Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Bristol with a requirement for Statistics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistics over the 6 months to 17 November 2017 with a comparison to the same period in the previous 2 years.

Statistics
South West > Bristol
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 169 162 179
Rank change year-on-year -7 +17 +4
Permanent jobs citing Statistics 35 20 24
As % of all permanent IT jobs advertised in Bristol 0.91% 0.62% 0.63%
As % of the Processes & Methodologies category 0.99% 0.68% 0.70%
Number of salaries quoted 16 13 24
Bristol median annual salary £40,000 £30,000 £32,000
Median salary % change year-on-year +33.33% -6.25% -8.57%
10th Percentile £21,250 £23,806 £28,625
90th Percentile £81,250 £53,750 £44,500
South West median annual salary £42,250 £28,000 £32,250
% change year-on-year +50.89% -13.18% -7.86%

Statistics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bristol with a requirement for process or methodology skills.

All Process and Methodology Skills
Bristol
Permanent vacancies with a requirement for process or methodology skills 3542 2932 3440
As % of all permanent IT jobs advertised in Bristol 91.76% 90.86% 90.38%
Number of salaries quoted 2928 2486 2964
Bristol median annual salary £45,000 £44,000 £41,500
Median salary % change year-on-year +2.27% +6.02% +3.75%
10th Percentile £26,250 £27,500 £26,250
90th Percentile £67,500 £70,000 £67,500
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.90%

Statistics
Job Vacancy Trend in Bristol

Job postings citing Statistics as a percentage of all IT jobs advertised in Bristol.

Job vacancy trend for Statistics in Bristol

Statistics
Salary Trend in Bristol

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Statistics in Bristol.

Salary trend for Statistics in Bristol

Statistics
Salary Histogram in Bristol

The salary distribution of IT jobs citing Statistics in Bristol over the 6 months to 17 November 2017.

Salary histogram for Statistics in Bristol

For the 6 months to 17 November 2017, IT jobs citing Statistics 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 Statistics.

1 16 (45.71%) Finance
2 14 (40.00%) SQL
2 14 (40.00%) Collaborative Working
3 13 (37.14%) Mathematics
4 12 (34.29%) Stakeholder Management
5 11 (31.43%) Cadence
5 11 (31.43%) ITSM
5 11 (31.43%) ITIL
5 11 (31.43%) ISEB
5 11 (31.43%) SLA
5 11 (31.43%) Service Delivery
5 11 (31.43%) Performance Management
5 11 (31.43%) Financial Modelling
5 11 (31.43%) Contract Management
5 11 (31.43%) Critical Success Factor
5 11 (31.43%) Service Design
5 11 (31.43%) Escalation Management
6 10 (28.57%) Business Intelligence
7 9 (25.71%) Python
7 9 (25.71%) Degree
7 9 (25.71%) R
7 9 (25.71%) Big Data
7 9 (25.71%) Analytical Skills
8 8 (22.86%) Machine Learning
8 8 (22.86%) Marketing
8 8 (22.86%) Microsoft Excel
9 7 (20.00%) Flash
9 7 (20.00%) SMS
9 7 (20.00%) Management Information System
9 7 (20.00%) Agile Software Development

Statistics
Co-occurring 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 7 (20.00%) Apache Spark
2 4 (11.43%) SAS
3 1 (2.86%) Elasticsearch
Applications
1 8 (22.86%) Microsoft Excel
2 7 (20.00%) Microsoft PowerPoint
3 4 (11.43%) SPSS
4 2 (5.71%) Chatbot
Business Applications
1 1 (2.86%) Dynamics CRM
Cloud Services
1 6 (17.14%) Amazon AWS
1 6 (17.14%) Google Cloud Platform
2 5 (14.29%) Microsoft Azure
3 4 (11.43%) Google Analytics
4 3 (8.57%) Cloud Computing
5 2 (5.71%) Azure Machine Learning
Communications & Networking
1 7 (20.00%) SMS
Database & Business Intelligence
1 9 (25.71%) Big Data
2 7 (20.00%) Hadoop
3 6 (17.14%) Apache Hive
3 6 (17.14%) NoSQL
4 4 (11.43%) SQL Server
5 3 (8.57%) BigQuery
5 3 (8.57%) Geospatial Data
5 3 (8.57%) GIS
5 3 (8.57%) Impala
6 2 (5.71%) Data Warehouse
6 2 (5.71%) Mahout
6 2 (5.71%) SQL Server Integration Services
7 1 (2.86%) BusinessObjects
7 1 (2.86%) Oracle BI EE
7 1 (2.86%) Power BI
7 1 (2.86%) SQL Server 2008
Development Applications
1 2 (5.71%) Git (software)
General
1 16 (45.71%) Finance
2 8 (22.86%) Marketing
3 4 (11.43%) Legal
4 3 (8.57%) Electronics
4 3 (8.57%) Law
4 3 (8.57%) Manufacturing
4 3 (8.57%) Telecoms
Job Titles
1 11 (31.43%) Service Manager
2 8 (22.86%) Analyst
3 7 (20.00%) Delivery Manager
3 7 (20.00%) Junior
3 7 (20.00%) Services Delivery Manager
4 6 (17.14%) Data Scientist
4 6 (17.14%) Developer
5 4 (11.43%) Data Analyst
5 4 (11.43%) Junior Analyst
5 4 (11.43%) Junior Web Analyst
5 4 (11.43%) Web Analyst
6 3 (8.57%) Business Intelligence Analyst
6 3 (8.57%) Business Intelligence Data Analyst
6 3 (8.57%) Data Visualisation Analyst
6 3 (8.57%) Junior Developer
6 3 (8.57%) Junior Programmer
6 3 (8.57%) Senior Analyst
6 3 (8.57%) Senior Data Analyst
6 3 (8.57%) SQL Analyst
6 3 (8.57%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 7 (20.00%) Flash
2 6 (17.14%) Natural Language Processing
3 5 (14.29%) .NET
4 3 (8.57%) D3.js
4 3 (8.57%) TensorFlow
4 3 (8.57%) Theano
5 2 (5.71%) GraphX
6 1 (2.86%) Kafka
6 1 (2.86%) Ramda
6 1 (2.86%) Redux
6 1 (2.86%) RxJS
Miscellaneous
1 9 (25.71%) Analytical Skills
2 7 (20.00%) Computer Science
2 7 (20.00%) Management Information System
3 6 (17.14%) Algorithms
4 4 (11.43%) Virtual Team
5 3 (8.57%) Blog
5 3 (8.57%) Data Protection Act
6 2 (5.71%) Data Centre
Processes & Methodologies
1 14 (40.00%) Collaborative Working
2 13 (37.14%) Mathematics
3 12 (34.29%) Stakeholder Management
4 11 (31.43%) Contract Management
4 11 (31.43%) Critical Success Factor
4 11 (31.43%) Escalation Management
4 11 (31.43%) Financial Modelling
4 11 (31.43%) ITIL
4 11 (31.43%) ITSM
4 11 (31.43%) Performance Management
4 11 (31.43%) Service Delivery
4 11 (31.43%) Service Design
5 10 (28.57%) Business Intelligence
6 8 (22.86%) Machine Learning
7 7 (20.00%) Agile Software Development
7 7 (20.00%) Analytics
7 7 (20.00%) Business Development
7 7 (20.00%) Mentoring
7 7 (20.00%) Stakeholder Engagement
7 7 (20.00%) Visualisation
Programming Languages
1 14 (40.00%) SQL
2 9 (25.71%) Python
2 9 (25.71%) R
3 5 (14.29%) C#
4 4 (11.43%) Java
4 4 (11.43%) JavaScript
5 3 (8.57%) MATLAB
5 3 (8.57%) VB.NET
6 1 (2.86%) Clojure
6 1 (2.86%) F#
6 1 (2.86%) Haskell
6 1 (2.86%) Scala
Qualifications
1 11 (31.43%) ISEB
2 9 (25.71%) Degree
3 4 (11.43%) Postgraduate
4 3 (8.57%) HND
4 3 (8.57%) Numerate Degree
Quality Assurance & Compliance
1 11 (31.43%) SLA
2 3 (8.57%) Data Quality
Vendors
1 11 (31.43%) Cadence
2 7 (20.00%) Google
3 4 (11.43%) Tableau
4 3 (8.57%) SAP
5 1 (2.86%) Microsoft