The following table provides summary statistics for permanent job vacancies advertised in England 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 27 June 2017 with a comparison to the same period in the previous 2 years.

Statistical Modelling
UK / England
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 723 711 809
Rank change year-on-year -12 +98  
Permanent jobs citing Statistical Modelling 143 201 144
As % of all permanent IT jobs advertised in England 0.17% 0.22% 0.14%
As % of the Processes & Methodologies category 0.19% 0.24% 0.16%
Number of salaries quoted 121 170 117
Median salary £55,000 £52,500 £55,000
Median salary % change year-on-year +4.76% -4.54%  
90% offered a salary of more than £30,000 £35,000 £35,000
10% offered a salary of more than £70,000 £72,750 £90,000
UK excluding London median salary £49,700 £45,000 £47,500
% change year-on-year +10.44% -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 England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 75142 82315 90296
As % of all permanent IT job vacancies advertised in England 89.70% 88.99% 88.00%
Number of salaries quoted 60877 69674 74649
Median salary £51,500 £50,000 £50,000
Median salary % change year-on-year +3.00% -  
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Statistical Modelling
Job Vacancy Trend in England

The job posting trend of jobs advertised in England 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 England

Statistical Modelling
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Statistical Modelling in England.

Salary trend for Statistical Modelling in England

Statistical Modelling
Salary Histogram in England

The salary distribution of IT jobs citing Statistical Modelling in England over the 3 months to 27 June 2017.

Salary histogram for Statistical Modelling in England

Statistical Modelling
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistical Modelling within the England region over the 3 months to 27 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
London -20 67 £62,500 +13.63% 12
South East +42 19 £50,000 +25.00% 2
North West -25 17 £42,500 +23.18% 1
East of England +3 15 £60,000 -8.39% 4
West Midlands +2 9 £32,500 -35.00% 2
Yorkshire -8 6 £36,000 +38.46% 4
South West -18 6 £44,000 -18.51% 4
North East - 2 £55,000 -
East Midlands +11 1 £60,000 +50.00%
Statistical Modelling
UK

For the 6 months to 27 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 England region with a requirement for Statistical Modelling.

1 194 (63.19%) SQL
2 191 (62.21%) Python
3 184 (59.93%) Analytics
4 178 (57.98%) R
5 144 (46.91%) Machine Learning
6 138 (44.95%) Analytical Skills
7 133 (43.32%) Statistics
8 129 (42.02%) Big Data
9 122 (39.74%) SAS
10 113 (36.81%) Degree
11 110 (35.83%) Mathematics
12 106 (34.53%) Algorithms
13 101 (32.90%) Marketing
14 94 (30.62%) Hadoop
15 83 (27.04%) Data Mining
16 78 (25.41%) Finance
17 76 (24.76%) Data Modelling
17 76 (24.76%) Visualisation
18 69 (22.48%) Apache Spark
19 68 (22.15%) Business Intelligence
20 67 (21.82%) PhD
21 66 (21.50%) Data Analysis
22 63 (20.52%) Data Analytics
23 62 (20.20%) Java
24 61 (19.87%) Computer Science
25 60 (19.54%) Tableau
26 52 (16.94%) Microsoft Excel
27 50 (16.29%) Predictive Modelling
28 48 (15.64%) MATLAB
28 48 (15.64%) Statistical Analysis

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
1 122 (39.74%) SAS
2 69 (22.48%) Apache Spark
3 16 (5.21%) Apache Pig
4 10 (3.26%) Apache
5 9 (2.93%) Elasticsearch
6 7 (2.28%) Tornado
7 5 (1.63%) Apache Airflow
7 5 (1.63%) Luigi
8 2 (0.65%) IPython
8 2 (0.65%) Jupyter
9 1 (0.33%) DNN
Applications
1 52 (16.94%) Microsoft Excel
2 40 (13.03%) SPSS
3 13 (4.23%) Microsoft Office
4 5 (1.63%) Microsoft PowerPoint
5 3 (0.98%) EViews
6 2 (0.65%) Mathcad
6 2 (0.65%) Simulink
6 2 (0.65%) Stata
7 1 (0.33%) Spreadsheet
7 1 (0.33%) SPSS Modeler
Business Applications
1 3 (0.98%) Adobe Campaign
1 3 (0.98%) Unica
2 2 (0.65%) Raiser's Edge
3 1 (0.33%) FastStats
3 1 (0.33%) SAP InfiniteInsight
Cloud Services
1 19 (6.19%) Amazon AWS
2 11 (3.58%) Google Analytics
3 6 (1.95%) Microsoft Azure
4 2 (0.65%) Amazon EMR
5 1 (0.33%) Amazon EC2
5 1 (0.33%) Azure Machine Learning
5 1 (0.33%) GitHub
5 1 (0.33%) Google Play
5 1 (0.33%) PaaS
Communications & Networking
1 3 (0.98%) SMS
2 2 (0.65%) MVNO
2 2 (0.65%) Symposium
3 1 (0.33%) Internet
Database & Business Intelligence
1 129 (42.02%) Big Data
2 94 (30.62%) Hadoop
3 83 (27.04%) Data Mining
4 42 (13.68%) Apache Hive
5 27 (8.79%) Data Warehouse
6 23 (7.49%) NoSQL
7 17 (5.54%) MySQL
7 17 (5.54%) Relational Database
7 17 (5.54%) SQL Server
8 16 (5.21%) MongoDB
9 14 (4.56%) Base SAS
9 14 (4.56%) BusinessObjects
9 14 (4.56%) QlikView
10 11 (3.58%) SQL Server Integration Services
11 10 (3.26%) Neo4j
12 9 (2.93%) Impala
12 9 (2.93%) Power BI
12 9 (2.93%) SQL Server Reporting Services
13 8 (2.61%) GIS
14 7 (2.28%) Text Mining
Development Applications
1 7 (2.28%) Git (software)
2 1 (0.33%) RStudio
2 1 (0.33%) Team Foundation Server
2 1 (0.33%) Visual Studio
General
1 101 (32.90%) Marketing
2 78 (25.41%) Finance
3 29 (9.45%) Retail
4 26 (8.47%) Games
5 14 (4.56%) Banking
6 9 (2.93%) Advertising
7 7 (2.28%) Automotive
7 7 (2.28%) Telecoms
8 6 (1.95%) Billing
9 2 (0.65%) Back Office
9 2 (0.65%) Electronics
9 2 (0.65%) German Language
9 2 (0.65%) Pharmaceutical
9 2 (0.65%) Spanish Language
10 1 (0.33%) Aerospace
10 1 (0.33%) Law
10 1 (0.33%) Mandarin Language
10 1 (0.33%) Music Industry
Job Titles
1 122 (39.74%) Data Scientist
2 106 (34.53%) Analyst
3 41 (13.36%) Senior Analyst
4 38 (12.38%) Data Analyst
5 29 (9.45%) Insight Analyst
6 23 (7.49%) Senior Data Scientist
7 18 (5.86%) Consultant
7 18 (5.86%) SQL Analyst
8 13 (4.23%) Analytics Consultant
8 13 (4.23%) Business Intelligence Analyst
8 13 (4.23%) Data Consultant
8 13 (4.23%) SAS Analyst
9 12 (3.91%) Analytics Manager
9 12 (3.91%) Data Engineer
9 12 (3.91%) Senior Data Analyst
9 12 (3.91%) Senior Insight Analyst
10 11 (3.58%) Data Manager
10 11 (3.58%) Machine Learning Scientist
11 10 (3.26%) Senior SAS Analyst
12 9 (2.93%) SAS Consultant
Libraries, Frameworks & Software Standards
1 14 (4.56%) LAMP
1 14 (4.56%) Natural Language Processing
2 11 (3.58%) scikit-learn
3 10 (3.26%) Pandas
4 9 (2.93%) D3.js
4 9 (2.93%) HTML
4 9 (2.93%) NumPy
5 8 (2.61%) CSS
5 8 (2.61%) Web Services
6 7 (2.28%) Flask
6 7 (2.28%) JSON
7 6 (1.95%) Kafka
8 4 (1.30%) TensorFlow
9 3 (0.98%) .NET
9 3 (0.98%) Theano
10 2 (0.65%) SciPy
11 1 (0.33%) Boost C++ Libraries
11 1 (0.33%) Django
11 1 (0.33%) jQuery
11 1 (0.33%) RESTful
Miscellaneous
1 138 (44.95%) Analytical Skills
2 106 (34.53%) Algorithms
3 61 (19.87%) Computer Science
4 17 (5.54%) Credit Risk
5 10 (3.26%) User Experience
6 9 (2.93%) Greenfield Project
7 7 (2.28%) Data Structures
7 7 (2.28%) Social Network
7 7 (2.28%) Virtual Team
8 6 (1.95%) Foreign Exchange (FX)
9 5 (1.63%) FMCG
10 4 (1.30%) Fintech
10 4 (1.30%) Management Information System
10 4 (1.30%) Reinsurance
11 2 (0.65%) Biotechnology
11 2 (0.65%) Digital Media
11 2 (0.65%) Online Games
11 2 (0.65%) Social Media
12 1 (0.33%) Smart Meter
12 1 (0.33%) Streaming Music
Operating Systems
1 15 (4.89%) Linux
2 2 (0.65%) Unix
2 2 (0.65%) Windows
3 1 (0.33%) Apple iOS
3 1 (0.33%) Ubuntu
Processes & Methodologies
1 184 (59.93%) Analytics
2 144 (46.91%) Machine Learning
3 133 (43.32%) Statistics
4 110 (35.83%) Mathematics
5 76 (24.76%) Data Modelling
5 76 (24.76%) Visualisation
6 68 (22.15%) Business Intelligence
7 66 (21.50%) Data Analysis
8 63 (20.52%) Data Analytics
9 50 (16.29%) Predictive Modelling
10 48 (15.64%) Statistical Analysis
11 45 (14.66%) Data Visualisation
12 29 (9.45%) Data Management
13 26 (8.47%) Actionable Insight
14 25 (8.14%) Stakeholder Management
15 24 (7.82%) Decision Tree
16 23 (7.49%) Physics
17 22 (7.17%) Software Engineering
18 21 (6.84%) Artificial Intelligence
18 21 (6.84%) CRM
Programming Languages
1 194 (63.19%) SQL
2 191 (62.21%) Python
3 178 (57.98%) R
4 62 (20.20%) Java
5 48 (15.64%) MATLAB
6 34 (11.07%) C++
7 24 (7.82%) Scala
8 15 (4.89%) VBA
9 14 (4.56%) C#
10 8 (2.61%) JavaScript
10 8 (2.61%) VB
11 5 (1.63%) Perl
11 5 (1.63%) Shell Script
12 3 (0.98%) C
12 3 (0.98%) T-SQL
13 2 (0.65%) Bash Shell
13 2 (0.65%) Fortran
13 2 (0.65%) Julia
13 2 (0.65%) Ruby
14 1 (0.33%) Go
Qualifications
1 113 (36.81%) Degree
2 67 (21.82%) PhD
3 47 (15.31%) Numerate Degree
4 13 (4.23%) Computer Science Degree
5 11 (3.58%) Master's Degree
6 1 (0.33%) MBA
6 1 (0.33%) SC Cleared
6 1 (0.33%) Security Cleared
Quality Assurance & Compliance
1 18 (5.86%) Data Quality
2 4 (1.30%) QA
3 2 (0.65%) Actionable Recommendations
4 1 (0.33%) IFRS
System Software
1 13 (4.23%) Docker
2 6 (1.95%) Apache Flume
2 6 (1.95%) Apache ZooKeeper
3 3 (0.98%) HDFS
Systems Management
1 6 (1.95%) Ansible
1 6 (1.95%) Opscode Chef
2 1 (0.33%) Kibana
2 1 (0.33%) logstash
2 1 (0.33%) StatsD
Vendors
1 60 (19.54%) Tableau
2 17 (5.54%) Microsoft
3 13 (4.23%) Oracle
4 11 (3.58%) Google
5 8 (2.61%) SAP
5 8 (2.61%) Teradata
6 6 (1.95%) Red Hat
7 4 (1.30%) Cloudera
7 4 (1.30%) Hortonworks
7 4 (1.30%) Snowplow
7 4 (1.30%) Splunk
8 3 (0.98%) Alterian
8 3 (0.98%) Alteryx
8 3 (0.98%) Vertica
9 2 (0.65%) Minitab
9 2 (0.65%) Omniture
9 2 (0.65%) Salesforce.com
10 1 (0.33%) Algorithmics
10 1 (0.33%) Lattice Semiconductor
10 1 (0.33%) Netezza
Cambridge, Cambridgeshire
Amazing Prospects Ltd
Salary: £25k - 50k per year + The Very Best+ Top Prospects!!
Posted: 19 hours ago
London
ARC IT Recruitment Ltd
Salary: £40000 - £60000 per annum + Benefits
Posted: 17 hours ago
City, London
TEKsystems
Salary: £60000 - £80000 per annum + benefits
Posted: 8 hours ago
Swindon, Wiltshire
Understanding Recruitment
Salary: £55000.00 - £65000.00 per annum + Benefits
Posted: Yesterday
Sheffield, South Yorkshire
Searchability
Salary: £23000 - £40000 per annum + Benefits
Posted: Yesterday
Leeds
Searchability
Salary: £30000 - £45000 per annum + Benefits
Posted: 2 days ago
London
Birch & James Associates
Salary: From £50,000 to £90,000 per annum
Posted: Yesterday
London
Square One Resources
Salary: From £60,000 to £70,000 per annum
Posted: Yesterday
Cheshire
Churchill Frank
Salary: £55000 - £60000 per annum
Posted: 4 days ago
Solihull
Churchill Frank
Salary: £35000 - £40000 per annum + benefits
Posted: 3 days ago
London
Opus Recruitment Solutions Ltd
Salary: £90000 - £110000 per annum, Benefits Excellent Benefits and Bonus
Posted: 4 days ago
Birmingham
Churchill Frank
Salary: £45000 per annum
Posted: 21 hours ago
London
NST Recruitment Limited
Salary: Benefits
Posted: Yesterday
Surrey
Churchill Frank
Salary: £40000 - £45000 per annum + benefits
Posted: 3 days ago
Wiltshire
Capita Resourcing - IT Resourcing
Salary: £25000 - £40000 per annum + benefits
Posted: 6 days ago
Central London / West End
Reed Business Information Ltd
Salary: Competitive + bonus & extensive benefits
Posted: 19 days ago
London
aap3
Salary: £110000.00 per annum
Posted: 14 days ago
Central London / West End
Reed Business Information Ltd
Salary: Generous + training + extensive benefits
Posted: 21 days ago
Staines
Centrica
Salary: Package circa: £80,000 including Travel/Car allowance, Pension, bonus, Flexible benefits and 25 days annual leave, as well as the opportunity for flexible working.
Posted: 14 days ago
Hertfordshire
Vinehouse Essential Ltd
Salary: £30k to £50k
Posted: 26 days ago
Leeds, West Yorkshire
Woodrow Mercer Recruitment
Salary: £50000 - £60000 per annum + benefits
Posted: 5 days ago
Luton
TUI Group Careers
Salary: Competitive
Posted: 21 days ago
Luton
TUI Group Careers
Salary: Competitive
Posted: 21 days ago
Leeds
Ampersand Consulting
Salary: £35000 - £37000 per annum + Fantastic Benefits
Posted: 26 days ago