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 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 677 794 754
Rank change year-on-year
+117 -40
Permanent jobs citing Statistical Modelling 221 126 196
As % of all permanent IT jobs located in England 0.24% 0.13% 0.18%
As % of the Processes & Methodologies category 0.27% 0.15% 0.21%
Number of salaries quoted 193 110 167
Median salary £55,000 £52,500 £50,000
Median salary % change year-on-year
+4.76% +5.00%
90% offered a salary of more than £35,000 £36,350 £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%
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
81174 86024 93715
As % of all permanent IT jobs located in England 87.93% 86.29% 85.41%
Number of salaries quoted 68372 70684 76799
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 £32,000 £31,500
10% offered a salary of more than £77,500 £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 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 25 May 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 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
London +75 149 £60,000 +14.28% 15
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%
Yorkshire +13 9 £31,250 -24.69% 2
East Midlands +10 3 £55,000 +25.71% 1
North East - 3 £27,500 -
North West +13 2 £45,000 -59.09% 3
Statistical Modelling
UK

Statistical Modelling
Top 30 Related IT Skills in England

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 across the England region with a requirement for Statistical Modelling.

1 245 (59.18%) Analytics
2 195 (47.10%) R
3 176 (42.51%) Python
4 175 (42.27%) SQL
5 166 (40.10%) Analytical Skills
6 161 (38.89%) Marketing
7 157 (37.92%) Degree
7 157 (37.92%) Machine Learning
8 142 (34.30%) Big Data
9 140 (33.82%) SAS
10 137 (33.09%) Algorithms
11 126 (30.43%) Statistics
12 120 (28.99%) Data Analysis
13 117 (28.26%) Hadoop
14 116 (28.02%) Mathematics
15 106 (25.60%) Apache Spark
16 102 (24.64%) Finance
17 91 (21.98%) Java
17 91 (21.98%) Computer Science
18 85 (20.53%) Business Intelligence
19 80 (19.32%) Data Mining
20 68 (16.43%) SPSS
20 68 (16.43%) Predictive Modelling
21 65 (15.70%) Visualisation
22 64 (15.46%) Data Analytics
23 60 (14.49%) PhD
24 56 (13.53%) Scala
25 51 (12.32%) Apache Cassandra
26 49 (11.84%) Data Visualisation
27 48 (11.59%) Data Management

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
1 140 (33.82%) SAS
2 106 (25.60%) Apache Spark
3 38 (9.18%) Apache
4 32 (7.73%) Apache Pig
5 9 (2.17%) SharePoint
6 7 (1.69%) Elasticsearch
6 7 (1.69%) Facebook Platform
7 1 (0.24%) SharePoint 2013
7 1 (0.24%) Skype for Business
Applications
1 68 (16.43%) SPSS
2 37 (8.94%) MS Excel
3 14 (3.38%) MS Office
4 11 (2.66%) MS PowerPoint
5 6 (1.45%) Stata
6 3 (0.72%) Spreadsheet
7 1 (0.24%) Mathematica
Business Applications
1 9 (2.17%) SAP Oil and Gas
2 1 (0.24%) FastStats
Cloud Services
1 8 (1.93%) Amazon AWS
2 7 (1.69%) Google Cloud Platform
2 7 (1.69%) SmartFocus
3 6 (1.45%) Amazon EC2
3 6 (1.45%) Amazon S3
3 6 (1.45%) Cloud Computing
3 6 (1.45%) Microsoft Azure
4 3 (0.72%) Google Analytics
4 3 (0.72%) PaaS
5 1 (0.24%) SaaS
Communications & Networking
1 7 (1.69%) Internet
2 6 (1.45%) 3G
2 6 (1.45%) 4G
2 6 (1.45%) HSPA
2 6 (1.45%) LTE
2 6 (1.45%) Wi-Fi
3 4 (0.97%) Broadband
4 1 (0.24%) BGP
4 1 (0.24%) DNS
4 1 (0.24%) HTTP
Database & Business Intelligence
1 142 (34.30%) Big Data
2 117 (28.26%) Hadoop
3 80 (19.32%) Data Mining
4 51 (12.32%) Apache Cassandra
5 42 (10.14%) NoSQL
5 42 (10.14%) SQL Server
6 41 (9.90%) Data Warehouse
7 34 (8.21%) Apache Hive
7 34 (8.21%) QlikView
8 25 (6.04%) Relational Database
8 25 (6.04%) SQL Server Reporting Services
9 23 (5.56%) MongoDB
10 22 (5.31%) MySQL
11 20 (4.83%) Amazon Redshift
12 19 (4.59%) SQL Server Integration Services
13 17 (4.11%) Impala
14 15 (3.62%) Base SAS
14 15 (3.62%) PostgreSQL
14 15 (3.62%) SQL Server Analysis Services
15 14 (3.38%) RDBMS
Development Applications
1 12 (2.90%) Team Foundation Server
2 8 (1.93%) Visual Studio
3 1 (0.24%) SQL Server Management Studio (SSMS)
General
1 161 (38.89%) Marketing
2 102 (24.64%) Finance
3 30 (7.25%) Telecoms
4 27 (6.52%) Retail
5 17 (4.11%) Banking
6 11 (2.66%) Games
7 10 (2.42%) Advertising
8 6 (1.45%) Pharmaceutical
9 5 (1.21%) Manufacturing
10 4 (0.97%) Electronics
10 4 (0.97%) Legal
11 3 (0.72%) Automotive
11 3 (0.72%) Billing
11 3 (0.72%) French Language
11 3 (0.72%) German Language
11 3 (0.72%) Online Betting
11 3 (0.72%) Spanish Language
12 2 (0.48%) Financial Institution
12 2 (0.48%) Law
13 1 (0.24%) Front Office
Job Titles
1 161 (38.89%) Data Scientist
2 151 (36.47%) Analyst
3 58 (14.01%) Data Analyst
4 53 (12.80%) Developer
5 52 (12.56%) Senior Data Scientist
6 30 (7.25%) SAS Analyst
7 23 (5.56%) Insight Analyst
8 21 (5.07%) Senior Analyst
9 20 (4.83%) Analyst Developer
10 18 (4.35%) Statistical Analyst
11 15 (3.62%) Qualitative Analyst
11 15 (3.62%) Quantitative Analyst
11 15 (3.62%) SQL Developer
12 14 (3.38%) Business Analyst
12 14 (3.38%) Data Engineer
13 13 (3.14%) Business Data Analyst
13 13 (3.14%) Consultant
13 13 (3.14%) SQL Analyst
14 12 (2.90%) Statistical Data Analyst
15 11 (2.66%) SAS Insight Analyst
Libraries, Frameworks & Software Standards
1 25 (6.04%) .NET
2 17 (4.11%) Kafka
2 17 (4.11%) Natural Language Processing
3 14 (3.38%) scikit-learn
4 13 (3.14%) JSON
4 13 (3.14%) Spark Streaming
4 13 (3.14%) XML
5 8 (1.93%) ASP.NET Web API
5 8 (1.93%) WF
6 7 (1.69%) Cascading
6 7 (1.69%) Theano
7 6 (1.45%) Pandas
7 6 (1.45%) TensorFlow
8 5 (1.21%) NumPy
9 4 (0.97%) ELK Stack
9 4 (0.97%) LAMP
10 3 (0.72%) MDX
10 3 (0.72%) OpenCV
11 2 (0.48%) D3.js
11 2 (0.48%) ODBC
Miscellaneous
1 166 (40.10%) Analytical Skills
2 137 (33.09%) Algorithms
3 126 (30.43%) Statistics
4 116 (28.02%) Mathematics
5 91 (21.98%) Computer Science
6 65 (15.70%) Visualisation
7 42 (10.14%) Artificial Intelligence
8 41 (9.90%) Management Information System
9 33 (7.97%) Economics
10 27 (6.52%) Data Structures
10 27 (6.52%) Physics
10 27 (6.52%) Social Media
11 26 (6.28%) Digital Media
12 24 (5.80%) Credit Risk
13 16 (3.86%) Neural Network
14 11 (2.66%) Smart Meter
15 8 (1.93%) FMCG
16 6 (1.45%) Cybercrime
16 6 (1.45%) Mobile App
16 6 (1.45%) Public Cloud
Operating Systems
1 16 (3.86%) Linux
2 8 (1.93%) Unix
3 6 (1.45%) Windows
Processes & Methodologies
1 245 (59.18%) Analytics
2 157 (37.92%) Machine Learning
3 120 (28.99%) Data Analysis
4 85 (20.53%) Business Intelligence
5 68 (16.43%) Predictive Modelling
6 64 (15.46%) Data Analytics
7 49 (11.84%) Data Visualisation
8 48 (11.59%) Data Management
9 44 (10.63%) Customer Insight
10 33 (7.97%) Statistical Analysis
11 32 (7.73%) MapReduce
12 31 (7.49%) Use Case
13 30 (7.25%) Data Modelling
14 28 (6.76%) ETL
14 28 (6.76%) Predictive Analytics
15 27 (6.52%) Operations Research
16 26 (6.28%) Bayesian Methods
16 26 (6.28%) Customer Engagement
16 26 (6.28%) Yield Management
17 25 (6.04%) Open Source
Programming Languages
1 195 (47.10%) R
2 176 (42.51%) Python
3 175 (42.27%) SQL
4 91 (21.98%) Java
5 56 (13.53%) Scala
6 46 (11.11%) MATLAB
7 44 (10.63%) VBA
8 43 (10.39%) C++
9 25 (6.04%) C#
10 20 (4.83%) JavaScript
11 15 (3.62%) C
12 12 (2.90%) Perl
13 11 (2.66%) SAS Macro
14 9 (2.17%) Shell Script
14 9 (2.17%) T-SQL
15 8 (1.93%) PowerShell
16 5 (1.21%) PHP
16 5 (1.21%) Ruby
17 4 (0.97%) Go
17 4 (0.97%) Julia
Qualifications
1 157 (37.92%) Degree
2 60 (14.49%) PhD
3 16 (3.86%) Security Cleared
4 7 (1.69%) DV Cleared
5 5 (1.21%) MBA
6 4 (0.97%) BPSS Clearance
6 4 (0.97%) CBAP
6 4 (0.97%) ISEB
7 2 (0.48%) Postgraduate
Quality Assurance & Compliance
1 15 (3.62%) Data Quality
2 4 (0.97%) QA
3 3 (0.72%) Basel II
4 1 (0.24%) SLA
System Software
1 17 (4.11%) Docker
2 9 (2.17%) Apache ZooKeeper
3 2 (0.48%) Apache Flume
4 1 (0.24%) HDFS
Systems Management
1 9 (2.17%) Opscode Chef
2 5 (1.21%) Kibana
3 4 (0.97%) logstash
Vendors
1 46 (11.11%) Tableau
2 42 (10.14%) Microsoft
3 23 (5.56%) Oracle
4 15 (3.62%) TIBCO
5 11 (2.66%) SAP
6 10 (2.42%) Google
7 8 (1.93%) Facebook
8 7 (1.69%) Cognos
9 6 (1.45%) Adobe
10 3 (0.72%) Splunk
11 2 (0.48%) IBM
11 2 (0.48%) Minitab
12 1 (0.24%) Apple
12 1 (0.24%) Cloudera
12 1 (0.24%) MicroStrategy
12 1 (0.24%) SIMUL8
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