Period
to 18 May 2021

The following table provides summary statistics for permanent job vacancies advertised in the City of London 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 18 May 2021 with a comparison to the same period in the previous 2 years.

Google BigQuery
Central London > City of London
6 months to
18 May 2021
Same period 2020 Same period 2019
Rank 197 251 323
Rank change year-on-year +54 +72 +15
Permanent jobs citing BigQuery 40 19 18
As % of all permanent jobs advertised in the City of London 0.80% 0.26% 0.18%
As % of the Database & Business Intelligence category 2.74% 1.10% 0.58%
Number of salaries quoted 38 14 16
10th Percentile £47,975 " £53,750
25th Percentile £73,125 £68,750 £55,000
Median annual salary (50th Percentile) £80,000 £76,250 £76,250
Median % change year-on-year +4.92% - +117.86%
75th Percentile £85,000 £92,500 £87,813
90th Percentile £86,625 £100,875 £115,000
Central London median annual salary £80,000 £77,500 £76,250
% change year-on-year +3.23% +1.64% +52.50%

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 City of London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
City of London
Permanent vacancies with a requirement for database or business intelligence skills 1,458 1,720 3,121
As % of all permanent IT jobs advertised in the City of London 29.28% 23.80% 30.83%
Number of salaries quoted 1,288 1,512 2,825
10th Percentile £46,250 £41,750 £41,250
25th Percentile £55,000 £51,250 £51,250
Median annual salary (50th Percentile) £72,500 £67,500 £67,500
Median % change year-on-year +7.41% - +8.00%
75th Percentile £88,750 £83,750 £83,750
90th Percentile £107,500 £100,000 £97,500
Central London median annual salary £70,000 £69,900 £65,000
% change year-on-year +0.14% +7.54% +4.00%

BigQuery
Job Vacancy Trend in the City of London

Job postings citing BigQuery as a proportion of all IT jobs advertised in the City of London.

Job vacancy trend for BigQuery in the City of London

BigQuery
Salary Trend in the City of London

3-month moving average salary quoted in jobs citing BigQuery in the City of London.

Salary trend for BigQuery in the City of London

BigQuery
Salary Histogram in the City of London

Salary distribution for jobs citing BigQuery in the City of London over the 6 months to 18 May 2021.

Salary histogram for BigQuery in the City of London

For the 6 months to 18 May 2021, 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 City of London region with a requirement for BigQuery.

1 40 (100.00%) GCP
2 30 (75.00%) Analytics
2 30 (75.00%) Java
3 27 (67.50%) Hadoop
4 26 (65.00%) Software Engineering
4 26 (65.00%) Big Data
4 26 (65.00%) Apache Spark
4 26 (65.00%) Amazon Redshift
5 24 (60.00%) Data Engineering
6 23 (57.50%) Open Source
7 13 (32.50%) SQL
8 10 (25.00%) Python
9 8 (20.00%) Data Modelling
9 8 (20.00%) Google
9 8 (20.00%) AWS
10 7 (17.50%) Kubernetes
10 7 (17.50%) Docker
11 5 (12.50%) AWS Lambda
11 5 (12.50%) Apache Airflow
11 5 (12.50%) Serverless
11 5 (12.50%) ETL
12 4 (10.00%) Linux
12 4 (10.00%) Telecoms
12 4 (10.00%) PostgreSQL
12 4 (10.00%) Data Mining
12 4 (10.00%) SSH
12 4 (10.00%) Amazon S3
12 4 (10.00%) Data Science
12 4 (10.00%) Data Munging
12 4 (10.00%) R

BigQuery
Co-occurring IT Skills in the City of London 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 26 (65.00%) Apache Spark
2 5 (12.50%) Apache Airflow
Applications
1 1 (2.50%) Microsoft Excel
1 1 (2.50%) Microsoft PowerPoint
Cloud Services
1 40 (100.00%) GCP
2 8 (20.00%) AWS
3 5 (12.50%) AWS Lambda
3 5 (12.50%) Serverless
4 4 (10.00%) Amazon S3
5 3 (7.50%) Amazon EC2
5 3 (7.50%) Amazon ECS
5 3 (7.50%) Amazon EKS
5 3 (7.50%) Azure
6 1 (2.50%) Azure Cosmos DB
6 1 (2.50%) Azure Synapse Analytics
6 1 (2.50%) Cloud Functions
6 1 (2.50%) Firebase
6 1 (2.50%) Google Analytics
6 1 (2.50%) Google App Engine
6 1 (2.50%) IaaS
6 1 (2.50%) PaaS
Communications & Networking
1 4 (10.00%) SSH
2 1 (2.50%) Broadband
Database & Business Intelligence
1 27 (67.50%) Hadoop
2 26 (65.00%) Amazon Redshift
2 26 (65.00%) Big Data
3 4 (10.00%) Amazon RDS
3 4 (10.00%) Data Mining
3 4 (10.00%) PostgreSQL
4 2 (5.00%) Data Lake
4 2 (5.00%) Data Warehouse
4 2 (5.00%) Snowflake Schema
5 1 (2.50%) Amazon DynamoDB
5 1 (2.50%) Azure SQL Database
5 1 (2.50%) Bigtable
5 1 (2.50%) Cloud Spanner
5 1 (2.50%) Looker
5 1 (2.50%) MongoDB
5 1 (2.50%) NoSQL
5 1 (2.50%) Tableau
Development Applications
1 1 (2.50%) Git (software)
General
1 4 (10.00%) Telecoms
2 2 (5.00%) Marketing
3 1 (2.50%) Retail
Job Titles
1 26 (65.00%) Big Data Engineer
1 26 (65.00%) Java Engineer
2 23 (57.50%) Big Data Software Engineer
2 23 (57.50%) Data Analytics Engineer
2 23 (57.50%) Java Software Engineer
2 23 (57.50%) Software Engineer
3 6 (15.00%) Data Engineer
4 5 (12.50%) Architect
4 5 (12.50%) Kubernetes Engineer
5 4 (10.00%) Data Architect
6 3 (7.50%) Cloud Engineer
6 3 (7.50%) Python Engineer
6 3 (7.50%) Solutions Architect
7 1 (2.50%) AWS Engineer
7 1 (2.50%) Cloud Architect
7 1 (2.50%) Cloud Solutions Architect
7 1 (2.50%) Redshift Developer
7 1 (2.50%) Senior Manager
7 1 (2.50%) SQL BI Developer
7 1 (2.50%) Tableau Developer
Libraries, Frameworks & Software Standards
1 2 (5.00%) OAuth
1 2 (5.00%) OAuth2
1 2 (5.00%) PySpark
2 1 (2.50%) AngularJS
2 1 (2.50%) HTML
2 1 (2.50%) Laravel
2 1 (2.50%) Node.js
2 1 (2.50%) Pandas
2 1 (2.50%) REST
Operating Systems
1 4 (10.00%) Linux
2 1 (2.50%) Android
2 1 (2.50%) Apple iOS
Processes & Methodologies
1 30 (75.00%) Analytics
2 26 (65.00%) Software Engineering
3 24 (60.00%) Data Engineering
4 23 (57.50%) Open Source
5 8 (20.00%) Data Modelling
6 5 (12.50%) ETL
7 4 (10.00%) Data Munging
7 4 (10.00%) Data Science
8 3 (7.50%) Data Analytics
8 3 (7.50%) Infrastructure as Code
8 3 (7.50%) SOA
9 2 (5.00%) Agile Software Development
9 2 (5.00%) Data Strategy
9 2 (5.00%) E-Commerce
10 1 (2.50%) Customer Insight
10 1 (2.50%) Data Pipeline
10 1 (2.50%) Data-Driven Marketing
10 1 (2.50%) Kimball Methodology
10 1 (2.50%) Performance Measurement
10 1 (2.50%) Thought Leadership
Programming Languages
1 30 (75.00%) Java
2 13 (32.50%) SQL
3 10 (25.00%) Python
4 4 (10.00%) R
5 1 (2.50%) JavaScript
5 1 (2.50%) PHP
5 1 (2.50%) TypeScript
Qualifications
1 3 (7.50%) Degree
System Software
1 7 (17.50%) Docker
Systems Management
1 7 (17.50%) Kubernetes
2 3 (7.50%) Terraform
Vendors
1 8 (20.00%) Google
2 2 (5.00%) Microsoft
3 1 (2.50%) Facebook
3 1 (2.50%) Oracle