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 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Statistical Modelling
UK
Rank 713 765 765
Rank change year-on-year
+52 0
Permanent jobs citing Statistical Modelling 132 162 182
As % of all permanent IT jobs located in the UK 0.16% 0.16% 0.18%
As % of the Processes & Methodologies category 0.18% 0.18% 0.21%
Number of salaries quoted 122 129 159
Median salary £52,500 £57,500 £50,000
Median salary % change year-on-year
-8.69% +15.00%
90% offered a salary of more than £30,000 £38,250 £37,500
10% offered a salary of more than £72,500 £100,000 £85,000
UK excluding London median salary £42,500 £50,000 £45,000
% change year-on-year
-15.00% +11.11%

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
74108 87810 88690
As % of all permanent IT jobs located in the UK 88.15% 87.70% 86.04%
Number of salaries quoted 61013 73052 73139
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 £76,000 £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 18 January 2017 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 18 January 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 +49 130 £52,500 -8.69% 40
London +34 69 £57,500 -8.00% 25
South East +57 19 £58,000 +16.00% 4
North West -9 16 £30,000 +0.45% 2
East Midlands +23 13 £42,500 -22.72%
Manchester -22 13 £30,000 - 2
Nottingham +8 11 £42,500 -22.72%
Nottinghamshire +7 11 £42,500 -22.72%
City of London +25 10 £51,250 -13.13% 4
Oxfordshire - 7 £58,500 - 2
Yorkshire +21 4 £35,000 -6.66% 1
South West +18 4 £40,000 +14.28% 1
Kent - 4 £42,500 - 1
Berkshire +37 3 - -
Slough +35 3 - -
Leeds +28 3 £35,000 -9.67%
West Yorkshire +21 3 £35,000 -6.66% 1
Cheshire +17 3 £52,500 +75.79%
West Midlands -10 3 £30,000 -53.84% 7
Folkestone - 3 - -
Surrey +34 2 £42,500 -10.52% 1
Scotland +28 2 £40,000 -
Bristol +12 2 £45,000 +28.57% 1
Solihull -7 2 £32,000 -20.49% 1
Leicester - 2 £37,500 -
Leicestershire - 2 £37,500 -
East of England +24 1 £45,850 -12.66%
Warrington +19 1 £27,500 +22.22%
Edinburgh +9 1 £45,000 -
Hull +4 1 £45,000 -

Statistical Modelling
Top 30 Related IT Skills

For the 6 months to 18 January 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.

1 185 (59.11%) R
2 178 (56.87%) Analytics
3 173 (55.27%) Python
4 150 (47.92%) SQL
5 138 (44.09%) Degree
6 134 (42.81%) Analytical Skills
7 126 (40.26%) Machine Learning
8 115 (36.74%) Statistics
9 109 (34.82%) SAS
10 105 (33.55%) Marketing
11 89 (28.43%) Mathematics
12 77 (24.60%) Business Intelligence
13 72 (23.00%) Data Mining
14 70 (22.36%) Big Data
15 68 (21.73%) Hadoop
16 66 (21.09%) Data Analysis
17 63 (20.13%) Tableau
17 63 (20.13%) Apache Spark
18 60 (19.17%) Finance
19 59 (18.85%) Algorithms
20 58 (18.53%) Visualisation
21 55 (17.57%) Computer Science
22 54 (17.25%) PhD
23 53 (16.93%) Data Analytics
24 46 (14.70%) Java
25 44 (14.06%) Actionable Insight
26 38 (12.14%) SPSS
27 35 (11.18%) Physics
28 34 (10.86%) Predictive Modelling
29 33 (10.54%) Data Modelling

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
1 109 (34.82%) SAS
2 63 (20.13%) Apache Spark
3 12 (3.83%) Apache Pig
4 8 (2.56%) Apache
5 6 (1.92%) Elasticsearch
6 4 (1.28%) Jupyter
7 2 (0.64%) SharePoint
8 1 (0.32%) Apache Airflow
8 1 (0.32%) Luigi
Applications
1 38 (12.14%) SPSS
2 30 (9.58%) MS Excel
3 14 (4.47%) Stata
4 10 (3.19%) MS PowerPoint
5 9 (2.88%) MS Office
6 6 (1.92%) Spreadsheet
7 2 (0.64%) Gephi
8 1 (0.32%) EViews
8 1 (0.32%) Mathematica
8 1 (0.32%) S-PLUS
Business Applications
1 8 (2.56%) FastStats
2 2 (0.64%) SAP InfiniteInsight
3 1 (0.32%) Data Workbench
3 1 (0.32%) Oracle ERP
3 1 (0.32%) Oracle Financials
3 1 (0.32%) SAP ERP
3 1 (0.32%) SAP Oil and Gas
Cloud Services
1 17 (5.43%) Google Analytics
2 10 (3.19%) Amazon AWS
3 4 (1.28%) Microsoft Azure
4 3 (0.96%) Amazon EC2
4 3 (0.96%) Amazon EMR
4 3 (0.96%) PaaS
5 2 (0.64%) Adobe Analytics
5 2 (0.64%) Google Cloud Platform
6 1 (0.32%) Amazon S3
6 1 (0.32%) Cloud Computing
6 1 (0.32%) Google Play
Communications & Networking
1 3 (0.96%) MVNO
2 2 (0.64%) Internet
2 2 (0.64%) Symposium
3 1 (0.32%) SMS
Database & Business Intelligence
1 72 (23.00%) Data Mining
2 70 (22.36%) Big Data
3 68 (21.73%) Hadoop
4 27 (8.63%) Data Warehouse
4 27 (8.63%) NoSQL
5 25 (7.99%) MongoDB
6 22 (7.03%) PostgreSQL
7 20 (6.39%) SQL Server
8 19 (6.07%) Relational Database
9 17 (5.43%) Apache Cassandra
10 15 (4.79%) Amazon Redshift
10 15 (4.79%) Base SAS
10 15 (4.79%) Text Mining
11 14 (4.47%) Looker
11 14 (4.47%) MySQL
12 12 (3.83%) Apache Hive
12 12 (3.83%) RDBMS
12 12 (3.83%) SQL Server Integration Services
13 10 (3.19%) Neo4j
14 9 (2.88%) QlikView
Development Applications
1 3 (0.96%) JIRA
2 2 (0.64%) Team Foundation Server
3 1 (0.32%) Git (software)
3 1 (0.32%) Jenkins
3 1 (0.32%) Visual Studio
General
1 105 (33.55%) Marketing
2 60 (19.17%) Finance
3 21 (6.71%) Retail
4 17 (5.43%) Games
5 10 (3.19%) Automotive
6 7 (2.24%) Advertising
6 7 (2.24%) Telecoms
7 5 (1.60%) French Language
7 5 (1.60%) German Language
8 4 (1.28%) Spanish Language
9 3 (0.96%) Banking
9 3 (0.96%) Mandarin Language
10 2 (0.64%) Pharmaceutical
11 1 (0.32%) Electronics
11 1 (0.32%) Legal
11 1 (0.32%) Manufacturing
11 1 (0.32%) Polish Language
11 1 (0.32%) Publishing
Job Titles
1 127 (40.58%) Analyst
2 115 (36.74%) Data Scientist
3 39 (12.46%) Data Analyst
3 39 (12.46%) Senior Analyst
4 26 (8.31%) Senior Data Scientist
5 25 (7.99%) Insight Analyst
6 18 (5.75%) Marketing Analyst
7 15 (4.79%) Developer
8 12 (3.83%) Statistical Analyst
9 11 (3.51%) Data Engineer
9 11 (3.51%) SAS Analyst
10 10 (3.19%) Consultant
10 10 (3.19%) Machine Learning Scientist
11 9 (2.88%) Business Intelligence Analyst
11 9 (2.88%) Senior Data Analyst
11 9 (2.88%) SPSS Analyst
11 9 (2.88%) Statistician
12 8 (2.56%) Data Manager
12 8 (2.56%) Risk Analyst
12 8 (2.56%) Web Analyst
Libraries, Frameworks & Software Standards
1 8 (2.56%) D3.js
1 8 (2.56%) NumPy
1 8 (2.56%) Pandas
1 8 (2.56%) scikit-learn
2 7 (2.24%) LAMP
3 5 (1.60%) .NET
4 4 (1.28%) Natural Language Processing
4 4 (1.28%) SciPy
4 4 (1.28%) Web Services
5 3 (0.96%) Torch
6 1 (0.32%) Cascading
6 1 (0.32%) Django
6 1 (0.32%) Kafka
6 1 (0.32%) Velocity
Miscellaneous
1 134 (42.81%) Analytical Skills
2 115 (36.74%) Statistics
3 89 (28.43%) Mathematics
4 59 (18.85%) Algorithms
5 58 (18.53%) Visualisation
6 55 (17.57%) Computer Science
7 35 (11.18%) Physics
8 22 (7.03%) Credit Risk
9 21 (6.71%) Neural Network
10 19 (6.07%) Economics
11 18 (5.75%) Artificial Intelligence
12 14 (4.47%) Data Structures
13 10 (3.19%) Social Media
14 7 (2.24%) Mobile App
15 6 (1.92%) Hedge funds
15 6 (1.92%) Management Information System
15 6 (1.92%) Xbox
16 5 (1.60%) Life Science
17 4 (1.28%) Applied Mathematics
17 4 (1.28%) Fintech
Operating Systems
1 17 (5.43%) Linux
2 5 (1.60%) Unix
3 1 (0.32%) Apple iOS
3 1 (0.32%) Windows
Processes & Methodologies
1 178 (56.87%) Analytics
2 126 (40.26%) Machine Learning
3 77 (24.60%) Business Intelligence
4 66 (21.09%) Data Analysis
5 53 (16.93%) Data Analytics
6 44 (14.06%) Actionable Insight
7 34 (10.86%) Predictive Modelling
8 33 (10.54%) Data Modelling
9 30 (9.58%) Data Visualisation
10 28 (8.95%) Statistical Analysis
11 27 (8.63%) Data Management
12 25 (7.99%) Agile Software Development
12 25 (7.99%) Web Analytics
13 24 (7.67%) Bayesian Methods
13 24 (7.67%) ETL
14 23 (7.35%) Customer Insight
15 20 (6.39%) E-Commerce
15 20 (6.39%) Stakeholder Management
16 19 (6.07%) Logistic Regression
16 19 (6.07%) Project Management
Programming Languages
1 185 (59.11%) R
2 173 (55.27%) Python
3 150 (47.92%) SQL
4 46 (14.70%) Java
5 25 (7.99%) MATLAB
6 24 (7.67%) C++
6 24 (7.67%) Scala
7 23 (7.35%) VBA
8 14 (4.47%) C#
9 8 (2.56%) VB
10 6 (1.92%) C
10 6 (1.92%) PL/SQL
11 5 (1.60%) JavaScript
12 4 (1.28%) Go
12 4 (1.28%) T-SQL
13 3 (0.96%) Julia
14 2 (0.64%) Perl
14 2 (0.64%) Ruby
15 1 (0.32%) Haskell
Qualifications
1 138 (44.09%) Degree
2 54 (17.25%) PhD
3 3 (0.96%) BPSS Clearance
4 1 (0.32%) Postgraduate
Quality Assurance & Compliance
1 16 (5.11%) Data Quality
2 13 (4.15%) QA
3 3 (0.96%) Actionable Recommendations
4 1 (0.32%) SLA
System Software
1 2 (0.64%) Docker
2 1 (0.32%) Apache ZooKeeper
Systems Management
1 1 (0.32%) Ansible
1 1 (0.32%) Opscode Chef
Vendors
1 63 (20.13%) Tableau
2 19 (6.07%) Google
3 16 (5.11%) Microsoft
4 14 (4.47%) Oracle
5 10 (3.19%) Facebook
6 8 (2.56%) IBM
6 8 (2.56%) MicroStrategy
6 8 (2.56%) Netezza
6 8 (2.56%) Vertica
7 7 (2.24%) Tealeaf
7 7 (2.24%) Twitter
8 5 (1.60%) Snowplow
9 4 (1.28%) Teradata
10 3 (0.96%) Apple
10 3 (0.96%) MapR
10 3 (0.96%) SAP
11 2 (0.64%) Adobe
11 2 (0.64%) Cognos
11 2 (0.64%) Greenplum
12 1 (0.32%) Omniture
Manchester, Lancashire
Hanover IT Recruitment
Salary: From £40,000 to £55,000 per annum
Posted: 11 hours ago
City, London
Parallel Consulting
Salary: £60000 - £80000 per annum
Posted: 15 hours ago
City, London
Harris Global
Salary: From £50,000 to £65,000 per annum
Posted: 12 hours ago
London
Venture Up
Salary: From £40,000 to £100,000 per annum Bonus and excellent benefits
Posted: 15 hours ago
Oxfordshire
Churchill Frank
Salary: £45000 - £60000 per annum
Posted: Yesterday
London
Lawrence Harvey Enterprise
Salary: £45000.00 - £125000 per annum + excellent bonus + bens
Posted: Yesterday
Oxfordshire
Stott & May
Salary: £50000 - £90000 per annum + equity
Posted: 2 days ago
Central London / West End
Client Server
Salary: £80k to £100k + benefits
Posted: Yesterday
Solihull, West Midlands (County)
Spring Technology
Salary: £25000.00 - £35000.00 per annum
Posted: 2 days ago
London
Client Server
Salary: £80k to £100k + benefits
Posted: Yesterday
London
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: 5 days ago
Kent
Harvey Nash plc
Posted: Yesterday
City, London
Digital Gurus
Salary: £35000 - £50000 Per Annum + benefits
Posted: 7 days ago
Kingston Upon Thames, Surrey
First Point
Salary: £40000.00 - £50000.00 per annum
Posted: 2 days ago
London
Data Inc UK Ltd
Salary: Competitive
Posted: 2 days ago
London
Harvey Nash plc
Salary: £35000 - £65000 per annum + Benefits Package + Flexible Working
Posted: 6 days ago
Manchester
Churchill Frank
Salary: £30000 - £34000 per annum
Posted: 5 days ago
London
Initi8 Recruitment
Salary: £40000 - £50000 Per Annum
Posted: 5 days ago
West London
Michael Page Technology
Salary: £45000 - £50000 per annum + Benefits
Posted: 5 days ago
London
RBW Consulting
Salary: From £70,000 to £110,000 per annum
Posted: 5 days ago
Birmingham
Intouch Games
Salary: £30000 - £40000 per annum + benefits (inc flexi hrs)
Posted: 6 days ago
Halesowen, West Midlands (County)
In touch games
Salary: £30000 - £40000 per annum + benefits (inc flexi hrs)
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: Up to £45,000 + Benefits
Posted: 6 days ago
Central London / West End
Reed Business Information Ltd
Salary: From £26,000 to £26,000 per annum + training & extensive benefits
Posted: 6 days ago
Central London / West End
Client Server
Salary: £30k to £40k + benefits
Posted: 6 days ago
London
OHO Group Ltd.
Salary: £45000 - £65000 per annum, Benefits: Share Options
Posted: 8 days ago
West London
Martin & Conley
Salary: From £65,000 to £75,000 per annum
Posted: 7 days ago
Halesowen, West Midlands (County)
In touch games
Salary: £20000 - £25000 per annum + benefits (inc flexi hrs)
Posted: 6 days ago
Birmingham
Intouch Games
Salary: £20000 - £25000 per annum + benefits (inc flexi hrs)
Posted: 6 days ago
Birmingham
Intouch Games
Salary: £35000 - £40000 per annum + benefits (inc flexi hrs)
Posted: 6 days ago