The table below looks at the statistics for Statistical Modelling skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited Statistical Modelling over the 3 months to 5 December 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Statistical Modelling
Rank 577 594 592
Rank change year-on-year
+17 -2
Contract jobs citing Statistical Modelling 50 43 57
As % of all contract IT jobs located in the UK 0.100% 0.079% 0.099%
As % of the Processes & Methodologies category 0.12% 0.097% 0.13%
Number of daily rates quoted 27 30 45
Median daily rate £450 £450 £400
Median daily rate % change year-on-year
- +12.50%
90% offered a daily rate of more than £315 £275 £254
10% offered a daily rate of more than £575 £700 £515
UK excluding London median daily rate £363 £325 £350
% change year-on-year
+11.61% -7.14%
Number of hourly rates quoted 2 2 0
Median hourly rate £20.48 £19.49 -
Median hourly rate % change year-on-year
+5.08% -
UK excluding London median hourly rate - £19.49 -

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised across the UK.

Processes & Methodologies Category
UK
Contract IT job ads with a match in the
Processes & Methodologies category
41422 44386 44123
As % of all contract IT jobs located in the UK 82.54% 81.14% 76.98%
Number of daily rates quoted 27610 28756 28711
Median daily rate £450 £425 £420
Median daily rate % change year-on-year
+5.88% +1.19%
90% offered a daily rate of more than £300 £295 £275
10% offered a daily rate of more than £600 £600 £600
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 1089 1336 1216
Median hourly rate £30.00 £31.44 £25.00
Median hourly rate % change year-on-year
-4.58% +25.76%
90% offered a hourly rate of more than £12.50 £12.50 £12.00
10% offered a hourly rate of more than £50.00 £50.00 £49.85
UK excluding London median hourly rate £30.75 £34.95 £25.00
% change year-on-year
-12.01% +39.80%

Statistical Modelling
Jobs Demand Trend

The demand trend of contract jobs citing Statistical Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Statistical Modelling Jobs Demand Trend in the UK

Statistical Modelling
Daily Rate Trend

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

Statistical Modelling Daily Rate Trend in the UK

Statistical Modelling
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Statistical Modelling within the UK over the 3 months to 5 December 2016.

Statistical Modelling Daily Rate Histogram in the UK

Statistical Modelling
Hourly Rate Trend

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

Statistical Modelling Hourly Rate Trend in the UK

Statistical Modelling
Top 20 Contract Locations

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 UK over the 3 months to 5 December 2016. 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
(Click see detailed
statistics and trends)
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
England +6 42 £450 - 31
London +3 28 £488 -2.50% 18
Scotland +13 6 £325 -45.83%
North West +11 6 £375 -43.18% 2
Glasgow +10 5 £370 -
City of London +7 4 £325 -18.75% 4
Canary Wharf +4 4 £575 -17.85%
East Midlands -4 4 - -
South East +11 3 £325 +26.21% 3
Hampshire +20 2 - -
Manchester +5 2 £351 -16.54% 1
Havant - 2 - -
Nottingham - 2 - -
Nottinghamshire - 2 - -
South Wales - 2 £425 -
Wales - 2 £425 -
Berkshire +8 1 £325 +73.33%
Newport - 1 £425 -
Wokingham - 1 £325 -
North East - 1 - - 1

Statistical Modelling
Top 30 Related IT Skills

For the 6 months to 5 December 2016, 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 with a requirement for Statistical Modelling.

1 47 (51.09%) SQL
2 40 (43.48%) Analytics
3 38 (41.30%) Analytical Skills
4 31 (33.70%) Python
5 29 (31.52%) SAS
6 27 (29.35%) Statistics
6 27 (29.35%) Big Data
7 26 (28.26%) R
8 25 (27.17%) Hadoop
9 24 (26.09%) Marketing
10 21 (22.83%) Degree
10 21 (22.83%) Data Analysis
10 21 (22.83%) Java
11 19 (20.65%) Apache Spark
12 18 (19.57%) Tableau
12 18 (19.57%) Finance
13 16 (17.39%) Business Intelligence
14 15 (16.30%) Perl
15 14 (15.22%) Apache Hive
15 14 (15.22%) Base SAS
15 14 (15.22%) Agile Software Development
16 13 (14.13%) Credit Risk
16 13 (14.13%) Actionable Insight
17 12 (13.04%) SAS Enterprise Guide
17 12 (13.04%) Customer Insight
17 12 (13.04%) Machine Learning
17 12 (13.04%) Mathematics
18 11 (11.96%) Web Analytics
18 11 (11.96%) Unix
18 11 (11.96%) MapReduce

Statistical Modelling
Top Related IT Skills 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 29 (31.52%) SAS
2 19 (20.65%) Apache Spark
3 11 (11.96%) Apache Solr
4 7 (7.61%) Apache Pig
5 1 (1.09%) Cloud Foundry
Applications
1 10 (10.87%) MS Excel
1 10 (10.87%) SPSS
2 5 (5.43%) MS Office
2 5 (5.43%) MS PowerPoint
3 3 (3.26%) Spreadsheet
3 3 (3.26%) Stata
4 2 (2.17%) Mathematica
Cloud Services
1 3 (3.26%) Flurry Analytics
1 3 (3.26%) Google Analytics
2 2 (2.17%) Amazon AWS
2 2 (2.17%) Microsoft Azure
3 1 (1.09%) AdSense
3 1 (1.09%) Amazon EC2
3 1 (1.09%) Cloud Computing
3 1 (1.09%) PaaS
Communications & Networking
1 5 (5.43%) DNS
1 5 (5.43%) Firewall
2 2 (2.17%) Internet
3 1 (1.09%) Skype
Database & Business Intelligence
1 27 (29.35%) Big Data
2 25 (27.17%) Hadoop
3 14 (15.22%) Apache Hive
3 14 (15.22%) Base SAS
4 12 (13.04%) SAS Enterprise Guide
5 10 (10.87%) Data Mining
5 10 (10.87%) Data Warehouse
6 9 (9.78%) NoSQL
7 8 (8.70%) Apache Cassandra
7 8 (8.70%) MongoDB
8 7 (7.61%) Impala
8 7 (7.61%) MarkLogic
8 7 (7.61%) QlikView
8 7 (7.61%) Relational Database
8 7 (7.61%) Riak
8 7 (7.61%) SAS Data Integration Studio
9 6 (6.52%) BusinessObjects
9 6 (6.52%) SQL Server
10 4 (4.35%) SQL Server Analysis Services
11 3 (3.26%) SQL Server Reporting Services
Development Applications
1 5 (5.43%) Git (software)
1 5 (5.43%) JIRA
2 4 (4.35%) SQL Server Management Studio (SSMS)
3 2 (2.17%) Visual Studio
4 1 (1.09%) Cucumber
4 1 (1.09%) Jenkins
4 1 (1.09%) JUnit
General
1 24 (26.09%) Marketing
2 18 (19.57%) Finance
3 6 (6.52%) Banking
4 5 (5.43%) Retail
5 4 (4.35%) Games
5 4 (4.35%) Telecoms
6 3 (3.26%) Advertising
7 2 (2.17%) Front Office
7 2 (2.17%) Investment Banking
7 2 (2.17%) Publishing
8 1 (1.09%) Corporate Banking
8 1 (1.09%) Financial Institution
8 1 (1.09%) Retail Banking
Job Titles
1 35 (38.04%) Analyst
2 19 (20.65%) Insight Analyst
3 15 (16.30%) Data Scientist
4 11 (11.96%) Developer
5 10 (10.87%) Customer Analyst
6 9 (9.78%) Customer Insight Analyst
7 8 (8.70%) Data Analyst
8 7 (7.61%) Consultant
8 7 (7.61%) PMO Manager
9 4 (4.35%) Data Engineer
9 4 (4.35%) Java Developer
9 4 (4.35%) Research Analyst
9 4 (4.35%) Senior Developer
9 4 (4.35%) Senior Java Developer
9 4 (4.35%) SQL Analyst
10 3 (3.26%) Big Data Engineer
10 3 (3.26%) Software Developer
10 3 (3.26%) Splunk Engineer
10 3 (3.26%) SQL Data Analyst
11 2 (2.17%) Software Engineer
Libraries, Frameworks & Software Standards
1 7 (7.61%) Kafka
1 7 (7.61%) Lucene
2 6 (6.52%) Hibernate
2 6 (6.52%) Spring
3 5 (5.43%) JMS
4 3 (3.26%) D3.js
4 3 (3.26%) Regular Expression
5 1 (1.09%) Gherkin
5 1 (1.09%) Natural Language Processing
5 1 (1.09%) NumPy
5 1 (1.09%) Pandas
5 1 (1.09%) RAML
5 1 (1.09%) REST
5 1 (1.09%) RESTful
5 1 (1.09%) Struts
5 1 (1.09%) Swagger
Miscellaneous
1 38 (41.30%) Analytical Skills
2 27 (29.35%) Statistics
3 13 (14.13%) Credit Risk
4 12 (13.04%) Mathematics
5 11 (11.96%) Visualisation
6 10 (10.87%) Computer Science
7 8 (8.70%) Algorithms
8 6 (6.52%) Data Integration
9 4 (4.35%) Economics
10 3 (3.26%) Artificial Intelligence
10 3 (3.26%) Mobile App
10 3 (3.26%) Physics
10 3 (3.26%) Smart Meter
11 2 (2.17%) Applied Mathematics
12 1 (1.09%) Data Extraction
12 1 (1.09%) Derivative
12 1 (1.09%) Internet of Things
12 1 (1.09%) Market Risk
12 1 (1.09%) Neural Network
12 1 (1.09%) Replication
Operating Systems
1 11 (11.96%) Unix
2 6 (6.52%) Linux
3 1 (1.09%) CentOS
3 1 (1.09%) Red Hat Enterprise Linux
Processes & Methodologies
1 40 (43.48%) Analytics
2 21 (22.83%) Data Analysis
3 16 (17.39%) Business Intelligence
4 14 (15.22%) Agile Software Development
5 13 (14.13%) Actionable Insight
6 12 (13.04%) Customer Insight
6 12 (13.04%) Machine Learning
7 11 (11.96%) MapReduce
7 11 (11.96%) Web Analytics
8 10 (10.87%) Stakeholder Management
9 9 (9.78%) Data Visualisation
10 8 (8.70%) Open Source
10 8 (8.70%) Waterfall
11 7 (7.61%) CHAID
11 7 (7.61%) ETL
11 7 (7.61%) Kalman Filter
11 7 (7.61%) Performance Management
11 7 (7.61%) Statistical Analysis
12 6 (6.52%) Anomaly Detection
12 6 (6.52%) Six Sigma
Programming Languages
1 47 (51.09%) SQL
2 31 (33.70%) Python
3 26 (28.26%) R
4 21 (22.83%) Java
5 15 (16.30%) Perl
6 10 (10.87%) MATLAB
7 7 (7.61%) Bash Shell
8 6 (6.52%) Scala
9 4 (4.35%) C++
9 4 (4.35%) VBA
10 3 (3.26%) Lisp
10 3 (3.26%) Prolog
11 2 (2.17%) VB
12 1 (1.09%) C#
12 1 (1.09%) JavaScript
Qualifications
1 21 (22.83%) Degree
2 8 (8.70%) Security Cleared
3 7 (7.61%) PhD
4 5 (5.43%) CISSP
4 5 (5.43%) SANS
5 4 (4.35%) DV Cleared
6 3 (3.26%) CTC Cleared
Quality Assurance & Compliance
1 2 (2.17%) QA
2 1 (1.09%) Data Quality
2 1 (1.09%) Disclosure Scotland
2 1 (1.09%) SLA
System Software
1 2 (2.17%) HDFS
Systems Management
1 7 (7.61%) Hadoop YARN
2 5 (5.43%) ArcSight ESM
2 5 (5.43%) QRadar
Vendors
1 18 (19.57%) Tableau
2 8 (8.70%) IBM
3 6 (6.52%) Oracle
3 6 (6.52%) SAP
4 5 (5.43%) ArcSight
4 5 (5.43%) MapR
4 5 (5.43%) Splunk
4 5 (5.43%) Symantec
5 4 (4.35%) Cloudera
6 3 (3.26%) Google
7 2 (2.17%) Microsoft
8 1 (1.09%) Bloomberg
8 1 (1.09%) DoubleClick
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