The following table provides summary statistics for permanent job vacancies advertised in Bristol with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 3 months to 27 March 2017 with a comparison to the same period in the previous 2 years.

Data Analytics
South West / Bristol
3 months to
27 Mar 2017
Same period 2016 Same period 2015
Rank 120 116 131
Rank change year-on-year -4 +15  
Permanent jobs citing Data Analytics 11 16 1
As % of all permanent IT jobs advertised in Bristol 0.60% 0.86% 0.052%
As % of the Processes & Methodologies category 0.66% 0.96% 0.060%
Number of salaries quoted 10 12 1
Median salary £40,000 £41,000 £32,500
Median salary % change year-on-year -2.43% +26.15%  
UK excluding London median salary £45,000 £48,000 £47,500
% change year-on-year -6.25% +1.05%  

Data Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bristol with a requirement for process and methodology skills.

Process & Methodology Skills
Bristol
Permanent job vacancies with a requirement for process and methodology skills 1661 1664 1657
As % of all permanent IT job vacancies advertised in Bristol 90.96% 89.61% 85.54%
Number of salaries quoted 1369 1453 1390
Median salary £45,000 £43,000 £42,500
Median salary % change year-on-year +4.65% +1.17%  
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Analytics
Job Vacancy Trend in Bristol

The job posting trend of jobs advertised in Bristol citing Data Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Analytics in Bristol

Data Analytics
Salary Trend in Bristol

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

Salary trend for Data Analytics in Bristol

Data Analytics
Salary Histogram in Bristol

The salary distribution of IT jobs citing Data Analytics in Bristol over the 3 months to 27 March 2017.

Salary histogram for Data Analytics in Bristol

Data Analytics
Top 30 Co-occurring IT Skills in Bristol

For the 6 months to 27 March 2017, IT jobs citing Data Analytics 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 Data Analytics.

1 30 (100.00%) Analytics
2 13 (43.33%) Finance
3 10 (33.33%) SQL
4 9 (30.00%) SAS
4 9 (30.00%) Marketing
5 8 (26.67%) Big Data
5 8 (26.67%) Java
6 7 (23.33%) CRM
6 7 (23.33%) Teradata
6 7 (23.33%) Database Marketing
6 7 (23.33%) Relational Database
7 6 (20.00%) Coaching
7 6 (20.00%) Apache Spark
7 6 (20.00%) React
7 6 (20.00%) Mathematics
7 6 (20.00%) Degree
7 6 (20.00%) Big Data Analytics
7 6 (20.00%) MongoDB
7 6 (20.00%) Visualisation
7 6 (20.00%) Data Visualisation
7 6 (20.00%) JavaScript
8 5 (16.67%) Data Modelling
8 5 (16.67%) Hadoop
8 5 (16.67%) MapReduce
8 5 (16.67%) Software Engineering
8 5 (16.67%) Artificial Intelligence
8 5 (16.67%) Cybersecurity
8 5 (16.67%) Deep Learning
9 4 (13.33%) Microservices
9 4 (13.33%) Docker

Data Analytics
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 9 (30.00%) SAS
2 6 (20.00%) Apache Spark
3 3 (10.00%) Apache Pig
4 2 (6.67%) Apache
4 2 (6.67%) Mule
5 1 (3.33%) SharePoint
Business Applications
1 1 (3.33%) SAP Oil and Gas
Cloud Services
1 2 (6.67%) Amazon AWS
1 2 (6.67%) Amazon EMR
2 1 (3.33%) GitHub
Communications & Networking
1 1 (3.33%) Firewall
Database & Business Intelligence
1 8 (26.67%) Big Data
2 7 (23.33%) Relational Database
3 6 (20.00%) MongoDB
4 5 (16.67%) Hadoop
5 4 (13.33%) MySQL
5 4 (13.33%) SQL Server
6 3 (10.00%) Apache Hive
7 2 (6.67%) Amazon DynamoDB
7 2 (6.67%) Amazon RDS
7 2 (6.67%) Amazon Redshift
8 1 (3.33%) Data Mining
8 1 (3.33%) Data Warehouse
8 1 (3.33%) Power BI
8 1 (3.33%) SQL Server Analysis Services
8 1 (3.33%) SQL Server Integration Services
8 1 (3.33%) SQL Server Reporting Services
Development Applications
1 1 (3.33%) Jenkins
1 1 (3.33%) JIRA
1 1 (3.33%) Team Foundation Server
1 1 (3.33%) Visual Studio
General
1 13 (43.33%) Finance
2 9 (30.00%) Marketing
3 2 (6.67%) Telecoms
4 1 (3.33%) Electronics
4 1 (3.33%) Manufacturing
Job Titles
1 13 (43.33%) Analyst
2 7 (23.33%) Data Analyst
3 6 (20.00%) Developer
4 5 (16.67%) SQL Analyst
5 4 (13.33%) Data Engineer
5 4 (13.33%) Database Analyst
6 3 (10.00%) Full Stack Developer
6 3 (10.00%) Java Developer
6 3 (10.00%) SAS Analyst
7 2 (6.67%) Data Insight Analyst
7 2 (6.67%) Insight Analyst
7 2 (6.67%) Insight Data Analyst
7 2 (6.67%) JavaScript Developer
7 2 (6.67%) Software Engineer
7 2 (6.67%) SQL Data Analyst
8 1 (3.33%) Enterprise Management Consultant
8 1 (3.33%) Java Engineer
8 1 (3.33%) Senior IT Security Analyst
8 1 (3.33%) Tableau Developer
8 1 (3.33%) Technical Developer
Libraries, Frameworks & Software Standards
1 6 (20.00%) React
2 4 (13.33%) Node.js
3 3 (10.00%) J2EE
3 3 (10.00%) Java EE
3 3 (10.00%) Spark Streaming
4 2 (6.67%) AngularJS
5 1 (3.33%) DAO
Miscellaneous
1 2 (6.67%) Analytical Skills
1 2 (6.67%) Enterprise Software
1 2 (6.67%) User Experience
2 1 (3.33%) Computer Science
2 1 (3.33%) Cyber Defence
2 1 (3.33%) Management Information System
2 1 (3.33%) Mobile App
2 1 (3.33%) Reference Data
2 1 (3.33%) Social Media
Processes & Methodologies
1 30 (100.00%) Analytics
2 7 (23.33%) CRM
2 7 (23.33%) Database Marketing
3 6 (20.00%) Big Data Analytics
3 6 (20.00%) Coaching
3 6 (20.00%) Data Visualisation
3 6 (20.00%) Mathematics
3 6 (20.00%) Visualisation
4 5 (16.67%) Artificial Intelligence
4 5 (16.67%) Cybersecurity
4 5 (16.67%) Data Modelling
4 5 (16.67%) Deep Learning
4 5 (16.67%) MapReduce
4 5 (16.67%) Software Engineering
5 4 (13.33%) Data Engineering
5 4 (13.33%) Mentoring
5 4 (13.33%) Microservices
6 3 (10.00%) Customer Analytics
6 3 (10.00%) Functional Programming
6 3 (10.00%) Logical Data Model
Programming Languages
1 10 (33.33%) SQL
2 8 (26.67%) Java
3 6 (20.00%) JavaScript
4 3 (10.00%) Perl
4 3 (10.00%) Ruby
4 3 (10.00%) Scala
5 2 (6.67%) Clojure
5 2 (6.67%) Haskell
5 2 (6.67%) Python
6 1 (3.33%) C
6 1 (3.33%) C#
6 1 (3.33%) C++
6 1 (3.33%) Erlang
6 1 (3.33%) MATLAB
6 1 (3.33%) R
6 1 (3.33%) T-SQL
6 1 (3.33%) VBA
Qualifications
1 6 (20.00%) Degree
2 2 (6.67%) PhD
3 1 (3.33%) SC Cleared
3 1 (3.33%) Security Cleared
Quality Assurance & Compliance
1 1 (3.33%) Data Quality
System Software
1 4 (13.33%) Docker
Systems Management
1 1 (3.33%) QRadar
Vendors
1 7 (23.33%) Teradata
2 4 (13.33%) Oracle
3 3 (10.00%) Tableau
4 2 (6.67%) IBM
5 1 (3.33%) SAP
5 1 (3.33%) Splunk
Bristol, Avon
Novate IT Ltd
Salary: £45000 - £70000 per annum + bonus + pension + benefits
Posted: 4 hours ago
Bristol, Avon
X4 Group
Salary: £45k - 60k per year
Posted: 4 days ago
Bristol, Avon
Nicolson Bray Ltd
Salary: £70k - £85k dependent on experience
Posted: 6 days ago
Bristol, Avon
Bristol DT
Salary: £35000.00 - £45000.00 per annum
Posted: 20 days ago