Period
to 8 August 2020

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 8 August 2020 with a comparison to the same period in the previous 2 years.

Google BigQuery
England > London
6 months to
8 Aug 2020
Same period 2019 Same period 2018
Rank 343 551 777
Rank change year-on-year +208 +226 -31
Permanent jobs citing BigQuery 193 191 61
As % of all permanent jobs advertised in London 0.72% 0.34% 0.087%
As % of the Database & Business Intelligence category 2.56% 1.19% 0.28%
Number of salaries quoted 154 167 57
Median annual salary £72,500 £75,000 £57,500
Median salary % change year-on-year -3.33% +30.43% -14.81%
10th Percentile £42,500 £39,500 £35,000
90th Percentile £100,000 £105,000 £83,750
England median annual salary £65,000 £60,000 £52,500
% change year-on-year +8.33% +14.29% -19.23%

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 7,536 16,115 22,039
As % of all permanent IT jobs advertised in London 27.95% 28.50% 31.59%
Number of salaries quoted 6,061 13,456 17,392
Median annual salary £69,250 £65,000 £62,500
Median salary % change year-on-year +6.54% +4.00% +4.17%
10th Percentile £41,625 £38,750 £37,500
90th Percentile £101,250 £96,250 £92,500
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

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 8 August 2020.

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 8 August 2020. 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 +96 16 £72,500 -3.33% 5
West London +66 15 £73,750 -18.06%
South London - 11 £62,500 -
East London +21 9 £72,500 +7.41% 7
BigQuery
England

For the 6 months to 8 August 2020, 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.

1 172 (89.12%) GCP
2 128 (66.32%) Python
3 120 (62.18%) SQL
4 99 (51.30%) AWS
5 97 (50.26%) Google
6 82 (42.49%) Business Intelligence
7 75 (38.86%) Data Warehouse
8 74 (38.34%) Analytics
9 63 (32.64%) Amazon Redshift
10 61 (31.61%) Tableau
11 56 (29.02%) ETL
12 54 (27.98%) Looker
13 51 (26.42%) Snowflake Schema
14 50 (25.91%) Visualisation
15 48 (24.87%) Data Modelling
16 47 (24.35%) Finance
17 45 (23.32%) NoSQL
17 45 (23.32%) Data Science
18 43 (22.28%) Big Data
18 43 (22.28%) Kafka
19 42 (21.76%) Java
20 40 (20.73%) Agile Software Development
21 39 (20.21%) Power Platform
21 39 (20.21%) Power BI
22 37 (19.17%) Kubernetes
23 36 (18.65%) Data Lake
23 36 (18.65%) Azure
24 35 (18.13%) DevOps
25 32 (16.58%) Fintech
26 31 (16.06%) Machine Learning

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 30 (15.54%) Apache Spark
2 19 (9.84%) Apache
3 17 (8.81%) Apache Airflow
4 12 (6.22%) Elasticsearch
5 8 (4.15%) Luigi
6 4 (2.07%) Apache Synapse
6 4 (2.07%) Jupyter
7 3 (1.55%) Confluence
8 1 (0.52%) Apache Pig
8 1 (0.52%) nginx
8 1 (0.52%) Resin
8 1 (0.52%) SharePoint
8 1 (0.52%) SharePoint Server
Applications
1 8 (4.15%) Microsoft Excel
2 3 (1.55%) Microsoft Office
2 3 (1.55%) Microsoft PowerPoint
3 1 (0.52%) S-PLUS
Cloud Services
1 172 (89.12%) GCP
2 99 (51.30%) AWS
3 39 (20.21%) Power Platform
4 36 (18.65%) Azure
5 24 (12.44%) Amazon S3
6 22 (11.40%) Google Analytics
7 13 (6.74%) Serverless
8 11 (5.70%) Amazon SQS
9 10 (5.18%) Amazon Kinesis
10 9 (4.66%) Heroku
10 9 (4.66%) SaaS
11 8 (4.15%) Firebase
12 7 (3.63%) AdWords
12 7 (3.63%) Amazon EC2
12 7 (3.63%) Amazon EKS
12 7 (3.63%) Cloud Computing
13 6 (3.11%) AWS Lambda
14 5 (2.59%) Amazon EMR
14 5 (2.59%) GitHub
14 5 (2.59%) Google App Engine
Communications & Networking
1 3 (1.55%) Firewall
1 3 (1.55%) Skype
2 2 (1.04%) DNS
3 1 (0.52%) DMZ
3 1 (0.52%) Internet
3 1 (0.52%) VPN
Database & Business Intelligence
1 75 (38.86%) Data Warehouse
2 63 (32.64%) Amazon Redshift
3 54 (27.98%) Looker
4 51 (26.42%) Snowflake Schema
5 45 (23.32%) NoSQL
6 43 (22.28%) Big Data
7 39 (20.21%) Power BI
8 36 (18.65%) Data Lake
9 25 (12.95%) Relational Database
10 23 (11.92%) Amazon RDS
11 21 (10.88%) Amazon Athena
11 21 (10.88%) Hadoop
12 16 (8.29%) Flink
12 16 (8.29%) PostgreSQL
13 14 (7.25%) SQL Server
14 13 (6.74%) MySQL
15 10 (5.18%) Apache Cassandra
16 9 (4.66%) Blockchain
16 9 (4.66%) QlikView
16 9 (4.66%) Redis
Development Applications
1 9 (4.66%) Jenkins
2 7 (3.63%) Git (software)
3 5 (2.59%) CircleCI
4 3 (1.55%) JIRA
4 3 (1.55%) TeamCity
5 2 (1.04%) Bitbucket
5 2 (1.04%) Octopus Deploy
5 2 (1.04%) PHPUnit
5 2 (1.04%) Sonatype Nexus
6 1 (0.52%) GitLab
6 1 (0.52%) webpack
General
1 47 (24.35%) Finance
2 25 (12.95%) Marketing
3 17 (8.81%) Banking
4 16 (8.29%) Advertising
5 12 (6.22%) Retail
6 8 (4.15%) Games
7 2 (1.04%) Legal
7 2 (1.04%) Telecoms
8 1 (0.52%) Greek Language
8 1 (0.52%) Music Industry
Job Titles
1 95 (49.22%) Data Engineer
2 34 (17.62%) Analyst
3 21 (10.88%) Developer
4 19 (9.84%) Data Analyst
5 16 (8.29%) Python Engineer
6 13 (6.74%) Senior Data Engineer
7 10 (5.18%) Architect
7 10 (5.18%) Data Scientist
8 9 (4.66%) Cloud Engineer
8 9 (4.66%) Senior Developer
9 8 (4.15%) AWS Engineer
9 8 (4.15%) Senior Analyst
9 8 (4.15%) Senior Data Analyst
9 8 (4.15%) Senior Data Scientist
9 8 (4.15%) SQL Analyst
9 8 (4.15%) SQL Data Analyst
10 6 (3.11%) Data Architect
10 6 (3.11%) Data Manager
11 5 (2.59%) Business Intelligence Analyst
11 5 (2.59%) Senior Architect
Libraries, Frameworks & Software Standards
1 43 (22.28%) Kafka
2 17 (8.81%) PySpark
3 16 (8.29%) Node.js
4 11 (5.70%) TensorFlow
5 8 (4.15%) Apache NiFi
6 7 (3.63%) .NET
7 6 (3.11%) CSS
7 6 (3.11%) D3.js
7 6 (3.11%) HTML
7 6 (3.11%) jQuery
8 5 (2.59%) GatsbyJS
8 5 (2.59%) H2O
8 5 (2.59%) Natural Language Processing
8 5 (2.59%) PyTorch
8 5 (2.59%) REST
8 5 (2.59%) RESTful
8 5 (2.59%) Spark Streaming
8 5 (2.59%) Web Services
9 4 (2.07%) Flask
9 4 (2.07%) GraphQL
Miscellaneous
1 23 (11.92%) Analytical Skills
2 15 (7.77%) Data Structures
3 12 (6.22%) Greenfield Project
4 8 (4.15%) Algorithms
4 8 (4.15%) User Experience
5 6 (3.11%) Virtual Team
6 3 (1.55%) Management Information System
6 3 (1.55%) Public Cloud
6 3 (1.55%) Video Conferencing
7 2 (1.04%) Analytical Mindset
7 2 (1.04%) Hybrid Cloud
7 2 (1.04%) Music Streaming
8 1 (0.52%) Blog
8 1 (0.52%) Internet of Things
8 1 (0.52%) Self-Motivation
8 1 (0.52%) Taxonomies
Operating Systems
1 10 (5.18%) Linux
2 1 (0.52%) Android
2 1 (0.52%) CentOS
2 1 (0.52%) Debian
2 1 (0.52%) Ubuntu
2 1 (0.52%) Windows
2 1 (0.52%) Windows Server
Processes & Methodologies
1 82 (42.49%) Business Intelligence
2 74 (38.34%) Analytics
3 56 (29.02%) ETL
4 50 (25.91%) Visualisation
5 48 (24.87%) Data Modelling
6 45 (23.32%) Data Science
7 40 (20.73%) Agile Software Development
8 35 (18.13%) DevOps
9 32 (16.58%) Fintech
10 31 (16.06%) Machine Learning
11 30 (15.54%) Data Engineering
12 29 (15.03%) Data Visualisation
13 19 (9.84%) Artificial Intelligence
13 19 (9.84%) Data Transformation
14 18 (9.33%) Data Analysis
14 18 (9.33%) Data Analytics
15 16 (8.29%) Mentoring
15 16 (8.29%) Microservices
16 15 (7.77%) SDLC
17 14 (7.25%) Statistical Analysis
Programming Languages
1 128 (66.32%) Python
2 120 (62.18%) SQL
3 42 (21.76%) Java
4 25 (12.95%) JavaScript
5 19 (9.84%) Scala
6 15 (7.77%) R
7 9 (4.66%) Kotlin
8 7 (3.63%) C++
8 7 (3.63%) TypeScript
9 6 (3.11%) Go
10 5 (2.59%) Ruby
11 3 (1.55%) C
11 3 (1.55%) C#
11 3 (1.55%) MATLAB
11 3 (1.55%) PHP
12 2 (1.04%) Data Analysis Expressions (DAX)
12 2 (1.04%) ES6
13 1 (0.52%) Elm
13 1 (0.52%) Embedded C
13 1 (0.52%) Embedded C++
Qualifications
1 15 (7.77%) Degree
2 6 (3.11%) Computer Science Degree
2 6 (3.11%) PhD
3 1 (0.52%) A+ Certification
3 1 (0.52%) AWS Certification
3 1 (0.52%) Master's Degree
3 1 (0.52%) MBA
3 1 (0.52%) RHCE
Quality Assurance & Compliance
1 7 (3.63%) GDPR
2 4 (2.07%) QA
3 2 (1.04%) Actionable Recommendations
4 1 (0.52%) Data Quality
System Software
1 24 (12.44%) Docker
2 2 (1.04%) Virtual Machines
3 1 (0.52%) HDFS
3 1 (0.52%) VMware Infrastructure
Systems Management
1 37 (19.17%) Kubernetes
2 24 (12.44%) Terraform
3 6 (3.11%) Prometheus
4 5 (2.59%) Ansible
5 4 (2.07%) Oozie
6 3 (1.55%) Argo
6 3 (1.55%) Kibana
7 1 (0.52%) Opscode Chef
7 1 (0.52%) Puppet
7 1 (0.52%) Red Hat Satellite
7 1 (0.52%) Red Hat Spacewalk
7 1 (0.52%) WSUS
7 1 (0.52%) yum
7 1 (0.52%) ZABBIX
Vendors
1 97 (50.26%) Google
2 61 (31.61%) Tableau
3 18 (9.33%) Databricks
4 9 (4.66%) Splunk
5 8 (4.15%) Ab Initio
5 8 (4.15%) Microsoft
5 8 (4.15%) Talend
6 7 (3.63%) DoubleClick
7 6 (3.11%) Oracle
8 5 (2.59%) Facebook
9 4 (2.07%) Teradata
10 3 (1.55%) Vertica
11 2 (1.04%) AppDynamics
11 2 (1.04%) Bloomberg
11 2 (1.04%) Capita
11 2 (1.04%) Cognos
11 2 (1.04%) New Relic
11 2 (1.04%) SAP
11 2 (1.04%) Snowplow
12 1 (0.52%) Alteryx