Period
to 17 August 2018

The following table provides summary statistics for contract job vacancies advertised in the City of London with a requirement for Statistical Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Statistical Modelling over the 6 months to 17 August 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Statistical Modelling
Central London > City of London
6 months to
17 Aug 2018
Same period 2017 Same period 2016
Rank 252 239 238
Rank change year-on-year -13 -1 +45
Contract jobs citing Statistical Modelling 9 5 5
As % of all contract IT jobs advertised in the City of London 0.13% 0.076% 0.074%
As % of the Processes & Methodologies category 0.15% 0.085% 0.084%
Number of daily rates quoted 7 3 4
City of London median daily rate £496 £525 £288
Median daily rate % change year-on-year -5.52% +82.45% -45.19%
10th Percentile £334 £468 £175
90th Percentile £638 £913 £506
Central London median daily rate £500 £525 £200
% change year-on-year -4.76% +162.50% -60.00%
Number of hourly rates quoted 0 0 0
City of London median hourly rate - - -
Central London median hourly rate - - -

Statistical Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Contract vacancies with a requirement for process or methodology skills 6,148 5,873 5,968
As % of all contract IT jobs advertised in the City of London 87.29% 88.88% 87.89%
Number of daily rates quoted 4,865 4,541 4,804
City of London median daily rate £513 £500 £475
Median daily rate % change year-on-year +2.50% +5.26% +5.56%
10th Percentile £331 £325 £313
90th Percentile £688 £675 £650
Central London median daily rate £500 £500 £473
% change year-on-year - +5.82% +5.00%
Number of hourly rates quoted 108 55 44
City of London median hourly rate £18.70 £20.54 £20.00
Median hourly rate % change year-on-year -8.96% +2.70% -4.76%
10th Percentile £13.29 £13.33 £11.25
90th Percentile £28.99 £31.20 £45.97
Central London median hourly rate £18.70 £18.85 £20.00
% change year-on-year -0.80% -5.75% -4.76%

Statistical Modelling
Job Vacancy Trend in the City of London

Job postings citing Statistical Modelling as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for Statistical Modelling in the City of London

Statistical Modelling
Contractor Daily Rate Trend in the City of London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Statistical Modelling in the City of London.

Contractor daily rate trend for Statistical Modelling in the City of London

Statistical Modelling
Contractor Daily Rate Histogram in the City of London

The daily rate distribution of IT jobs citing Statistical Modelling in the City of London over the 6 months to 17 August 2018.

Contractor daily rate histogram for Statistical Modelling in the City of London

For the 6 months to 17 August 2018, IT contractor jobs citing Statistical Modelling also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the City of London region with a requirement for Statistical Modelling.

1 8 (88.89%) Python
1 8 (88.89%) R
2 6 (66.67%) SQL
3 5 (55.56%) Big Data
3 5 (55.56%) Analytics
3 5 (55.56%) Data Science
4 4 (44.44%) Kafka
4 4 (44.44%) Analytical Skills
4 4 (44.44%) Apache Spark
4 4 (44.44%) Data Analysis
4 4 (44.44%) MongoDB
4 4 (44.44%) Tableau
4 4 (44.44%) Machine Learning
4 4 (44.44%) Degree
4 4 (44.44%) Hadoop
4 4 (44.44%) Visualisation
5 3 (33.33%) Statistical Analysis
5 3 (33.33%) Mathematics
5 3 (33.33%) Amazon AWS
5 3 (33.33%) Predictive Modelling
5 3 (33.33%) Agile Software Development
5 3 (33.33%) SAS
5 3 (33.33%) MATLAB
5 3 (33.33%) Oracle
5 3 (33.33%) Data Mining
5 3 (33.33%) Algorithms
5 3 (33.33%) Apache Hive
5 3 (33.33%) Alteryx
5 3 (33.33%) Problem-Solving
6 2 (22.22%) Torch

Statistical Modelling
Co-occurring IT Skills in the City of 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 4 (44.44%) Apache Spark
2 3 (33.33%) SAS
3 1 (11.11%) Elasticsearch
Applications
1 1 (11.11%) Microsoft Excel
1 1 (11.11%) SPSS
Cloud Services
1 3 (33.33%) Amazon AWS
2 2 (22.22%) Amazon S3
2 2 (22.22%) Cloud Computing
2 2 (22.22%) GitHub
2 2 (22.22%) Microsoft Azure
3 1 (11.11%) Adobe Analytics
3 1 (11.11%) Google Analytics
3 1 (11.11%) Google Cloud Platform
Database & Business Intelligence
1 5 (55.56%) Big Data
2 4 (44.44%) Hadoop
2 4 (44.44%) MongoDB
3 3 (33.33%) Apache Hive
3 3 (33.33%) Data Mining
4 2 (22.22%) Amazon Redshift
4 2 (22.22%) Apache Cassandra
4 2 (22.22%) InfluxDB
4 2 (22.22%) MySQL
4 2 (22.22%) NoSQL
4 2 (22.22%) RDBMS
4 2 (22.22%) Relational Database
5 1 (11.11%) Amazon Athena
5 1 (11.11%) OLAP
5 1 (11.11%) Power BI
5 1 (11.11%) Spotfire
5 1 (11.11%) SQL Server Integration Services
Development Applications
1 2 (22.22%) Bitbucket
1 2 (22.22%) Jenkins
1 2 (22.22%) JIRA
General
1 2 (22.22%) Marketing
2 1 (11.11%) Electronics
2 1 (11.11%) Finance
2 1 (11.11%) Publishing
Job Titles
1 4 (44.44%) Analyst
1 4 (44.44%) Data Scientist
2 3 (33.33%) Data Analyst
3 2 (22.22%) Business Analyst
3 2 (22.22%) Data Business Analyst
3 2 (22.22%) Data Engineer
3 2 (22.22%) Senior Analyst
4 1 (11.11%) Azure Engineer
4 1 (11.11%) Data Insight Analyst
4 1 (11.11%) Excel Analyst
4 1 (11.11%) Insight Analyst
4 1 (11.11%) Insight Data Analyst
4 1 (11.11%) Senior Data Scientist
4 1 (11.11%) Senior Insight Analyst
4 1 (11.11%) Senior Web Analyst
4 1 (11.11%) SQL Analyst
4 1 (11.11%) SQL Data Analyst
4 1 (11.11%) Statistical Analyst
4 1 (11.11%) Web Analyst
4 1 (11.11%) Web Analytics Analyst
Libraries, Frameworks & Software Standards
1 4 (44.44%) Kafka
2 2 (22.22%) Natural Language Processing
2 2 (22.22%) Torch
3 1 (11.11%) NumPy
3 1 (11.11%) Pandas
Miscellaneous
1 4 (44.44%) Analytical Skills
2 3 (33.33%) Algorithms
3 2 (22.22%) Computer Science
4 1 (11.11%) Data Structures
4 1 (11.11%) Self-Motivation
Processes & Methodologies
1 5 (55.56%) Analytics
1 5 (55.56%) Data Science
2 4 (44.44%) Data Analysis
2 4 (44.44%) Machine Learning
2 4 (44.44%) Visualisation
3 3 (33.33%) Agile Software Development
3 3 (33.33%) Mathematics
3 3 (33.33%) Predictive Modelling
3 3 (33.33%) Problem-Solving
3 3 (33.33%) Statistical Analysis
4 2 (22.22%) Agile Project Management
4 2 (22.22%) Big Data Analytics
4 2 (22.22%) Customer Segmentation
4 2 (22.22%) Dashboard Development
4 2 (22.22%) Data Analytics
4 2 (22.22%) Data Extraction
4 2 (22.22%) Data Visualisation
4 2 (22.22%) Decision Tree
4 2 (22.22%) DevOps
4 2 (22.22%) MapReduce
Programming Languages
1 8 (88.89%) Python
1 8 (88.89%) R
2 6 (66.67%) SQL
3 3 (33.33%) MATLAB
4 2 (22.22%) Java
4 2 (22.22%) Julia
4 2 (22.22%) PL/SQL
5 1 (11.11%) Scala
Qualifications
1 4 (44.44%) Degree
2 2 (22.22%) Computer Science Degree
2 2 (22.22%) Numerate Degree
System Software
1 1 (11.11%) Apache Flume
Systems Management
1 2 (22.22%) Prometheus
Vendors
1 4 (44.44%) Tableau
2 3 (33.33%) Alteryx
2 3 (33.33%) Oracle
3 2 (22.22%) Google
3 2 (22.22%) New Relic
4 1 (11.11%) Adobe
4 1 (11.11%) Informatica
4 1 (11.11%) Omniture
4 1 (11.11%) Talend