Period
to 21 November 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 November 2018 with a comparison to the same period in the previous 2 years.

Google BigQuery
England > North West
6 months to
21 Nov 2018
Same period 2017 Same period 2016
Rank 358 368 362
Rank change year-on-year +10 -6 +8
Permanent jobs citing BigQuery 3 3 6
As % of all permanent IT jobs advertised in the North West 0.025% 0.022% 0.048%
As % of the Database & Business Intelligence category 0.085% 0.069% 0.14%
Number of salaries quoted 3 3 4
North West median annual salary £45,000 £40,000 £70,000
Median salary % change year-on-year +12.50% -42.86% +154.55%
10th Percentile £36,500 £34,500 £52,750
90th Percentile £62,500 £58,500 £75,000
England median annual salary £68,250 £62,750 £67,500
% change year-on-year +8.76% -7.04% +35.00%

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 3,515 4,320 4,281
As % of all permanent IT jobs advertised in the North West 29.86% 32.39% 34.42%
Number of salaries quoted 3,054 3,667 3,709
North West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £28,750 £27,500 £26,250
90th Percentile £68,750 £61,250 £58,750
England median annual salary £51,500 £50,000 £47,500
% change year-on-year +3.00% +5.26% +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 November 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 November 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 +16 3 £45,000 +12.50% 1
BigQuery
England

For the 6 months to 21 November 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%) Google Cloud Platform
2 2 (66.67%) Analytics
2 2 (66.67%) Apache Spark
2 2 (66.67%) Python
2 2 (66.67%) SQL
2 2 (66.67%) Google
2 2 (66.67%) Statistics
2 2 (66.67%) Mathematics
2 2 (66.67%) Google Analytics
2 2 (66.67%) Amazon AWS
2 2 (66.67%) Machine Learning
3 1 (33.33%) D3.js
3 1 (33.33%) Big Data
3 1 (33.33%) Event-Driven Architecture
3 1 (33.33%) Open Source
3 1 (33.33%) SaaS
3 1 (33.33%) R
3 1 (33.33%) Data Visualisation
3 1 (33.33%) MapReduce
3 1 (33.33%) Continuous Integration
3 1 (33.33%) Data Integration
3 1 (33.33%) Cloud Computing
3 1 (33.33%) Hadoop
3 1 (33.33%) Visualisation
3 1 (33.33%) Microsoft Azure
3 1 (33.33%) Marketing
3 1 (33.33%) Degree
3 1 (33.33%) MySQL
3 1 (33.33%) Linux
3 1 (33.33%) Java

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
Cloud Services
1 3 (100.00%) Google Cloud Platform
2 2 (66.67%) Amazon AWS
2 2 (66.67%) Google Analytics
3 1 (33.33%) Cloud Computing
3 1 (33.33%) Microsoft Azure
3 1 (33.33%) SaaS
Database & Business Intelligence
1 1 (33.33%) Amazon Redshift
1 1 (33.33%) Big Data
1 1 (33.33%) Hadoop
1 1 (33.33%) MySQL
Development Applications
1 1 (33.33%) CA Release Automation
General
1 1 (33.33%) Marketing
Job Titles
1 1 (33.33%) Analyst
1 1 (33.33%) Data Engineer
1 1 (33.33%) Data Scientist
1 1 (33.33%) Operations Analyst
1 1 (33.33%) Sales Analyst
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%) Analytical Skills
1 1 (33.33%) Greenfield Project
Operating Systems
1 1 (33.33%) Linux
Processes & Methodologies
1 2 (66.67%) Analytics
1 2 (66.67%) Machine Learning
1 2 (66.67%) Mathematics
1 2 (66.67%) Statistics
2 1 (33.33%) Continuous Integration
2 1 (33.33%) Data Integration
2 1 (33.33%) Data Privacy
2 1 (33.33%) Data Science
2 1 (33.33%) Data Visualisation
2 1 (33.33%) ETL
2 1 (33.33%) Event-Driven Architecture
2 1 (33.33%) Exploratory Data Analysis
2 1 (33.33%) MapReduce
2 1 (33.33%) Mathematical Modelling
2 1 (33.33%) Mentoring
2 1 (33.33%) Microservices
2 1 (33.33%) Open Source
2 1 (33.33%) Problem-Solving
2 1 (33.33%) Prototyping
2 1 (33.33%) Visualisation
Programming Languages
1 2 (66.67%) Python
1 2 (66.67%) SQL
2 1 (33.33%) Java
2 1 (33.33%) JavaScript
2 1 (33.33%) R
Qualifications
1 1 (33.33%) Degree
1 1 (33.33%) PhD
Vendors
1 2 (66.67%) Google
2 1 (33.33%) HubSpot
2 1 (33.33%) Marketo
2 1 (33.33%) Salesforce.com