The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Statistical Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistical Modelling over the 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Statistical Modelling
England / London
Rank 487 521 553
Rank change year-on-year +34 +32  
Permanent jobs citing Statistical Modelling 98 136 102
As % of all permanent IT jobs advertised in London 0.29% 0.32% 0.24%
As % of the Processes & Methodologies category 0.32% 0.36% 0.28%
Number of salaries quoted 92 130 91
Median salary £65,000 £60,000 £55,000
Median salary % change year-on-year +8.33% +9.09%  
90% offered a salary of more than £45,000 £38,000 £40,000
10% offered a salary of more than £90,000 £85,000 £85,000
UK excluding London median salary £42,500 £55,000 £50,000
% change year-on-year -22.72% +10.00%  

Statistical Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for process and methodology skills.

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 30311 37568 36977
As % of all permanent IT job vacancies advertised in London 90.17% 89.66% 87.63%
Number of salaries quoted 25402 32085 30825
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.34% -  
90% offered a salary of more than £40,000 £38,750 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Statistical Modelling
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Statistical Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Statistical Modelling 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 in London.

Salary trend for Statistical Modelling in London

Statistical Modelling
Salary Histogram in London

The salary distribution of IT jobs citing Statistical Modelling in London over the 3 months to 25 March 2017.

Salary histogram for Statistical Modelling 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 March 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 +37 8 £70,000 +40.00% 4
Chiswick - 2 £50,000 -
Statistical Modelling
England

Statistical Modelling
Top 30 Related IT Skills in London

For the 6 months to 25 March 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.

1 104 (65.82%) Python
1 104 (65.82%) Analytics
2 90 (56.96%) R
3 81 (51.27%) SQL
4 74 (46.84%) Machine Learning
5 73 (46.20%) Analytical Skills
6 70 (44.30%) Degree
7 60 (37.97%) Statistics
8 59 (37.34%) Big Data
9 57 (36.08%) Hadoop
9 57 (36.08%) Mathematics
10 56 (35.44%) SAS
11 52 (32.91%) Marketing
12 48 (30.38%) Algorithms
13 47 (29.75%) Apache Spark
13 47 (29.75%) Computer Science
14 45 (28.48%) Visualisation
15 43 (27.22%) Data Mining
16 38 (24.05%) PhD
16 38 (24.05%) Business Intelligence
17 37 (23.42%) Data Analysis
18 35 (22.15%) Finance
19 34 (21.52%) Tableau
20 32 (20.25%) Java
21 31 (19.62%) Data Modelling
22 28 (17.72%) SPSS
22 28 (17.72%) Data Analytics
23 27 (17.09%) Actionable Insight
24 24 (15.19%) Data Visualisation
25 21 (13.29%) 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 56 (35.44%) SAS
2 47 (29.75%) Apache Spark
3 11 (6.96%) Elasticsearch
4 10 (6.33%) Apache
5 9 (5.70%) Apache Pig
6 6 (3.80%) Tornado
7 5 (3.16%) Apache Airflow
7 5 (3.16%) Luigi
8 1 (0.63%) Jupyter
Applications
1 28 (17.72%) SPSS
2 3 (1.90%) MS Office
2 3 (1.90%) Spreadsheet
3 2 (1.27%) EViews
3 2 (1.27%) MS Excel
3 2 (1.27%) MS PowerPoint
3 2 (1.27%) Stata
Business Applications
1 1 (0.63%) FastStats
1 1 (0.63%) SAP Oil and Gas
Cloud Services
1 13 (8.23%) Google Analytics
2 11 (6.96%) Amazon AWS
3 1 (0.63%) Adobe Analytics
3 1 (0.63%) Amazon EC2
3 1 (0.63%) Amazon EMR
3 1 (0.63%) Amazon S3
3 1 (0.63%) Google Cloud Platform
3 1 (0.63%) Google Play
3 1 (0.63%) Microsoft Azure
Communications & Networking
1 2 (1.27%) Internet
2 1 (0.63%) SMS
Database & Business Intelligence
1 59 (37.34%) Big Data
2 57 (36.08%) Hadoop
3 43 (27.22%) Data Mining
4 16 (10.13%) NoSQL
5 15 (9.49%) Apache Hive
5 15 (9.49%) Data Warehouse
6 14 (8.86%) MongoDB
7 12 (7.59%) Neo4j
8 11 (6.96%) GIS
9 10 (6.33%) Base SAS
9 10 (6.33%) Relational Database
10 9 (5.70%) SQL Server Integration Services
11 8 (5.06%) BusinessObjects
11 8 (5.06%) Looker
11 8 (5.06%) MySQL
11 8 (5.06%) PostgreSQL
11 8 (5.06%) QlikView
11 8 (5.06%) Text Mining
12 7 (4.43%) SAS EBI
13 5 (3.16%) Amazon Redshift
Development Applications
1 7 (4.43%) Git (software)
General
1 52 (32.91%) Marketing
2 35 (22.15%) Finance
3 12 (7.59%) Banking
4 9 (5.70%) Retail
5 7 (4.43%) Games
6 6 (3.80%) Advertising
6 6 (3.80%) Automotive
6 6 (3.80%) Billing
6 6 (3.80%) Telecoms
7 5 (3.16%) German Language
8 4 (2.53%) Spanish Language
9 1 (0.63%) Electronics
9 1 (0.63%) French Language
9 1 (0.63%) Manufacturing
9 1 (0.63%) Music Industry
9 1 (0.63%) Polish Language
9 1 (0.63%) Publishing
Job Titles
1 67 (42.41%) Data Scientist
2 46 (29.11%) Analyst
3 22 (13.92%) Senior Data Scientist
4 20 (12.66%) Senior Analyst
5 15 (9.49%) Data Analyst
6 12 (7.59%) Insight Analyst
7 11 (6.96%) Data Engineer
8 10 (6.33%) Analytics Manager
8 10 (6.33%) Statistical Analyst
9 9 (5.70%) DevOps Engineer
10 8 (5.06%) Consultant
10 8 (5.06%) Senior Insight Analyst
10 8 (5.06%) SQL Analyst
11 7 (4.43%) Business Intelligence Analyst
11 7 (4.43%) Data Manager
12 6 (3.80%) Linux Engineer
12 6 (3.80%) Machine Learning Scientist
12 6 (3.80%) SAS Analyst
12 6 (3.80%) SAS Insight Analyst
12 6 (3.80%) Senior SAS Analyst
Libraries, Frameworks & Software Standards
1 15 (9.49%) LAMP
2 13 (8.23%) scikit-learn
3 12 (7.59%) Pandas
4 11 (6.96%) NumPy
5 7 (4.43%) D3.js
6 6 (3.80%) Flask
7 5 (3.16%) Kafka
7 5 (3.16%) SciPy
8 4 (2.53%) .NET
9 3 (1.90%) Natural Language Processing
10 2 (1.27%) Django
11 1 (0.63%) AngularJS
11 1 (0.63%) Celery
11 1 (0.63%) Elastic Stack
11 1 (0.63%) React
11 1 (0.63%) Redux
11 1 (0.63%) Twisted
11 1 (0.63%) Velocity
11 1 (0.63%) Web Services
Miscellaneous
1 73 (46.20%) Analytical Skills
2 48 (30.38%) Algorithms
3 47 (29.75%) Computer Science
4 10 (6.33%) Credit Risk
5 9 (5.70%) User Experience
6 8 (5.06%) Fintech
7 7 (4.43%) Social Network
8 5 (3.16%) Data Structures
9 4 (2.53%) Management Information System
9 4 (2.53%) Reinsurance
10 3 (1.90%) Client/Server
11 2 (1.27%) Digital Media
11 2 (1.27%) Market Risk
11 2 (1.27%) Mobile App
12 1 (0.63%) Life Science
12 1 (0.63%) Social Media
12 1 (0.63%) Streaming Music
12 1 (0.63%) Virtual Team
Operating Systems
1 19 (12.03%) Linux
2 1 (0.63%) Apple iOS
Processes & Methodologies
1 104 (65.82%) Analytics
2 74 (46.84%) Machine Learning
3 60 (37.97%) Statistics
4 57 (36.08%) Mathematics
5 45 (28.48%) Visualisation
6 38 (24.05%) Business Intelligence
7 37 (23.42%) Data Analysis
8 31 (19.62%) Data Modelling
9 28 (17.72%) Data Analytics
10 27 (17.09%) Actionable Insight
11 24 (15.19%) Data Visualisation
12 21 (13.29%) Predictive Modelling
12 21 (13.29%) Stakeholder Management
13 20 (12.66%) ETL
13 20 (12.66%) Open Source
13 20 (12.66%) Physics
14 19 (12.03%) Web Analytics
15 16 (10.13%) Data Architecture
15 16 (10.13%) Statistical Analysis
16 15 (9.49%) Marketing Strategy
Programming Languages
1 104 (65.82%) Python
2 90 (56.96%) R
3 81 (51.27%) SQL
4 32 (20.25%) Java
5 18 (11.39%) MATLAB
6 17 (10.76%) Scala
7 16 (10.13%) C++
8 13 (8.23%) C#
9 6 (3.80%) VBA
10 4 (2.53%) Shell Script
11 3 (1.90%) JavaScript
12 1 (0.63%) Bash Shell
12 1 (0.63%) C
12 1 (0.63%) ES6
12 1 (0.63%) Haskell
12 1 (0.63%) Julia
Qualifications
1 70 (44.30%) Degree
2 38 (24.05%) PhD
3 1 (0.63%) SC Cleared
3 1 (0.63%) Security Cleared
Quality Assurance & Compliance
1 11 (6.96%) Data Quality
System Software
1 11 (6.96%) Docker
2 5 (3.16%) Apache ZooKeeper
Systems Management
1 6 (3.80%) Ansible
2 5 (3.16%) Opscode Chef
3 1 (0.63%) Kibana
3 1 (0.63%) logstash
3 1 (0.63%) StatsD
Vendors
1 34 (21.52%) Tableau
2 14 (8.86%) Google
3 7 (4.43%) Snowplow
4 5 (3.16%) Red Hat
5 4 (2.53%) Splunk
6 3 (1.90%) Alteryx
6 3 (1.90%) Microsoft
6 3 (1.90%) Omniture
7 2 (1.27%) Oracle
7 2 (1.27%) Salesforce.com
7 2 (1.27%) SAP
8 1 (0.63%) Adobe
8 1 (0.63%) AppDynamics
8 1 (0.63%) Facebook
8 1 (0.63%) Hortonworks
8 1 (0.63%) Intel
8 1 (0.63%) MapR
8 1 (0.63%) RapidMiner
8 1 (0.63%) Teradata
8 1 (0.63%) Yahoo!
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