Period
to 21 September 2018

The following table provides summary statistics for permanent job vacancies advertised in the North West 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 21 September 2018 with a comparison to the same period in the previous 2 years.

Google BigQuery
England > North West
6 months to
21 Sep 2018
Same period 2017 Same period 2016
Rank 356 374 -
Rank change year-on-year +18 - +365
Permanent jobs citing BigQuery 3 5 0
As % of all permanent IT jobs advertised in the North West 0.025% 0.038% -
As % of the Database & Business Intelligence category 0.082% 0.11% -
Number of salaries quoted 3 3 0
North West median annual salary £45,000 £40,000 -
Median salary % change year-on-year +12.50% - -
England median annual salary £60,000 £65,000 £60,000
% change year-on-year -7.69% +8.33% +9.09%

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 West with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
North West
Permanent vacancies with a requirement for database or business intelligence skills 3,662 4,497 3,911
As % of all permanent IT jobs advertised in the North West 30.71% 34.15% 32.81%
Number of salaries quoted 3,162 3,807 3,371
North West median annual salary £43,750 £40,000 £40,000
Median salary % change year-on-year +9.38% - -
10th Percentile £27,500 £27,500 £26,250
90th Percentile £65,000 £62,350 £57,500
England median annual salary £50,000 £48,500 £47,500
% change year-on-year +3.09% +2.11% +5.56%

BigQuery
Job Vacancy Trend in the North West

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

Job vacancy trend for BigQuery in the North West

BigQuery
Salary Trend in the North West

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

Salary trend for BigQuery in the North West

BigQuery
Salary Histogram in the North West

The salary distribution of IT jobs citing BigQuery in the North West over the 6 months to 21 September 2018.

Salary histogram for BigQuery in the North West

BigQuery
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing BigQuery within the North West region over the 6 months to 21 September 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
Manchester +21 3 £45,000 +12.50% 2
BigQuery
England

For the 6 months to 21 September 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 West region with a requirement for BigQuery.

1 3 (100.00%) SQL
1 3 (100.00%) Google Analytics
1 3 (100.00%) Google
1 3 (100.00%) Analytics
1 3 (100.00%) Google Cloud Platform
2 2 (66.67%) Statistics
2 2 (66.67%) Mathematics
2 2 (66.67%) Apache Spark
2 2 (66.67%) Machine Learning
2 2 (66.67%) Python
2 2 (66.67%) ETL
3 1 (33.33%) GCP
3 1 (33.33%) Business Intelligence
3 1 (33.33%) Sage
3 1 (33.33%) Stakeholder Management
3 1 (33.33%) TDD
3 1 (33.33%) SQL Server Reporting Services
3 1 (33.33%) Data Analysis
3 1 (33.33%) Data Mart
3 1 (33.33%) PhD
3 1 (33.33%) E-Commerce
3 1 (33.33%) ERP
3 1 (33.33%) MySQL
3 1 (33.33%) SQL Server
3 1 (33.33%) Linux
3 1 (33.33%) D3.js
3 1 (33.33%) Event-Driven Architecture
3 1 (33.33%) SQL Server Integration Services
3 1 (33.33%) Java
3 1 (33.33%) JavaScript

BigQuery
Co-occurring IT Skills in the North West 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 (66.67%) Apache Spark
2 1 (33.33%) Jupyter
Business Applications
1 1 (33.33%) Sage 200
Cloud Services
1 3 (100.00%) Google Analytics
1 3 (100.00%) Google Cloud Platform
2 1 (33.33%) Amazon AWS
2 1 (33.33%) Cloud Computing
2 1 (33.33%) Microsoft Azure
Database & Business Intelligence
1 1 (33.33%) Amazon Redshift
1 1 (33.33%) Data Mart
1 1 (33.33%) Hadoop
1 1 (33.33%) MySQL
1 1 (33.33%) Qlik Sense
1 1 (33.33%) SQL Server
1 1 (33.33%) SQL Server Analysis Services
1 1 (33.33%) SQL Server Integration Services
1 1 (33.33%) SQL Server Reporting Services
Development Applications
1 1 (33.33%) CA Release Automation
Job Titles
1 1 (33.33%) Business Intelligence Developer
1 1 (33.33%) Data Engineer
1 1 (33.33%) Data Scientist
1 1 (33.33%) Developer
1 1 (33.33%) SQL BI Developer
1 1 (33.33%) SQL Developer
Libraries, Frameworks & Software Standards
1 1 (33.33%) D3.js
1 1 (33.33%) TensorFlow
Miscellaneous
1 1 (33.33%) Algorithms
1 1 (33.33%) Greenfield Project
Operating Systems
1 1 (33.33%) Linux
Processes & Methodologies
1 3 (100.00%) Analytics
2 2 (66.67%) ETL
2 2 (66.67%) Machine Learning
2 2 (66.67%) Mathematics
2 2 (66.67%) Statistics
3 1 (33.33%) Business Intelligence
3 1 (33.33%) Continuous Integration
3 1 (33.33%) Data Analysis
3 1 (33.33%) Data Governance
3 1 (33.33%) Data Privacy
3 1 (33.33%) Data Visualisation
3 1 (33.33%) E-Commerce
3 1 (33.33%) ERP
3 1 (33.33%) Event-Driven Architecture
3 1 (33.33%) MapReduce
3 1 (33.33%) Mentoring
3 1 (33.33%) Open Source
3 1 (33.33%) Stakeholder Management
3 1 (33.33%) TDD
3 1 (33.33%) Visualisation
Programming Languages
1 3 (100.00%) SQL
2 2 (66.67%) Python
3 1 (33.33%) Java
3 1 (33.33%) JavaScript
3 1 (33.33%) R
Qualifications
1 1 (33.33%) PhD
Quality Assurance & Compliance
1 1 (33.33%) GCP
Vendors
1 3 (100.00%) Google
2 1 (33.33%) Sage