The following table provides summary statistics for permanent job vacancies 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 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Statistical Modelling
UK
Rank 696 729 821
Rank change year-on-year +33 +92  
Permanent jobs citing Statistical Modelling 165 228 145
As % of all permanent IT jobs advertised in the UK 0.20% 0.22% 0.14%
As % of the Processes & Methodologies category 0.22% 0.25% 0.16%
Number of salaries quoted 143 207 129
Median salary £55,000 £60,000 £52,500
Median salary % change year-on-year -8.33% +14.28%  
90% offered a salary of more than £32,500 £36,500 £39,500
10% offered a salary of more than £85,000 £83,500 £85,000
UK excluding London median salary £42,500 £55,000 £50,000
% change year-on-year -22.72% +10.00%  

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 with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 74757 91546 92626
As % of all permanent IT job vacancies advertised in the UK 89.05% 88.56% 87.03%
Number of salaries quoted 61406 75741 74931
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Statistical Modelling
Job Vacancy Trend

The job posting trend of jobs advertised 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 the UK

Statistical Modelling
Salary Trend

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

Salary trend for Statistical Modelling in the UK

Statistical Modelling
Salary Histogram

The salary distribution of IT jobs citing Statistical Modelling over the 3 months to 26 March 2017.

Salary histogram for Statistical Modelling in the UK

Statistical Modelling
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistical Modelling within the UK over the 3 months to 26 March 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
England +73 164 £55,000 -7.56% 31
London +40 96 £65,000 +8.33% 16
South East +75 22 £62,500 +19.04% 2
West Midlands +29 10 £32,500 -50.00% 3
East of England +27 9 £48,500 -3.00% 2
South West +25 9 £40,000 -11.11%
Yorkshire +15 9 £40,000 +3.89% 3
City of London +33 8 £70,000 +40.00% 4
Bristol +10 8 £40,000 -5.88%
Norwich - 7 £53,500 -
Norfolk - 7 £53,500 -
Birmingham - 6 £32,500 - 2
Kent - 6 £37,000 -
Surrey +41 5 £65,000 +9.24% 1
West Yorkshire +25 5 £39,250 -58.68% 2
Leeds +19 5 £39,250 -58.68% 2
Nottinghamshire +11 5 £42,500 -22.72%
Nottingham +8 5 £42,500 -22.72%
East Midlands +3 5 £42,500 -22.72%
Oxfordshire - 5 £70,000 -
Staines - 5 £65,000 - 1
Folkestone - 5 - -
Solihull -5 4 £36,500 -9.31%
North West -18 4 £55,000 -15.38% 5
Hull -1 3 £40,000 -
East Yorkshire -1 3 £40,000 -
Slough - 3 - -
Berkshire - 3 - -
Cheshire +10 2 £53,750 -46.25% 2
Manchester -19 2 £62,500 +108.33% 3

Statistical Modelling
Top 30 Related IT Skills

For the 6 months to 26 March 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 with a requirement for Statistical Modelling.

1 184 (60.13%) R
2 181 (59.15%) Python
3 176 (57.52%) Analytics
4 170 (55.56%) SQL
5 131 (42.81%) Analytical Skills
6 125 (40.85%) Degree
7 122 (39.87%) Machine Learning
8 117 (38.24%) SAS
9 113 (36.93%) Statistics
10 111 (36.27%) Marketing
11 109 (35.62%) Mathematics
12 97 (31.70%) Big Data
13 88 (28.76%) Hadoop
14 78 (25.49%) Finance
15 73 (23.86%) Algorithms
16 70 (22.88%) Data Analysis
17 69 (22.55%) Data Mining
18 68 (22.22%) Computer Science
19 64 (20.92%) Business Intelligence
20 62 (20.26%) Visualisation
20 62 (20.26%) Tableau
21 61 (19.93%) Apache Spark
22 58 (18.95%) PhD
23 52 (16.99%) Data Analytics
24 48 (15.69%) Predictive Modelling
25 47 (15.36%) Java
25 47 (15.36%) Data Modelling
26 40 (13.07%) SPSS
27 37 (12.09%) Actionable Insight
28 34 (11.11%) MATLAB

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
1 117 (38.24%) SAS
2 61 (19.93%) Apache Spark
3 17 (5.56%) Apache Pig
4 11 (3.59%) Apache
4 11 (3.59%) Elasticsearch
5 6 (1.96%) Tornado
6 5 (1.63%) Apache Airflow
6 5 (1.63%) Luigi
7 4 (1.31%) Jupyter
Applications
1 40 (13.07%) SPSS
2 21 (6.86%) MS Excel
3 16 (5.23%) MS Office
4 12 (3.92%) Stata
5 7 (2.29%) MS PowerPoint
6 5 (1.63%) Spreadsheet
7 2 (0.65%) EViews
8 1 (0.33%) Mathcad
8 1 (0.33%) Simulink
Business Applications
1 3 (0.98%) FastStats
2 1 (0.33%) SAP InfiniteInsight
2 1 (0.33%) SAP Oil and Gas
Cloud Services
1 14 (4.58%) Google Analytics
2 11 (3.59%) Amazon AWS
3 4 (1.31%) Microsoft Azure
4 2 (0.65%) PaaS
5 1 (0.33%) Adobe Analytics
5 1 (0.33%) Amazon EC2
5 1 (0.33%) Amazon EMR
5 1 (0.33%) Amazon S3
5 1 (0.33%) Google Cloud Platform
5 1 (0.33%) Google Play
Communications & Networking
1 4 (1.31%) Symposium
2 3 (0.98%) MVNO
2 3 (0.98%) SMS
3 2 (0.65%) Internet
Database & Business Intelligence
1 97 (31.70%) Big Data
2 88 (28.76%) Hadoop
3 69 (22.55%) Data Mining
4 28 (9.15%) NoSQL
5 25 (8.17%) Data Warehouse
6 23 (7.52%) MongoDB
7 21 (6.86%) Apache Hive
7 21 (6.86%) Base SAS
8 18 (5.88%) MySQL
9 15 (4.90%) SQL Server
10 14 (4.58%) Apache Cassandra
10 14 (4.58%) Relational Database
11 12 (3.92%) BusinessObjects
11 12 (3.92%) Neo4j
11 12 (3.92%) SQL Server Integration Services
12 11 (3.59%) GIS
12 11 (3.59%) PostgreSQL
12 11 (3.59%) QlikView
13 8 (2.61%) RDBMS
13 8 (2.61%) Text Mining
Development Applications
1 7 (2.29%) Git (software)
2 3 (0.98%) JIRA
3 1 (0.33%) Jenkins
General
1 111 (36.27%) Marketing
2 78 (25.49%) Finance
3 27 (8.82%) Retail
4 19 (6.21%) Games
5 12 (3.92%) Banking
6 10 (3.27%) Automotive
7 9 (2.94%) Telecoms
8 6 (1.96%) Advertising
8 6 (1.96%) Billing
9 5 (1.63%) German Language
10 4 (1.31%) Pharmaceutical
10 4 (1.31%) Spanish Language
11 3 (0.98%) Mandarin Language
12 2 (0.65%) Back Office
12 2 (0.65%) Electronics
13 1 (0.33%) French Language
13 1 (0.33%) Manufacturing
13 1 (0.33%) Music Industry
13 1 (0.33%) Polish Language
13 1 (0.33%) Publishing
Job Titles
1 125 (40.85%) Analyst
2 114 (37.25%) Data Scientist
3 47 (15.36%) Senior Analyst
4 40 (13.07%) Data Analyst
5 32 (10.46%) Insight Analyst
6 25 (8.17%) Senior Data Scientist
7 20 (6.54%) Marketing Analyst
8 14 (4.58%) Data Engineer
9 13 (4.25%) Analytics Manager
10 12 (3.92%) SAS Analyst
10 12 (3.92%) Senior Insight Analyst
10 12 (3.92%) SQL Analyst
11 11 (3.59%) Business Intelligence Analyst
11 11 (3.59%) Machine Learning Scientist
11 11 (3.59%) Statistical Analyst
12 10 (3.27%) Data Manager
12 10 (3.27%) Risk Analyst
12 10 (3.27%) Senior Data Analyst
13 9 (2.94%) DevOps Engineer
13 9 (2.94%) Senior SAS Analyst
Libraries, Frameworks & Software Standards
1 15 (4.90%) LAMP
1 15 (4.90%) Pandas
2 14 (4.58%) NumPy
3 13 (4.25%) scikit-learn
4 7 (2.29%) D3.js
5 6 (1.96%) Flask
6 5 (1.63%) .NET
6 5 (1.63%) Kafka
6 5 (1.63%) SciPy
7 3 (0.98%) CSS
7 3 (0.98%) HTML
7 3 (0.98%) Natural Language Processing
7 3 (0.98%) Torch
8 2 (0.65%) Django
8 2 (0.65%) Web Services
9 1 (0.33%) AngularJS
9 1 (0.33%) Elastic Stack
9 1 (0.33%) Redux
9 1 (0.33%) Twisted
9 1 (0.33%) Velocity
Miscellaneous
1 131 (42.81%) Analytical Skills
2 73 (23.86%) Algorithms
3 68 (22.22%) Computer Science
4 23 (7.52%) Credit Risk
5 13 (4.25%) Data Structures
6 9 (2.94%) User Experience
7 8 (2.61%) Fintech
8 7 (2.29%) Management Information System
8 7 (2.29%) Mobile App
8 7 (2.29%) Social Network
9 4 (1.31%) Biotechnology
9 4 (1.31%) FMCG
9 4 (1.31%) Reinsurance
10 3 (0.98%) Client/Server
10 3 (0.98%) Digital Media
11 2 (0.65%) Market Risk
11 2 (0.65%) Social Media
12 1 (0.33%) Life Science
12 1 (0.33%) Streaming Music
12 1 (0.33%) Virtual Team
Operating Systems
1 21 (6.86%) Linux
2 2 (0.65%) Unix
3 1 (0.33%) Apple iOS
3 1 (0.33%) Windows
Processes & Methodologies
1 176 (57.52%) Analytics
2 122 (39.87%) Machine Learning
3 113 (36.93%) Statistics
4 109 (35.62%) Mathematics
5 70 (22.88%) Data Analysis
6 64 (20.92%) Business Intelligence
7 62 (20.26%) Visualisation
8 52 (16.99%) Data Analytics
9 48 (15.69%) Predictive Modelling
10 47 (15.36%) Data Modelling
11 37 (12.09%) Actionable Insight
12 34 (11.11%) Stakeholder Management
13 33 (10.78%) Data Visualisation
14 31 (10.13%) Statistical Analysis
15 28 (9.15%) ETL
16 27 (8.82%) Marketing Strategy
17 26 (8.50%) Physics
18 24 (7.84%) Web Analytics
19 23 (7.52%) Open Source
20 22 (7.19%) Neural Network
Programming Languages
1 184 (60.13%) R
2 181 (59.15%) Python
3 170 (55.56%) SQL
4 47 (15.36%) Java
5 34 (11.11%) MATLAB
6 26 (8.50%) C++
7 20 (6.54%) Scala
8 18 (5.88%) C#
8 18 (5.88%) VBA
9 6 (1.96%) C
9 6 (1.96%) JavaScript
9 6 (1.96%) PL/SQL
10 5 (1.63%) VB
11 4 (1.31%) Julia
11 4 (1.31%) Shell Script
12 3 (0.98%) Perl
12 3 (0.98%) T-SQL
13 1 (0.33%) Bash Shell
13 1 (0.33%) ES6
13 1 (0.33%) Fortran
Qualifications
1 125 (40.85%) Degree
2 58 (18.95%) PhD
3 1 (0.33%) SC Cleared
3 1 (0.33%) Security Cleared
Quality Assurance & Compliance
1 18 (5.88%) Data Quality
2 6 (1.96%) QA
3 1 (0.33%) Actionable Recommendations
System Software
1 11 (3.59%) Docker
2 5 (1.63%) Apache ZooKeeper
Systems Management
1 6 (1.96%) Ansible
2 5 (1.63%) Opscode Chef
3 1 (0.33%) Kibana
3 1 (0.33%) logstash
3 1 (0.33%) StatsD
Vendors
1 62 (20.26%) Tableau
2 17 (5.56%) Oracle
3 15 (4.90%) Google
3 15 (4.90%) Microsoft
4 7 (2.29%) Snowplow
5 5 (1.63%) Red Hat
6 4 (1.31%) MapR
6 4 (1.31%) Splunk
6 4 (1.31%) Teradata
7 3 (0.98%) Alteryx
7 3 (0.98%) Apple
7 3 (0.98%) Omniture
8 2 (0.65%) Facebook
8 2 (0.65%) Salesforce.com
8 2 (0.65%) SAP
9 1 (0.33%) AppDynamics
9 1 (0.33%) Cloudera
9 1 (0.33%) Hortonworks
9 1 (0.33%) Twitter
9 1 (0.33%) Yahoo!
Manchester, Lancashire
Burns Sheehan
Salary: £30000.00 - £50000.00 per annum + Benefits
Posted: 4 days ago
Sheffield, South Yorkshire
Searchability
Salary: £35000 - £42000 per annum + Benefits
Posted: 5 days ago
City, London
TEKsystems
Salary: £40000 - £70000 per annum + benefits + bonus
Posted: 3 days ago
Leeds, West Yorkshire
Searchability
Salary: £30000 - £45000 per annum + Benefits
Posted: 5 days ago
London
Churchill Frank
Salary: £50000 - £70000 per annum
Posted: 4 days ago
Salford, Lancashire
Maclean Moore Consulting
Salary: From £35,000 to £45,000 per annum
Posted: 2 days ago
Warrington, Cheshire
Searchability
Salary: £30000 - £45000 per annum + Benefits
Posted: 5 days ago
Chester, Cheshire
Searchability
Salary: £40000 - £50000 per annum + Benefits
Posted: 5 days ago
Edinburgh
Churchill Frank
Salary: £65000 - £70000 per annum + Benefits
Posted: 7 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £highly competitive + benefits
Posted: 6 days ago
Birmingham
Intouch Games
Salary: £25000 - £35000 per annum + benefits (inc flexi hrs)
Posted: 3 days ago
Halesowen, West Midlands (County)
In touch games
Salary: £25000 - £35000 per annum + benefits (inc flexi hrs)
Posted: 3 days ago
London
Parallel Consulting
Salary: £50000 - £75000 per annum + bonus + benefits
Posted: 5 days ago
Leeds, West Yorkshire
Ampersand Consulting
Salary: £35000 - £37000 per annum + Fantastic Benefits
Posted: 4 days ago
London
Careerwise UK Limited
Salary: £90000 - £95000 per annum + benefits
Posted: 5 days ago
Birmingham, West Midlands (County)
CV Screen Ltd
Salary: £25k - 32k per year + benefits
Posted: 5 days ago
London
Parallel Consulting
Salary: £30000 - £35000 per annum + bonus + benefits
Posted: 6 days ago
London
McGregor Boyall
Salary: £50000 - £70000.00 per annum
Posted: 5 days ago
London
TEKsystems
Salary: £45000 - £90000 per annum + Benefits (Bonus, Pension..)
Posted: 2 days ago
Central London / West End
Mayson Hunt
Salary: From £45,000 to £60,000 per annum + Medical, Flexi Hours, etc.
Posted: 5 days ago
City, London
Martin & Conley
Salary: £54000 - £75000 per annum + bonus
Posted: 4 days ago
City, London
Miller Maxwell Ltd
Salary: From £45,000 to £65,000 per annum
Posted: 6 days ago
London
Energize Recruitment Solutions Ltd
Salary: £50000 - £75000 per annum + bonus +benefits
Posted: 13 days ago
Staines
Centrica
Salary: £100,000 - including bonus
Posted: 19 days ago
City, London
Digital Gurus
Salary: £35000 - £50000 Per Annum + benefits
Posted: 23 days ago
London
Churchill Frank
Salary: £50000 - £70000 per annum
Posted: 18 days ago
London
Energize Recruitment Solutions Ltd
Salary: £40000 - £75000 per annum
Posted: 13 days ago
West Sussex
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: 24 days ago
Manchester, Lancashire
Swinton
Salary: From £32,000 to £36,000 per annum
Posted: 19 days ago