Period
to 16 October 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 16 October 2018 with a comparison to the same period in the previous 2 years.

Google BigQuery
England > North of England
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 460 487 492
Rank change year-on-year +27 +5 +36
Permanent jobs citing BigQuery 11 4 13
As % of all permanent IT jobs advertised in the North of England 0.051% 0.017% 0.053%
As % of the Database & Business Intelligence category 0.18% 0.052% 0.17%
Number of salaries quoted 11 3 11
North of England median annual salary £45,000 £40,000 £77,500
Median salary % change year-on-year +12.50% -48.39% +181.82%
10th Percentile £41,250 £37,500 £42,500
90th Percentile £65,000 £52,500 £82,500
England median annual salary £65,000 £65,000 £70,000
% change year-on-year - -7.14% +33.33%

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 6,180 7,688 7,872
As % of all permanent IT jobs advertised in the North of England 28.78% 32.58% 31.84%
Number of salaries quoted 5,264 6,556 6,751
North of England median annual salary £43,500 £42,000 £40,000
Median salary % change year-on-year +3.57% +5.00% -
10th Percentile £27,500 £27,500 £26,250
90th Percentile £65,000 £60,000 £57,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +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 16 October 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 16 October 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
Yorkshire +32 9 £45,000 -10.00% 3
North West +10 2 £52,500 +31.25%
BigQuery
England

For the 6 months to 16 October 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 11 (100.00%) Google
1 11 (100.00%) Google Cloud Platform
2 10 (90.91%) SQL
3 8 (72.73%) Python
4 7 (63.64%) Google Analytics
4 7 (63.64%) Analytics
5 6 (54.55%) R
6 5 (45.45%) E-Commerce
6 5 (45.45%) Predictive Modelling
6 5 (45.45%) Google Tag Manager
6 5 (45.45%) Digital Analytics
7 4 (36.36%) Data Visualisation
7 4 (36.36%) Visualisation
7 4 (36.36%) Amazon AWS
8 3 (27.27%) Microsoft Azure
8 3 (27.27%) Java
8 3 (27.27%) Competitor Analysis
8 3 (27.27%) Data Analysis
8 3 (27.27%) Data Science
8 3 (27.27%) Line Management
9 2 (18.18%) Google Compute Engine
9 2 (18.18%) User Experience
9 2 (18.18%) Microservices
9 2 (18.18%) Apache Spark
9 2 (18.18%) Personalization
9 2 (18.18%) Greenfield Project
9 2 (18.18%) Agile Software Development
9 2 (18.18%) Mathematics
9 2 (18.18%) Statistics
9 2 (18.18%) JavaScript

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 (18.18%) Apache Spark
2 1 (9.09%) Elasticsearch
2 1 (9.09%) Jupyter
Cloud Services
1 11 (100.00%) Google Cloud Platform
2 7 (63.64%) Google Analytics
3 5 (45.45%) Google Tag Manager
4 4 (36.36%) Amazon AWS
5 3 (27.27%) Microsoft Azure
6 2 (18.18%) Google App Engine
6 2 (18.18%) Google Compute Engine
7 1 (9.09%) Amazon EC2
7 1 (9.09%) Amazon EMR
7 1 (9.09%) Cloud Computing
7 1 (9.09%) Serverless
Database & Business Intelligence
1 1 (9.09%) Amazon DynamoDB
1 1 (9.09%) Amazon Redshift
1 1 (9.09%) Big Data
1 1 (9.09%) Hadoop
1 1 (9.09%) MySQL
1 1 (9.09%) NoSQL
1 1 (9.09%) PostgreSQL
1 1 (9.09%) SQL Server
Development Applications
1 1 (9.09%) CA Release Automation
1 1 (9.09%) Visual Studio
General
1 1 (9.09%) Marketing
Job Titles
1 6 (54.55%) Analyst
2 3 (27.27%) Developer
2 3 (27.27%) Insight Analyst
2 3 (27.27%) Senior Analyst
2 3 (27.27%) Senior Insight Analyst
2 3 (27.27%) Senior Web Analyst
2 3 (27.27%) Web Analyst
3 2 (18.18%) Architect
3 2 (18.18%) Data Engineer
3 2 (18.18%) Digital Analyst
4 1 (9.09%) AWS Architect
4 1 (9.09%) AWS Engineer
4 1 (9.09%) Azure Architect
4 1 (9.09%) Azure Engineer
4 1 (9.09%) C# .NET Developer
4 1 (9.09%) Data Scientist
4 1 (9.09%) Java Analyst Developer
4 1 (9.09%) Senior Architect
4 1 (9.09%) Senior Data Architect
4 1 (9.09%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 1 (9.09%) .NET
1 1 (9.09%) .NET Framework
1 1 (9.09%) ASP.NET
1 1 (9.09%) ASP.NET MVC
1 1 (9.09%) D3.js
1 1 (9.09%) Entity Framework
1 1 (9.09%) jQuery
1 1 (9.09%) Lambda Expressions
1 1 (9.09%) Spring
1 1 (9.09%) TensorFlow
Miscellaneous
1 2 (18.18%) Greenfield Project
1 2 (18.18%) User Experience
2 1 (9.09%) Algorithms
Operating Systems
1 1 (9.09%) Linux
Processes & Methodologies
1 7 (63.64%) Analytics
2 5 (45.45%) Digital Analytics
2 5 (45.45%) E-Commerce
2 5 (45.45%) Predictive Modelling
3 4 (36.36%) Data Visualisation
3 4 (36.36%) Visualisation
4 3 (27.27%) Competitor Analysis
4 3 (27.27%) Data Analysis
4 3 (27.27%) Data Science
4 3 (27.27%) Line Management
5 2 (18.18%) Agile Software Development
5 2 (18.18%) Data Analytics
5 2 (18.18%) Machine Learning
5 2 (18.18%) MapReduce
5 2 (18.18%) Mathematics
5 2 (18.18%) Microservices
5 2 (18.18%) Personalization
5 2 (18.18%) Statistics
6 1 (9.09%) Marketing Strategy
6 1 (9.09%) TDD
Programming Languages
1 10 (90.91%) SQL
2 8 (72.73%) Python
3 6 (54.55%) R
4 3 (27.27%) Java
5 2 (18.18%) JavaScript
6 1 (9.09%) C#
6 1 (9.09%) PowerShell
Qualifications
1 1 (9.09%) Degree
1 1 (9.09%) PhD
Vendors
1 11 (100.00%) Google
2 1 (9.09%) Microsoft