The table below looks at the statistics for Statistical Modelling skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Statistical Modelling over the 3 months to 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Statistical Modelling
Rank 732 809 822
Rank change year-on-year
+77 +13
Permanent jobs citing Statistical Modelling 149 165 172
As % of all permanent IT jobs located in the UK 0.17% 0.16% 0.15%
As % of the Processes & Methodologies category 0.19% 0.18% 0.18%
Number of salaries quoted 133 137 155
Median salary £45,000 £52,500 £47,500
Median salary % change year-on-year
-14.28% +10.52%
90% offered a salary of more than £30,000 £35,000 £35,000
10% offered a salary of more than £70,000 £77,500 £78,750
UK excluding London median salary £42,500 £47,500 £45,000
% change year-on-year
-10.52% +5.55%

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

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
79108 93200 97300
As % of all permanent IT jobs located in the UK 88.07% 87.55% 85.72%
Number of salaries quoted 65148 76972 80013
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Statistical Modelling
Jobs Demand Trend

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

Statistical Modelling Jobs Demand Trend 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 within the UK.

Statistical Modelling Salary Trend in the UK

Statistical Modelling
Salary Histogram

This chart provides a salary histogram for IT jobs citing Statistical Modelling over the 3 months to 8 December 2016 within the UK.

Statistical Modelling Salary Histogram 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 8 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +50 140 £45,000 -14.28% 33
London +4 60 £57,500 -2.54% 18
West Midlands +11 17 £30,000 -50.00% 4
East Midlands +18 15 £42,500 -
Birmingham - 14 £30,000 - 1
South East +58 12 £58,500 +17.00% 1
North West -18 12 £30,000 -19.41% 3
Manchester -6 11 £30,000 - 1
Nottingham - 11 £42,500 -
Nottinghamshire - 11 £42,500 -
Yorkshire +24 10 £42,500 +6.25% 3
Oxfordshire - 8 £58,500 - 1
West Yorkshire +34 6 £34,000 -9.33% 3
City of London +24 6 £48,750 +21.87% 3
East of England +4 5 £40,000 +26.98% 2
North East - 5 £34,000 -
Leeds +27 4 £37,000 -4.51% 1
Scotland +25 4 £43,211 -
South West +5 4 £30,000 -14.28% 2
Durham - 4 £40,750 -
Edinburgh +12 3 £45,000 -
Cambridgeshire +7 3 £40,000 -28.88% 2
Hull +4 3 £45,000 +5.88%
East Yorkshire +2 3 £45,000 +5.88%
Devon - 3 - -
Peterborough - 3 £40,000 -
Exeter - 3 - -
Leicester - 3 £42,500 -
Maidstone - 3 £65,000 -
Cardiff - 3 £50,000 -

Statistical Modelling
Top 30 Related IT Skills

For the 6 months to 8 December 2016, 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.

1 185 (56.75%) Analytics
2 168 (51.53%) Python
3 164 (50.31%) R
4 156 (47.85%) Analytical Skills
5 138 (42.33%) Degree
6 135 (41.41%) SQL
7 133 (40.80%) Machine Learning
8 119 (36.50%) Statistics
9 102 (31.29%) SAS
10 101 (30.98%) Mathematics
11 97 (29.75%) Marketing
12 76 (23.31%) Data Mining
13 71 (21.78%) Big Data
13 71 (21.78%) Hadoop
13 71 (21.78%) Algorithms
14 67 (20.55%) Business Intelligence
15 66 (20.25%) Computer Science
16 65 (19.94%) Data Analysis
17 64 (19.63%) Visualisation
18 63 (19.33%) Java
19 61 (18.71%) Apache Spark
20 60 (18.40%) Finance
21 58 (17.79%) PhD
22 54 (16.56%) Data Analytics
23 44 (13.50%) Tableau
24 43 (13.19%) Data Modelling
25 40 (12.27%) Physics
25 40 (12.27%) Predictive Modelling
25 40 (12.27%) Actionable Insight
26 35 (10.74%) NoSQL

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
1 102 (31.29%) SAS
2 61 (18.71%) Apache Spark
3 8 (2.45%) Apache Pig
4 4 (1.23%) Apache
4 4 (1.23%) Jupyter
5 2 (0.61%) SharePoint
6 1 (0.31%) Elasticsearch
Applications
1 32 (9.82%) MS Excel
2 31 (9.51%) SPSS
3 13 (3.99%) Stata
4 12 (3.68%) MS PowerPoint
5 5 (1.53%) Spreadsheet
6 4 (1.23%) Gephi
6 4 (1.23%) MS Office
7 1 (0.31%) Mathematica
7 1 (0.31%) S-PLUS
Business Applications
1 10 (3.07%) FastStats
2 2 (0.61%) Oracle ERP
2 2 (0.61%) SAP ERP
2 2 (0.61%) SAP InfiniteInsight
2 2 (0.61%) SAP Oil and Gas
3 1 (0.31%) Cognos TM1
3 1 (0.31%) Data Workbench
3 1 (0.31%) Eloqua
3 1 (0.31%) Oracle Financials
Cloud Services
1 13 (3.99%) Google Analytics
2 7 (2.15%) Amazon AWS
3 6 (1.84%) PaaS
4 5 (1.53%) Amazon EC2
5 4 (1.23%) Microsoft Azure
6 3 (0.92%) Amazon EMR
6 3 (0.92%) Cloud Computing
6 3 (0.92%) Google Cloud Platform
7 2 (0.61%) Adobe Analytics
7 2 (0.61%) Amazon S3
Communications & Networking
1 2 (0.61%) 3G
1 2 (0.61%) 4G
1 2 (0.61%) HSPA
1 2 (0.61%) Internet
1 2 (0.61%) LTE
1 2 (0.61%) Wi-Fi
2 1 (0.31%) SMS
Database & Business Intelligence
1 76 (23.31%) Data Mining
2 71 (21.78%) Big Data
2 71 (21.78%) Hadoop
3 35 (10.74%) NoSQL
4 26 (7.98%) Data Warehouse
5 25 (7.67%) PostgreSQL
6 24 (7.36%) MongoDB
7 21 (6.44%) SQL Server
8 20 (6.13%) Apache Cassandra
9 19 (5.83%) Relational Database
10 17 (5.21%) Amazon Redshift
10 17 (5.21%) Text Mining
11 13 (3.99%) RDBMS
12 12 (3.68%) Base SAS
13 11 (3.37%) Looker
14 10 (3.07%) Apache Hive
14 10 (3.07%) HBase
14 10 (3.07%) MySQL
15 9 (2.76%) QlikView
16 8 (2.45%) Impala
Development Applications
1 3 (0.92%) JIRA
2 2 (0.61%) Team Foundation Server
3 1 (0.31%) Git (software)
3 1 (0.31%) Jenkins
3 1 (0.31%) Visual Studio
General
1 97 (29.75%) Marketing
2 60 (18.40%) Finance
3 19 (5.83%) Games
4 17 (5.21%) Retail
5 12 (3.68%) Automotive
6 10 (3.07%) Advertising
6 10 (3.07%) French Language
7 5 (1.53%) Telecoms
8 4 (1.23%) Banking
9 3 (0.92%) German Language
9 3 (0.92%) Mandarin Language
10 2 (0.61%) Electronics
10 2 (0.61%) Law
10 2 (0.61%) Manufacturing
10 2 (0.61%) Spanish Language
11 1 (0.31%) Legal
11 1 (0.31%) Polish Language
11 1 (0.31%) Publishing
Job Titles
1 121 (37.12%) Analyst
2 120 (36.81%) Data Scientist
3 40 (12.27%) Data Analyst
4 34 (10.43%) Senior Analyst
5 29 (8.90%) Senior Data Scientist
6 21 (6.44%) Developer
7 17 (5.21%) Insight Analyst
8 13 (3.99%) Marketing Analyst
9 12 (3.68%) Consultant
10 11 (3.37%) SAS Analyst
11 10 (3.07%) Machine Learning Scientist
12 9 (2.76%) Architect
12 9 (2.76%) Quantitative Developer
12 9 (2.76%) Statistician
12 9 (2.76%) Web Analyst
13 8 (2.45%) Analytics Manager
13 8 (2.45%) Business Analyst
13 8 (2.45%) Data Consultant
13 8 (2.45%) Risk Analyst
14 7 (2.15%) Data Engineer
Libraries, Frameworks & Software Standards
1 11 (3.37%) NumPy
2 10 (3.07%) D3.js
3 9 (2.76%) Pandas
4 7 (2.15%) scikit-learn
5 5 (1.53%) Natural Language Processing
6 4 (1.23%) Web Services
7 3 (0.92%) .NET
7 3 (0.92%) SciPy
7 3 (0.92%) Torch
8 2 (0.61%) Node.js
9 1 (0.31%) Cascading
9 1 (0.31%) Django
9 1 (0.31%) JSON
9 1 (0.31%) Spark Streaming
9 1 (0.31%) Velocity
9 1 (0.31%) XML
Miscellaneous
1 156 (47.85%) Analytical Skills
2 119 (36.50%) Statistics
3 101 (30.98%) Mathematics
4 71 (21.78%) Algorithms
5 66 (20.25%) Computer Science
6 64 (19.63%) Visualisation
7 40 (12.27%) Physics
8 27 (8.28%) Neural Network
9 22 (6.75%) Artificial Intelligence
9 22 (6.75%) Economics
10 17 (5.21%) Credit Risk
10 17 (5.21%) Data Structures
11 12 (3.68%) Social Media
12 6 (1.84%) Hedge funds
12 6 (1.84%) Life Science
12 6 (1.84%) Mobile App
12 6 (1.84%) Xbox
13 5 (1.53%) Applied Mathematics
13 5 (1.53%) Fintech
14 4 (1.23%) Management Information System
Operating Systems
1 15 (4.60%) Linux
2 9 (2.76%) Unix
Processes & Methodologies
1 185 (56.75%) Analytics
2 133 (40.80%) Machine Learning
3 67 (20.55%) Business Intelligence
4 65 (19.94%) Data Analysis
5 54 (16.56%) Data Analytics
6 43 (13.19%) Data Modelling
7 40 (12.27%) Actionable Insight
7 40 (12.27%) Predictive Modelling
8 33 (10.12%) Data Visualisation
9 29 (8.90%) Agile Software Development
9 29 (8.90%) Statistical Analysis
10 26 (7.98%) Customer Insight
11 25 (7.67%) Bayesian Methods
11 25 (7.67%) Data Management
12 23 (7.06%) E-Commerce
13 22 (6.75%) Project Management
14 21 (6.44%) Stakeholder Management
15 20 (6.13%) ETL
16 19 (5.83%) Web Analytics
17 17 (5.21%) Logistic Regression
Programming Languages
1 168 (51.53%) Python
2 164 (50.31%) R
3 135 (41.41%) SQL
4 63 (19.33%) Java
5 29 (8.90%) C++
5 29 (8.90%) MATLAB
6 28 (8.59%) Scala
7 22 (6.75%) VBA
8 12 (3.68%) C#
9 10 (3.07%) JavaScript
10 9 (2.76%) VB
11 8 (2.45%) C
12 6 (1.84%) Perl
12 6 (1.84%) PL/SQL
13 5 (1.53%) Go
13 5 (1.53%) Julia
14 3 (0.92%) Bash Shell
15 2 (0.61%) Haskell
15 2 (0.61%) Ruby
16 1 (0.31%) T-SQL
Qualifications
1 138 (42.33%) Degree
2 58 (17.79%) PhD
3 3 (0.92%) BPSS Clearance
3 3 (0.92%) Postgraduate
4 1 (0.31%) DV Cleared
4 1 (0.31%) Security Cleared
Quality Assurance & Compliance
1 13 (3.99%) Data Quality
1 13 (3.99%) QA
2 3 (0.92%) Actionable Recommendations
3 1 (0.31%) SLA
System Software
1 1 (0.31%) Docker
Vendors
1 44 (13.50%) Tableau
2 21 (6.44%) Microsoft
3 16 (4.91%) Google
4 15 (4.60%) Oracle
5 11 (3.37%) Facebook
6 10 (3.07%) IBM
6 10 (3.07%) MicroStrategy
7 9 (2.76%) Netezza
7 9 (2.76%) Vertica
8 8 (2.45%) Tealeaf
8 8 (2.45%) Twitter
9 6 (1.84%) SAP
10 5 (1.53%) Cognos
11 3 (0.92%) Adobe
11 3 (0.92%) Apple
11 3 (0.92%) Greenplum
11 3 (0.92%) MapR
11 3 (0.92%) Sybase
12 2 (0.61%) Minitab
12 2 (0.61%) Teradata
City, London
Parallel Consulting
Salary: £75 - £65000 per annum
Posted: 13 hours ago
Central London / West End
Client Server
Salary: £30k to £40k + benefits
Posted: 7 hours ago
London
Oho Group Ltd.
Salary: £35000 - £75000 per annum
Posted: 2 days ago
Manchester, Lancashire
Oscar
Salary: £40000 - £60000 per annum + Benefits
Posted: Yesterday
Halesowen, West Midlands (County)
In touch games
Salary: £20000 - £25000 per annum + benefits (inc flexi hrs)
Posted: 11 hours ago
London
Churchill Frank
Salary: £80000 - £81000 per annum
Posted: 18 hours ago
Halesowen, West Midlands (County)
In touch games
Salary: £30000 - £35000 per annum + benefits (inc flexi hrs)
Posted: Yesterday
Birmingham
Intouch Games
Salary: £30000 - £35000 per annum + benefits (inc flexi hrs)
Posted: Yesterday
Halesowen, West Midlands (County)
In touch games
Salary: £20000 - £25000 per annum + benefits (inc flexi hrs)
Posted: 11 hours ago
City, London
The Bridge Ltd
Salary: From £60,000 to £80,000 per annum Pension Scheme, Life & Medical Insur
Posted: 13 hours ago
City, London
Harris Global
Salary: From £50,000 to £65,000 per annum + bonus and benefits
Posted: Yesterday
Cheshire
Churchill Frank
Salary: £40000 - £65000 per annum + Bonus + Pension
Posted: 2 days ago
Kingston Upon Thames, Surrey
First Point
Salary: £35000.00 - £45000.00 per annum
Posted: Yesterday
West Yorkshire
Applicant Services
Salary: Salary up to £35,000 dependent on experience + 3% flexible benefits + on target bonus of 5% + contributory pension
Posted: 2 days ago
London
HFG
Salary: £65000 - £70000 per annum
Posted: 2 days ago
Oxfordshire
Churchill Frank
Salary: £45000 - £60000 per annum
Posted: 6 days ago
London
Parallel Consulting
Salary: £40000 - £50000 per annum + bonus + benefits
Posted: 3 days ago
Chester, Cheshire
Searchability
Salary: £40000 - £50000 per annum + benefits
Posted: 6 days ago
Central London
Savvy Recruitment
Salary: £40,000 - £50,000 per year
Posted: 7 days ago
Central London
Savvy Recruitment
Salary: £25,000 - £35,000 per year
Posted: 8 days ago
London
Client Server
Salary: £35k to £40k + benefits
Posted: 8 days ago
London
Client Server
Salary: £80k to £100k + benefits
Posted: 7 days ago
Bristol
Churchill Frank
Salary: £25000 - £35000 per annum + FS and Basel Training
Posted: 13 days ago
London
Client Server
Salary: £80k to £100k + bonus + benefits
Posted: 14 days ago
London
Client Server
Salary: £30k to £40k + benefits
Posted: 15 days ago
Bristol, Avon
myBench Ltd
Salary: Up to £65,000 per annum
Posted: 27 days ago
London
Client Server
Salary: £80000 - £100000 per annum + bonus + benefits
Posted: 22 days ago
Cambridge
The Wellcome Trust Sanger Institute
Salary: £31115 - £39004 per annum + excellent benefits
Posted: 24 days ago