The table below looks at the statistics for Statistical Modelling skills in IT jobs advertised for the Bristol region. Included is a guide to the salaries offered in IT jobs that have cited Statistical Modelling over the 3 months to 30 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Statistical Modelling
Rank 123 128 -
Rank change year-on-year
+5 -
Permanent jobs citing Statistical Modelling 2 6 0
As % of all permanent IT jobs located in Bristol 0.12% 0.32% -
As % of the Processes & Methodologies category 0.13% 0.36% -
Number of salaries quoted 0 2 0
Median salary - £40,500 -
UK excluding London median salary £42,500 £37,500 £40,000
% change year-on-year
+13.33% -6.25%
Statistical Modelling
South West

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Bristol region.

Processes & Methodologies Category
Bristol
Permanent IT job ads with a match in the
Processes & Methodologies category
1523 1672 1550
As % of all permanent IT jobs located in Bristol 89.01% 88.94% 85.49%
Number of salaries quoted 1323 1449 1287
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year
+5.88% -
90% offered a salary of more than £32,500 £30,000 £28,500
10% offered a salary of more than £67,500 £70,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Statistical Modelling
Jobs Demand Trend in Bristol

The demand trend of job ads across the Bristol 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 Bristol

Statistical Modelling
Salary Trend in Bristol

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Statistical Modelling across the Bristol region.

Statistical Modelling Salary Trend in Bristol

Statistical Modelling
Top 30 Related IT Skills in Bristol

For the 6 months to 30 September 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 Bristol region with a requirement for Statistical Modelling.

1 5 (71.43%) R
1 5 (71.43%) Analytics
2 4 (57.14%) Apache Pig
2 4 (57.14%) Machine Learning
2 4 (57.14%) Apache Spark
2 4 (57.14%) Hadoop
2 4 (57.14%) Apache Hive
2 4 (57.14%) SQL
2 4 (57.14%) Python
3 3 (42.86%) SAS
3 3 (42.86%) Finance
3 3 (42.86%) Degree
3 3 (42.86%) Big Data
4 2 (28.57%) Customer Insight
4 2 (28.57%) Data Analytics
4 2 (28.57%) Relational Database
4 2 (28.57%) Data Structures
4 2 (28.57%) Algorithms
4 2 (28.57%) Mahout
4 2 (28.57%) DevOps
4 2 (28.57%) MongoDB
4 2 (28.57%) Apache Cassandra
4 2 (28.57%) NoSQL
4 2 (28.57%) Open Source
4 2 (28.57%) Agile Software Development
4 2 (28.57%) Natural Language Processing
4 2 (28.57%) MapReduce
4 2 (28.57%) Marketing
4 2 (28.57%) HBase
4 2 (28.57%) Direct Marketing

Statistical Modelling
Top Related IT Skills in Bristol 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 4 (57.14%) Apache Pig
1 4 (57.14%) Apache Spark
2 3 (42.86%) SAS
Applications
1 1 (14.29%) SPSS
Database & Business Intelligence
1 4 (57.14%) Apache Hive
1 4 (57.14%) Hadoop
2 3 (42.86%) Big Data
3 2 (28.57%) Apache Cassandra
3 2 (28.57%) HBase
3 2 (28.57%) Mahout
3 2 (28.57%) MongoDB
3 2 (28.57%) MySQL
3 2 (28.57%) NoSQL
3 2 (28.57%) PostgreSQL
3 2 (28.57%) Relational Database
3 2 (28.57%) SQLite
4 1 (14.29%) Data Mining
General
1 3 (42.86%) Finance
2 2 (28.57%) Marketing
3 1 (14.29%) Retail
Job Titles
1 2 (28.57%) Analyst
1 2 (28.57%) Customer Analyst
1 2 (28.57%) Customer Insight Analyst
1 2 (28.57%) Data Scientist
1 2 (28.57%) Developer
1 2 (28.57%) Insight Analyst
1 2 (28.57%) Senior Data Scientist
1 2 (28.57%) Senior Developer
2 1 (14.29%) Data Analyst
2 1 (14.29%) Data Insight Analyst
2 1 (14.29%) Insight Data Analyst
2 1 (14.29%) SAS Analyst
2 1 (14.29%) SAS Customer Insight Analyst
2 1 (14.29%) SAS Insight Analyst
2 1 (14.29%) SQL Analyst
2 1 (14.29%) Teradata Analyst
Libraries, Frameworks & Software Standards
1 2 (28.57%) .NET
1 2 (28.57%) Natural Language Processing
Miscellaneous
1 2 (28.57%) Algorithms
1 2 (28.57%) Artificial Intelligence
1 2 (28.57%) Computer Science
1 2 (28.57%) Data Structures
1 2 (28.57%) Mathematics
2 1 (14.29%) Analytical Skills
2 1 (14.29%) Statistics
Processes & Methodologies
1 5 (71.43%) Analytics
2 4 (57.14%) Machine Learning
3 2 (28.57%) Actionable Insight
3 2 (28.57%) Agile Software Development
3 2 (28.57%) Customer Insight
3 2 (28.57%) Data Analysis
3 2 (28.57%) Data Analytics
3 2 (28.57%) DevOps
3 2 (28.57%) Direct Marketing
3 2 (28.57%) Functional Programming
3 2 (28.57%) MapReduce
3 2 (28.57%) OO
3 2 (28.57%) Open Source
3 2 (28.57%) Predictive Analytics
3 2 (28.57%) SOA
3 2 (28.57%) Statistical Learning
4 1 (14.29%) Data Governance
4 1 (14.29%) Information Management
4 1 (14.29%) Operations Research
4 1 (14.29%) Statistical Analysis
Programming Languages
1 5 (71.43%) R
2 4 (57.14%) Python
2 4 (57.14%) SQL
3 2 (28.57%) C#
3 2 (28.57%) C++
3 2 (28.57%) Java
3 2 (28.57%) JavaScript
3 2 (28.57%) MATLAB
3 2 (28.57%) Perl
3 2 (28.57%) Ruby
3 2 (28.57%) Scala
Qualifications
1 3 (42.86%) Degree
Vendors
1 2 (28.57%) Teradata
2 1 (14.29%) Cognizant