The table below looks at the statistics for Statistical Modelling skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Statistical Modelling over the 3 months to 29 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Aug 2016
Same period 2015 Same period 2014
Statistical Modelling
Rank 530 549 590
Rank change year-on-year
+19 +41
Permanent jobs citing Statistical Modelling 98 116 81
As % of all permanent IT jobs located in London 0.25% 0.27% 0.17%
As % of the Processes & Methodologies category 0.28% 0.30% 0.20%
Number of salaries quoted 89 95 67
Median salary £57,500 £55,000 £50,000
Median salary % change year-on-year
+4.54% +10.00%
90% offered a salary of more than £35,000 £32,500 £32,000
10% offered a salary of more than £95,000 £90,000 £70,000
UK excluding London median salary £40,000 £40,000 £36,250
% change year-on-year
- +10.34%
Statistical 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
35258 38275 40938
As % of all permanent IT jobs located in London 89.86% 88.26% 87.04%
Number of salaries quoted 30550 32260 33760
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 £37,620 £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%

Statistical Modelling
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Statistical Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Statistical Modelling Jobs Demand Trend in London

Statistical Modelling
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Statistical Modelling across the London region.

Statistical Modelling Salary Trend in London

Statistical Modelling
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Statistical Modelling across the London region over the 3 months to 29 August 2016.

Statistical Modelling Salary Histogram in London

Statistical 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 Statistical Modelling within the London region over the 3 months to 29 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 +48 22 £55,000 +57.14% 3
Feltham - 2 £41,750 -
Statistical Modelling
England

Statistical Modelling
Top 30 Related IT Skills in London

For the 6 months to 29 August 2016, IT jobs citing Statistical 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 Statistical Modelling.

1 140 (56.68%) Python
2 128 (51.82%) Analytics
3 112 (45.34%) Degree
4 110 (44.53%) Analytical Skills
5 101 (40.89%) Machine Learning
6 95 (38.46%) SQL
7 83 (33.60%) R
8 81 (32.79%) Mathematics
9 80 (32.39%) Java
10 79 (31.98%) Marketing
11 75 (30.36%) Statistics
12 67 (27.13%) Finance
13 66 (26.72%) Computer Science
14 65 (26.32%) Apache Spark
15 62 (25.10%) Big Data
15 62 (25.10%) Visualisation
15 62 (25.10%) Data Mining
16 57 (23.08%) Hadoop
17 49 (19.84%) Algorithms
18 46 (18.62%) SAS
19 43 (17.41%) PhD
20 41 (16.60%) C++
20 41 (16.60%) Business Intelligence
21 40 (16.19%) NoSQL
22 37 (14.98%) Data Modelling
23 36 (14.57%) Data Analytics
24 35 (14.17%) Data Visualisation
25 34 (13.77%) Microsoft
26 32 (12.96%) Data Warehouse
27 31 (12.55%) SPSS

Statistical 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 65 (26.32%) Apache Spark
2 46 (18.62%) SAS
3 20 (8.10%) Apache
4 3 (1.21%) SharePoint
5 1 (0.40%) Apache Pig
5 1 (0.40%) Elasticsearch
Applications
1 31 (12.55%) SPSS
2 22 (8.91%) MS Excel
3 6 (2.43%) MS Office
4 5 (2.02%) Stata
5 4 (1.62%) Gephi
5 4 (1.62%) MS PowerPoint
6 2 (0.81%) Spreadsheet
Business Applications
1 7 (2.83%) FastStats
2 3 (1.21%) SAP Oil and Gas
3 1 (0.40%) Cognos TM1
Cloud Services
1 13 (5.26%) Amazon AWS
2 11 (4.45%) Amazon EC2
3 9 (3.64%) Cloud Computing
4 8 (3.24%) Amazon S3
4 8 (3.24%) Google Cloud Platform
4 8 (3.24%) Microsoft Azure
5 3 (1.21%) Amazon EMR
6 2 (0.81%) Google Analytics
6 2 (0.81%) SmartFocus
Communications & Networking
1 8 (3.24%) 3G
1 8 (3.24%) 4G
1 8 (3.24%) HSPA
1 8 (3.24%) LTE
1 8 (3.24%) Wi-Fi
2 7 (2.83%) Internet
3 1 (0.40%) BGP
3 1 (0.40%) DNS
Database & Business Intelligence
1 62 (25.10%) Big Data
1 62 (25.10%) Data Mining
2 57 (23.08%) Hadoop
3 40 (16.19%) NoSQL
4 32 (12.96%) Data Warehouse
5 29 (11.74%) SQL Server
6 20 (8.10%) SQL Server Reporting Services
7 19 (7.69%) PostgreSQL
7 19 (7.69%) Relational Database
8 18 (7.29%) Amazon Redshift
9 17 (6.88%) Text Mining
10 12 (4.86%) QlikView
11 11 (4.45%) Apache Cassandra
11 11 (4.45%) RDBMS
11 11 (4.45%) Redis
12 10 (4.05%) SQL Server Integration Services
13 9 (3.64%) MySQL
14 8 (3.24%) Base SAS
15 7 (2.83%) Looker
16 6 (2.43%) SQL Server Analysis Services
Development Applications
1 7 (2.83%) Team Foundation Server
2 3 (1.21%) Visual Studio
General
1 79 (31.98%) Marketing
2 67 (27.13%) Finance
3 23 (9.31%) Telecoms
4 13 (5.26%) Advertising
4 13 (5.26%) Retail
5 12 (4.86%) Banking
6 8 (3.24%) Games
7 4 (1.62%) Billing
7 4 (1.62%) Legal
7 4 (1.62%) Manufacturing
8 3 (1.21%) Electronics
8 3 (1.21%) French Language
8 3 (1.21%) Law
9 2 (0.81%) Automotive
9 2 (0.81%) German Language
10 1 (0.40%) Spanish Language
Job Titles
1 86 (34.82%) Analyst
2 78 (31.58%) Data Scientist
3 31 (12.55%) Data Analyst
4 28 (11.34%) Developer
5 19 (7.69%) Business Analyst
6 16 (6.48%) Insight Analyst
7 14 (5.67%) SAS Analyst
7 14 (5.67%) Senior Data Scientist
8 13 (5.26%) Consultant
9 12 (4.86%) Data Engineer
9 12 (4.86%) Insurance Business Analyst
10 11 (4.45%) SAS Insight Analyst
11 10 (4.05%) Java Engineer
11 10 (4.05%) Machine Learning Engineer
11 10 (4.05%) SPSS Analyst
12 9 (3.64%) SQL Developer
12 9 (3.64%) Statistical Analyst
13 8 (3.24%) Business Intelligence Analyst
13 8 (3.24%) Hadoop Engineer
13 8 (3.24%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 15 (6.07%) scikit-learn
2 9 (3.64%) Kafka
3 7 (2.83%) .NET
3 7 (2.83%) Pandas
4 6 (2.43%) D3.js
5 4 (1.62%) LAMP
5 4 (1.62%) Natural Language Processing
5 4 (1.62%) Node.js
5 4 (1.62%) TensorFlow
5 4 (1.62%) Theano
6 3 (1.21%) OpenCV
6 3 (1.21%) Web Services
7 2 (0.81%) NumPy
8 1 (0.40%) ELK Stack
8 1 (0.40%) MDX
Miscellaneous
1 110 (44.53%) Analytical Skills
2 81 (32.79%) Mathematics
3 75 (30.36%) Statistics
4 66 (26.72%) Computer Science
5 62 (25.10%) Visualisation
6 49 (19.84%) Algorithms
7 28 (11.34%) Artificial Intelligence
7 28 (11.34%) Economics
8 17 (6.88%) Physics
9 14 (5.67%) Data Structures
10 9 (3.64%) Neural Network
11 8 (3.24%) Public Cloud
12 6 (2.43%) Credit Risk
12 6 (2.43%) Hedge funds
13 5 (2.02%) Life Science
13 5 (2.02%) Management Information System
14 4 (1.62%) Replication
14 4 (1.62%) Xbox
15 3 (1.21%) Equities
15 3 (1.21%) User Experience
Operating Systems
1 17 (6.88%) Linux
2 7 (2.83%) Unix
Processes & Methodologies
1 128 (51.82%) Analytics
2 101 (40.89%) Machine Learning
3 41 (16.60%) Business Intelligence
4 37 (14.98%) Data Modelling
5 36 (14.57%) Data Analytics
6 35 (14.17%) Data Visualisation
7 27 (10.93%) Predictive Modelling
8 25 (10.12%) Data Analysis
9 24 (9.72%) Customer Insight
9 24 (9.72%) Software Engineering
10 20 (8.10%) Agile Software Development
11 19 (7.69%) Bayesian Methods
12 18 (7.29%) OO
13 17 (6.88%) Actionable Insight
13 17 (6.88%) E-Commerce
13 17 (6.88%) Information Retrieval
14 14 (5.67%) CHAID
14 14 (5.67%) DevOps
15 13 (5.26%) Microservices
15 13 (5.26%) Statistical Analysis
Programming Languages
1 140 (56.68%) Python
2 95 (38.46%) SQL
3 83 (33.60%) R
4 80 (32.39%) Java
5 41 (16.60%) C++
6 31 (12.55%) MATLAB
7 30 (12.15%) Scala
8 26 (10.53%) VBA
9 13 (5.26%) C#
10 11 (4.45%) JavaScript
11 7 (2.83%) Bash Shell
12 6 (2.43%) Julia
12 6 (2.43%) Perl
12 6 (2.43%) T-SQL
13 4 (1.62%) Go
13 4 (1.62%) Shell Script
14 3 (1.21%) C
14 3 (1.21%) Haskell
14 3 (1.21%) SAS Macro
15 1 (0.40%) Ruby
Qualifications
1 112 (45.34%) Degree
2 43 (17.41%) PhD
3 6 (2.43%) BPSS Clearance
4 4 (1.62%) CBAP
4 4 (1.62%) ISEB
5 2 (0.81%) MBA
5 2 (0.81%) Postgraduate
5 2 (0.81%) Security Cleared
Quality Assurance & Compliance
1 10 (4.05%) Data Quality
2 6 (2.43%) QA
3 1 (0.40%) SLA
System Software
1 15 (6.07%) Docker
2 9 (3.64%) Apache ZooKeeper
3 1 (0.40%) HDFS
Systems Management
1 9 (3.64%) Opscode Chef
2 1 (0.40%) Kibana
2 1 (0.40%) logstash
Vendors
1 34 (13.77%) Microsoft
2 21 (8.50%) Tableau
3 10 (4.05%) Google
4 9 (3.64%) MicroStrategy
5 7 (2.83%) Cognos
5 7 (2.83%) Netezza
5 7 (2.83%) Vertica
6 5 (2.02%) Oracle
7 4 (1.62%) SAP
8 3 (1.21%) IBM
8 3 (1.21%) Sybase
9 2 (0.81%) Adobe
10 1 (0.40%) Clarabridge
10 1 (0.40%) Cloudera
10 1 (0.40%) Dell
10 1 (0.40%) Hyperion
10 1 (0.40%) Minitab
London
Initi8 Recruitment
Salary: £50000 - £65000 Per Annum
Posted: 6 days ago
City, London
Networking People
Salary: £30000 - £60000 per annum + Profit Share Scheme + Benefits
Posted: 6 days ago
City of London
Vivid Resourcing
Posted: 12 days ago
London
iKas International
Salary: £65000 - £80000 per annum + bonus
Posted: 14 days ago
London
Client Server
Salary: £90,000 - £120,000+ per year
Posted: 14 days ago
London
HFG
Salary: £100000 - £150000 per annum
Posted: 26 days ago
London
iKas International
Salary: £90000 - £120000 per annum
Posted: 21 days ago
London
Client Server
Salary: £40k to £60k + benefits
Posted: 10 days ago
City, London
Lloyds Banking Group
Posted: 12 days ago
London
Churchill Frank International
Salary: £45000 - £55000 per annum + Great Company Benefits
Posted: 27 days ago