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 24 June 2017 with a comparison to the same period in the previous 2 years.

Statistical Modelling
England / London
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 550 517 583
Rank change year-on-year -33 +66  
Permanent jobs citing Statistical Modelling 66 127 96
As % of all permanent IT jobs advertised in London 0.18% 0.32% 0.21%
As % of the Processes & Methodologies category 0.20% 0.35% 0.24%
Number of salaries quoted 61 119 79
Median salary £62,500 £55,000 £57,500
Median salary % change year-on-year +13.63% -4.34%  
90% offered a salary of more than £45,000 £39,400 £35,000
10% offered a salary of more than £90,000 £75,000 £90,000
UK excluding London median salary £46,850 £45,000 £47,500
% change year-on-year +4.11% -5.26%  

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 32999 36295 39974
As % of all permanent IT job vacancies advertised in London 91.07% 90.60% 89.01%
Number of salaries quoted 26315 31429 33583
Median salary £61,500 £60,000 £57,500
Median salary % change year-on-year +2.50% +4.34%  
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 24 June 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 24 June 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 +16 13 £67,500 +22.72% 1
West End of London - 1 £67,500 - 2
Statistical Modelling
England

For the 6 months to 24 June 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.

1 117 (71.34%) Python
2 112 (68.29%) Analytics
3 104 (63.41%) SQL
4 101 (61.59%) R
5 83 (50.61%) Big Data
6 80 (48.78%) Machine Learning
7 77 (46.95%) Analytical Skills
8 76 (46.34%) SAS
9 69 (42.07%) Degree
10 61 (37.20%) Statistics
11 58 (35.37%) Hadoop
12 57 (34.76%) Algorithms
13 55 (33.54%) Marketing
14 53 (32.32%) Visualisation
14 53 (32.32%) Apache Spark
15 52 (31.71%) Mathematics
15 52 (31.71%) Data Mining
16 50 (30.49%) Computer Science
17 43 (26.22%) Data Modelling
18 42 (25.61%) Tableau
19 40 (24.39%) Java
20 39 (23.78%) Business Intelligence
21 32 (19.51%) Data Analysis
22 31 (18.90%) PhD
22 31 (18.90%) Finance
22 31 (18.90%) Data Visualisation
22 31 (18.90%) Data Analytics
23 27 (16.46%) Numerate Degree
24 26 (15.85%) Predictive Modelling
24 26 (15.85%) SPSS

Statistical Modelling
Co-occurring 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 76 (46.34%) SAS
2 53 (32.32%) Apache Spark
3 11 (6.71%) Apache
4 10 (6.10%) Elasticsearch
5 9 (5.49%) Apache Pig
6 7 (4.27%) Tornado
7 5 (3.05%) Apache Airflow
7 5 (3.05%) Luigi
8 2 (1.22%) IPython
9 1 (0.61%) Jupyter
Applications
1 26 (15.85%) SPSS
2 19 (11.59%) Microsoft Excel
3 3 (1.83%) Microsoft Office
3 3 (1.83%) Microsoft PowerPoint
4 2 (1.22%) EViews
4 2 (1.22%) Stata
5 1 (0.61%) Spreadsheet
Business Applications
1 3 (1.83%) Adobe Campaign
1 3 (1.83%) Unica
2 2 (1.22%) Raiser's Edge
3 1 (0.61%) FastStats
Cloud Services
1 13 (7.93%) Amazon AWS
2 11 (6.71%) Google Analytics
3 5 (3.05%) Microsoft Azure
4 2 (1.22%) Amazon EMR
5 1 (0.61%) Amazon EC2
5 1 (0.61%) Azure Machine Learning
5 1 (0.61%) GitHub
5 1 (0.61%) Google Play
5 1 (0.61%) PaaS
Communications & Networking
1 1 (0.61%) Internet
Database & Business Intelligence
1 83 (50.61%) Big Data
2 58 (35.37%) Hadoop
3 52 (31.71%) Data Mining
4 23 (14.02%) Apache Hive
4 23 (14.02%) Data Warehouse
5 16 (9.76%) NoSQL
6 13 (7.93%) MongoDB
7 12 (7.32%) QlikView
8 11 (6.71%) Neo4j
9 10 (6.10%) Relational Database
10 9 (5.49%) GIS
10 9 (5.49%) Power BI
11 8 (4.88%) MySQL
12 7 (4.27%) BusinessObjects
12 7 (4.27%) Lumira
13 6 (3.66%) Base SAS
13 6 (3.66%) Oracle Reports
13 6 (3.66%) SQL Server Integration Services
13 6 (3.66%) Text Mining
14 5 (3.05%) Looker
Development Applications
1 7 (4.27%) Git (software)
2 1 (0.61%) Team Foundation Server
2 1 (0.61%) Visual Studio
General
1 55 (33.54%) Marketing
2 31 (18.90%) Finance
3 13 (7.93%) Banking
4 10 (6.10%) Games
4 10 (6.10%) Retail
5 6 (3.66%) Billing
6 5 (3.05%) Telecoms
7 4 (2.44%) Advertising
8 3 (1.83%) Automotive
9 2 (1.22%) German Language
9 2 (1.22%) Spanish Language
10 1 (0.61%) Aerospace
10 1 (0.61%) Law
10 1 (0.61%) Music Industry
Job Titles
1 75 (45.73%) Data Scientist
2 42 (25.61%) Analyst
3 18 (10.98%) Senior Analyst
4 16 (9.76%) Senior Data Scientist
5 14 (8.54%) Insight Analyst
6 12 (7.32%) SQL Analyst
7 11 (6.71%) Data Engineer
8 10 (6.10%) Consultant
8 10 (6.10%) Data Analyst
9 9 (5.49%) Analytics Manager
9 9 (5.49%) DevOps Engineer
9 9 (5.49%) Senior Insight Analyst
10 8 (4.88%) Business Intelligence Analyst
10 8 (4.88%) SAS Analyst
10 8 (4.88%) Senior SAS Analyst
10 8 (4.88%) Statistical Analyst
11 7 (4.27%) Linux Engineer
11 7 (4.27%) Machine Learning Scientist
12 6 (3.66%) Data Consultant
12 6 (3.66%) SAS Insight Analyst
Libraries, Frameworks & Software Standards
1 15 (9.15%) LAMP
2 10 (6.10%) Pandas
2 10 (6.10%) scikit-learn
3 9 (5.49%) NumPy
4 8 (4.88%) D3.js
5 7 (4.27%) Flask
6 6 (3.66%) Kafka
6 6 (3.66%) Natural Language Processing
7 3 (1.83%) .NET
8 2 (1.22%) SciPy
8 2 (1.22%) TensorFlow
8 2 (1.22%) Web Services
9 1 (0.61%) AngularJS
9 1 (0.61%) Bokeh
9 1 (0.61%) Celery
9 1 (0.61%) Elastic Stack
9 1 (0.61%) PyMC3
9 1 (0.61%) React
9 1 (0.61%) Redux
9 1 (0.61%) Theano
Miscellaneous
1 77 (46.95%) Analytical Skills
2 57 (34.76%) Algorithms
3 50 (30.49%) Computer Science
4 12 (7.32%) Credit Risk
5 10 (6.10%) Greenfield Project
6 9 (5.49%) User Experience
7 7 (4.27%) Social Network
7 7 (4.27%) Virtual Team
8 4 (2.44%) Fintech
8 4 (2.44%) Reinsurance
9 2 (1.22%) Digital Media
9 2 (1.22%) Management Information System
9 2 (1.22%) Online Games
10 1 (0.61%) Client/Server
10 1 (0.61%) Internet of Things
10 1 (0.61%) Mobile App
10 1 (0.61%) Smart Meter
10 1 (0.61%) Social Media
10 1 (0.61%) Streaming Music
10 1 (0.61%) Tandem
Operating Systems
1 14 (8.54%) Linux
2 2 (1.22%) Windows
3 1 (0.61%) Apple iOS
3 1 (0.61%) Ubuntu
3 1 (0.61%) Unix
Processes & Methodologies
1 112 (68.29%) Analytics
2 80 (48.78%) Machine Learning
3 61 (37.20%) Statistics
4 53 (32.32%) Visualisation
5 52 (31.71%) Mathematics
6 43 (26.22%) Data Modelling
7 39 (23.78%) Business Intelligence
8 32 (19.51%) Data Analysis
9 31 (18.90%) Data Analytics
9 31 (18.90%) Data Visualisation
10 26 (15.85%) Predictive Modelling
11 21 (12.80%) Open Source
12 20 (12.20%) Actionable Insight
13 19 (11.59%) Stakeholder Management
13 19 (11.59%) Web Analytics
14 18 (10.98%) Data Architecture
15 17 (10.37%) ETL
15 17 (10.37%) Statistical Analysis
16 14 (8.54%) Data Management
17 13 (7.93%) Software Engineering
Programming Languages
1 117 (71.34%) Python
2 104 (63.41%) SQL
3 101 (61.59%) R
4 40 (24.39%) Java
5 23 (14.02%) MATLAB
6 21 (12.80%) Scala
7 18 (10.98%) C++
8 11 (6.71%) C#
9 7 (4.27%) VBA
10 5 (3.05%) JavaScript
10 5 (3.05%) Shell Script
11 2 (1.22%) Bash Shell
11 2 (1.22%) Julia
12 1 (0.61%) C
12 1 (0.61%) ES6
12 1 (0.61%) Go
12 1 (0.61%) Ruby
Qualifications
1 69 (42.07%) Degree
2 31 (18.90%) PhD
3 27 (16.46%) Numerate Degree
4 12 (7.32%) Computer Science Degree
5 8 (4.88%) Master's Degree
6 1 (0.61%) MBA
6 1 (0.61%) SC Cleared
6 1 (0.61%) Security Cleared
Quality Assurance & Compliance
1 9 (5.49%) Data Quality
2 1 (0.61%) Actionable Recommendations
2 1 (0.61%) IFRS
System Software
1 13 (7.93%) Docker
2 6 (3.66%) Apache ZooKeeper
3 3 (1.83%) HDFS
Systems Management
1 6 (3.66%) Ansible
1 6 (3.66%) Opscode Chef
2 1 (0.61%) Kibana
2 1 (0.61%) logstash
2 1 (0.61%) StatsD
Vendors
1 42 (25.61%) Tableau
2 11 (6.71%) Google
3 7 (4.27%) SAP
4 6 (3.66%) Oracle
4 6 (3.66%) Red Hat
4 6 (3.66%) Teradata
5 4 (2.44%) Hortonworks
5 4 (2.44%) Microsoft
5 4 (2.44%) Snowplow
5 4 (2.44%) Splunk
6 3 (1.83%) Alterian
6 3 (1.83%) Alteryx
6 3 (1.83%) Cloudera
6 3 (1.83%) Vertica
7 2 (1.22%) Omniture
7 2 (1.22%) Salesforce.com
8 1 (0.61%) Algorithmics
8 1 (0.61%) IBM
8 1 (0.61%) MapR
8 1 (0.61%) MicroStrategy
London
Opus Recruitment Solutions Ltd
Salary: £90000 - £110000 per annum, Benefits Excellent Benefits and Bonus
Posted: 17 hours ago
City, London
TEKsystems
Salary: £70000 - £100000 per annum + benefits
Posted: 4 days ago
London
Churchill Frank
Salary: £45000 - £60000 per annum
Posted: 3 days ago
London
Harrington Starr
Salary: £60000 - £95000 per annum + Benefits + Bonus
Posted: 5 days ago
London
NST Recruitment Limited
Salary: Benefits
Posted: 5 days ago
London
aap3
Salary: £110000.00 per annum
Posted: 10 days ago
Central London / West End
Reed Business Information Ltd
Salary: From £60,000 to £70,000 per annum + bonus & extensive benefits
Posted: 15 days ago
Central London / West End
Reed Business Information Ltd
Salary: Generous + training + extensive benefits
Posted: 17 days ago