Period
to 19 October 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 19 October 2021 with a comparison to the same period in the previous 2 years.

Google BigQuery
Central London > City of London
6 months to
19 Oct 2021
Same period 2020 Same period 2019
Rank 223 198 285
Rank change year-on-year -25 +87 +43
Permanent jobs citing BigQuery 33 2 36
As % of all permanent jobs advertised in the City of London 0.55% 0.055% 0.36%
As % of the Database & Business Intelligence category 1.84% 0.20% 1.17%
Number of salaries quoted 29 1 32
10th Percentile £45,750 " "
25th Percentile £57,500 £66,250 £55,000
Median annual salary (50th Percentile) £72,500 £72,500 £63,750
Median % change year-on-year - +13.73% +82.14%
75th Percentile £85,000 £78,750 £87,813
90th Percentile £88,750 " £95,000
Central London median annual salary £72,500 £78,750 £61,250
% change year-on-year -7.94% +28.57% +75.00%

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 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 1,792 1,000 3,067
As % of all permanent IT jobs advertised in the City of London 30.08% 27.66% 30.81%
Number of salaries quoted 1,586 835 2,756
10th Percentile £46,250 £42,350 £42,500
25th Percentile £56,250 £52,500 £52,500
Median annual salary (50th Percentile) £72,500 £70,000 £67,500
Median % change year-on-year +3.57% +3.70% +3.85%
75th Percentile £95,000 £85,000 £85,000
90th Percentile £108,750 £100,000 £100,000
Central London median annual salary £72,500 £70,000 £65,000
% change year-on-year +3.57% +7.69% -

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 19 October 2021.

Salary histogram for BigQuery in the City of London

For the 6 months to 19 October 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 27 (81.82%) Analytics
2 26 (78.79%) GCP
3 19 (57.58%) Amazon Redshift
3 19 (57.58%) Big Data
4 17 (51.52%) Data Engineering
5 15 (45.45%) Apache Spark
5 15 (45.45%) Open Source
5 15 (45.45%) Java
6 14 (42.42%) SQL
7 13 (39.39%) Business Intelligence
7 13 (39.39%) Hadoop
8 12 (36.36%) Python
9 11 (33.33%) Software Engineering
10 10 (30.30%) Data Warehouse
11 9 (27.27%) Data Modelling
11 9 (27.27%) Looker
11 9 (27.27%) Snowflake
12 8 (24.24%) Data Analytics
13 7 (21.21%) E-Commerce
13 7 (21.21%) Google
13 7 (21.21%) Degree
13 7 (21.21%) dbt
14 6 (18.18%) Backlog Management
14 6 (18.18%) Data Pipeline
14 6 (18.18%) Apache Airflow
14 6 (18.18%) AWS
15 5 (15.15%) Amazon S3
15 5 (15.15%) Tableau
15 5 (15.15%) NoSQL
15 5 (15.15%) Kafka

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 15 (45.45%) Apache Spark
2 6 (18.18%) Apache Airflow
3 3 (9.09%) Apache
Applications
1 2 (6.06%) Microsoft Excel
2 1 (3.03%) Microsoft PowerPoint
Cloud Services
1 26 (78.79%) GCP
2 9 (27.27%) Snowflake
3 7 (21.21%) dbt
4 6 (18.18%) AWS
5 5 (15.15%) Amazon S3
5 5 (15.15%) AWS Lambda
5 5 (15.15%) AWS Step Functions
5 5 (15.15%) Power Platform
5 5 (15.15%) Serverless
6 4 (12.12%) Azure
7 3 (9.09%) Amazon EMR
7 3 (9.09%) Amazon SageMaker
7 3 (9.09%) Amazon SQS
7 3 (9.09%) AWS CloudFormation
8 2 (6.06%) GitHub
8 2 (6.06%) Google Data Studio
9 1 (3.03%) Cloud Computing
9 1 (3.03%) Google App Engine
9 1 (3.03%) Google Compute Engine
9 1 (3.03%) SaaS
Communications & Networking
1 1 (3.03%) Broadband
Database & Business Intelligence
1 19 (57.58%) Amazon Redshift
1 19 (57.58%) Big Data
2 13 (39.39%) Hadoop
3 10 (30.30%) Data Warehouse
4 9 (27.27%) Looker
5 5 (15.15%) NoSQL
5 5 (15.15%) Power BI
5 5 (15.15%) Tableau
6 4 (12.12%) Relational Database
7 3 (9.09%) MongoDB
7 3 (9.09%) MySQL
8 2 (6.06%) Amazon RDS
8 2 (6.06%) Apache Hive
8 2 (6.06%) Data Lake
8 2 (6.06%) Flink
8 2 (6.06%) Metadata
9 1 (3.03%) Dremio
Development Applications
1 3 (9.09%) Git (software)
2 2 (6.06%) Subversion
3 1 (3.03%) GitLab
3 1 (3.03%) JIRA
General
1 3 (9.09%) Analytical Skills
1 3 (9.09%) Retail
2 2 (6.06%) Finance
3 1 (3.03%) Financial Institution
3 1 (3.03%) Marketing
3 1 (3.03%) Social Skills
Job Titles
1 11 (33.33%) Big Data Engineer
1 11 (33.33%) Big Data Software Engineer
1 11 (33.33%) Data Analytics Engineer
1 11 (33.33%) Java Engineer
1 11 (33.33%) Java Software Engineer
1 11 (33.33%) Software Engineer
2 9 (27.27%) Data Engineer
3 7 (21.21%) Analyst
4 6 (18.18%) Business Analyst
4 6 (18.18%) Data Business Analyst
5 5 (15.15%) E-Commerce Analyst
5 5 (15.15%) E-Commerce Business Analyst
6 4 (12.12%) Developer
7 2 (6.06%) Business Developer
7 2 (6.06%) Business Intelligence Developer
7 2 (6.06%) Data Analyst
7 2 (6.06%) Data Analytics Analyst
7 2 (6.06%) Principal Engineer
7 2 (6.06%) Senior Data Engineer
8 1 (3.03%) E-Commerce Product Owner
Libraries, Frameworks & Software Standards
1 5 (15.15%) Kafka
2 1 (3.03%) HTML
2 1 (3.03%) Node.js
2 1 (3.03%) Pandas
2 1 (3.03%) RabbitMQ
2 1 (3.03%) REST
2 1 (3.03%) RESTful
2 1 (3.03%) Symfony
2 1 (3.03%) WebSockets
Miscellaneous
1 1 (3.03%) Algorithms
1 1 (3.03%) Data Centre
1 1 (3.03%) Digital Media
1 1 (3.03%) Enterprise Software
1 1 (3.03%) Renewable Energy
Processes & Methodologies
1 27 (81.82%) Analytics
2 17 (51.52%) Data Engineering
3 15 (45.45%) Open Source
4 13 (39.39%) Business Intelligence
5 11 (33.33%) Software Engineering
6 9 (27.27%) Data Modelling
7 8 (24.24%) Data Analytics
8 7 (21.21%) E-Commerce
9 6 (18.18%) Backlog Management
9 6 (18.18%) Data Pipeline
10 5 (15.15%) Agile Software Development
11 4 (12.12%) Artificial Intelligence
11 4 (12.12%) Computer Science
11 4 (12.12%) Problem-Solving
12 3 (9.09%) Continuous Integration
12 3 (9.09%) Data Architecture
12 3 (9.09%) Data Management
12 3 (9.09%) Data Science
12 3 (9.09%) Infrastructure as Code
12 3 (9.09%) Pair Programming
Programming Languages
1 15 (45.45%) Java
2 14 (42.42%) SQL
3 12 (36.36%) Python
4 3 (9.09%) JavaScript
4 3 (9.09%) PHP
5 2 (6.06%) Scala
6 1 (3.03%) Go
6 1 (3.03%) PHP 7
6 1 (3.03%) R
Qualifications
1 7 (21.21%) Degree
Quality Assurance & Compliance
1 2 (6.06%) Data Quality
System Software
1 1 (3.03%) Docker
Systems Management
1 3 (9.09%) Terraform
Vendors
1 7 (21.21%) Google
2 2 (6.06%) Databricks
2 2 (6.06%) Microsoft
3 1 (3.03%) Facebook