Period
to 14 December 2018

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

Google BigQuery
England > North of England
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 450 478 484
Rank change year-on-year +28 +6 -
Permanent jobs citing BigQuery 8 12 12
As % of all permanent IT jobs advertised in the North of England 0.039% 0.049% 0.048%
As % of the Database & Business Intelligence category 0.14% 0.16% 0.15%
Number of salaries quoted 8 10 10
North of England median annual salary £50,000 £38,750 £70,000
Median salary % change year-on-year +29.03% -44.64% -
10th Percentile £37,125 £30,000 £42,500
90th Percentile £76,875 £62,500 £82,500
England median annual salary £72,500 £62,500 £63,750
% change year-on-year +16.00% -1.96% +27.50%

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 the North of England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
North of England
Permanent vacancies with a requirement for database or business intelligence skills 5,782 7,509 8,034
As % of all permanent IT jobs advertised in the North of England 28.16% 30.67% 32.19%
Number of salaries quoted 4,936 6,438 6,956
North of England median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £28,500 £27,500 £26,250
90th Percentile £65,000 £60,000 £57,500
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

BigQuery
Job Vacancy Trend in the North of England

Job postings citing BigQuery as a percentage of all IT jobs advertised in the North of England.

Job vacancy trend for BigQuery in the North of England

BigQuery
Salary Trend in the North of England

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

Salary trend for BigQuery in the North of England

BigQuery
Salary Histogram in the North of England

The salary distribution of IT jobs citing BigQuery in the North of England over the 6 months to 14 December 2018.

Salary histogram for BigQuery in the North of England

BigQuery
Job Locations in the North of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing BigQuery within the North of England region over the 6 months to 14 December 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
North West +19 4 £52,500 +31.25% 3
Yorkshire +13 4 £50,000 +53.85% 3
BigQuery
England

For the 6 months to 14 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 North of England region with a requirement for BigQuery.

1 8 (100.00%) Google Cloud Platform
2 7 (87.50%) Google
3 6 (75.00%) SQL
4 4 (50.00%) Microsoft Azure
4 4 (50.00%) Amazon AWS
5 3 (37.50%) Google Analytics
5 3 (37.50%) Analytics
5 3 (37.50%) Python
6 2 (25.00%) Statistics
6 2 (25.00%) Marketing
6 2 (25.00%) Agile Software Development
6 2 (25.00%) MVC
6 2 (25.00%) .NET
6 2 (25.00%) C#
6 2 (25.00%) Java
6 2 (25.00%) JavaScript
6 2 (25.00%) SQL Server
6 2 (25.00%) ASP.NET
6 2 (25.00%) ASP.NET MVC
6 2 (25.00%) R
6 2 (25.00%) Data Visualisation
6 2 (25.00%) MapReduce
6 2 (25.00%) Mathematics
6 2 (25.00%) Visualisation
6 2 (25.00%) Machine Learning
6 2 (25.00%) Big Data
6 2 (25.00%) Greenfield Project
6 2 (25.00%) Microservices
6 2 (25.00%) Apache Spark
7 1 (12.50%) Algorithms

BigQuery
Co-occurring IT Skills in the North of England 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 2 (25.00%) Apache Spark
2 1 (12.50%) Elasticsearch
2 1 (12.50%) Jupyter
Cloud Services
1 8 (100.00%) Google Cloud Platform
2 4 (50.00%) Amazon AWS
2 4 (50.00%) Microsoft Azure
3 3 (37.50%) Google Analytics
4 1 (12.50%) Amazon EC2
4 1 (12.50%) Amazon EMR
4 1 (12.50%) Cloud Computing
4 1 (12.50%) Google App Engine
4 1 (12.50%) Google Compute Engine
4 1 (12.50%) Google Tag Manager
4 1 (12.50%) SaaS
4 1 (12.50%) Serverless
Database & Business Intelligence
1 2 (25.00%) Big Data
1 2 (25.00%) SQL Server
2 1 (12.50%) Amazon DynamoDB
2 1 (12.50%) Amazon Redshift
2 1 (12.50%) Hadoop
2 1 (12.50%) MySQL
2 1 (12.50%) NoSQL
2 1 (12.50%) PostgreSQL
Development Applications
1 1 (12.50%) CA Release Automation
1 1 (12.50%) Git (software)
1 1 (12.50%) Moq
1 1 (12.50%) NUnit
1 1 (12.50%) Visual Studio
General
1 2 (25.00%) Marketing
Job Titles
1 3 (37.50%) Analyst
1 3 (37.50%) Developer
2 2 (25.00%) C# Developer
2 2 (25.00%) Data Engineer
3 1 (12.50%) Analyst Developer
3 1 (12.50%) AWS Architect
3 1 (12.50%) AWS Engineer
3 1 (12.50%) Azure Architect
3 1 (12.50%) Azure Engineer
3 1 (12.50%) C# .NET Developer
3 1 (12.50%) Data Scientist
3 1 (12.50%) Insight Analyst
3 1 (12.50%) Java Analyst Developer
3 1 (12.50%) Operations Analyst
3 1 (12.50%) Senior Architect
3 1 (12.50%) Senior Data Architect
3 1 (12.50%) Senior Data Engineer
3 1 (12.50%) Senior Insight Analyst
3 1 (12.50%) Senior Web Analyst
3 1 (12.50%) Web Analyst
Libraries, Frameworks & Software Standards
1 2 (25.00%) .NET
1 2 (25.00%) ASP.NET
1 2 (25.00%) ASP.NET MVC
2 1 (12.50%) .NET Framework
2 1 (12.50%) ASP.NET MVC 5
2 1 (12.50%) D3.js
2 1 (12.50%) Entity Framework
2 1 (12.50%) jQuery
2 1 (12.50%) Lambda Expressions
2 1 (12.50%) Spring
2 1 (12.50%) TensorFlow
Miscellaneous
1 2 (25.00%) Greenfield Project
2 1 (12.50%) Algorithms
2 1 (12.50%) Analytical Skills
2 1 (12.50%) Blog
Operating Systems
1 1 (12.50%) Linux
Processes & Methodologies
1 3 (37.50%) Analytics
2 2 (25.00%) Agile Software Development
2 2 (25.00%) Data Visualisation
2 2 (25.00%) Machine Learning
2 2 (25.00%) MapReduce
2 2 (25.00%) Mathematics
2 2 (25.00%) Microservices
2 2 (25.00%) MVC
2 2 (25.00%) Statistics
2 2 (25.00%) Visualisation
3 1 (12.50%) Continuous Integration
3 1 (12.50%) Data Integration
3 1 (12.50%) Digital Marketing
3 1 (12.50%) Event-Driven Architecture
3 1 (12.50%) Load Balancing
3 1 (12.50%) Marketing Strategy
3 1 (12.50%) Open Source
3 1 (12.50%) Performance Management
3 1 (12.50%) Predictive Modelling
3 1 (12.50%) TDD
Programming Languages
1 6 (75.00%) SQL
2 3 (37.50%) Python
3 2 (25.00%) C#
3 2 (25.00%) Java
3 2 (25.00%) JavaScript
3 2 (25.00%) R
Qualifications
1 1 (12.50%) Degree
1 1 (12.50%) PhD
Vendors
1 7 (87.50%) Google
2 1 (12.50%) HubSpot
2 1 (12.50%) Marketo
2 1 (12.50%) Microsoft
2 1 (12.50%) Salesforce.com