Period
to 18 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh 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 18 December 2018 with a comparison to the same period in the previous 2 years.

Google BigQuery
Scotland > Edinburgh
6 months to
18 Dec 2018
Same period 2017 Same period 2016
Rank 149 - 133
Rank change year-on-year - +133 -
Permanent jobs citing BigQuery 1 0 1
As % of all permanent IT jobs advertised in Edinburgh 0.040% - 0.044%
As % of the Database & Business Intelligence category 0.15% - 0.16%
Number of salaries quoted 1 0 1
Edinburgh median annual salary £52,500 - £41,421
10th Percentile £51,250 - £38,132
90th Percentile £53,750 - £44,711
Scotland median annual salary £52,500 - £41,421

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 Edinburgh with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Edinburgh
Permanent vacancies with a requirement for database or business intelligence skills 664 886 617
As % of all permanent IT jobs advertised in Edinburgh 26.40% 33.59% 27.30%
Number of salaries quoted 466 566 461
Edinburgh median annual salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11% +9.09%
10th Percentile £27,750 £27,500 £28,750
90th Percentile £68,750 £60,000 £63,750
Scotland median annual salary £45,000 £42,500 £43,500
% change year-on-year +5.88% -2.30% +4.82%

BigQuery
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for BigQuery in Edinburgh

BigQuery
Salary Trend in Edinburgh

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

Salary trend for BigQuery in Edinburgh

For the 6 months to 18 December 2018, IT jobs citing BigQuery 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 Edinburgh region with a requirement for BigQuery.

1 1 (100.00%) Java
1 1 (100.00%) SQL
1 1 (100.00%) Linux
1 1 (100.00%) Apache
1 1 (100.00%) Python
1 1 (100.00%) Data Warehouse
1 1 (100.00%) Data Modelling
1 1 (100.00%) Data Mining
1 1 (100.00%) ETL
1 1 (100.00%) Business Intelligence
1 1 (100.00%) Data Analysis
1 1 (100.00%) Software Engineering
1 1 (100.00%) Google
1 1 (100.00%) Data Architecture
1 1 (100.00%) Scala
1 1 (100.00%) Hadoop
1 1 (100.00%) Amazon EC2
1 1 (100.00%) Amazon S3
1 1 (100.00%) Amazon AWS
1 1 (100.00%) Open Source
1 1 (100.00%) Apache Hive
1 1 (100.00%) NoSQL
1 1 (100.00%) R
1 1 (100.00%) MapReduce
1 1 (100.00%) HBase
1 1 (100.00%) Big Data
1 1 (100.00%) Big Data Analytics
1 1 (100.00%) Cloudera
1 1 (100.00%) Kafka
1 1 (100.00%) Data Analytics

BigQuery
Co-occurring IT Skills in Edinburgh 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 1 (100.00%) Apache
1 1 (100.00%) Apache Pig
1 1 (100.00%) Apache Spark
Cloud Services
1 1 (100.00%) Amazon AWS
1 1 (100.00%) Amazon EC2
1 1 (100.00%) Amazon EMR
1 1 (100.00%) Amazon S3
1 1 (100.00%) AWS Lambda
1 1 (100.00%) Google Cloud Platform
1 1 (100.00%) Serverless
Database & Business Intelligence
1 1 (100.00%) Amazon DynamoDB
1 1 (100.00%) Amazon RDS
1 1 (100.00%) Amazon Redshift
1 1 (100.00%) Apache Hive
1 1 (100.00%) Apache Kudu
1 1 (100.00%) Big Data
1 1 (100.00%) Data Lake
1 1 (100.00%) Data Mining
1 1 (100.00%) Data Warehouse
1 1 (100.00%) Hadoop
1 1 (100.00%) HBase
1 1 (100.00%) Impala
1 1 (100.00%) NoSQL
1 1 (100.00%) Presto
1 1 (100.00%) Sqoop
Job Titles
1 1 (100.00%) AWS Consultant
1 1 (100.00%) Big Data Consultant
1 1 (100.00%) Consultant
1 1 (100.00%) Data Consultant
1 1 (100.00%) Solutions Consultant
Libraries, Frameworks & Software Standards
1 1 (100.00%) Kafka
Miscellaneous
1 1 (100.00%) Self-Motivation
Operating Systems
1 1 (100.00%) Linux
Processes & Methodologies
1 1 (100.00%) Analytics
1 1 (100.00%) Big Data Analytics
1 1 (100.00%) Business Intelligence
1 1 (100.00%) Customer Requirements
1 1 (100.00%) Data Analysis
1 1 (100.00%) Data Analytics
1 1 (100.00%) Data Architecture
1 1 (100.00%) Data Engineering
1 1 (100.00%) Data Modelling
1 1 (100.00%) Data Science
1 1 (100.00%) ETL
1 1 (100.00%) MapReduce
1 1 (100.00%) Open Source
1 1 (100.00%) Problem-Solving
1 1 (100.00%) Software Engineering
Programming Languages
1 1 (100.00%) Java
1 1 (100.00%) Python
1 1 (100.00%) R
1 1 (100.00%) Scala
1 1 (100.00%) SQL
System Software
1 1 (100.00%) Docker
1 1 (100.00%) HDFS
Systems Management
1 1 (100.00%) Kubernetes
1 1 (100.00%) Oozie
Vendors
1 1 (100.00%) Cloudera
1 1 (100.00%) Google