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 25 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 May 2016
Same period 2015 Same period 2014
Statistical Modelling
Rank 688 831 806
Rank change year-on-year
+143 -25
Permanent jobs citing Statistical Modelling 239 127 199
As % of all permanent IT jobs located in the UK 0.24% 0.12% 0.17%
As % of the Processes & Methodologies category 0.28% 0.14% 0.20%
Number of salaries quoted 207 111 170
Median salary £54,000 £52,500 £50,000
Median salary % change year-on-year
+2.85% +5.00%
90% offered a salary of more than £35,000 £36,500 £32,500
10% offered a salary of more than £75,000 £85,000 £75,000
UK excluding London median salary £50,000 £47,500 £40,000
% change year-on-year
+5.26% +18.75%

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
86678 92333 100261
As % of all permanent IT jobs located in the UK 87.87% 86.39% 85.34%
Number of salaries quoted 72146 75008 81488
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 £31,500 £31,000
10% offered a salary of more than £75,000 £72,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 25 May 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 25 May 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 +117 221 £55,000 +4.76% 27
London +75 149 £60,000 +14.28% 17
City of London +59 23 £57,500 +15.00% 3
South West +24 21 £54,000 +16.75% 2
South East +17 17 £40,000 -5.88%
West Midlands -10 17 £50,000 +17.64%
Warwickshire +2 13 £50,000 -
Gloucestershire - 13 £54,000 -
Warwick - 13 £50,000 -
Scotland - 11 £47,500 - 2
Yorkshire +13 9 £31,250 -24.69% 3
Edinburgh - 9 £50,000 - 2
Surrey - 9 £59,500 -
Staines - 7 £65,000 -
Gloucester - 7 £54,000 -
Bristol +13 6 £42,500 +4.93%
Hampshire +11 5 £35,000 -4.10%
Basingstoke - 5 £35,000 -
North Yorkshire +6 4 £25,000 -39.75%
West Yorkshire - 4 £38,500 - 3
Vale of Glamorgan - 4 £32,500 -
South Wales - 4 £32,500 -
Wales - 4 £32,500 - 2
Cowbridge - 4 £32,500 -
Nottingham +14 3 £55,000 -
East Midlands +10 3 £55,000 +25.71% 1
Nottinghamshire +2 3 £55,000 -
North East - 3 £27,500 -
North West +13 2 £45,000 -59.09% 3
Berkshire +13 2 £52,500 -38.23%

Statistical Modelling
Top 30 Related IT Skills

For the 6 months to 25 May 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.

1 273 (60.67%) Analytics
2 211 (46.89%) R
3 189 (42.00%) Python
4 185 (41.11%) SQL
5 181 (40.22%) Analytical Skills
6 166 (36.89%) Marketing
7 164 (36.44%) Degree
8 163 (36.22%) SAS
9 161 (35.78%) Machine Learning
10 156 (34.67%) Big Data
11 141 (31.33%) Algorithms
12 133 (29.56%) Statistics
13 128 (28.44%) Data Analysis
14 126 (28.00%) Hadoop
15 122 (27.11%) Mathematics
16 112 (24.89%) Apache Spark
17 110 (24.44%) Finance
18 99 (22.00%) Computer Science
19 92 (20.44%) Business Intelligence
19 92 (20.44%) Java
20 88 (19.56%) Data Mining
21 77 (17.11%) SPSS
22 75 (16.67%) Visualisation
23 71 (15.78%) Predictive Modelling
24 64 (14.22%) Data Analytics
25 62 (13.78%) Scala
26 61 (13.56%) PhD
27 57 (12.67%) Data Visualisation
28 55 (12.22%) Tableau
29 54 (12.00%) Data Management

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
1 163 (36.22%) SAS
2 112 (24.89%) Apache Spark
3 38 (8.44%) Apache
4 32 (7.11%) Apache Pig
5 9 (2.00%) SharePoint
6 7 (1.56%) Elasticsearch
6 7 (1.56%) Facebook Platform
7 1 (0.22%) SharePoint 2013
7 1 (0.22%) Skype for Business
Applications
1 77 (17.11%) SPSS
2 46 (10.22%) MS Excel
3 15 (3.33%) Stata
4 14 (3.11%) MS Office
5 11 (2.44%) MS PowerPoint
6 3 (0.67%) Spreadsheet
7 1 (0.22%) Mathematica
Business Applications
1 9 (2.00%) SAP Oil and Gas
2 1 (0.22%) FastStats
Cloud Services
1 8 (1.78%) Amazon AWS
1 8 (1.78%) Google Cloud Platform
2 7 (1.56%) SmartFocus
3 6 (1.33%) Amazon EC2
3 6 (1.33%) Amazon S3
3 6 (1.33%) Cloud Computing
3 6 (1.33%) Google Analytics
3 6 (1.33%) Microsoft Azure
4 3 (0.67%) PaaS
5 1 (0.22%) SaaS
Communications & Networking
1 7 (1.56%) Internet
2 6 (1.33%) 3G
2 6 (1.33%) 4G
2 6 (1.33%) HSPA
2 6 (1.33%) LTE
2 6 (1.33%) Wi-Fi
3 4 (0.89%) Broadband
4 2 (0.44%) DNS
5 1 (0.22%) BGP
5 1 (0.22%) Firewall
5 1 (0.22%) HTTP
Database & Business Intelligence
1 156 (34.67%) Big Data
2 126 (28.00%) Hadoop
3 88 (19.56%) Data Mining
4 53 (11.78%) SQL Server
5 51 (11.33%) Apache Cassandra
6 48 (10.67%) Data Warehouse
7 43 (9.56%) NoSQL
8 37 (8.22%) Apache Hive
9 34 (7.56%) QlikView
10 29 (6.44%) MongoDB
11 28 (6.22%) SQL Server Reporting Services
12 26 (5.78%) SQL Server Integration Services
13 25 (5.56%) Relational Database
14 22 (4.89%) MySQL
15 21 (4.67%) PostgreSQL
16 20 (4.44%) Amazon Redshift
17 18 (4.00%) SQL Server Analysis Services
18 17 (3.78%) Impala
19 15 (3.33%) Base SAS
20 14 (3.11%) RDBMS
Development Applications
1 19 (4.22%) Team Foundation Server
2 11 (2.44%) Visual Studio
3 1 (0.22%) Git (software)
3 1 (0.22%) JIRA
3 1 (0.22%) SQL Server Management Studio (SSMS)
General
1 166 (36.89%) Marketing
2 110 (24.44%) Finance
3 34 (7.56%) Telecoms
4 32 (7.11%) Retail
5 20 (4.44%) Banking
6 19 (4.22%) Games
7 10 (2.22%) Advertising
8 6 (1.33%) Pharmaceutical
9 5 (1.11%) Manufacturing
10 4 (0.89%) Electronics
10 4 (0.89%) Legal
10 4 (0.89%) Retail Banking
11 3 (0.67%) Automotive
11 3 (0.67%) Billing
11 3 (0.67%) French Language
11 3 (0.67%) German Language
11 3 (0.67%) Online Betting
11 3 (0.67%) Spanish Language
12 2 (0.44%) Financial Institution
12 2 (0.44%) Law
Job Titles
1 171 (38.00%) Data Scientist
2 151 (33.56%) Analyst
3 60 (13.33%) Developer
4 58 (12.89%) Data Analyst
5 55 (12.22%) Senior Data Scientist
6 30 (6.67%) SAS Analyst
7 26 (5.78%) Consultant
8 23 (5.11%) Insight Analyst
9 21 (4.67%) Senior Analyst
10 20 (4.44%) Analyst Developer
11 19 (4.22%) SQL Developer
12 18 (4.00%) Statistical Analyst
13 15 (3.33%) Qualitative Analyst
13 15 (3.33%) Quantitative Analyst
14 14 (3.11%) Business Analyst
14 14 (3.11%) Business Intelligence Developer
14 14 (3.11%) Data Engineer
15 13 (2.89%) Business Data Analyst
15 13 (2.89%) SQL Analyst
16 12 (2.67%) Statistical Data Analyst
Libraries, Frameworks & Software Standards
1 27 (6.00%) .NET
2 17 (3.78%) Kafka
2 17 (3.78%) Natural Language Processing
3 14 (3.11%) scikit-learn
4 13 (2.89%) JSON
4 13 (2.89%) Spark Streaming
4 13 (2.89%) XML
5 8 (1.78%) ASP.NET Web API
5 8 (1.78%) D3.js
5 8 (1.78%) WF
6 7 (1.56%) Cascading
6 7 (1.56%) Theano
7 6 (1.33%) Pandas
7 6 (1.33%) TensorFlow
8 5 (1.11%) NumPy
9 4 (0.89%) ELK Stack
9 4 (0.89%) LAMP
10 3 (0.67%) MDX
10 3 (0.67%) OpenCV
11 2 (0.44%) ODBC
Miscellaneous
1 181 (40.22%) Analytical Skills
2 141 (31.33%) Algorithms
3 133 (29.56%) Statistics
4 122 (27.11%) Mathematics
5 99 (22.00%) Computer Science
6 75 (16.67%) Visualisation
7 43 (9.56%) Artificial Intelligence
8 41 (9.11%) Management Information System
9 35 (7.78%) Credit Risk
10 33 (7.33%) Economics
11 28 (6.22%) Physics
12 27 (6.00%) Data Structures
12 27 (6.00%) Social Media
13 26 (5.78%) Digital Media
14 16 (3.56%) Neural Network
15 11 (2.44%) Smart Meter
16 8 (1.78%) Applied Mathematics
16 8 (1.78%) FMCG
17 6 (1.33%) Informatics
17 6 (1.33%) Mobile App
Operating Systems
1 18 (4.00%) Linux
2 10 (2.22%) Unix
3 6 (1.33%) Windows
Processes & Methodologies
1 273 (60.67%) Analytics
2 161 (35.78%) Machine Learning
3 128 (28.44%) Data Analysis
4 92 (20.44%) Business Intelligence
5 71 (15.78%) Predictive Modelling
6 64 (14.22%) Data Analytics
7 57 (12.67%) Data Visualisation
8 54 (12.00%) Data Management
9 44 (9.78%) Customer Insight
10 36 (8.00%) Statistical Analysis
11 33 (7.33%) Data Modelling
12 32 (7.11%) Agile Software Development
12 32 (7.11%) MapReduce
12 32 (7.11%) Use Case
13 28 (6.22%) Business Analysis
13 28 (6.22%) ETL
13 28 (6.22%) Predictive Analytics
14 27 (6.00%) Operations Research
15 26 (5.78%) Customer Engagement
15 26 (5.78%) Yield Management
Programming Languages
1 211 (46.89%) R
2 189 (42.00%) Python
3 185 (41.11%) SQL
4 92 (20.44%) Java
5 62 (13.78%) Scala
6 51 (11.33%) MATLAB
7 44 (9.78%) VBA
8 43 (9.56%) C++
9 32 (7.11%) C#
10 22 (4.89%) JavaScript
11 15 (3.33%) C
12 13 (2.89%) Perl
13 12 (2.67%) T-SQL
14 11 (2.44%) SAS Macro
14 11 (2.44%) Shell Script
15 8 (1.78%) PowerShell
16 7 (1.56%) Ruby
17 5 (1.11%) PHP
18 4 (0.89%) F#
18 4 (0.89%) Go
Qualifications
1 164 (36.44%) Degree
2 61 (13.56%) PhD
3 16 (3.56%) Security Cleared
4 7 (1.56%) DV Cleared
5 6 (1.33%) BPSS Clearance
6 5 (1.11%) MBA
7 4 (0.89%) CBAP
7 4 (0.89%) ISEB
8 3 (0.67%) Postgraduate
9 1 (0.22%) CISSP
9 1 (0.22%) SANS
Quality Assurance & Compliance
1 18 (4.00%) Data Quality
2 4 (0.89%) QA
3 3 (0.67%) Basel II
4 1 (0.22%) SLA
System Software
1 17 (3.78%) Docker
2 9 (2.00%) Apache ZooKeeper
3 2 (0.44%) Apache Flume
4 1 (0.22%) HDFS
Systems Management
1 9 (2.00%) Opscode Chef
2 5 (1.11%) Kibana
3 4 (0.89%) logstash
4 1 (0.22%) ArcSight ESM
4 1 (0.22%) QRadar
Vendors
1 55 (12.22%) Tableau
2 51 (11.33%) Microsoft
3 25 (5.56%) Oracle
4 15 (3.33%) TIBCO
5 13 (2.89%) Google
6 11 (2.44%) SAP
7 8 (1.78%) Facebook
8 7 (1.56%) Cognos
9 6 (1.33%) Adobe
9 6 (1.33%) Greenplum
10 4 (0.89%) Splunk
11 3 (0.67%) Cloudera
11 3 (0.67%) IBM
11 3 (0.67%) MapR
12 2 (0.44%) Hortonworks
12 2 (0.44%) Minitab
12 2 (0.44%) Netezza
12 2 (0.44%) Teradata
13 1 (0.22%) ArcSight
13 1 (0.22%) SIMUL8
City, London
Propel London
Posted: 7 hours ago
City, London
Franklin Fitch Limited
Salary: From £60,000 to £130,000 per annum
Posted: 12 hours ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £0 to £26,000 per annum
Posted: 16 hours ago
London
Oho Group Ltd.
Salary: Market related
Posted: 19 hours ago
Bath, Avon
Clearwater People Solutions
Salary: £55000 - £65000 Per Annum
Posted: 20 hours ago
Leeds
Churchill Frank International
Salary: £40000 - £50000 per annum + bonus, pension
Posted: 22 hours ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £30000 - £45000 per annum + Fantastic + Benefits + Prospects
Posted: Yesterday
Central London / West End
Client Server
Salary: £40k to £50k + benefits
Posted: Yesterday
Edinburgh
Churchill Frank International
Salary: £40000 - £65000 per annum
Posted: 3 days ago
London
Enterprise Technology
Salary: £45k - 65k per year
Posted: 3 days ago
London
Rullion IT Plus
Salary: £28000 - £50000 per annum + Bonus, Bens, Pension
Posted: 4 days ago
Central London / West End
Client Server
Salary: £65k to £80k + benefits
Posted: 5 days ago
Wales
Parallel Consulting
Salary: £35000 - £56000 per annum + Good bonus and benefits package
Posted: 5 days ago
Wales
Parallel Consulting
Salary: £32000 - £350000 per annum + Good bonus and benefits package
Posted: 5 days ago
Leeds, West Yorkshire
Reed Technology
Salary: £35000 - £45000 per annum
Posted: 6 days ago
London
Big Wednesday Digital Ltd
Posted: 6 days ago
Manchester
Churchill Frank International
Salary: £30000 - £40000 per annum
Posted: 7 days ago
London
Client Server
Salary: £40k to £50k + benefits
Posted: 7 days ago
Manchester
Churchill Frank International
Salary: £18000 - £28000 per annum
Posted: 9 days ago
Manchester
Robert Walters UK
Salary: £20000 - £24000 per annum
Posted: 9 days ago
City, London
Business Decision
Salary: Competitive salary and excellent benefits
Posted: 9 days ago
London
Client Server
Salary: £65k to £80k + benefits
Posted: 12 days ago
London
People Source Consulting
Salary: £35000 - £50000 per annum + 15% bonus and benefits package
Posted: 13 days ago
London
People Source Consulting
Salary: £35000 - £50000 per annum + 15% bonus and benefits package
Posted: 13 days ago
Wiltshire
Computer Futures
Salary: competitive
Posted: 22 days ago
London
People Source Consulting
Salary: £35000 - £50000 per annum + Bonus and benefits package
Posted: 22 days ago
London
Development and Infrastructure
Salary: £45k - 80k per year + Benefits
Posted: 23 days ago