The following table provides summary statistics for contract job vacancies advertised in England 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 3 months to 26 June 2017 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
UK / England
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 546 559 605
Rank change year-on-year +13 +46  
Contract jobs citing Statistical Modelling 43 64 31
As % of all contract IT jobs advertised in England 0.100% 0.13% 0.061%
As % of the Processes & Methodologies category 0.12% 0.16% 0.075%
Number of daily rates quoted 29 48 19
Median daily rate £475 £475 £475
90% offered a daily rate of more than £310 £278 £350
10% offered a daily rate of more than £600 £573 £560
UK excluding London median daily rate £433 £455 £450
% change year-on-year -4.94% +1.11%  
Number of hourly rates quoted 0 1 2
Median hourly rate - £17.50 £80.00
Median hourly rate % change year-on-year - -78.12%  
UK excluding London median hourly rate - - -

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 contract job vacancies advertised in England with a requirement for process and methodology skills.

Contract Process & Methodology Skills
England
Contract job vacancies with a requirement for process and methodology skills 36558 40684 41140
As % of all contract IT job vacancies advertised in England 84.69% 83.47% 80.82%
Number of daily rates quoted 24009 27323 26926
Median daily rate £450 £450 £415
Median daily rate % change year-on-year - +8.43%  
90% offered a daily rate of more than £313 £300 £288
10% offered a daily rate of more than £600 £600 £590
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 945 955 1136
Median hourly rate £32.50 £27.50 £26.00
Median hourly rate % change year-on-year +18.18% +5.76%  
90% offered a hourly rate of more than £12.50 £12.58 £12.00
10% offered a hourly rate of more than £52.50 £49.46 £50.00
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Statistical Modelling
Job Vacancy Trend in England

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

Job vacancy trend for Statistical Modelling in England

Statistical Modelling
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Statistical Modelling in England

Statistical Modelling
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Statistical Modelling in England over the 3 months to 26 June 2017.

Contractor daily rate histogram for Statistical Modelling in England

Statistical Modelling
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Statistical Modelling in England.

Contractor hourly rate trend for Statistical Modelling in England

Statistical Modelling
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Statistical Modelling within the England region over the 3 months to 26 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -23 29 £488 +2.63% 9
South East +24 6 £391 -16.75% 2
East of England -3 3 £400 - 6
North West - 2 £250 - 1
West Midlands - 2 £450 - 1
South West +4 1 £600 +43.71% 1
Statistical Modelling
UK

For the 6 months to 26 June 2017, IT contractor 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 contract ads across the England region with a requirement for Statistical Modelling.

1 58 (67.44%) R
2 53 (61.63%) SQL
3 47 (54.65%) Analytics
4 42 (48.84%) Analytical Skills
4 42 (48.84%) Mathematics
5 41 (47.67%) Python
6 35 (40.70%) Degree
7 31 (36.05%) Visualisation
8 29 (33.72%) Big Data
9 28 (32.56%) Hadoop
9 28 (32.56%) SAS
10 26 (30.23%) Apache Spark
11 24 (27.91%) Statistics
12 20 (23.26%) Tableau
13 19 (22.09%) Machine Learning
13 19 (22.09%) Microsoft Excel
14 18 (20.93%) Data Mining
14 18 (20.93%) SQL Server
14 18 (20.93%) Data Visualisation
14 18 (20.93%) Computer Science
15 16 (18.60%) Business Intelligence
15 16 (18.60%) Marketing
15 16 (18.60%) Data Analysis
16 15 (17.44%) Relational Database
17 14 (16.28%) SQL Server Management Studio (SSMS)
17 14 (16.28%) MATLAB
17 14 (16.28%) Java
17 14 (16.28%) Microsoft Office
18 13 (15.12%) Algorithms
19 12 (13.95%) Apache Hive

Statistical Modelling
Co-occurring IT Skills in England 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 28 (32.56%) SAS
2 26 (30.23%) Apache Spark
3 4 (4.65%) Apache Solr
4 3 (3.49%) Apache Pig
5 2 (2.33%) CMS
5 2 (2.33%) Drupal
6 1 (1.16%) OpenStack
6 1 (1.16%) Oracle Workflow
Applications
1 19 (22.09%) Microsoft Excel
2 14 (16.28%) Microsoft Office
3 6 (6.98%) Spreadsheet
4 4 (4.65%) SPSS
5 3 (3.49%) Microsoft PowerPoint
6 2 (2.33%) SPSS Modeler
7 1 (1.16%) S-PLUS
7 1 (1.16%) Stata
Business Applications
1 8 (9.30%) Eloqua
1 8 (9.30%) FastStats
Cloud Services
1 2 (2.33%) Adobe Analytics
1 2 (2.33%) Amazon AWS
2 1 (1.16%) Amazon EC2
2 1 (1.16%) Flurry Analytics
2 1 (1.16%) Google Analytics
2 1 (1.16%) Microsoft Azure
Database & Business Intelligence
1 29 (33.72%) Big Data
2 28 (32.56%) Hadoop
3 18 (20.93%) Data Mining
3 18 (20.93%) SQL Server
4 15 (17.44%) Relational Database
5 12 (13.95%) Apache Hive
6 8 (9.30%) Data Warehouse
7 7 (8.14%) NoSQL
8 6 (6.98%) QlikView
9 5 (5.81%) MS Access
9 5 (5.81%) Power BI
10 4 (4.65%) Impala
11 3 (3.49%) Apache Cassandra
11 3 (3.49%) MarkLogic
11 3 (3.49%) MongoDB
11 3 (3.49%) Riak
12 2 (2.33%) KDB
12 2 (2.33%) OLAP Cube
12 2 (2.33%) Spotfire
12 2 (2.33%) SQL Server Analysis Services
Development Applications
1 14 (16.28%) SQL Server Management Studio (SSMS)
2 2 (2.33%) Git (software)
2 2 (2.33%) Visual Studio
General
1 16 (18.60%) Marketing
2 9 (10.47%) Finance
3 8 (9.30%) Legal
3 8 (9.30%) Publishing
4 6 (6.98%) Retail
5 5 (5.81%) Telecoms
6 3 (3.49%) Automotive
7 2 (2.33%) Advertising
7 2 (2.33%) Banking
7 2 (2.33%) Front Office
7 2 (2.33%) Investment Banking
7 2 (2.33%) Spanish Language
8 1 (1.16%) Games
8 1 (1.16%) Pharmaceutical
Job Titles
1 38 (44.19%) Analyst
2 28 (32.56%) Data Scientist
3 21 (24.42%) Data Analyst
4 10 (11.63%) SQL Analyst
5 8 (9.30%) Marketing Analyst
5 8 (9.30%) SQL Data Analyst
6 7 (8.14%) Developer
7 6 (6.98%) Insight Analyst
8 4 (4.65%) Business Analyst
8 4 (4.65%) Data Insight Analyst
8 4 (4.65%) Insight Data Analyst
8 4 (4.65%) Junior
8 4 (4.65%) Junior Analyst
8 4 (4.65%) Junior Marketing Analyst
8 4 (4.65%) Marketing Data Analyst
9 3 (3.49%) Data Business Analyst
9 3 (3.49%) SAS Analyst
9 3 (3.49%) SAS Data Analyst
9 3 (3.49%) Statistical Analyst
10 2 (2.33%) Business Data Analyst
Libraries, Frameworks & Software Standards
1 10 (11.63%) D3.js
2 5 (5.81%) Natural Language Processing
3 4 (4.65%) Three.js
4 3 (3.49%) .NET
4 3 (3.49%) Hibernate
4 3 (3.49%) JMS
4 3 (3.49%) Kafka
4 3 (3.49%) Lucene
4 3 (3.49%) Spring
5 2 (2.33%) AngularJS
5 2 (2.33%) NumPy
5 2 (2.33%) Pandas
6 1 (1.16%) Matplotlib
6 1 (1.16%) scikit-learn
6 1 (1.16%) SciPy
6 1 (1.16%) Seaborn
6 1 (1.16%) TensorFlow
6 1 (1.16%) Web Services
Miscellaneous
1 42 (48.84%) Analytical Skills
2 18 (20.93%) Computer Science
3 13 (15.12%) Algorithms
4 8 (9.30%) Data Protection Act
5 5 (5.81%) Data Structures
5 5 (5.81%) User Experience
6 4 (4.65%) Credit Risk
7 3 (3.49%) Greenfield Project
8 2 (2.33%) Management Information System
8 2 (2.33%) Smart Meter
8 2 (2.33%) Virtual Team
9 1 (1.16%) Driving Licence
9 1 (1.16%) Reference Data
9 1 (1.16%) Replication
Operating Systems
1 4 (4.65%) Linux
1 4 (4.65%) Unix
2 1 (1.16%) CentOS
2 1 (1.16%) Red Hat Enterprise Linux
Processes & Methodologies
1 47 (54.65%) Analytics
2 42 (48.84%) Mathematics
3 31 (36.05%) Visualisation
4 24 (27.91%) Statistics
5 19 (22.09%) Machine Learning
6 18 (20.93%) Data Visualisation
7 16 (18.60%) Business Intelligence
7 16 (18.60%) Data Analysis
8 11 (12.79%) Actionable Insight
9 10 (11.63%) Mathematical Modelling
10 9 (10.47%) Campaign Analysis
10 9 (10.47%) Data Analytics
10 9 (10.47%) Predictive Modelling
10 9 (10.47%) Statistical Analysis
11 8 (9.30%) Campaign Management
11 8 (9.30%) Data Protection
11 8 (9.30%) Direct Marketing
11 8 (9.30%) MapReduce
11 8 (9.30%) Marketing Analytics
11 8 (9.30%) Operations Research
Programming Languages
1 58 (67.44%) R
2 53 (61.63%) SQL
3 41 (47.67%) Python
4 14 (16.28%) Java
4 14 (16.28%) MATLAB
5 11 (12.79%) VBA
6 6 (6.98%) C++
7 5 (5.81%) C
7 5 (5.81%) Perl
8 3 (3.49%) Bash Shell
8 3 (3.49%) C#
8 3 (3.49%) JavaScript
8 3 (3.49%) Scala
8 3 (3.49%) T-SQL
9 2 (2.33%) Shell Script
10 1 (1.16%) Groovy
10 1 (1.16%) PHP
10 1 (1.16%) PL/SQL
10 1 (1.16%) VB
10 1 (1.16%) VB.NET
Qualifications
1 35 (40.70%) Degree
2 9 (10.47%) PhD
3 6 (6.98%) Computer Science Degree
4 5 (5.81%) Master's Degree
5 3 (3.49%) Security Cleared
6 2 (2.33%) Postgraduate
7 1 (1.16%) DV Cleared
7 1 (1.16%) ITIL Certification
7 1 (1.16%) Numerate Degree
7 1 (1.16%) SC Cleared
Quality Assurance & Compliance
1 1 (1.16%) Data Quality
1 1 (1.16%) Disclosure Scotland
1 1 (1.16%) QA
System Software
1 2 (2.33%) HDFS
Systems Management
1 3 (3.49%) Hadoop YARN
Vendors
1 20 (23.26%) Tableau
2 9 (10.47%) Oracle
3 8 (9.30%) Apteco
4 4 (4.65%) Microsoft
5 2 (2.33%) Adobe
5 2 (2.33%) Splunk
6 1 (1.16%) Ab Initio
6 1 (1.16%) Alteryx
6 1 (1.16%) BT
6 1 (1.16%) Chordiant
6 1 (1.16%) Google
6 1 (1.16%) MicroStrategy
6 1 (1.16%) Minitab
6 1 (1.16%) Pega
6 1 (1.16%) Remedy
6 1 (1.16%) Teradata
6 1 (1.16%) VMware
London
Parallel Consulting
Rate: Experience Dependant
Posted: 3 days ago
London
Lawrence Harvey
Rate: £450.00 - £575.00 per day
Posted: 7 days ago