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 19 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Feb 2017
Same period 2016 Same period 2015
Statistical Modelling
England / London
Rank 489 511 520
Rank change year-on-year
+22 +9
Permanent jobs citing Statistical Modelling 89 125 127
As % of all permanent IT jobs located in London 0.27% 0.30% 0.31%
As % of the Processes & Methodologies category 0.30% 0.34% 0.35%
Number of salaries quoted 87 119 110
Median salary £60,000 £59,000 £56,250
Median salary % change year-on-year
+1.69% +4.88%
90% offered a salary of more than £44,000 £38,250 £40,000
10% offered a salary of more than £87,000 £100,000 £85,000
UK excluding London median salary £41,250 £65,000 £45,000
% change year-on-year
-36.53% +44.44%

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
29846 36490 36056
As % of all permanent IT jobs located in London 89.58% 88.69% 86.62%
Number of salaries quoted 25062 31154 30263
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 £40,000 £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 19 February 2017.

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 19 February 2017. 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 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 +38 8 £67,500 +31.70% 1
Statistical Modelling
England

Statistical Modelling
Top 30 Related IT Skills in London

For the 6 months to 19 February 2017, 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.

1 100 (65.79%) Analytics
2 96 (63.16%) Python
3 83 (54.61%) R
4 76 (50.00%) SQL
5 74 (48.68%) Degree
6 72 (47.37%) Machine Learning
7 66 (43.42%) Analytical Skills
8 57 (37.50%) Statistics
9 51 (33.55%) SAS
10 50 (32.89%) Marketing
10 50 (32.89%) Mathematics
11 47 (30.92%) Hadoop
12 46 (30.26%) Algorithms
13 45 (29.61%) Big Data
14 44 (28.95%) Apache Spark
15 42 (27.63%) Computer Science
15 42 (27.63%) Data Mining
16 41 (26.97%) PhD
17 37 (24.34%) Business Intelligence
18 36 (23.68%) Visualisation
19 33 (21.71%) Data Analysis
20 32 (21.05%) Finance
21 30 (19.74%) Tableau
22 28 (18.42%) Data Analytics
22 28 (18.42%) SPSS
23 27 (17.76%) Java
24 24 (15.79%) Data Modelling
25 23 (15.13%) Actionable Insight
26 21 (13.82%) Data Visualisation
26 21 (13.82%) Physics

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 51 (33.55%) SAS
2 44 (28.95%) Apache Spark
3 11 (7.24%) Elasticsearch
4 8 (5.26%) Apache Pig
5 7 (4.61%) Apache
6 5 (3.29%) Apache Airflow
6 5 (3.29%) Luigi
7 2 (1.32%) Tornado
8 1 (0.66%) Jupyter
Applications
1 28 (18.42%) SPSS
2 4 (2.63%) Spreadsheet
3 3 (1.97%) MS Office
4 2 (1.32%) EViews
4 2 (1.32%) MS Excel
4 2 (1.32%) MS PowerPoint
4 2 (1.32%) Stata
5 1 (0.66%) Mathematica
Business Applications
1 1 (0.66%) FastStats
1 1 (0.66%) Oracle Financials
1 1 (0.66%) SAP Oil and Gas
Cloud Services
1 12 (7.89%) Amazon AWS
1 12 (7.89%) Google Analytics
2 1 (0.66%) Adobe Analytics
2 1 (0.66%) Amazon EC2
2 1 (0.66%) Amazon EMR
2 1 (0.66%) Amazon S3
2 1 (0.66%) Cloud Computing
2 1 (0.66%) Google Cloud Platform
2 1 (0.66%) Google Play
2 1 (0.66%) Microsoft Azure
Communications & Networking
1 2 (1.32%) Internet
2 1 (0.66%) SMS
Database & Business Intelligence
1 47 (30.92%) Hadoop
2 45 (29.61%) Big Data
3 42 (27.63%) Data Mining
4 14 (9.21%) Data Warehouse
4 14 (9.21%) NoSQL
5 13 (8.55%) MongoDB
5 13 (8.55%) Neo4j
6 11 (7.24%) Apache Hive
6 11 (7.24%) GIS
6 11 (7.24%) Looker
7 10 (6.58%) Base SAS
7 10 (6.58%) Relational Database
7 10 (6.58%) Text Mining
8 9 (5.92%) SQL Server Integration Services
9 8 (5.26%) Amazon Redshift
9 8 (5.26%) BusinessObjects
9 8 (5.26%) MySQL
10 7 (4.61%) Impala
10 7 (4.61%) PostgreSQL
10 7 (4.61%) SAS EBI
Development Applications
1 3 (1.97%) Git (software)
General
1 50 (32.89%) Marketing
2 32 (21.05%) Finance
3 9 (5.92%) Retail
4 8 (5.26%) Banking
5 7 (4.61%) Games
6 6 (3.95%) Advertising
6 6 (3.95%) Automotive
6 6 (3.95%) Telecoms
7 5 (3.29%) German Language
8 4 (2.63%) Spanish Language
9 2 (1.32%) Billing
10 1 (0.66%) Electronics
10 1 (0.66%) French Language
10 1 (0.66%) Legal
10 1 (0.66%) Manufacturing
10 1 (0.66%) Polish Language
10 1 (0.66%) Publishing
Job Titles
1 61 (40.13%) Data Scientist
2 46 (30.26%) Analyst
3 19 (12.50%) Senior Data Scientist
4 17 (11.18%) Data Analyst
4 17 (11.18%) Senior Analyst
5 12 (7.89%) Data Engineer
6 11 (7.24%) Statistical Analyst
7 10 (6.58%) Consultant
8 9 (5.92%) Insight Analyst
9 8 (5.26%) Business Intelligence Analyst
9 8 (5.26%) Developer
10 7 (4.61%) Data Consultant
10 7 (4.61%) Data Manager
10 7 (4.61%) DevOps Engineer
10 7 (4.61%) Senior Insight Analyst
11 6 (3.95%) Analytics Manager
11 6 (3.95%) Machine Learning Scientist
11 6 (3.95%) SAS Analyst
11 6 (3.95%) SAS Insight Analyst
11 6 (3.95%) Senior SAS Analyst
Libraries, Frameworks & Software Standards
1 12 (7.89%) LAMP
2 9 (5.92%) scikit-learn
3 8 (5.26%) Pandas
4 7 (4.61%) NumPy
5 5 (3.29%) SciPy
6 4 (2.63%) .NET
6 4 (2.63%) D3.js
7 3 (1.97%) Natural Language Processing
8 2 (1.32%) Django
8 2 (1.32%) Flask
8 2 (1.32%) Kafka
9 1 (0.66%) AngularJS
9 1 (0.66%) Celery
9 1 (0.66%) Elastic Stack
9 1 (0.66%) React
9 1 (0.66%) Redux
9 1 (0.66%) Twisted
9 1 (0.66%) Velocity
9 1 (0.66%) Web Services
Miscellaneous
1 66 (43.42%) Analytical Skills
2 57 (37.50%) Statistics
3 50 (32.89%) Mathematics
4 46 (30.26%) Algorithms
5 42 (27.63%) Computer Science
6 36 (23.68%) Visualisation
7 21 (13.82%) Physics
8 14 (9.21%) Economics
9 8 (5.26%) Artificial Intelligence
10 7 (4.61%) Credit Risk
11 6 (3.95%) User Experience
12 5 (3.29%) Data Structures
13 4 (2.63%) Fintech
13 4 (2.63%) Management Information System
14 3 (1.97%) Client/Server
14 3 (1.97%) Hedge funds
14 3 (1.97%) Neural Network
14 3 (1.97%) Xbox
15 2 (1.32%) Digital Media
15 2 (1.32%) Mobile App
Operating Systems
1 17 (11.18%) Linux
2 1 (0.66%) Apple iOS
Processes & Methodologies
1 100 (65.79%) Analytics
2 72 (47.37%) Machine Learning
3 37 (24.34%) Business Intelligence
4 33 (21.71%) Data Analysis
5 28 (18.42%) Data Analytics
6 24 (15.79%) Data Modelling
7 23 (15.13%) Actionable Insight
8 21 (13.82%) Data Visualisation
9 18 (11.84%) Statistical Analysis
10 16 (10.53%) E-Commerce
10 16 (10.53%) ETL
10 16 (10.53%) Web Analytics
11 15 (9.87%) Open Source
11 15 (9.87%) Predictive Modelling
11 15 (9.87%) Stakeholder Management
12 13 (8.55%) CHAID
12 13 (8.55%) Data Management
13 12 (7.89%) Project Management
14 11 (7.24%) Information Retrieval
14 11 (7.24%) Software Engineering
Programming Languages
1 96 (63.16%) Python
2 83 (54.61%) R
3 76 (50.00%) SQL
4 27 (17.76%) Java
5 16 (10.53%) MATLAB
6 13 (8.55%) C++
6 13 (8.55%) Scala
7 9 (5.92%) C#
8 6 (3.95%) VBA
9 1 (0.66%) C
9 1 (0.66%) ES6
9 1 (0.66%) Go
9 1 (0.66%) Haskell
9 1 (0.66%) Julia
9 1 (0.66%) Perl
9 1 (0.66%) Shell Script
Qualifications
1 74 (48.68%) Degree
2 41 (26.97%) PhD
Quality Assurance & Compliance
1 8 (5.26%) Data Quality
System Software
1 8 (5.26%) Docker
2 2 (1.32%) Apache ZooKeeper
Systems Management
1 6 (3.95%) Ansible
2 2 (1.32%) Opscode Chef
3 1 (0.66%) Kibana
3 1 (0.66%) logstash
3 1 (0.66%) StatsD
Vendors
1 30 (19.74%) Tableau
2 13 (8.55%) Google
3 7 (4.61%) Snowplow
4 5 (3.29%) Red Hat
5 3 (1.97%) Microsoft
5 3 (1.97%) MicroStrategy
5 3 (1.97%) Netezza
5 3 (1.97%) Vertica
6 2 (1.32%) Omniture
6 2 (1.32%) Oracle
6 2 (1.32%) SAP
7 1 (0.66%) Adobe
7 1 (0.66%) AppDynamics
7 1 (0.66%) Facebook
7 1 (0.66%) Intel
7 1 (0.66%) RapidMiner
7 1 (0.66%) Splunk
7 1 (0.66%) Yahoo!
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