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

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Statistical Modelling
UK / England
Rank 664 723 751
Rank change year-on-year
+59 +28
Permanent jobs citing Statistical Modelling 160 190 182
As % of all permanent IT jobs located in England 0.20% 0.20% 0.18%
As % of the Processes & Methodologies category 0.23% 0.23% 0.21%
Number of salaries quoted 143 163 154
Median salary £52,500 £57,500 £52,500
Median salary % change year-on-year
-8.69% +9.52%
90% offered a salary of more than £31,600 £38,250 £38,500
10% offered a salary of more than £82,500 £100,000 £85,000
UK excluding London median salary £41,250 £62,500 £45,000
% change year-on-year
-34.00% +38.88%

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
69876 84229 86291
As % of all permanent IT jobs located in England 88.83% 88.33% 86.70%
Number of salaries quoted 57833 70736 71373
Median salary £50,000 £50,000 £48,500
Median salary % change year-on-year
- +3.09%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £77,500
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 23 February 2017.

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 23 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
London +47 89 £60,000 - 15
South East +61 20 £58,500 +17.00%
South West +21 10 £40,000 -
Yorkshire +26 9 £40,000 -57.89% 4
North West -8 9 £30,000 -45.45% 3
East Midlands +14 8 £42,500 -22.72%
West Midlands +10 8 £32,500 -50.00% 2
East of England +21 7 £32,000 -36.00% 4
Statistical Modelling
UK

Statistical Modelling
Top 30 Related IT Skills in England

For the 6 months to 23 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 across the England region with a requirement for Statistical Modelling.

1 182 (59.67%) R
2 180 (59.02%) Analytics
3 171 (56.07%) Python
4 160 (52.46%) SQL
5 139 (45.57%) Degree
6 135 (44.26%) Analytical Skills
7 132 (43.28%) Mathematics
8 126 (41.31%) SAS
9 119 (39.02%) Machine Learning
10 110 (36.07%) Marketing
11 108 (35.41%) Statistics
12 77 (25.25%) Big Data
13 75 (24.59%) Business Intelligence
14 71 (23.28%) Finance
15 70 (22.95%) Hadoop
16 65 (21.31%) Data Mining
17 64 (20.98%) Algorithms
18 63 (20.66%) Data Analysis
19 62 (20.33%) Tableau
20 60 (19.67%) Data Analytics
20 60 (19.67%) Computer Science
21 58 (19.02%) PhD
22 56 (18.36%) Apache Spark
23 52 (17.05%) Visualisation
24 41 (13.44%) SPSS
25 39 (12.79%) Java
25 39 (12.79%) Predictive Modelling
26 37 (12.13%) Actionable Insight
27 36 (11.80%) MATLAB
28 35 (11.48%) Data Modelling

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
1 126 (41.31%) SAS
2 56 (18.36%) Apache Spark
3 11 (3.61%) Apache Pig
3 11 (3.61%) Elasticsearch
4 10 (3.28%) Apache
5 5 (1.64%) Apache Airflow
5 5 (1.64%) Luigi
6 4 (1.31%) Jupyter
7 3 (0.98%) Tornado
8 1 (0.33%) SharePoint
Applications
1 41 (13.44%) SPSS
2 26 (8.52%) MS Excel
3 15 (4.92%) MS Office
4 12 (3.93%) Stata
5 10 (3.28%) MS PowerPoint
6 6 (1.97%) Spreadsheet
7 2 (0.66%) EViews
8 1 (0.33%) Mathematica
Business Applications
1 3 (0.98%) FastStats
2 1 (0.33%) Data Workbench
2 1 (0.33%) Oracle Financials
2 1 (0.33%) SAP InfiniteInsight
2 1 (0.33%) SAP Oil and Gas
Cloud Services
1 17 (5.57%) Google Analytics
2 11 (3.61%) Amazon AWS
3 4 (1.31%) Microsoft Azure
4 2 (0.66%) Adobe Analytics
4 2 (0.66%) PaaS
5 1 (0.33%) Amazon EC2
5 1 (0.33%) Amazon EMR
5 1 (0.33%) Amazon S3
5 1 (0.33%) Google Cloud Platform
5 1 (0.33%) Google Play
Communications & Networking
1 4 (1.31%) Symposium
2 3 (0.98%) MVNO
2 3 (0.98%) SMS
3 2 (0.66%) Internet
Database & Business Intelligence
1 77 (25.25%) Big Data
2 70 (22.95%) Hadoop
3 65 (21.31%) Data Mining
4 24 (7.87%) Data Warehouse
4 24 (7.87%) NoSQL
5 22 (7.21%) Base SAS
5 22 (7.21%) MongoDB
6 15 (4.92%) Relational Database
7 14 (4.59%) Apache Cassandra
7 14 (4.59%) Apache Hive
7 14 (4.59%) MySQL
8 13 (4.26%) Neo4j
8 13 (4.26%) SQL Server
9 12 (3.93%) SQL Server Integration Services
10 11 (3.61%) BusinessObjects
10 11 (3.61%) GIS
10 11 (3.61%) Looker
11 10 (3.28%) PostgreSQL
11 10 (3.28%) Text Mining
12 9 (2.95%) RDBMS
Development Applications
1 4 (1.31%) Git (software)
2 3 (0.98%) JIRA
3 1 (0.33%) Jenkins
General
1 110 (36.07%) Marketing
2 71 (23.28%) Finance
3 27 (8.85%) Retail
4 19 (6.23%) Games
5 10 (3.28%) Automotive
5 10 (3.28%) Banking
6 9 (2.95%) Telecoms
7 6 (1.97%) Advertising
8 5 (1.64%) German Language
9 4 (1.31%) Mandarin Language
9 4 (1.31%) Pharmaceutical
9 4 (1.31%) Spanish Language
10 3 (0.98%) Billing
11 2 (0.66%) Back Office
12 1 (0.33%) Electronics
12 1 (0.33%) French Language
12 1 (0.33%) Legal
12 1 (0.33%) Manufacturing
12 1 (0.33%) Polish Language
12 1 (0.33%) Publishing
Job Titles
1 130 (42.62%) Analyst
2 105 (34.43%) Data Scientist
3 46 (15.08%) Senior Analyst
4 39 (12.79%) Data Analyst
5 31 (10.16%) Insight Analyst
6 23 (7.54%) Senior Data Scientist
7 19 (6.23%) Marketing Analyst
8 15 (4.92%) Data Engineer
9 12 (3.93%) SAS Analyst
10 11 (3.61%) Consultant
10 11 (3.61%) Senior Insight Analyst
10 11 (3.61%) Statistical Analyst
11 10 (3.28%) Business Intelligence Analyst
11 10 (3.28%) Risk Analyst
11 10 (3.28%) Senior Data Analyst
11 10 (3.28%) SQL Analyst
12 9 (2.95%) Analytics Manager
12 9 (2.95%) Developer
12 9 (2.95%) SAS Insight Analyst
13 8 (2.62%) Senior SAS Analyst
Libraries, Frameworks & Software Standards
1 13 (4.26%) LAMP
2 12 (3.93%) Pandas
3 11 (3.61%) NumPy
4 10 (3.28%) scikit-learn
5 5 (1.64%) .NET
5 5 (1.64%) SciPy
6 4 (1.31%) D3.js
6 4 (1.31%) Natural Language Processing
7 3 (0.98%) Flask
7 3 (0.98%) Kafka
7 3 (0.98%) Torch
8 2 (0.66%) Django
8 2 (0.66%) Web Services
9 1 (0.33%) Cascading
9 1 (0.33%) CSS
9 1 (0.33%) Elastic Stack
9 1 (0.33%) HTML
9 1 (0.33%) React
9 1 (0.33%) Redux
9 1 (0.33%) Velocity
Miscellaneous
1 135 (44.26%) Analytical Skills
2 64 (20.98%) Algorithms
3 60 (19.67%) Computer Science
4 22 (7.21%) Credit Risk
5 13 (4.26%) Data Structures
6 7 (2.30%) Management Information System
7 6 (1.97%) Social Media
8 5 (1.64%) Fintech
8 5 (1.64%) Mobile App
8 5 (1.64%) User Experience
9 4 (1.31%) Biotechnology
9 4 (1.31%) FMCG
10 3 (0.98%) Client/Server
10 3 (0.98%) Digital Media
10 3 (0.98%) Social Network
10 3 (0.98%) Xbox
11 2 (0.66%) Hedge funds
11 2 (0.66%) Market Risk
11 2 (0.66%) Reinsurance
12 1 (0.33%) Life Science
Operating Systems
1 21 (6.89%) Linux
2 3 (0.98%) Unix
3 1 (0.33%) Apple iOS
3 1 (0.33%) Windows
Processes & Methodologies
1 180 (59.02%) Analytics
2 132 (43.28%) Mathematics
3 119 (39.02%) Machine Learning
4 108 (35.41%) Statistics
5 75 (24.59%) Business Intelligence
6 63 (20.66%) Data Analysis
7 60 (19.67%) Data Analytics
8 52 (17.05%) Visualisation
9 39 (12.79%) Predictive Modelling
10 37 (12.13%) Actionable Insight
11 35 (11.48%) Data Modelling
12 30 (9.84%) Data Visualisation
13 28 (9.18%) Statistical Analysis
14 27 (8.85%) Stakeholder Management
15 26 (8.52%) Logistic Regression
15 26 (8.52%) Web Analytics
16 24 (7.87%) Physics
17 23 (7.54%) Customer Insight
17 23 (7.54%) ETL
18 22 (7.21%) E-Commerce
Programming Languages
1 182 (59.67%) R
2 171 (56.07%) Python
3 160 (52.46%) SQL
4 39 (12.79%) Java
5 36 (11.80%) MATLAB
6 21 (6.89%) VBA
7 20 (6.56%) C++
8 15 (4.92%) Scala
9 13 (4.26%) C#
10 8 (2.62%) VB
11 6 (1.97%) C
11 6 (1.97%) PL/SQL
12 4 (1.31%) JavaScript
12 4 (1.31%) Julia
13 3 (0.98%) T-SQL
14 2 (0.66%) Perl
14 2 (0.66%) Shell Script
15 1 (0.33%) ES6
15 1 (0.33%) Haskell
Qualifications
1 139 (45.57%) Degree
2 58 (19.02%) PhD
3 1 (0.33%) Postgraduate
Quality Assurance & Compliance
1 15 (4.92%) Data Quality
2 8 (2.62%) QA
3 1 (0.33%) Actionable Recommendations
System Software
1 9 (2.95%) Docker
2 3 (0.98%) Apache ZooKeeper
Systems Management
1 6 (1.97%) Ansible
2 3 (0.98%) Opscode Chef
3 1 (0.33%) Kibana
3 1 (0.33%) logstash
3 1 (0.33%) StatsD
Vendors
1 62 (20.33%) Tableau
2 18 (5.90%) Google
3 16 (5.25%) Microsoft
4 15 (4.92%) Oracle
5 7 (2.30%) Snowplow
6 6 (1.97%) Facebook
7 5 (1.64%) IBM
7 5 (1.64%) Red Hat
7 5 (1.64%) Tealeaf
7 5 (1.64%) Twitter
8 3 (0.98%) Apple
8 3 (0.98%) MapR
8 3 (0.98%) MicroStrategy
8 3 (0.98%) Netezza
8 3 (0.98%) Teradata
8 3 (0.98%) Vertica
9 2 (0.66%) Adobe
9 2 (0.66%) Omniture
9 2 (0.66%) SAP
9 2 (0.66%) Splunk
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