Period
to 17 July 2018

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 6 months to 17 July 2018 with a comparison to the same period in the previous 2 years.

Data Analytics
South West > Bristol
6 months to
17 Jul 2018
Same period 2017 Same period 2016
Rank 143 175 149
Rank change year-on-year +32 -26 +55
Permanent jobs citing Data Analytics 63 28 38
As % of all permanent IT jobs advertised in Bristol 1.61% 0.73% 1.09%
As % of the Processes & Methodologies category 1.74% 0.80% 1.19%
Number of salaries quoted 48 25 26
Bristol median annual salary £50,000 £47,500 £43,125
Median salary % change year-on-year +5.26% +10.14% +1.47%
10th Percentile £28,500 £31,515 £31,938
90th Percentile £75,000 £64,750 £81,250
South West median annual salary £52,500 £50,000 £52,500
% change year-on-year +5.00% -4.76% +16.67%

Data Analytics 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 3,616 3,512 3,193
As % of all permanent IT jobs advertised in Bristol 92.48% 92.03% 91.20%
Number of salaries quoted 2,984 2,919 2,769
Bristol median annual salary £45,000 £42,500 £41,000
Median salary % change year-on-year +5.88% +3.66% +2.50%
10th Percentile £26,250 £26,500 £26,250
90th Percentile £67,500 £67,500 £66,250
South West median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

Data Analytics
Job Vacancy Trend in Bristol

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

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 6 months to 17 July 2018.

Salary histogram for Data Analytics in Bristol

For the 6 months to 17 July 2018, IT jobs citing Data Analytics also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Bristol region with a requirement for Data Analytics.

1 63 (100.00%) Analytics
2 30 (47.62%) Visualisation
2 30 (47.62%) Agile Software Development
3 29 (46.03%) Software Engineering
3 29 (46.03%) Business Intelligence
4 28 (44.44%) SQL
5 27 (42.86%) Tableau
6 25 (39.68%) Data Visualisation
7 23 (36.51%) Machine Learning
7 23 (36.51%) Big Data
7 23 (36.51%) DevOps
7 23 (36.51%) Artificial Intelligence
8 22 (34.92%) Degree
8 22 (34.92%) Open Source
8 22 (34.92%) Power BI
9 20 (31.75%) Problem-Solving
9 20 (31.75%) Spotfire
9 20 (31.75%) Scrum
9 20 (31.75%) C
10 19 (30.16%) Java
10 19 (30.16%) Python
10 19 (30.16%) Electronics
11 18 (28.57%) Linux
11 18 (28.57%) C++
11 18 (28.57%) JIRA
11 18 (28.57%) Computer Science
11 18 (28.57%) Scala
11 18 (28.57%) Coaching
12 17 (26.98%) Amazon AWS
12 17 (26.98%) C#

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 16 (25.40%) Apache Pig
1 16 (25.40%) Apache Spark
1 16 (25.40%) Elasticsearch
2 6 (9.52%) SAS
Applications
1 4 (6.35%) SPSS
2 3 (4.76%) Adobe Illustrator
2 3 (4.76%) Photoshop
3 1 (1.59%) Microsoft Excel
Cloud Services
1 17 (26.98%) Amazon AWS
2 16 (25.40%) Amazon EMR
2 16 (25.40%) Amazon Kinesis
2 16 (25.40%) GitHub
2 16 (25.40%) Microsoft Azure
3 2 (3.17%) Google Analytics
Communications & Networking
1 1 (1.59%) SMS
Database & Business Intelligence
1 23 (36.51%) Big Data
2 22 (34.92%) Power BI
3 20 (31.75%) Spotfire
4 16 (25.40%) Amazon Athena
4 16 (25.40%) Amazon Redshift
4 16 (25.40%) Apache Hive
4 16 (25.40%) BigQuery
4 16 (25.40%) Hadoop
4 16 (25.40%) Impala
4 16 (25.40%) Presto
5 9 (14.29%) QlikView
6 3 (4.76%) NoSQL
7 2 (3.17%) Data Mining
7 2 (3.17%) Mixpanel
7 2 (3.17%) Relational Database
8 1 (1.59%) Data Lake
8 1 (1.59%) SQL Server
Development Applications
1 18 (28.57%) JIRA
2 3 (4.76%) Balsamiq Mockups
General
1 19 (30.16%) Electronics
2 11 (17.46%) Finance
3 5 (7.94%) Manufacturing
3 5 (7.94%) Marketing
3 5 (7.94%) Telecoms
4 3 (4.76%) Legal
5 1 (1.59%) Games
5 1 (1.59%) Law
Job Titles
1 16 (25.40%) AWS Engineer
1 16 (25.40%) Data Engineer
1 16 (25.40%) Hadoop Engineer
1 16 (25.40%) Senior Data Engineer
1 16 (25.40%) Senior Hadoop Engineer
1 16 (25.40%) Software Engineer
2 15 (23.81%) C++ Software Engineer
3 14 (22.22%) Linux Engineer
4 13 (20.63%) C Software Engineer
4 13 (20.63%) C/C++ Software Engineer
5 11 (17.46%) Analyst
6 9 (14.29%) SQL Analyst
7 7 (11.11%) Business Intelligence Analyst
8 6 (9.52%) Consultant
8 6 (9.52%) Software Performance Engineer
9 4 (6.35%) Data Analytics Consultant
9 4 (6.35%) Data Consultant
9 4 (6.35%) Product Manager
9 4 (6.35%) Product Owner
9 4 (6.35%) Senior Consultant
Libraries, Frameworks & Software Standards
1 16 (25.40%) MLlib
1 16 (25.40%) Pandas
2 6 (9.52%) Middleware
3 3 (4.76%) CSS
3 3 (4.76%) CSS3
3 3 (4.76%) HTML
3 3 (4.76%) HTML5
4 2 (3.17%) Keras
4 2 (3.17%) NumPy
4 2 (3.17%) SciPy
4 2 (3.17%) TensorFlow
4 2 (3.17%) Theano
5 1 (1.59%) .NET
Miscellaneous
1 18 (28.57%) Computer Science
2 16 (25.40%) Clustering
3 14 (22.22%) Analytical Skills
4 13 (20.63%) User Experience
5 4 (6.35%) Fintech
6 2 (3.17%) Blog
7 1 (1.59%) Mobile App
Operating Systems
1 18 (28.57%) Linux
Processes & Methodologies
1 63 (100.00%) Analytics
2 30 (47.62%) Agile Software Development
2 30 (47.62%) Visualisation
3 29 (46.03%) Business Intelligence
3 29 (46.03%) Software Engineering
4 25 (39.68%) Data Visualisation
5 23 (36.51%) Artificial Intelligence
5 23 (36.51%) DevOps
5 23 (36.51%) Machine Learning
6 22 (34.92%) Open Source
7 20 (31.75%) Problem-Solving
7 20 (31.75%) Scrum
8 18 (28.57%) Coaching
9 16 (25.40%) Deployment Automation
9 16 (25.40%) ETL
9 16 (25.40%) MapReduce
10 10 (15.87%) Data Analysis
11 9 (14.29%) Wireframes
12 8 (12.70%) Continuous Delivery
12 8 (12.70%) Statistics
Programming Languages
1 28 (44.44%) SQL
2 20 (31.75%) C
3 19 (30.16%) Java
3 19 (30.16%) Python
4 18 (28.57%) C++
4 18 (28.57%) Scala
5 17 (26.98%) C#
6 6 (9.52%) R
Qualifications
1 22 (34.92%) Degree
2 8 (12.70%) PhD
3 6 (9.52%) Computer Science Degree
3 6 (9.52%) Numerate Degree
4 1 (1.59%) SC Cleared
4 1 (1.59%) Security Cleared
Quality Assurance & Compliance
1 4 (6.35%) Data Quality
System Software
1 16 (25.40%) Docker
Vendors
1 27 (42.86%) Tableau
2 16 (25.40%) Atlassian
3 5 (7.94%) SAP
4 2 (3.17%) Google