) Retail Banking
10 4 (1.56%) Spanish Language
11 2 (0.78%) iGaming
11 2 (0.78%) Law
12 1 (0.39%) Legal
12 1 (0.39%) Online Betting
Job Titles
1 133 (51.75%) Data Scientist
2 67 (26.07%) Analyst
3 42 (16.34%) Senior Data Scientist
4 41 (15.95%) Machine Learning Scientist
5 30 (11.67%) Data Analyst
6 26 (10.12%) Insight Analyst
7 16 (6.23%) Data Engineer
8 15 (5.84%) Junior
9 11 (4.28%) Consultant
9 11 (4.28%) Developer
9 11 (4.28%) SQL Analyst
9 11 (4.28%) SQL Data Analyst
10 10 (3.89%) Senior Analyst
11 9 (3.50%) Campaign Analyst
11 9 (3.50%) Excel Analyst
11 9 (3.50%) Junior Data Scientist
11 9 (3.50%) SAS Analyst
12 8 (3.11%) Hadoop Engineer
13 7 (2.72%) Machine Learning Engineer
13 7 (2.72%) Scala Developer
Libraries, Frameworks & Software Standards
1 20 (7.78%) Natural Language Processing
2 13 (5.06%) scikit-learn
3 10 (3.89%) Web Services
4 7 (2.72%) SparkR
5 6 (2.33%) .NET
6 5 (1.95%) D3.js
6 5 (1.95%) Pandas
7 4 (1.56%) NumPy
7 4 (1.56%) SciPy
8 3 (1.17%) HTML
9 2 (0.78%) .NET Framework
9 2 (0.78%) HTML5
9 2 (0.78%) Middleware
9 2 (0.78%) Spring
10 1 (0.39%) Akka
10 1 (0.39%) AngularJS
10 1 (0.39%) Hibernate
10 1 (0.39%) Kafka
10 1 (0.39%) Node.js
10 1 (0.39%) React
Miscellaneous
1 116 (45.14%) Statistics
2 100 (38.91%) Mathematics
3 99 (38.52%) Analytical Skills
4 73 (28.40%) Algorithms
5 58 (22.57%) Computer Science
6 46 (17.90%) Visualisation
7 29 (11.28%) Physics
8 15 (5.84%) Economics
9 14 (5.45%) Neural Network
10 11 (4.28%) Artificial Intelligence
10 11 (4.28%) Online Games
11 10 (3.89%) Social Media
12 8 (3.11%) Applied Mathematics
12 8 (3.11%) Mobile App
13 7 (2.72%) Credit Risk
13 7 (2.72%) Data Structures
13 7 (2.72%) Fintech
13 7 (2.72%) Life Science
14 5 (1.95%) Management Information System
15 4 (1.56%) Psychology
Operating Systems
1 7 (2.72%) Linux
2 2 (0.78%) Unix
Processes & Methodologies
1 184 (71.60%) Analytics
2 156 (60.70%) Machine Learning
3 105 (40.86%) Data Analytics
4 53 (20.62%) Statistical Analysis
5 46 (17.90%) Data Analysis
6 41 (15.95%) Business Intelligence
7 39 (15.18%) Operations Research
8 33 (12.84%) Big Data Analytics
9 30 (11.67%) Actionable Insight
10 26 (10.12%) Statistical Modelling
11 24 (9.34%) Data Visualisation
11 24 (9.34%) E-Commerce
12 22 (8.56%) Predictive Analytics
13 20 (7.78%) Marketing Analytics
14 19 (7.39%) Agile Software Development
14 19 (7.39%) Data Munging
15 18 (7.00%) Customer Segmentation
16 17 (6.61%) Campaign Analysis
16 17 (6.61%) MapReduce
17 15 (5.84%) Bayesian Methods
Programming Languages
1 194 (75.49%) SQL
2 155 (60.31%) Python
3 114 (44.36%) R
4 64 (24.90%) Java
5 42 (16.34%) MATLAB
6 34 (13.23%) Scala
7 18 (7.00%) C++
8 17 (6.61%) VBA
9 16 (6.23%) Ruby
10 14 (5.45%) Clojure
11 9 (3.50%) C
12 7 (2.72%) Go
13 6 (2.33%) Julia
13 6 (2.33%) Perl
14 5 (1.95%) C#
14 5 (1.95%) VB
15 4 (1.56%) Shell Script
16 3 (1.17%) JavaScript
17 2 (0.78%) PHP
18 1 (0.39%) Haskell
Qualifications
1 96 (37.35%) Degree
2 64 (24.90%) PhD
3 3 (1.17%) Security Cleared
4 2 (0.78%) SC Cleared
5 1 (0.39%) CIMA
Quality Assurance & Compliance
1 5 (1.95%) Data Quality
2 1 (0.39%) Actionable Recommendations
2 1 (0.39%) QA
System Software
1 7 (2.72%) Docker
Systems Management
1 2 (0.78%) EMC NetWorker
1 2 (0.78%) Puppet
Vendors
1 30 (11.67%) Tableau
2 21 (8.17%) Google
3 15 (5.84%) MicroStrategy
4 12 (4.67%) Netezza
5 11 (4.28%) Oracle
6 9 (3.50%) Facebook
7 5 (1.95%) SAP
8 4 (1.56%) Alteryx
8 4 (1.56%) Microsoft
9 3 (1.17%) Pega
9 3 (1.17%) RapidMiner
10 2 (0.78%) Actian
10 2 (0.78%) Hortonworks
10 2 (0.78%) IBM
10 2 (0.78%) MuleSoft
10 2 (0.78%) Siebel
11 1 (0.39%) Omniture
11 1 (0.39%) Talend
11 1 (0.39%) Teradata
11 1 (0.39%) Twitter
London
People Source Consulting
Salary: £35000 - £45000 per annum + Bonus and benefits package
Posted: 2 days ago
London
People Source Consulting
Salary: £60000 - £70000 per annum + Bonus and benefits package
Posted: 2 days ago
London
Experis Ltd
Salary: £50000 - £70000 per annum
Posted: 3 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 6 days ago
City, London
The Collinson Group
Salary: From £55,000 to £70,000 per annum
Posted: 6 days ago
London
Huxley
Salary: £55000 - £65000 per annum + Package
Posted: 14 days ago
London
Huxley
Salary: £60000 - £65000 per annum + Benefits
Posted: 22 days ago
City, London
Harrington Starr
Salary: £50000 - £65000 per annum + Benefits + Bonus
Posted: 5 days ago
City of London
Huxley
Salary: £65000 per annum + Package
Posted: 23 days ago
London
PwC
Salary: Market related
Posted: 23 days ago