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 26 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Aug 2016
Same period 2015 Same period 2014
Predictive Modelling
Rank 510 605 558
Rank change year-on-year
+95 -47
Permanent jobs citing Predictive Modelling 107 70 107
As % of all permanent IT jobs located in London 0.27% 0.16% 0.23%
As % of the Processes & Methodologies category 0.30% 0.18% 0.26%
Number of salaries quoted 99 58 81
Median salary £60,000 £58,750 £65,000
Median salary % change year-on-year
+2.12% -9.61%
90% offered a salary of more than £30,000 £39,250 £49,000
10% offered a salary of more than £90,000 £75,000 £80,000
UK excluding London median salary £37,750 £45,000 £38,750
% change year-on-year
-16.11% +16.12%
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
35217 38890 41377
As % of all permanent IT jobs located in London 89.81% 88.23% 87.13%
Number of salaries quoted 30511 32753 34111
Median salary £60,000 £58,000 £55,000
Median salary % change year-on-year
+3.44% +5.45%
90% offered a salary of more than £40,000 £37,500 £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 26 August 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 26 August 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 +76 18 £50,000 -
Wimbledon - 2 £47,500 -
Bromley -1 1 - -
Predictive Modelling
England

Predictive Modelling
Top 30 Related IT Skills in London

For the 6 months to 26 August 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.

1 176 (77.19%) SQL
2 167 (73.25%) Analytics
3 139 (60.96%) Machine Learning
3 139 (60.96%) Python
4 103 (45.18%) Data Mining
5 98 (42.98%) Statistics
6 97 (42.54%) Big Data
7 90 (39.47%) Data Analytics
7 90 (39.47%) R
8 89 (39.04%) SAS
8 89 (39.04%) Analytical Skills
9 87 (38.16%) Mathematics
10 86 (37.72%) Degree
11 76 (33.33%) Marketing
12 68 (29.82%) Algorithms
13 60 (26.32%) PhD
14 58 (25.44%) Finance
15 55 (24.12%) Java
16 49 (21.49%) Computer Science
17 48 (21.05%) Statistical Analysis
17 48 (21.05%) Apache Spark
18 46 (20.18%) Hadoop
19 39 (17.11%) Data Analysis
19 39 (17.11%) Business Intelligence
20 36 (15.79%) Visualisation
21 34 (14.91%) SPSS
22 33 (14.47%) MATLAB
22 33 (14.47%) Operations Research
23 32 (14.04%) Big Data Analytics
24 31 (13.60%) Predictive Analytics

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 89 (39.04%) SAS
2 48 (21.05%) Apache Spark
3 9 (3.95%) Apache Pig
4 4 (1.75%) IPython
4 4 (1.75%) Jupyter
5 2 (0.88%) Elasticsearch
Applications
1 34 (14.91%) SPSS
2 6 (2.63%) MS PowerPoint
3 4 (1.75%) MS Excel
4 3 (1.32%) MS Office
5 2 (0.88%) CPLEX
Business Applications
1 3 (1.32%) SAP Oil and Gas
2 1 (0.44%) Oracle Financials
2 1 (0.44%) Unica
2 1 (0.44%) WebTrends
Cloud Services
1 17 (7.46%) Google Analytics
2 15 (6.58%) Amazon AWS
3 11 (4.82%) Amazon EC2
4 8 (3.51%) AWS Elastic Beanstalk
5 7 (3.07%) Amazon ELB
5 7 (3.07%) Amazon S3
6 2 (0.88%) Google Cloud Platform
7 1 (0.44%) AdWords
7 1 (0.44%) Amazon Kinesis
7 1 (0.44%) GitHub
7 1 (0.44%) Google Tag Manager
7 1 (0.44%) Heroku
7 1 (0.44%) Microsoft Azure
7 1 (0.44%) SaaS
Communications & Networking
1 12 (5.26%) Internet
2 8 (3.51%) ATM
2 8 (3.51%) SMS
Database & Business Intelligence
1 103 (45.18%) Data Mining
2 97 (42.54%) Big Data
3 46 (20.18%) Hadoop
4 30 (13.16%) NoSQL
5 28 (12.28%) Relational Database
6 20 (8.77%) Amazon Redshift
7 18 (7.89%) Apache Hive
8 14 (6.14%) Data Warehouse
9 13 (5.70%) SQL Server
10 11 (4.82%) QlikView
11 10 (4.39%) Text Mining
12 7 (3.07%) Apache Cassandra
12 7 (3.07%) Azkaban
12 7 (3.07%) PostgreSQL
12 7 (3.07%) RDBMS
13 5 (2.19%) Base SAS
13 5 (2.19%) MySQL
13 5 (2.19%) Redis
14 4 (1.75%) Enterprise Data Warehouse
14 4 (1.75%) HBase
Development Applications
1 1 (0.44%) Jenkins
1 1 (0.44%) Talend Open Studio
General
1 76 (33.33%) Marketing
2 58 (25.44%) Finance
3 30 (13.16%) Games
4 25 (10.96%) Retail
5 23 (10.09%) Advertising
6 19 (8.33%) Telecoms
7 12 (5.26%) Publishing
8 8 (3.51%) Banking
8 8 (3.51%) Pharmaceutical
9 4 (1.75%) Electronics
9 4 (1.75%) French Language
9 4 (1.75%) German Language
9 4 (1.75%) Italian Language
9 4 (1.75%) Spanish Language
10 3 (1.32%) Manufacturing
11 2 (0.88%) iGaming
11 2 (0.88%) Law
11 2 (0.88%) Retail Banking
Job Titles
1 115 (50.44%) Data Scientist
2 68 (29.82%) Analyst
3 39 (17.11%) Senior Data Scientist
4 38 (16.67%) Machine Learning Scientist
5 31 (13.60%) Data Analyst
6 27 (11.84%) Insight Analyst
7 14 (6.14%) SAS Analyst
8 13 (5.70%) Data Engineer
8 13 (5.70%) Junior
9 12 (5.26%) SQL Analyst
9 12 (5.26%) SQL Data Analyst
10 11 (4.82%) Developer
11 9 (3.95%) Campaign Analyst
11 9 (3.95%) Excel Analyst
12 8 (3.51%) Customer Analyst
12 8 (3.51%) Customer Insight Analyst
12 8 (3.51%) Senior Analyst
13 7 (3.07%) Junior Data Scientist
13 7 (3.07%) Marketing Analyst
13 7 (3.07%) Scala Developer
Libraries, Frameworks & Software Standards
1 22 (9.65%) Natural Language Processing
2 12 (5.26%) scikit-learn
3 10 (4.39%) Web Services
4 5 (2.19%) D3.js
5 4 (1.75%) NumPy
5 4 (1.75%) Pandas
6 3 (1.32%) SciPy
6 3 (1.32%) SparkR
7 1 (0.44%) .NET
7 1 (0.44%) AngularJS
7 1 (0.44%) Hibernate
7 1 (0.44%) HTML
7 1 (0.44%) Middleware
7 1 (0.44%) Node.js
7 1 (0.44%) React
7 1 (0.44%) Spring
7 1 (0.44%) Struts
Miscellaneous
1 98 (42.98%) Statistics
2 89 (39.04%) Analytical Skills
3 87 (38.16%) Mathematics
4 68 (29.82%) Algorithms
5 49 (21.49%) Computer Science
6 36 (15.79%) Visualisation
7 29 (12.72%) Physics
8 15 (6.58%) Neural Network
9 13 (5.70%) Economics
10 12 (5.26%) Artificial Intelligence
11 11 (4.82%) Online Games
11 11 (4.82%) Social Media
12 8 (3.51%) Data Structures
12 8 (3.51%) Mobile App
13 7 (3.07%) Applied Mathematics
13 7 (3.07%) Fintech
13 7 (3.07%) Life Science
14 6 (2.63%) Psychology
15 5 (2.19%) Credit Risk
16 3 (1.32%) Social Network
Operating Systems
1 5 (2.19%) Linux
2 4 (1.75%) Unix
Processes & Methodologies
1 167 (73.25%) Analytics
2 139 (60.96%) Machine Learning
3 90 (39.47%) Data Analytics
4 48 (21.05%) Statistical Analysis
5 39 (17.11%) Business Intelligence
5 39 (17.11%) Data Analysis
6 33 (14.47%) Operations Research
7 32 (14.04%) Big Data Analytics
8 31 (13.60%) Predictive Analytics
9 28 (12.28%) Actionable Insight
10 27 (11.84%) Statistical Modelling
11 20 (8.77%) E-Commerce
12 19 (8.33%) Agile Software Development
12 19 (8.33%) Customer Segmentation
13 18 (7.89%) Data Visualisation
13 18 (7.89%) Marketing Analytics
14 17 (7.46%) Campaign Analysis
15 16 (7.02%) Data Munging
15 16 (7.02%) MapReduce
16 15 (6.58%) Customer Insight
Programming Languages
1 176 (77.19%) SQL
2 139 (60.96%) Python
3 90 (39.47%) R
4 55 (24.12%) Java
5 33 (14.47%) MATLAB
6 26 (11.40%) Scala
7 18 (7.89%) VBA
8 17 (7.46%) C++
9 12 (5.26%) Clojure
9 12 (5.26%) Ruby
10 7 (3.07%) Go
11 6 (2.63%) C
12 5 (2.19%) Julia
13 4 (1.75%) Shell Script
13 4 (1.75%) VB
14 3 (1.32%) Perl
15 1 (0.44%) Haskell
15 1 (0.44%) PHP
Qualifications
1 86 (37.72%) Degree
2 60 (26.32%) PhD
3 2 (0.88%) Security Cleared
4 1 (0.44%) CIMA
4 1 (0.44%) Postgraduate
4 1 (0.44%) SC Cleared
Quality Assurance & Compliance
1 3 (1.32%) Data Quality
2 1 (0.44%) Actionable Recommendations
2 1 (0.44%) QA
System Software
1 7 (3.07%) Docker
Systems Management
1 1 (0.44%) Puppet
Vendors
1 27 (11.84%) Tableau
2 22 (9.65%) Google
3 13 (5.70%) MicroStrategy
4 11 (4.82%) Netezza
5 9 (3.95%) Oracle
6 8 (3.51%) Facebook
7 6 (2.63%) SAP
8 5 (2.19%) Alteryx
9 4 (1.75%) Pega
10 2 (0.88%) IBM
10 2 (0.88%) MapR
10 2 (0.88%) Microsoft
10 2 (0.88%) Siebel
11 1 (0.44%) Adobe
11 1 (0.44%) comScore
11 1 (0.44%) Informatica
11 1 (0.44%) MuleSoft
11 1 (0.44%) Omniture
11 1 (0.44%) RapidMiner
11 1 (0.44%) Talend
London
Capita Resourcing - IT Resourcing
Salary: £35000 - £45000 per annum + Benefits package
Posted: 2 days ago
London
Colston Consulting
Salary: £80000 - £100000 per annum
Posted: 4 days ago
London
Colston Consulting
Salary: £45000 - £55000 per annum
Posted: 4 days ago
London
McGregor Boyall
Salary: £65000 - £75000 per annum
Posted: 3 days ago
London
iKas International
Salary: £65000 - £80000 per annum + bonus
Posted: 11 days ago
London
HFG
Salary: £100000 - £150000 per annum
Posted: 23 days ago