Period
to 14 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Bristol with a requirement for BigQuery skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited BigQuery over the 6 months to 14 December 2017 with a comparison to the same period in the previous 2 years.

Google BigQuery
South West > Bristol
6 months to
14 Dec 2017
Same period 2016 Same period 2015
Rank 177 - 191
Rank change year-on-year - +191 -
Permanent jobs citing BigQuery 25 0 2
As % of all permanent IT jobs advertised in Bristol 0.66% - 0.053%
As % of the Database & Business Intelligence category 2.16% - 0.15%
Number of salaries quoted 25 0 2
Bristol median annual salary £50,000 - £43,750
10th Percentile £41,858 - £37,375
90th Percentile £70,000 - £51,125
South West median annual salary £50,000 - £43,750

BigQuery is in the Databases and Business Intelligence 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 database or business intelligence skills.

All Database and Business Intelligence Skills
Bristol
Permanent vacancies with a requirement for database or business intelligence skills 1159 972 1346
As % of all permanent IT jobs advertised in Bristol 30.60% 29.73% 35.70%
Number of salaries quoted 993 868 1225
Bristol median annual salary £42,500 £44,000 £40,000
Median salary % change year-on-year -3.41% +10.00% +1.27%
10th Percentile £27,800 £29,675 £27,500
90th Percentile £65,000 £72,500 £65,000
South West median annual salary £40,000 £41,500 £39,060
% change year-on-year -3.61% +6.25% +4.16%

BigQuery
Job Vacancy Trend in Bristol

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

Job vacancy trend for BigQuery in Bristol

BigQuery
Salary Trend in Bristol

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

Salary trend for BigQuery in Bristol

BigQuery
Salary Histogram in Bristol

The salary distribution of IT jobs citing BigQuery in Bristol over the 6 months to 14 December 2017.

Salary histogram for BigQuery in Bristol

For the 6 months to 14 December 2017, IT jobs citing BigQuery 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 BigQuery.

1 25 (100.00%) SQL
1 25 (100.00%) Python
1 25 (100.00%) Agile Software Development
1 25 (100.00%) Apache Spark
2 22 (88.00%) Amazon Kinesis
2 22 (88.00%) Amazon EMR
2 22 (88.00%) Elasticsearch
2 22 (88.00%) Amazon Redshift
2 22 (88.00%) ETL
2 22 (88.00%) Java
2 22 (88.00%) Scala
2 22 (88.00%) Amazon AWS
3 20 (80.00%) Scrum
4 18 (72.00%) Open Source
4 18 (72.00%) Coaching
4 18 (72.00%) Continuous Delivery
5 16 (64.00%) Pandas
5 16 (64.00%) MLlib
5 16 (64.00%) Analytics
5 16 (64.00%) MapReduce
5 16 (64.00%) Clustering
6 15 (60.00%) Hadoop
7 14 (56.00%) C#
7 14 (56.00%) BDD
7 14 (56.00%) Microsoft Azure
7 14 (56.00%) Docker
7 14 (56.00%) DevOps
8 12 (48.00%) User Experience
8 12 (48.00%) GitHub
8 12 (48.00%) Atlassian

BigQuery
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 25 (100.00%) Apache Spark
2 22 (88.00%) Elasticsearch
3 8 (32.00%) Apache Pig
4 3 (12.00%) SAS
Applications
1 3 (12.00%) SPSS
Cloud Services
1 22 (88.00%) Amazon AWS
1 22 (88.00%) Amazon EMR
1 22 (88.00%) Amazon Kinesis
2 14 (56.00%) Microsoft Azure
3 12 (48.00%) GitHub
4 3 (12.00%) Cloud Computing
4 3 (12.00%) Google Cloud Platform
Database & Business Intelligence
1 22 (88.00%) Amazon Redshift
2 15 (60.00%) Hadoop
3 11 (44.00%) Apache Hive
3 11 (44.00%) Big Data
3 11 (44.00%) Impala
4 9 (36.00%) NoSQL
5 8 (32.00%) Power BI
5 8 (32.00%) Presto
5 8 (32.00%) Spotfire
6 3 (12.00%) Geospatial Data
6 3 (12.00%) GIS
Development Applications
1 12 (48.00%) JIRA
General
1 12 (48.00%) Electronics
2 3 (12.00%) Law
2 3 (12.00%) Marketing
Job Titles
1 12 (48.00%) AWS Engineer
2 8 (32.00%) Data Engineer
2 8 (32.00%) Technical Leader
3 6 (24.00%) AWS Software Engineer
3 6 (24.00%) Cloud Engineer
3 6 (24.00%) Cloud Software Engineer
3 6 (24.00%) Hadoop Engineer
3 6 (24.00%) Java Engineer
3 6 (24.00%) Java Software Engineer
3 6 (24.00%) Python Software Engineer
3 6 (24.00%) Senior Cloud Engineer
3 6 (24.00%) Senior Data Engineer
3 6 (24.00%) Senior Hadoop Engineer
3 6 (24.00%) Senior Java Engineer
3 6 (24.00%) Senior Java Software Engineer
3 6 (24.00%) Senior Software Engineer
3 6 (24.00%) Software Engineer
4 3 (12.00%) Data Scientist
Libraries, Frameworks & Software Standards
1 16 (64.00%) MLlib
1 16 (64.00%) Pandas
2 6 (24.00%) Velocity
3 3 (12.00%) D3.js
3 3 (12.00%) Natural Language Processing
3 3 (12.00%) TensorFlow
3 3 (12.00%) Theano
Miscellaneous
1 16 (64.00%) Clustering
2 12 (48.00%) User Experience
3 10 (40.00%) Internet of Things
4 3 (12.00%) Algorithms
4 3 (12.00%) Analytical Skills
4 3 (12.00%) Blog
4 3 (12.00%) Data Protection Act
4 3 (12.00%) Management Information System
Processes & Methodologies
1 25 (100.00%) Agile Software Development
2 22 (88.00%) ETL
3 20 (80.00%) Scrum
4 18 (72.00%) Coaching
4 18 (72.00%) Continuous Delivery
4 18 (72.00%) Open Source
5 16 (64.00%) Analytics
5 16 (64.00%) MapReduce
6 14 (56.00%) BDD
6 14 (56.00%) DevOps
7 12 (48.00%) Software Engineering
8 11 (44.00%) Data Visualisation
8 11 (44.00%) Visualisation
9 9 (36.00%) Unit Testing
10 8 (32.00%) Business Intelligence
10 8 (32.00%) Kanban
10 8 (32.00%) Test Automation
11 6 (24.00%) Data Engineering
11 6 (24.00%) Microservices
11 6 (24.00%) SOLID
Programming Languages
1 25 (100.00%) Python
1 25 (100.00%) SQL
2 22 (88.00%) Java
2 22 (88.00%) Scala
3 14 (56.00%) C#
4 3 (12.00%) JavaScript
4 3 (12.00%) MATLAB
4 3 (12.00%) R
Qualifications
1 3 (12.00%) Degree
1 3 (12.00%) Postgraduate
System Software
1 14 (56.00%) Docker
Vendors
1 12 (48.00%) Atlassian
2 8 (32.00%) Tableau