Period
to 6 December 2019

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 6 December 2019 with a comparison to the same period in the previous 2 years.

Google BigQuery
England > North West
6 months to
6 Dec 2019
Same period 2018 Same period 2017
Rank 280 367 377
Rank change year-on-year +87 +10 -13
Permanent jobs citing BigQuery 40 4 5
As % of all permanent IT jobs advertised in the North West 0.41% 0.034% 0.038%
As % of the Database & Business Intelligence category 1.49% 0.11% 0.12%
Number of salaries quoted 36 4 5
North West median annual salary £60,000 £52,500 £40,000
Median salary % change year-on-year +14.29% +31.25% -42.86%
10th Percentile £44,375 £36,625 £35,250
90th Percentile £67,500 £72,000 £62,500
England median annual salary £65,000 £70,000 £63,750
% change year-on-year -7.14% +9.80% -5.56%

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 2,681 3,494 4,259
As % of all permanent IT jobs advertised in the North West 27.60% 29.85% 32.23%
Number of salaries quoted 2,161 3,032 3,617
North West median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £29,000 £28,750 £27,500
90th Percentile £67,500 £70,000 £61,950
England median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% +5.26%

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 6 December 2019.

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 6 December 2019. 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 +67 38 £60,000 +14.29% 7
Cheshire - 1 - -
BigQuery
England

For the 6 months to 6 December 2019, 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 39 (97.50%) GCP
2 37 (92.50%) AWS
3 32 (80.00%) SQL
4 31 (77.50%) Data Warehouse
5 30 (75.00%) Amazon Redshift
6 25 (62.50%) Azure
7 24 (60.00%) ETL
8 20 (50.00%) Snowflake Schema
8 20 (50.00%) SDLC
9 17 (42.50%) Teradata
9 17 (42.50%) Marketing
10 16 (40.00%) Data Integration
10 16 (40.00%) Cloud Computing
10 16 (40.00%) Bash Shell
10 16 (40.00%) Azure SQL Database
10 16 (40.00%) Linux
10 16 (40.00%) Presales
10 16 (40.00%) Azure SQL Data Warehouse
10 16 (40.00%) Data Transformation
11 14 (35.00%) SQL Server
12 13 (32.50%) Business Intelligence
13 12 (30.00%) Python
13 12 (30.00%) Hadoop
13 12 (30.00%) Google
13 12 (30.00%) Apache Spark
14 11 (27.50%) Analytical Skills
14 11 (27.50%) Machine Learning
15 9 (22.50%) Enterprise Data Warehouse
15 9 (22.50%) Fintech
16 8 (20.00%) Data Ingestion

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 12 (30.00%) Apache Spark
2 3 (7.50%) Apache
2 3 (7.50%) Elasticsearch
Cloud Services
1 39 (97.50%) GCP
2 37 (92.50%) AWS
3 25 (62.50%) Azure
4 16 (40.00%) Cloud Computing
5 6 (15.00%) Amazon Kinesis
6 3 (7.50%) Amazon S3
7 2 (5.00%) Amazon SQS
8 1 (2.50%) IaaS
Database & Business Intelligence
1 31 (77.50%) Data Warehouse
2 30 (75.00%) Amazon Redshift
3 20 (50.00%) Snowflake Schema
4 16 (40.00%) Azure SQL Data Warehouse
4 16 (40.00%) Azure SQL Database
5 14 (35.00%) SQL Server
6 12 (30.00%) Hadoop
7 9 (22.50%) Enterprise Data Warehouse
8 7 (17.50%) Big Data
9 6 (15.00%) Data Lake
10 5 (12.50%) PostgreSQL
11 4 (10.00%) RDBMS
11 4 (10.00%) Relational Database
12 2 (5.00%) Amazon DynamoDB
12 2 (5.00%) Data Mining
12 2 (5.00%) Looker
12 2 (5.00%) Mixpanel
12 2 (5.00%) MongoDB
12 2 (5.00%) SQL Server Integration Services
13 1 (2.50%) NoSQL
Development Applications
1 1 (2.50%) TeamCity
General
1 17 (42.50%) Marketing
2 1 (2.50%) Retail
Job Titles
1 15 (37.50%) Data Engineer
2 9 (22.50%) Architect
2 9 (22.50%) Solutions Architect
3 7 (17.50%) Consultant
3 7 (17.50%) ETL Consultant
3 7 (17.50%) Technical Consultant
4 4 (10.00%) Cloud Engineer
4 4 (10.00%) Open Source Engineer
4 4 (10.00%) Senior Data Engineer
4 4 (10.00%) Software Engineer
5 2 (5.00%) Analyst
5 2 (5.00%) Data Scientist
5 2 (5.00%) Senior Analyst
6 1 (2.50%) Data Analyst
6 1 (2.50%) Developer
6 1 (2.50%) Insight Analyst
6 1 (2.50%) Python Engineer
6 1 (2.50%) Senior Data Analyst
6 1 (2.50%) Senior Insight Analyst
Libraries, Frameworks & Software Standards
1 7 (17.50%) Kafka
2 5 (12.50%) Node.js
3 4 (10.00%) Apache Beam
3 4 (10.00%) Web Services
4 1 (2.50%) CSS
4 1 (2.50%) CSS3
4 1 (2.50%) HTML
4 1 (2.50%) HTML5
4 1 (2.50%) jQuery
4 1 (2.50%) Pandas
4 1 (2.50%) SciPy
Miscellaneous
1 11 (27.50%) Analytical Skills
2 6 (15.00%) User Experience
3 1 (2.50%) Data Structures
3 1 (2.50%) Greenfield Project
3 1 (2.50%) Replication
Operating Systems
1 16 (40.00%) Linux
Processes & Methodologies
1 24 (60.00%) ETL
2 20 (50.00%) SDLC
3 16 (40.00%) Data Integration
3 16 (40.00%) Data Transformation
3 16 (40.00%) Presales
4 13 (32.50%) Business Intelligence
5 11 (27.50%) Machine Learning
6 9 (22.50%) Fintech
7 8 (20.00%) Data Ingestion
8 7 (17.50%) Data Science
9 6 (15.00%) Agile Software Development
9 6 (15.00%) Analytics
10 5 (12.50%) Data Architecture
11 4 (10.00%) Kanban
11 4 (10.00%) OOD
11 4 (10.00%) OOP
11 4 (10.00%) Open Source
11 4 (10.00%) Scrum
11 4 (10.00%) Software Engineering
11 4 (10.00%) Test Automation
Programming Languages
1 32 (80.00%) SQL
2 16 (40.00%) Bash Shell
3 12 (30.00%) Python
4 6 (15.00%) Java
4 6 (15.00%) JavaScript
5 2 (5.00%) R
5 2 (5.00%) Scala
6 1 (2.50%) Go
6 1 (2.50%) T-SQL
Qualifications
1 5 (12.50%) Degree
Quality Assurance & Compliance
1 1 (2.50%) Data Quality
System Software
1 1 (2.50%) Docker
Systems Management
1 1 (2.50%) Grafana
1 1 (2.50%) Kubernetes
1 1 (2.50%) Prometheus
Vendors
1 17 (42.50%) Teradata
2 12 (30.00%) Google
3 8 (20.00%) Vertica
4 4 (10.00%) Microsoft
5 2 (5.00%) Tableau