Period
to 25 October 2021

The following table provides summary statistics for permanent job vacancies advertised in 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 25 October 2021 with a comparison to the same period in the previous 2 years.

Google BigQuery
England > London
6 months to
25 Oct 2021
Same period 2020 Same period 2019
Rank 346 311 506
Rank change year-on-year -35 +195 +236
Permanent jobs citing BigQuery 459 153 239
As % of all permanent jobs advertised in London 0.91% 0.78% 0.44%
As % of the Database & Business Intelligence category 2.86% 2.71% 1.52%
Number of salaries quoted 249 115 198
10th Percentile £47,500 £42,500 £42,500
25th Percentile £60,000 £53,750 £53,750
Median annual salary (50th Percentile) £72,500 £65,000 £70,000
Median % change year-on-year +11.54% -7.14% -
75th Percentile £88,750 £75,000 £87,500
90th Percentile £105,000 £90,500 £103,250
England median annual salary £70,000 £62,500 £60,000
% change year-on-year +12.00% +4.17% -14.29%

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 London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Permanent vacancies with a requirement for database or business intelligence skills 16,077 5,651 15,724
As % of all permanent IT jobs advertised in London 31.73% 28.75% 28.92%
Number of salaries quoted 9,593 4,816 13,114
10th Percentile £45,000 £42,500 £37,500
25th Percentile £55,000 £52,500 £48,750
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% +4.00%
75th Percentile £90,000 £86,250 £82,500
90th Percentile £107,500 £103,125 £100,000
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% +5.00%

BigQuery
Job Vacancy Trend in London

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

Job vacancy trend for BigQuery in London

BigQuery
Salary Trend in London

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

Salary trend for BigQuery in London

BigQuery
Salary Histogram in London

Salary distribution for jobs citing BigQuery in London over the 6 months to 25 October 2021.

Salary histogram for BigQuery in London

BigQuery
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing BigQuery within the London region over the 6 months to 25 October 2021. 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
Central London -40 34 £72,500 +5.45% 13
West London -71 15 £61,250 -25.76% 7
North London -12 7 £40,000 -15.79% 1
East London -25 3 £65,000 -10.34% 2
South London -34 1 £80,000 +23.08%
BigQuery
England

For the 6 months to 25 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 London region with a requirement for BigQuery.

1 425 (92.59%) GCP
2 318 (69.28%) Google
3 312 (67.97%) SQL
4 282 (61.44%) Python
5 261 (56.86%) Analytics
6 239 (52.07%) AWS
7 146 (31.81%) Kubernetes
8 138 (30.07%) Business Intelligence
9 137 (29.85%) Big Data
10 129 (28.10%) Data Science
11 125 (27.23%) ETL
12 123 (26.80%) Amazon Redshift
13 120 (26.14%) Agile Software Development
14 117 (25.49%) Azure
15 111 (24.18%) Data Modelling
16 107 (23.31%) Data Warehouse
16 107 (23.31%) Data Engineering
17 106 (23.09%) Machine Learning
18 105 (22.88%) Data Pipeline
19 96 (20.92%) Tableau
19 96 (20.92%) Java
20 93 (20.26%) Apache Spark
21 89 (19.39%) DevOps
22 87 (18.95%) Software Engineering
23 84 (18.30%) Apache Airflow
24 81 (17.65%) Terraform
25 80 (17.43%) Visualisation
25 80 (17.43%) Problem-Solving
26 79 (17.21%) Analytical Skills
27 77 (16.78%) Snowflake

BigQuery
Co-occurring IT Skills in 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 93 (20.26%) Apache Spark
2 84 (18.30%) Apache Airflow
3 67 (14.60%) Apache
4 21 (4.58%) Elasticsearch
5 17 (3.70%) nginx
6 12 (2.61%) Jupyter
7 8 (1.74%) Confluence
8 7 (1.53%) Luigi
9 5 (1.09%) Apache Pig
9 5 (1.09%) SAS
10 4 (0.87%) Ethereum
11 1 (0.22%) Oracle Workflow
Applications
1 12 (2.61%) Microsoft Excel
2 5 (1.09%) Adobe Illustrator
2 5 (1.09%) Fireworks
2 5 (1.09%) Photoshop
3 2 (0.44%) Microsoft PowerPoint
4 1 (0.22%) Microsoft Office
Business Applications
1 2 (0.44%) Sentinel
Cloud Services
1 425 (92.59%) GCP
2 239 (52.07%) AWS
3 117 (25.49%) Azure
4 77 (16.78%) Snowflake
5 60 (13.07%) Serverless
6 52 (11.33%) Power Platform
7 50 (10.89%) dbt
8 45 (9.80%) GitHub
9 38 (8.28%) Cloud Functions
10 32 (6.97%) Amazon S3
11 26 (5.66%) Amazon SQS
12 25 (5.45%) AWS Lambda
12 25 (5.45%) Google App Engine
13 21 (4.58%) Google Data Studio
14 20 (4.36%) Amazon Kinesis
14 20 (4.36%) Google Analytics
14 20 (4.36%) Google Compute Engine
15 16 (3.49%) Amazon EMR
15 16 (3.49%) AWS Step Functions
16 15 (3.27%) Fivetran
Communications & Networking
1 10 (2.18%) Broadband
2 5 (1.09%) Internet
Database & Business Intelligence
1 137 (29.85%) Big Data
2 123 (26.80%) Amazon Redshift
3 107 (23.31%) Data Warehouse
4 96 (20.92%) Tableau
5 75 (16.34%) Hadoop
6 68 (14.81%) Looker
7 65 (14.16%) NoSQL
8 52 (11.33%) Power BI
9 49 (10.68%) Data Lake
10 48 (10.46%) Relational Database
11 45 (9.80%) PostgreSQL
12 42 (9.15%) Metadata
13 38 (8.28%) MongoDB
14 31 (6.75%) MySQL
15 26 (5.66%) Redis
16 22 (4.79%) Bigtable
16 22 (4.79%) SQL Server
17 21 (4.58%) Amazon DynamoDB
17 21 (4.58%) Apache Hive
18 20 (4.36%) HBase
Development Applications
1 52 (11.33%) Jenkins
2 49 (10.68%) Git (software)
3 28 (6.10%) GitLab
4 27 (5.88%) JIRA
5 19 (4.14%) Maven
6 17 (3.70%) GoCD
6 17 (3.70%) JMeter
7 14 (3.05%) Postman
8 13 (2.83%) Cypress.io
9 10 (2.18%) Octopus Deploy
10 5 (1.09%) Spinnaker
11 4 (0.87%) Snyk
12 3 (0.65%) Atlassian Bamboo
12 3 (0.65%) Bitbucket
12 3 (0.65%) CircleCI
12 3 (0.65%) kappa
12 3 (0.65%) Sonatype Nexus
12 3 (0.65%) TeamCity
13 2 (0.44%) Subversion
13 2 (0.44%) webpack
General
1 79 (17.21%) Analytical Skills
2 69 (15.03%) Social Skills
3 62 (13.51%) Finance
4 58 (12.64%) Retail
5 56 (12.20%) Marketing
6 35 (7.63%) Presentation Skills
7 32 (6.97%) Games
8 28 (6.10%) Advertising
9 19 (4.14%) Influencing Skills
10 18 (3.92%) Telecoms
11 14 (3.05%) Brand Awareness
12 7 (1.53%) Banking
13 6 (1.31%) Automotive
14 5 (1.09%) Billing
14 5 (1.09%) Czech Language
14 5 (1.09%) Financial Institution
15 4 (0.87%) Legal
16 3 (0.65%) Manufacturing
16 3 (0.65%) Publishing
17 2 (0.44%) Public Sector
Job Titles
1 86 (18.74%) Data Engineer
2 70 (15.25%) Analyst
3 36 (7.84%) Architect
3 36 (7.84%) Software Engineer
4 31 (6.75%) Developer
5 28 (6.10%) Data Architect
6 27 (5.88%) Data Scientist
6 27 (5.88%) Python Engineer
7 26 (5.66%) Scala Engineer
8 23 (5.01%) Consultant
9 20 (4.36%) Data Analyst
10 19 (4.14%) Insight Analyst
10 19 (4.14%) Java Engineer
11 17 (3.70%) Product Analyst
11 17 (3.70%) Senior Analyst
12 15 (3.27%) Business Analyst
12 15 (3.27%) Cloud Architect
12 15 (3.27%) Data Business Analyst
12 15 (3.27%) Technical Leader
13 14 (3.05%) Senior Insight Analyst
Libraries, Frameworks & Software Standards
1 69 (15.03%) Apache Beam
2 60 (13.07%) Kafka
3 42 (9.15%) Node.js
4 33 (7.19%) GraphQL
4 33 (7.19%) React
5 28 (6.10%) Akka
6 23 (5.01%) RESTful
7 22 (4.79%) REST
8 21 (4.58%) Spring Boot
9 20 (4.36%) Spring
10 18 (3.92%) Web Services
11 17 (3.70%) JDBC
11 17 (3.70%) Spring MVC
12 16 (3.49%) Flask
12 16 (3.49%) YAML
13 15 (3.27%) Jest
14 14 (3.05%) Apache Camel
14 14 (3.05%) Spring WebFlux
15 13 (2.83%) TensorFlow
16 10 (2.18%) Pandas
Miscellaneous
1 34 (7.41%) Public Cloud
2 30 (6.54%) Algorithms
3 29 (6.32%) Cloud Native
4 20 (4.36%) Virtual Team
5 18 (3.92%) Self-Motivation
6 17 (3.70%) Online Games
7 16 (3.49%) Renewable Energy
8 14 (3.05%) User Experience
9 12 (2.61%) Marketing Technology
10 10 (2.18%) Greenfield Project
11 9 (1.96%) Social Media
12 7 (1.53%) Data Centre
13 6 (1.31%) Mobile App
14 5 (1.09%) FMCG
15 4 (0.87%) Data Structures
15 4 (0.87%) Enterprise Cloud
15 4 (0.87%) Linux Command Line
15 4 (0.87%) Management Information System
15 4 (0.87%) NHS
15 4 (0.87%) Social Network
Operating Systems
1 29 (6.32%) Linux
2 12 (2.61%) Unix
3 6 (1.31%) Windows
4 1 (0.22%) Android
4 1 (0.22%) Apple iOS
Processes & Methodologies
1 261 (56.86%) Analytics
2 138 (30.07%) Business Intelligence
3 129 (28.10%) Data Science
4 125 (27.23%) ETL
5 120 (26.14%) Agile Software Development
6 111 (24.18%) Data Modelling
7 107 (23.31%) Data Engineering
8 106 (23.09%) Machine Learning
9 105 (22.88%) Data Pipeline
10 89 (19.39%) DevOps
11 87 (18.95%) Software Engineering
12 80 (17.43%) Problem-Solving
12 80 (17.43%) Visualisation
13 67 (14.60%) Artificial Intelligence
14 61 (13.29%) Data Visualisation
15 60 (13.07%) Open Source
16 59 (12.85%) Microservices
17 58 (12.64%) Data Analytics
18 50 (10.89%) Personalization
19 45 (9.80%) Infrastructure as Code
Programming Languages
1 312 (67.97%) SQL
2 282 (61.44%) Python
3 96 (20.92%) Java
4 55 (11.98%) JavaScript
4 55 (11.98%) Scala
5 45 (9.80%) R
6 36 (7.84%) Go
7 31 (6.75%) TypeScript
8 16 (3.49%) Ruby
9 15 (3.27%) Bash Shell
10 11 (2.40%) PowerShell
11 10 (2.18%) C++
11 10 (2.18%) Elixir
12 9 (1.96%) Haskell
13 8 (1.74%) C#
14 7 (1.53%) Data Analysis Expressions (DAX)
14 7 (1.53%) Shell Script
15 6 (1.31%) Rust
16 4 (0.87%) PHP
16 4 (0.87%) T-SQL
Qualifications
1 60 (13.07%) Degree
2 21 (4.58%) Computer Science Degree
3 7 (1.53%) Numerate Degree
4 1 (0.22%) Master's Degree
4 1 (0.22%) TOGAF Certification
Quality Assurance & Compliance
1 30 (6.54%) Data Quality
2 29 (6.32%) GDPR
3 3 (0.65%) Accessibility
4 2 (0.44%) QA
System Software
1 59 (12.85%) Docker
2 4 (0.87%) HDFS
3 1 (0.22%) Apache Flume
Systems Management
1 146 (31.81%) Kubernetes
2 81 (17.65%) Terraform
3 30 (6.54%) Ansible
4 29 (6.32%) Prometheus
5 26 (5.66%) Grafana
6 22 (4.79%) Istio
7 14 (3.05%) linkerd
8 13 (2.83%) Kubeflow
9 6 (1.31%) Opscode Chef
9 6 (1.31%) Puppet
10 3 (0.65%) Hadoop YARN
10 3 (0.65%) Knative
10 3 (0.65%) Oozie
11 1 (0.22%) Kibana
Vendors
1 318 (69.28%) Google
2 39 (8.50%) Microsoft
3 20 (4.36%) Oracle
4 14 (3.05%) Teradata
5 13 (2.83%) Facebook
5 13 (2.83%) Qubit
6 11 (2.40%) Splunk
7 10 (2.18%) Databricks
8 9 (1.96%) Cognos
8 9 (1.96%) Snapchat
8 9 (1.96%) TikTok
9 6 (1.31%) Reuters
10 5 (1.09%) Talend
10 5 (1.09%) TOWER Software
11 4 (0.87%) Twitter
12 3 (0.65%) OpenText
12 3 (0.65%) SAP
13 2 (0.44%) MKS
13 2 (0.44%) Salesforce.com
13 2 (0.44%) Trillium