The table below looks at the statistics for Statistical Modelling skills in IT jobs advertised for the England region. 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 723 773 782
Rank change year-on-year
+50 +9
Permanent jobs citing Statistical Modelling 140 162 168
As % of all permanent IT jobs located in England 0.17% 0.16% 0.16%
As % of the Processes & Methodologies category 0.19% 0.19% 0.18%
Number of salaries quoted 124 137 151
Median salary £45,000 £52,500 £48,750
Median salary % change year-on-year
-14.28% +7.69%
90% offered a salary of more than £30,000 £35,000 £35,000
10% offered a salary of more than £71,750 £77,500 £79,750
UK excluding London median salary £42,500 £47,500 £45,000
% change year-on-year
-10.52% +5.55%
Statistical Modelling
UK

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

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
74188 87260 91362
As % of all permanent IT jobs located in England 88.07% 87.53% 85.72%
Number of salaries quoted 61620 72885 75752
Median salary £50,000 £50,000 £49,000
Median salary % change year-on-year
- +2.04%
90% offered a salary of more than £32,500 £32,500 £31,500
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 in England

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

Statistical Modelling Jobs Demand Trend 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 across the England region.

Statistical Modelling Salary Trend in England

Statistical Modelling
Salary Histogram in England

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

Statistical Modelling Salary Histogram 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 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
London +4 60 £57,500 -2.54% 18
West Midlands +11 17 £30,000 -50.00% 2
East Midlands +18 15 £42,500 -
South East +58 12 £58,500 +17.00% 2
North West -18 12 £30,000 -19.41% 4
Yorkshire +24 10 £42,500 +6.25% 3
East of England +4 5 £40,000 +26.98% 3
North East - 5 £34,000 -
South West +5 4 £30,000 -14.28% 2
Statistical Modelling
UK

Statistical Modelling
Top 30 Related IT Skills in England

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 across the England region with a requirement for Statistical Modelling.

1 175 (57.38%) Analytics
2 156 (51.15%) Python
3 152 (49.84%) R
4 151 (49.51%) Analytical Skills
5 129 (42.30%) Degree
6 125 (40.98%) SQL
7 124 (40.66%) Machine Learning
8 113 (37.05%) Statistics
9 98 (32.13%) Mathematics
10 96 (31.48%) Marketing
11 94 (30.82%) SAS
12 69 (22.62%) Data Mining
13 66 (21.64%) Algorithms
14 64 (20.98%) Big Data
14 64 (20.98%) Business Intelligence
15 63 (20.66%) Java
16 61 (20.00%) Computer Science
17 60 (19.67%) Hadoop
17 60 (19.67%) Visualisation
18 58 (19.02%) PhD
19 54 (17.70%) Data Analysis
20 53 (17.38%) Finance
20 53 (17.38%) Data Analytics
21 50 (16.39%) Apache Spark
22 42 (13.77%) Data Modelling
23 40 (13.11%) Physics
23 40 (13.11%) Tableau
23 40 (13.11%) Actionable Insight
24 39 (12.79%) Predictive Modelling
25 35 (11.48%) NoSQL

Statistical Modelling
Top Related 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 94 (30.82%) SAS
2 50 (16.39%) Apache Spark
3 4 (1.31%) Apache
3 4 (1.31%) Apache Pig
3 4 (1.31%) Jupyter
4 2 (0.66%) SharePoint
5 1 (0.33%) Elasticsearch
Applications
1 28 (9.18%) SPSS
2 26 (8.52%) MS Excel
3 12 (3.93%) MS PowerPoint
4 10 (3.28%) Stata
5 5 (1.64%) Spreadsheet
6 4 (1.31%) Gephi
6 4 (1.31%) MS Office
7 1 (0.33%) Mathematica
7 1 (0.33%) S-PLUS
Business Applications
1 10 (3.28%) FastStats
2 2 (0.66%) Oracle ERP
2 2 (0.66%) SAP ERP
2 2 (0.66%) SAP InfiniteInsight
2 2 (0.66%) SAP Oil and Gas
3 1 (0.33%) Cognos TM1
3 1 (0.33%) Data Workbench
3 1 (0.33%) Eloqua
3 1 (0.33%) Oracle Financials
Cloud Services
1 12 (3.93%) Google Analytics
2 7 (2.30%) Amazon AWS
3 6 (1.97%) PaaS
4 5 (1.64%) Amazon EC2
5 4 (1.31%) Microsoft Azure
6 3 (0.98%) Amazon EMR
6 3 (0.98%) Cloud Computing
7 2 (0.66%) Adobe Analytics
7 2 (0.66%) Amazon S3
7 2 (0.66%) Google Cloud Platform
Communications & Networking
1 2 (0.66%) 3G
1 2 (0.66%) 4G
1 2 (0.66%) HSPA
1 2 (0.66%) Internet
1 2 (0.66%) LTE
1 2 (0.66%) Wi-Fi
2 1 (0.33%) SMS
Database & Business Intelligence
1 69 (22.62%) Data Mining
2 64 (20.98%) Big Data
3 60 (19.67%) Hadoop
4 35 (11.48%) NoSQL
5 22 (7.21%) Data Warehouse
6 20 (6.56%) Apache Cassandra
7 19 (6.23%) Relational Database
8 18 (5.90%) PostgreSQL
9 17 (5.57%) Amazon Redshift
9 17 (5.57%) MongoDB
9 17 (5.57%) Text Mining
10 15 (4.92%) SQL Server
11 13 (4.26%) RDBMS
12 12 (3.93%) Base SAS
13 11 (3.61%) Looker
14 10 (3.28%) HBase
15 9 (2.95%) QlikView
16 8 (2.62%) Impala
16 8 (2.62%) MySQL
17 7 (2.30%) Redis
Development Applications
1 3 (0.98%) JIRA
2 1 (0.33%) Git (software)
2 1 (0.33%) Jenkins
General
1 96 (31.48%) Marketing
2 53 (17.38%) Finance
3 17 (5.57%) Retail
4 16 (5.25%) Games
5 12 (3.93%) Automotive
6 10 (3.28%) Advertising
6 10 (3.28%) French Language
7 5 (1.64%) Telecoms
8 4 (1.31%) Banking
9 3 (0.98%) German Language
9 3 (0.98%) Mandarin Language
10 2 (0.66%) Electronics
10 2 (0.66%) Law
10 2 (0.66%) Manufacturing
10 2 (0.66%) Spanish Language
11 1 (0.33%) Legal
11 1 (0.33%) Polish Language
11 1 (0.33%) Publishing
Job Titles
1 116 (38.03%) Analyst
2 108 (35.41%) Data Scientist
3 38 (12.46%) Data Analyst
4 32 (10.49%) Senior Analyst
5 22 (7.21%) Senior Data Scientist
6 20 (6.56%) Developer
7 17 (5.57%) Insight Analyst
8 13 (4.26%) Marketing Analyst
9 12 (3.93%) Consultant
10 10 (3.28%) SAS Analyst
11 9 (2.95%) Architect
11 9 (2.95%) Quantitative Developer
11 9 (2.95%) Web Analyst
12 8 (2.62%) Data Consultant
12 8 (2.62%) Risk Analyst
13 7 (2.30%) Business Analyst
13 7 (2.30%) Senior Data Analyst
13 7 (2.30%) SPSS Analyst
13 7 (2.30%) Statistical Analyst
13 7 (2.30%) Statistician
Libraries, Frameworks & Software Standards
1 11 (3.61%) NumPy
2 9 (2.95%) Pandas
3 7 (2.30%) D3.js
3 7 (2.30%) scikit-learn
4 5 (1.64%) Natural Language Processing
5 4 (1.31%) Web Services
6 3 (0.98%) .NET
6 3 (0.98%) SciPy
6 3 (0.98%) Torch
7 2 (0.66%) Node.js
8 1 (0.33%) Cascading
8 1 (0.33%) Django
8 1 (0.33%) JSON
8 1 (0.33%) Spark Streaming
8 1 (0.33%) Velocity
8 1 (0.33%) XML
Miscellaneous
1 151 (49.51%) Analytical Skills
2 113 (37.05%) Statistics
3 98 (32.13%) Mathematics
4 66 (21.64%) Algorithms
5 61 (20.00%) Computer Science
6 60 (19.67%) Visualisation
7 40 (13.11%) Physics
8 27 (8.85%) Neural Network
9 22 (7.21%) Artificial Intelligence
9 22 (7.21%) Economics
10 17 (5.57%) Credit Risk
10 17 (5.57%) Data Structures
11 12 (3.93%) Social Media
12 6 (1.97%) Hedge funds
12 6 (1.97%) Life Science
12 6 (1.97%) Xbox
13 5 (1.64%) Fintech
14 4 (1.31%) Management Information System
14 4 (1.31%) Mobile App
15 3 (0.98%) Equities
Operating Systems
1 15 (4.92%) Linux
2 9 (2.95%) Unix
Processes & Methodologies
1 175 (57.38%) Analytics
2 124 (40.66%) Machine Learning
3 64 (20.98%) Business Intelligence
4 54 (17.70%) Data Analysis
5 53 (17.38%) Data Analytics
6 42 (13.77%) Data Modelling
7 40 (13.11%) Actionable Insight
8 39 (12.79%) Predictive Modelling
9 29 (9.51%) Data Visualisation
10 27 (8.85%) Statistical Analysis
11 26 (8.52%) Customer Insight
12 25 (8.20%) Agile Software Development
12 25 (8.20%) Bayesian Methods
13 24 (7.87%) Data Management
14 23 (7.54%) E-Commerce
15 22 (7.21%) Project Management
16 21 (6.89%) Stakeholder Management
17 19 (6.23%) Web Analytics
18 18 (5.90%) ETL
19 17 (5.57%) Logistic Regression
Programming Languages
1 156 (51.15%) Python
2 152 (49.84%) R
3 125 (40.98%) SQL
4 63 (20.66%) Java
5 29 (9.51%) C++
5 29 (9.51%) MATLAB
6 21 (6.89%) VBA
7 17 (5.57%) Scala
8 10 (3.28%) C#
8 10 (3.28%) JavaScript
9 9 (2.95%) VB
10 8 (2.62%) C
11 6 (1.97%) Perl
11 6 (1.97%) PL/SQL
12 5 (1.64%) Go
12 5 (1.64%) Julia
13 3 (0.98%) Bash Shell
14 2 (0.66%) Haskell
14 2 (0.66%) Ruby
Qualifications
1 129 (42.30%) Degree
2 58 (19.02%) PhD
3 3 (0.98%) Postgraduate
4 2 (0.66%) BPSS Clearance
5 1 (0.33%) DV Cleared
5 1 (0.33%) Security Cleared
Quality Assurance & Compliance
1 12 (3.93%) Data Quality
2 11 (3.61%) QA
3 2 (0.66%) Actionable Recommendations
4 1 (0.33%) SLA
System Software
1 1 (0.33%) Docker
Vendors
1 40 (13.11%) Tableau
2 15 (4.92%) Google
2 15 (4.92%) Microsoft
2 15 (4.92%) Oracle
3 11 (3.61%) Facebook
4 10 (3.28%) IBM
4 10 (3.28%) MicroStrategy
5 9 (2.95%) Netezza
5 9 (2.95%) Vertica
6 8 (2.62%) Tealeaf
6 8 (2.62%) Twitter
7 6 (1.97%) SAP
8 5 (1.64%) Cognos
9 3 (0.98%) Adobe
9 3 (0.98%) Apple
9 3 (0.98%) MapR
9 3 (0.98%) Sybase
10 2 (0.66%) Minitab
10 2 (0.66%) Teradata
11 1 (0.33%) Dell
London
Oho Group Ltd.
Salary: £35000 - £75000 per annum
Posted: Yesterday
Manchester, Lancashire
Oscar
Salary: £40000 - £60000 per annum + Benefits
Posted: 15 hours ago
Birmingham
Intouch Games
Salary: £30000 - £35000 per annum + benefits (inc flexi hrs)
Posted: 22 hours ago
Halesowen, West Midlands (County)
In touch games
Salary: £30000 - £35000 per annum + benefits (inc flexi hrs)
Posted: 22 hours ago
City, London
Harris Global
Salary: From £50,000 to £65,000 per annum + bonus and benefits
Posted: 14 hours ago
Cheshire
Churchill Frank
Salary: £40000 - £65000 per annum + Bonus + Pension
Posted: Yesterday
Kingston Upon Thames, Surrey
First Point
Salary: £35000.00 - £45000.00 per annum
Posted: 17 hours ago
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: Yesterday
London
Churchill Frank
Salary: £50000 - £65000 per annum + Benefits
Posted: 6 days ago
London
Parallel Consulting
Salary: £40000 - £50000 per annum + bonus + benefits
Posted: 2 days ago
Oxfordshire
Churchill Frank
Salary: £45000 - £60000 per annum
Posted: 5 days ago
Manchester, Lancashire
Hanover IT Recruitment
Salary: From £35,000 to £40,000 per annum
Posted: 6 days ago
Chester, Cheshire
Searchability
Salary: £40000 - £50000 per annum + benefits
Posted: 5 days ago
Central London
Savvy Recruitment
Salary: £40,000 - £50,000 per year
Posted: 7 days ago
Oxfordshire
Austin Fraser
Salary: £55000.00 - £62000.00 per annum + Bonus + Benefits
Posted: 6 days ago
Central London
Savvy Recruitment
Salary: £25,000 - £35,000 per year
Posted: 8 days ago
Central London / West End
Client Server
Salary: £80k to £100k + benefits
Posted: 6 days ago
London
Client Server
Salary: £35k to £40k + benefits
Posted: 8 days ago
Peterborough, Cambridgeshire
Insure Telematics Solutions Ltd
Salary: Dependent on experience
Posted: 27 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: 14 days ago
North West London
JP Boden & Co Ltd
Posted: 27 days ago
London
Client Server
Salary: £30000 - £40000 per annum + benefits
Posted: 21 days ago
Bristol, Avon
myBench Ltd
Salary: Up to £65,000 per annum
Posted: 26 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