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 25 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Sep 2016
Same period 2015 Same period 2014
Statistical Modelling
Rank 520 555 602
Rank change year-on-year
+35 +47
Permanent jobs citing Statistical Modelling 97 110 64
As % of all permanent IT jobs located in London 0.26% 0.25% 0.14%
As % of the Processes & Methodologies category 0.29% 0.28% 0.16%
Number of salaries quoted 85 95 55
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 £33,700 £36,500
10% offered a salary of more than £98,000 £77,500 £94,000
UK excluding London median salary £40,000 £37,500 £39,500
% change year-on-year
+6.66% -5.06%
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
33910 38985 39744
As % of all permanent IT jobs located in London 89.82% 88.27% 86.79%
Number of salaries quoted 29326 32907 32689
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 £38,000 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
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 25 September 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 25 September 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 +58 16 £55,000 +57.14% 5
Feltham - 2 £41,750 -
Statistical Modelling
England

Statistical Modelling
Top 30 Related IT Skills in London

For the 6 months to 25 September 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.

1 126 (57.01%) Python
2 123 (55.66%) Analytics
3 108 (48.87%) Degree
4 91 (41.18%) Machine Learning
5 90 (40.72%) Analytical Skills
6 84 (38.01%) SQL
7 79 (35.75%) R
8 75 (33.94%) Marketing
9 73 (33.03%) Java
10 72 (32.58%) Mathematics
11 66 (29.86%) Statistics
12 63 (28.51%) Apache Spark
13 61 (27.60%) Visualisation
14 58 (26.24%) Big Data
15 55 (24.89%) Data Mining
16 54 (24.43%) Hadoop
17 52 (23.53%) Computer Science
18 51 (23.08%) Finance
19 49 (22.17%) Algorithms
20 45 (20.36%) SAS
21 38 (17.19%) PhD
22 37 (16.74%) NoSQL
23 36 (16.29%) Data Analytics
24 35 (15.84%) Data Visualisation
25 34 (15.38%) Business Intelligence
26 33 (14.93%) C++
27 29 (13.12%) Data Modelling
28 28 (12.67%) MATLAB
29 25 (11.31%) Microsoft
29 25 (11.31%) Predictive Modelling

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 63 (28.51%) Apache Spark
2 45 (20.36%) SAS
3 16 (7.24%) Apache
4 1 (0.45%) Apache Pig
4 1 (0.45%) Elasticsearch
Applications
1 23 (10.41%) SPSS
2 12 (5.43%) MS Excel
3 6 (2.71%) MS Office
4 4 (1.81%) Gephi
5 3 (1.36%) Stata
6 1 (0.45%) Mathematica
6 1 (0.45%) MS PowerPoint
6 1 (0.45%) Spreadsheet
Business Applications
1 7 (3.17%) FastStats
2 3 (1.36%) SAP Oil and Gas
3 1 (0.45%) Cognos TM1
3 1 (0.45%) Oracle Financials
Cloud Services
1 13 (5.88%) Amazon AWS
2 11 (4.98%) Amazon EC2
3 9 (4.07%) Cloud Computing
4 8 (3.62%) Amazon S3
4 8 (3.62%) Google Cloud Platform
4 8 (3.62%) Microsoft Azure
5 3 (1.36%) Amazon EMR
6 2 (0.90%) SmartFocus
7 1 (0.45%) Google Analytics
Communications & Networking
1 8 (3.62%) 3G
1 8 (3.62%) 4G
1 8 (3.62%) HSPA
1 8 (3.62%) LTE
1 8 (3.62%) Wi-Fi
2 6 (2.71%) Internet
Database & Business Intelligence
1 58 (26.24%) Big Data
2 55 (24.89%) Data Mining
3 54 (24.43%) Hadoop
4 37 (16.74%) NoSQL
5 20 (9.05%) Amazon Redshift
6 19 (8.60%) PostgreSQL
6 19 (8.60%) SQL Server
6 19 (8.60%) Text Mining
7 18 (8.14%) Data Warehouse
7 18 (8.14%) Relational Database
8 11 (4.98%) Apache Cassandra
8 11 (4.98%) RDBMS
8 11 (4.98%) Redis
9 9 (4.07%) Looker
9 9 (4.07%) SQL Server Reporting Services
10 8 (3.62%) MySQL
10 8 (3.62%) QlikView
11 6 (2.71%) Base SAS
11 6 (2.71%) Impala
11 6 (2.71%) Spark SQL
Development Applications
1 1 (0.45%) Team Foundation Server
General
1 75 (33.94%) Marketing
2 51 (23.08%) Finance
3 20 (9.05%) Telecoms
4 12 (5.43%) Advertising
4 12 (5.43%) Banking
4 12 (5.43%) Retail
5 10 (4.52%) Games
6 3 (1.36%) Billing
6 3 (1.36%) Electronics
6 3 (1.36%) French Language
6 3 (1.36%) Law
6 3 (1.36%) Manufacturing
7 2 (0.90%) Automotive
7 2 (0.90%) German Language
8 1 (0.45%) Legal
8 1 (0.45%) Spanish Language
Job Titles
1 72 (32.58%) Analyst
2 70 (31.67%) Data Scientist
3 30 (13.57%) Data Analyst
4 22 (9.95%) Developer
5 15 (6.79%) Consultant
6 14 (6.33%) Insight Analyst
7 13 (5.88%) Data Engineer
8 12 (5.43%) Business Analyst
9 11 (4.98%) SAS Analyst
9 11 (4.98%) Senior Data Scientist
10 10 (4.52%) Data Consultant
10 10 (4.52%) Insurance Business Analyst
11 9 (4.07%) Java Engineer
11 9 (4.07%) Quantitative Developer
11 9 (4.07%) SAS Insight Analyst
11 9 (4.07%) SPSS Analyst
12 8 (3.62%) Architect
12 8 (3.62%) Hadoop Engineer
12 8 (3.62%) Machine Learning Engineer
12 8 (3.62%) Statistical Analyst
Libraries, Frameworks & Software Standards
1 14 (6.33%) scikit-learn
2 7 (3.17%) .NET
2 7 (3.17%) Pandas
3 6 (2.71%) Kafka
4 5 (2.26%) D3.js
5 4 (1.81%) LAMP
5 4 (1.81%) Node.js
6 3 (1.36%) OpenCV
6 3 (1.36%) TensorFlow
6 3 (1.36%) Theano
6 3 (1.36%) Web Services
7 2 (0.90%) Natural Language Processing
7 2 (0.90%) NumPy
8 1 (0.45%) ELK Stack
Miscellaneous
1 90 (40.72%) Analytical Skills
2 72 (32.58%) Mathematics
3 66 (29.86%) Statistics
4 61 (27.60%) Visualisation
5 52 (23.53%) Computer Science
6 49 (22.17%) Algorithms
7 25 (11.31%) Artificial Intelligence
7 25 (11.31%) Economics
8 15 (6.79%) Physics
9 13 (5.88%) Data Structures
10 8 (3.62%) Public Cloud
11 7 (3.17%) Hedge funds
11 7 (3.17%) Neural Network
12 6 (2.71%) Xbox
13 5 (2.26%) Life Science
14 4 (1.81%) Replication
15 3 (1.36%) Credit Risk
15 3 (1.36%) Equities
16 2 (0.90%) FMCG
16 2 (0.90%) User Experience
Operating Systems
1 18 (8.14%) Linux
2 6 (2.71%) Unix
Processes & Methodologies
1 123 (55.66%) Analytics
2 91 (41.18%) Machine Learning
3 36 (16.29%) Data Analytics
4 35 (15.84%) Data Visualisation
5 34 (15.38%) Business Intelligence
6 29 (13.12%) Data Modelling
7 25 (11.31%) Predictive Modelling
8 24 (10.86%) Software Engineering
9 22 (9.95%) Customer Insight
10 21 (9.50%) Agile Software Development
10 21 (9.50%) Data Analysis
11 18 (8.14%) Actionable Insight
11 18 (8.14%) Information Retrieval
12 17 (7.69%) E-Commerce
12 17 (7.69%) Project Management
13 16 (7.24%) Bayesian Methods
14 15 (6.79%) OO
14 15 (6.79%) Statistical Analysis
15 12 (5.43%) Linear Regression
16 11 (4.98%) DevOps
Programming Languages
1 126 (57.01%) Python
2 84 (38.01%) SQL
3 79 (35.75%) R
4 73 (33.03%) Java
5 33 (14.93%) C++
6 28 (12.67%) MATLAB
7 25 (11.31%) Scala
8 19 (8.60%) VBA
9 10 (4.52%) JavaScript
10 8 (3.62%) C#
11 7 (3.17%) Bash Shell
11 7 (3.17%) Perl
12 4 (1.81%) Go
12 4 (1.81%) Shell Script
12 4 (1.81%) T-SQL
13 2 (0.90%) Julia
14 1 (0.45%) C
14 1 (0.45%) Haskell
14 1 (0.45%) SAS Macro
Qualifications
1 108 (48.87%) Degree
2 38 (17.19%) PhD
3 3 (1.36%) BPSS Clearance
4 2 (0.90%) Postgraduate
4 2 (0.90%) Security Cleared
5 1 (0.45%) MBA
Quality Assurance & Compliance
1 6 (2.71%) Data Quality
1 6 (2.71%) QA
System Software
1 10 (4.52%) Docker
2 6 (2.71%) Apache ZooKeeper
3 1 (0.45%) HDFS
Systems Management
1 6 (2.71%) Opscode Chef
2 1 (0.45%) Kibana
2 1 (0.45%) logstash
Vendors
1 25 (11.31%) Microsoft
2 24 (10.86%) Tableau
3 10 (4.52%) MicroStrategy
4 9 (4.07%) Google
4 9 (4.07%) Netezza
4 9 (4.07%) Vertica
5 7 (3.17%) Cognos
6 6 (2.71%) Oracle
7 5 (2.26%) SAP
8 3 (1.36%) Sybase
9 2 (0.90%) Adobe
10 1 (0.45%) Clarabridge
10 1 (0.45%) Cloudera
10 1 (0.45%) Dell
10 1 (0.45%) Hyperion
10 1 (0.45%) IBM
10 1 (0.45%) Minitab
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