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 average salaries offered in IT jobs that have cited Predictive Modelling over the 3 months to 11 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
11 Feb 2016
Same period 2015 Same period 2014
Predictive Modeling
Rank 531 540 598
Rank change year-on-year
+9 +58
Permanent jobs citing Predictive Modelling 114 113 55
As % of all permanent IT jobs located in London 0.28% 0.27% 0.13%
As % of the Processes & Methodologies category 0.32% 0.32% 0.15%
Number of salaries quoted 101 92 46
Average salary £62,500 £58,750 £61,250
Average salary % change year-on-year
+6.38% -4.08%
90% offered a salary of more than £40,000 £35,000 £42,500
10% offered a salary of more than £85,000 £70,000 £95,000
UK excluding London average salary £50,000 £42,500 £42,887
% change year-on-year
+17.64% -0.90%
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
35920 35617 37447
As % of all permanent IT jobs located in London 87.84% 85.70% 86.54%
Number of salaries quoted 30668 29923 30305
Average salary £57,500 £55,000 £55,000
Average salary % change year-on-year
+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 £80,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Predictive Modelling
Jobs Demand Trend in London

This chart provides a 3-month moving total of permanent IT jobs citing Predictive Modelling across the London region as a proportion of the total demand within 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 11 February 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 average salaries quoted in IT jobs citing Predictive Modelling within the London region over the 3 months to 11 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +35 2 £42,000 +12.00% 10
Predictive Modelling
England

Predictive Modelling
Top 30 Related IT Skills in London

For the 6 months to 11 February 2016, IT jobs across the London region citing Predictive Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Predictive Modelling.

1 161 (75.59%) Analytics
2 144 (67.61%) R
3 126 (59.15%) SQL
4 111 (52.11%) Statistics
5 110 (51.64%) Python
6 101 (47.42%) Mathematics
6 101 (47.42%) Machine Learning
7 93 (43.66%) Hadoop
8 90 (42.25%) Big Data
9 89 (41.78%) Analytical Skills
10 88 (41.31%) Degree
11 87 (40.85%) Computer Science
12 84 (39.44%) Marketing
12 84 (39.44%) SAS
13 77 (36.15%) Finance
14 70 (32.86%) Java
15 63 (29.58%) Algorithms
16 53 (24.88%) Statistical Analysis
17 52 (24.41%) MATLAB
18 50 (23.47%) Data Mining
19 49 (23.00%) Predictive Analytics
20 47 (22.07%) Business Intelligence
20 47 (22.07%) PhD
21 43 (20.19%) Visualisation
22 42 (19.72%) Data Analytics
23 40 (18.78%) Apache Spark
24 34 (15.96%) NoSQL
25 32 (15.02%) Operations Research
26 31 (14.55%) Scala
26 31 (14.55%) Apache Pig

Predictive Modelling
Top Related IT Skills in London by Category

For the 6 months to 11 February 2016, IT jobs across the London region citing Predictive Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Predictive Modelling. Up to 20 skills are shown per category.

Application Platforms
1 84 (39.44%) SAS
2 40 (18.78%) Apache Spark
3 31 (14.55%) Apache Pig
4 4 (1.88%) Apache Solr
5 3 (1.41%) Elasticsearch
6 2 (0.94%) Apache
6 2 (0.94%) IPython
6 2 (0.94%) OpenStack
6 2 (0.94%) SharePoint
7 1 (0.47%) CMS
Applications
1 18 (8.45%) MS PowerPoint
2 16 (7.51%) SPSS
3 12 (5.63%) MS Excel
3 12 (5.63%) S-PLUS
4 3 (1.41%) MS Office
5 1 (0.47%) Spreadsheet
5 1 (0.47%) Weka
Business Applications
1 2 (0.94%) SAP Oil and Gas
2 1 (0.47%) FastStats
Cloud Services
1 14 (6.57%) Amazon AWS
2 8 (3.76%) Microsoft Azure
3 7 (3.29%) Amazon EC2
3 7 (3.29%) Amazon S3
4 5 (2.35%) Google Analytics
5 4 (1.88%) Amazon EMR
6 2 (0.94%) Amazon ELB
6 2 (0.94%) AWS Elastic Beanstalk
6 2 (0.94%) Google Apps
6 2 (0.94%) IaaS
7 1 (0.47%) AdWords
7 1 (0.47%) Azure Machine Learning
7 1 (0.47%) Cloud Computing
Communications & Networking
1 12 (5.63%) WebEx
2 11 (5.16%) Internet
Database & Business Intelligence
1 93 (43.66%) Hadoop
2 90 (42.25%) Big Data
3 50 (23.47%) Data Mining
4 34 (15.96%) NoSQL
5 28 (13.15%) Apache Hive
6 25 (11.74%) SQL Server
7 17 (7.98%) Relational Database
8 14 (6.57%) MySQL
8 14 (6.57%) Text Mining
9 12 (5.63%) Data Warehouse
9 12 (5.63%) Mahout
10 10 (4.69%) Apache Cassandra
11 8 (3.76%) MongoDB
12 6 (2.82%) Spotfire
13 5 (2.35%) GIS
13 5 (2.35%) PostgreSQL
14 4 (1.88%) Impala
14 4 (1.88%) Neo4j
15 3 (1.41%) Amazon Redshift
15 3 (1.41%) Flink
General
1 84 (39.44%) Marketing
2 77 (36.15%) Finance
3 26 (12.21%) Retail
4 22 (10.33%) Banking
5 14 (6.57%) Games
6 7 (3.29%) Advertising
6 7 (3.29%) Pharmaceutical
7 6 (2.82%) Publishing
8 5 (2.35%) Manufacturing
9 4 (1.88%) Law
10 3 (1.41%) Electronics
10 3 (1.41%) Legal
10 3 (1.41%) Online Betting
10 3 (1.41%) Retail Banking
10 3 (1.41%) Telecoms
11 2 (0.94%) Front Office
11 2 (0.94%) Investment Banking
12 1 (0.47%) Multimedia
Job Titles
1 90 (42.25%) Data Scientist
2 57 (26.76%) Analyst
3 26 (12.21%) Data Analyst
3 26 (12.21%) Senior Data Scientist
4 19 (8.92%) Consultant
5 16 (7.51%) Senior Analyst
5 16 (7.51%) SQL Analyst
6 15 (7.04%) Machine Learning Scientist
7 12 (5.63%) Presales Consultant
8 11 (5.16%) Insight Analyst
9 10 (4.69%) Big Data Engineer
9 10 (4.69%) SAS Analyst
9 10 (4.69%) SQL Data Analyst
10 8 (3.76%) Hadoop Engineer
10 8 (3.76%) Java Consultant
10 8 (3.76%) SAS Insight Analyst
10 8 (3.76%) Senior SAS Analyst
11 7 (3.29%) Machine Learning Engineer
11 7 (3.29%) Quantitative Analyst
11 7 (3.29%) Senior Insight Analyst
Libraries, Frameworks & Software Standards
1 14 (6.57%) MLlib
2 13 (6.10%) .NET
2 13 (6.10%) HTML
3 12 (5.63%) .NET Framework
3 12 (5.63%) HTML5
4 10 (4.69%) Pandas
4 10 (4.69%) RHadoop
5 9 (4.23%) Natural Language Processing
6 8 (3.76%) SciPy
7 7 (3.29%) scikit-learn
8 5 (2.35%) Kafka
9 2 (0.94%) MDX
9 2 (0.94%) Web Services
10 1 (0.47%) Boost C++ Libraries
10 1 (0.47%) STL
10 1 (0.47%) Theano
Miscellaneous
1 111 (52.11%) Statistics
2 101 (47.42%) Mathematics
3 89 (41.78%) Analytical Skills
4 87 (40.85%) Computer Science
5 63 (29.58%) Algorithms
6 43 (20.19%) Visualisation
7 25 (11.74%) Applied Mathematics
8 21 (9.86%) Economics
9 18 (8.45%) Artificial Intelligence
10 17 (7.98%) Physics
11 11 (5.16%) Digital Media
12 7 (3.29%) Management Information System
13 5 (2.35%) Life Science
13 5 (2.35%) Neural Network
14 4 (1.88%) Clustering
14 4 (1.88%) Credit Risk
14 4 (1.88%) User Experience
15 3 (1.41%) Enterprise Software
15 3 (1.41%) Online Games
15 3 (1.41%) Tandem
Operating Systems
1 17 (7.98%) Linux
2 5 (2.35%) Unix
2 5 (2.35%) Windows
3 4 (1.88%) Windows Server
4 2 (0.94%) Ubuntu
Processes & Methodologies
1 161 (75.59%) Analytics
2 101 (47.42%) Machine Learning
3 53 (24.88%) Statistical Analysis
4 49 (23.00%) Predictive Analytics
5 47 (22.07%) Business Intelligence
6 42 (19.72%) Data Analytics
7 32 (15.02%) Operations Research
8 30 (14.08%) Data Analysis
9 28 (13.15%) Agile Software Development
10 26 (12.21%) Data Modelling
11 23 (10.80%) Data Visualisation
12 21 (9.86%) Quantitative Analysis
12 21 (9.86%) Statistical Modelling
13 20 (9.39%) Big Data Analytics
14 19 (8.92%) Business Analysis
14 19 (8.92%) E-Commerce
14 19 (8.92%) Open Source
15 17 (7.98%) CRM
16 16 (7.51%) Presales
17 15 (7.04%) Data Management
Programming Languages
1 144 (67.61%) R
2 126 (59.15%) SQL
3 110 (51.64%) Python
4 70 (32.86%) Java
5 52 (24.41%) MATLAB
6 31 (14.55%) Scala
7 27 (12.68%) C#
8 22 (10.33%) Perl
9 20 (9.39%) C
10 15 (7.04%) Ruby
11 14 (6.57%) JavaScript
12 13 (6.10%) Clojure
13 11 (5.16%) C++
14 9 (4.23%) Shell Script
15 8 (3.76%) VBA
16 2 (0.94%) Go
16 2 (0.94%) HiveQL
16 2 (0.94%) PHP
16 2 (0.94%) T-SQL
17 1 (0.47%) SAS Macro
Qualifications
1 88 (41.31%) Degree
2 47 (22.07%) PhD
Quality Assurance & Compliance
1 13 (6.10%) Data Quality
System Software
1 2 (0.94%) Active Directory
1 2 (0.94%) KVM
1 2 (0.94%) LXC
Systems Management
1 7 (3.29%) EMC NetWorker
2 2 (0.94%) FreeIPA
Vendors
1 23 (10.80%) Tableau
2 20 (9.39%) Oracle
3 19 (8.92%) Microsoft
4 12 (5.63%) Actian
4 12 (5.63%) RapidMiner
5 8 (3.76%) Google
6 6 (2.82%) Netezza
7 5 (2.35%) Mapinfo
8 3 (1.41%) Informatica
8 3 (1.41%) MicroStrategy
8 3 (1.41%) Trillium
9 2 (0.94%) Cognos
9 2 (0.94%) Hortonworks
9 2 (0.94%) Red Hat
9 2 (0.94%) SAP
9 2 (0.94%) Twitter
10 1 (0.47%) Facebook
10 1 (0.47%) Omniture
10 1 (0.47%) Verint
10 1 (0.47%) WorldPay
City, London
Hays Finance Technology
Salary: £20000.00 - £50000.00 per annum
Posted: 11 hours ago
London
Oldbury Howard Limited
Salary: benefits
Posted: 11 hours ago
London
Empiric.com
Posted: 15 hours ago
London
Optimus Search
Posted: Yesterday
London
Burns Sheehan
Salary: £45000 - £50000 per annum + Benefits
Posted: Yesterday
London
Parallel Consulting
Salary: £45000 - £65000 per annum + benefits
Posted: Yesterday
City, London
Hays Finance Technology
Salary: £29000.00 - £45000.00 per annum
Posted: 2 days ago
Central London / West End
ANSON MCCADE
Salary: £35,000 - £70,000 + strong package
Posted: 2 days ago
City, London
E-synergy Solutions
Salary: £60000 - £70000 per annum + bonuses and benefits
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £45000 - £85000 per annum
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £65000 - £75000 per annum
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £45000 - £70000 per annum
Posted: 2 days ago
City of London
Eligo Recruitment
Salary: £50000 - £80000 per annum + benefits and bonus
Posted: 3 days ago
Dagenham, Essex
Searchability
Salary: £40000 per annum
Posted: 3 days ago
London
Harrington Starr
Salary: £50000 - £60000 per annum + Benefits + Bonus
Posted: 6 days ago
City, London
ConSol Partners
Salary: From £80,000 to £120,000 per annum
Posted: 6 days ago
London
Salt
Salary: £85000 - £100000 per annum + Excellent Benefits & Bonus
Posted: 6 days ago
London
People Source Consulting
Salary: £55000 - £70000 per annum + bonus, shares
Posted: 9 days ago
London
Arrows Group Ltd
Salary: £37000 - £43000 per annum + bonus and benefits
Posted: 9 days ago
London
Churchill Frank International
Salary: £45000 - £60000 per annum + benefits package, bonus, allowances
Posted: 13 days ago
City of London
Churchill Frank International
Salary: £55000 - £65000 per annum + Benefits
Posted: 16 days ago
London
Hays London City Cheapside
Salary: £28000.00 - £30000.00 per annum
Posted: 17 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 20 days ago