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 21 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Statistical Modelling
UK
Rank 692 733 764
Rank change year-on-year
+41 +31
Permanent jobs citing Statistical Modelling 164 213 186
As % of all permanent IT jobs located in the UK 0.20% 0.21% 0.18%
As % of the Processes & Methodologies category 0.22% 0.24% 0.20%
Number of salaries quoted 148 182 157
Median salary £52,500 £60,000 £52,500
Median salary % change year-on-year
-12.50% +14.28%
90% offered a salary of more than £31,500 £38,250 £37,500
10% offered a salary of more than £82,500 £100,000 £85,000
UK excluding London median salary £40,000 £65,000 £45,000
% change year-on-year
-38.46% +44.44%

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
74451 89005 91068
As % of all permanent IT jobs located in the UK 88.62% 88.15% 86.54%
Number of salaries quoted 61201 73892 74600
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 £31,500
10% offered a salary of more than £77,500 £75,000 £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 21 February 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 21 February 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 +66 163 £52,500 -8.69% 22
London +33 92 £60,000 +1.69% 13
South East +74 20 £58,500 +17.00%
South West +34 10 £40,000 -
North West -23 10 £30,000 -45.45% 3
Yorkshire +24 9 £40,000 -57.89% 5
City of London +26 8 £67,500 +31.70% 2
West Midlands +9 8 £32,500 -50.00%
Bristol - 8 £40,000 -
East of England +27 7 £32,000 -36.00% 1
East Midlands +3 7 £42,500 -22.72%
West Yorkshire +30 6 £35,000 -63.15% 4
Leeds +27 6 £35,000 -63.15% 1
Nottingham +6 6 £42,500 -22.72%
Nottinghamshire -7 6 £42,500 -22.72%
Manchester -26 6 £30,000 - 1
Oxfordshire - 6 £62,500 -
Kent - 6 £37,000 -
Folkestone - 5 - -
Norwich - 5 £45,850 - 1
Norfolk - 5 £45,850 - 1
Cheshire +13 4 £52,500 -47.50% 2
Solihull -2 4 £36,500 -9.31%
Birmingham - 4 £31,250 -
Berkshire +45 3 - -
Slough +29 3 - -
Surrey +47 2 £42,500 -28.57%
East Yorkshire +1 2 £40,000 -
Hull -3 2 £40,000 -
Dunstable - 2 £30,000 -

Statistical Modelling
Top 30 Related IT Skills

For the 6 months to 21 February 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.

1 193 (60.12%) R
2 189 (58.88%) Analytics
3 178 (55.45%) Python
4 164 (51.09%) SQL
5 145 (45.17%) Degree
6 139 (43.30%) Analytical Skills
7 135 (42.06%) Mathematics
8 128 (39.88%) SAS
8 128 (39.88%) Machine Learning
9 112 (34.89%) Marketing
10 111 (34.58%) Statistics
11 82 (25.55%) Big Data
12 80 (24.92%) Business Intelligence
13 78 (24.30%) Finance
14 73 (22.74%) Hadoop
15 69 (21.50%) Data Analysis
15 69 (21.50%) Algorithms
16 64 (19.94%) Data Mining
17 62 (19.31%) Computer Science
17 62 (19.31%) Data Analytics
18 61 (19.00%) Tableau
18 61 (19.00%) PhD
19 58 (18.07%) Apache Spark
20 53 (16.51%) Visualisation
21 43 (13.40%) Java
22 41 (12.77%) SPSS
23 39 (12.15%) Predictive Modelling
24 38 (11.84%) Actionable Insight
25 37 (11.53%) MATLAB
25 37 (11.53%) 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
1 128 (39.88%) SAS
2 58 (18.07%) Apache Spark
3 14 (4.36%) Apache Pig
4 11 (3.43%) Elasticsearch
5 10 (3.12%) Apache
6 5 (1.56%) Apache Airflow
6 5 (1.56%) Luigi
7 4 (1.25%) Jupyter
8 2 (0.62%) Tornado
9 1 (0.31%) SharePoint
Applications
1 41 (12.77%) SPSS
2 31 (9.66%) MS Excel
3 15 (4.67%) MS Office
4 12 (3.74%) Stata
5 11 (3.43%) MS PowerPoint
6 6 (1.87%) Spreadsheet
7 2 (0.62%) EViews
8 1 (0.31%) Mathematica
Business Applications
1 3 (0.93%) FastStats
2 1 (0.31%) Data Workbench
2 1 (0.31%) Oracle Financials
2 1 (0.31%) SAP InfiniteInsight
2 1 (0.31%) SAP Oil and Gas
Cloud Services
1 19 (5.92%) Google Analytics
2 12 (3.74%) Amazon AWS
3 4 (1.25%) Microsoft Azure
4 3 (0.93%) PaaS
5 2 (0.62%) Adobe Analytics
5 2 (0.62%) Google Cloud Platform
6 1 (0.31%) Amazon EC2
6 1 (0.31%) Amazon EMR
6 1 (0.31%) Amazon S3
6 1 (0.31%) Cloud Computing
6 1 (0.31%) Google Play
Communications & Networking
1 4 (1.25%) Symposium
2 3 (0.93%) MVNO
2 3 (0.93%) SMS
3 2 (0.62%) Internet
Database & Business Intelligence
1 82 (25.55%) Big Data
2 73 (22.74%) Hadoop
3 64 (19.94%) Data Mining
4 28 (8.72%) Data Warehouse
5 25 (7.79%) NoSQL
6 23 (7.17%) MongoDB
7 22 (6.85%) Base SAS
8 16 (4.98%) Apache Hive
8 16 (4.98%) MySQL
8 16 (4.98%) Relational Database
9 15 (4.67%) Apache Cassandra
9 15 (4.67%) SQL Server
10 13 (4.05%) Neo4j
10 13 (4.05%) SQL Server Integration Services
11 11 (3.43%) BusinessObjects
11 11 (3.43%) GIS
11 11 (3.43%) Looker
11 11 (3.43%) PostgreSQL
12 10 (3.12%) Text Mining
13 9 (2.80%) QlikView
Development Applications
1 3 (0.93%) Git (software)
1 3 (0.93%) JIRA
2 1 (0.31%) Jenkins
2 1 (0.31%) Team Foundation Server
2 1 (0.31%) Visual Studio
General
1 112 (34.89%) Marketing
2 78 (24.30%) Finance
3 27 (8.41%) Retail
4 18 (5.61%) Games
5 10 (3.12%) Automotive
5 10 (3.12%) Banking
6 9 (2.80%) Telecoms
7 6 (1.87%) Advertising
8 5 (1.56%) German Language
9 4 (1.25%) Mandarin Language
9 4 (1.25%) Pharmaceutical
9 4 (1.25%) Spanish Language
10 2 (0.62%) Back Office
10 2 (0.62%) Billing
11 1 (0.31%) Electronics
11 1 (0.31%) French Language
11 1 (0.31%) Legal
11 1 (0.31%) Manufacturing
11 1 (0.31%) Polish Language
11 1 (0.31%) Publishing
Job Titles
1 135 (42.06%) Analyst
2 112 (34.89%) Data Scientist
3 49 (15.26%) Senior Analyst
4 40 (12.46%) Data Analyst
5 32 (9.97%) Insight Analyst
6 22 (6.85%) Senior Data Scientist
7 18 (5.61%) Marketing Analyst
8 15 (4.67%) Data Engineer
9 14 (4.36%) SAS Analyst
10 12 (3.74%) Business Intelligence Analyst
10 12 (3.74%) Senior Insight Analyst
11 11 (3.43%) Consultant
11 11 (3.43%) Statistical Analyst
12 10 (3.12%) Analytics Manager
12 10 (3.12%) Developer
12 10 (3.12%) Risk Analyst
12 10 (3.12%) SAS Insight Analyst
12 10 (3.12%) Senior Data Analyst
12 10 (3.12%) Senior SAS Analyst
12 10 (3.12%) SQL Analyst
Libraries, Frameworks & Software Standards
1 13 (4.05%) LAMP
2 11 (3.43%) NumPy
2 11 (3.43%) Pandas
3 9 (2.80%) scikit-learn
4 5 (1.56%) .NET
4 5 (1.56%) SciPy
5 4 (1.25%) D3.js
5 4 (1.25%) Natural Language Processing
6 3 (0.93%) Kafka
6 3 (0.93%) Torch
7 2 (0.62%) Django
7 2 (0.62%) Flask
7 2 (0.62%) Web Services
8 1 (0.31%) AngularJS
8 1 (0.31%) Cascading
8 1 (0.31%) Celery
8 1 (0.31%) CSS
8 1 (0.31%) HTML
8 1 (0.31%) React
8 1 (0.31%) Velocity
Miscellaneous
1 139 (43.30%) Analytical Skills
2 69 (21.50%) Algorithms
3 62 (19.31%) Computer Science
4 22 (6.85%) Credit Risk
5 13 (4.05%) Data Structures
6 7 (2.18%) Management Information System
6 7 (2.18%) Mobile App
6 7 (2.18%) Social Media
7 6 (1.87%) User Experience
8 4 (1.25%) Biotechnology
8 4 (1.25%) Fintech
8 4 (1.25%) FMCG
9 3 (0.93%) Client/Server
9 3 (0.93%) Digital Media
9 3 (0.93%) Hedge funds
9 3 (0.93%) Xbox
10 2 (0.62%) Market Risk
10 2 (0.62%) Reinsurance
10 2 (0.62%) Social Network
11 1 (0.31%) Life Science
Operating Systems
1 21 (6.54%) Linux
2 3 (0.93%) Unix
3 1 (0.31%) Apple iOS
3 1 (0.31%) Windows
Processes & Methodologies
1 189 (58.88%) Analytics
2 135 (42.06%) Mathematics
3 128 (39.88%) Machine Learning
4 111 (34.58%) Statistics
5 80 (24.92%) Business Intelligence
6 69 (21.50%) Data Analysis
7 62 (19.31%) Data Analytics
8 53 (16.51%) Visualisation
9 39 (12.15%) Predictive Modelling
10 38 (11.84%) Actionable Insight
11 37 (11.53%) Data Modelling
12 31 (9.66%) Data Visualisation
13 30 (9.35%) Statistical Analysis
14 28 (8.72%) Logistic Regression
15 27 (8.41%) Stakeholder Management
15 27 (8.41%) Web Analytics
16 26 (8.10%) Physics
17 24 (7.48%) Customer Insight
17 24 (7.48%) ETL
18 23 (7.17%) E-Commerce
Programming Languages
1 193 (60.12%) R
2 178 (55.45%) Python
3 164 (51.09%) SQL
4 43 (13.40%) Java
5 37 (11.53%) MATLAB
6 24 (7.48%) VBA
7 23 (7.17%) C++
8 18 (5.61%) Scala
9 16 (4.98%) C#
10 9 (2.80%) VB
11 6 (1.87%) C
11 6 (1.87%) PL/SQL
12 4 (1.25%) Julia
12 4 (1.25%) T-SQL
13 3 (0.93%) JavaScript
14 2 (0.62%) Perl
14 2 (0.62%) Shell Script
15 1 (0.31%) ES6
15 1 (0.31%) Go
15 1 (0.31%) Haskell
Qualifications
1 145 (45.17%) Degree
2 61 (19.00%) PhD
3 1 (0.31%) Postgraduate
Quality Assurance & Compliance
1 16 (4.98%) Data Quality
2 8 (2.49%) QA
3 2 (0.62%) Actionable Recommendations
System Software
1 9 (2.80%) Docker
2 3 (0.93%) Apache ZooKeeper
Systems Management
1 6 (1.87%) Ansible
2 3 (0.93%) Opscode Chef
3 1 (0.31%) Kibana
3 1 (0.31%) logstash
3 1 (0.31%) StatsD
Vendors
1 61 (19.00%) Tableau
2 20 (6.23%) Google
3 19 (5.92%) Microsoft
4 15 (4.67%) Oracle
5 7 (2.18%) Facebook
5 7 (2.18%) Snowplow
6 6 (1.87%) IBM
6 6 (1.87%) Tealeaf
6 6 (1.87%) Twitter
7 5 (1.56%) Red Hat
8 3 (0.93%) Apple
8 3 (0.93%) MapR
8 3 (0.93%) MicroStrategy
8 3 (0.93%) Netezza
8 3 (0.93%) Teradata
8 3 (0.93%) Vertica
9 2 (0.62%) Adobe
9 2 (0.62%) Omniture
9 2 (0.62%) SAP
10 1 (0.31%) Intel
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