Period
to 29 October 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 29 October 2020 with a comparison to the same period in the previous 2 years.

Google BigQuery
England > London
6 months to
29 Oct 2020
Same period 2019 Same period 2018
Rank 311 506 725
Rank change year-on-year +195 +219 +28
Permanent jobs citing BigQuery 155 240 95
As % of all permanent jobs advertised in London 0.78% 0.44% 0.14%
As % of the Database & Business Intelligence category 2.72% 1.52% 0.45%
Number of salaries quoted 121 201 80
Median annual salary £65,000 £67,500 £70,000
Median salary % change year-on-year -3.70% -3.57% +7.69%
10th Percentile £42,500 £42,500 £35,000
90th Percentile £87,500 £100,000 £95,750
England median annual salary £60,000 £60,000 £70,000
% change year-on-year - -14.29% +7.69%

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 5,708 15,833 21,044
As % of all permanent IT jobs advertised in London 28.61% 28.78% 30.93%
Number of salaries quoted 4,820 13,119 16,782
Median annual salary £70,000 £65,000 £62,500
Median salary % change year-on-year +7.69% +4.00% +4.17%
10th Percentile £42,500 £37,500 £37,500
90th Percentile £102,500 £100,000 £95,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +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 29 October 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 29 October 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
South London - 12 £65,000 -
East London +36 7 £72,500 +7.41% 4
West London +85 6 £82,500 +73.68% 5
North London - 5 £47,500 - 1
Central London +116 4 £65,000 +4.00% 4
BigQuery
England

For the 6 months to 29 October 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.

1 148 (95.48%) GCP
2 104 (67.10%) SQL
3 96 (61.94%) Python
4 85 (54.84%) AWS
5 61 (39.35%) Business Intelligence
5 61 (39.35%) Google
6 60 (38.71%) Data Warehouse
7 56 (36.13%) Finance
8 55 (35.48%) Analytics
9 53 (34.19%) Amazon Redshift
10 49 (31.61%) Snowflake Schema
10 49 (31.61%) ETL
11 47 (30.32%) Data Modelling
11 47 (30.32%) Looker
12 42 (27.10%) Tableau
13 38 (24.52%) Visualisation
13 38 (24.52%) Agile Software Development
14 37 (23.87%) Azure
15 33 (21.29%) Data Lake
16 30 (19.35%) NoSQL
17 29 (18.71%) Big Data
18 26 (16.77%) Data Science
19 25 (16.13%) Power Platform
19 25 (16.13%) Data Engineering
19 25 (16.13%) Power BI
20 24 (15.48%) Kubernetes
21 23 (14.84%) Java
22 22 (14.19%) Kafka
22 22 (14.19%) Amazon S3
22 22 (14.19%) Fintech

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 21 (13.55%) Apache Spark
2 16 (10.32%) Elasticsearch
3 11 (7.10%) Apache Airflow
4 10 (6.45%) Apache
5 5 (3.23%) Apache Synapse
6 4 (2.58%) Luigi
7 1 (0.65%) Apache Pig
7 1 (0.65%) Jupyter
7 1 (0.65%) Resin
Applications
1 8 (5.16%) Microsoft Excel
2 3 (1.94%) Microsoft Office
3 1 (0.65%) Microsoft PowerPoint
Cloud Services
1 148 (95.48%) GCP
2 85 (54.84%) AWS
3 37 (23.87%) Azure
4 25 (16.13%) Power Platform
5 22 (14.19%) Amazon S3
6 17 (10.97%) Google Analytics
7 11 (7.10%) Serverless
8 9 (5.81%) AWS Lambda
8 9 (5.81%) Google App Engine
9 8 (5.16%) SaaS
10 7 (4.52%) AdWords
10 7 (4.52%) Cloud Computing
11 5 (3.23%) GitHub
11 5 (3.23%) Google Compute Engine
11 5 (3.23%) Google Tag Manager
11 5 (3.23%) Stackdriver
12 4 (2.58%) Amazon EMR
12 4 (2.58%) Amazon Kinesis
13 3 (1.94%) Amazon EC2
13 3 (1.94%) Google Container Engine
Communications & Networking
1 8 (5.16%) DNS
2 2 (1.29%) Firewall
3 1 (0.65%) Internet
Database & Business Intelligence
1 60 (38.71%) Data Warehouse
2 53 (34.19%) Amazon Redshift
3 49 (31.61%) Snowflake Schema
4 47 (30.32%) Looker
5 42 (27.10%) Tableau
6 33 (21.29%) Data Lake
7 30 (19.35%) NoSQL
8 29 (18.71%) Big Data
9 25 (16.13%) Power BI
10 20 (12.90%) MySQL
10 20 (12.90%) Relational Database
11 18 (11.61%) Amazon Athena
12 14 (9.03%) Amazon RDS
12 14 (9.03%) Flink
13 9 (5.81%) SQL Server
14 8 (5.16%) Hadoop
15 7 (4.52%) PostgreSQL
16 6 (3.87%) Bigtable
17 5 (3.23%) Cloud Spanner
17 5 (3.23%) Presto
Development Applications
1 5 (3.23%) Git (software)
2 4 (2.58%) Jenkins
3 3 (1.94%) CircleCI
3 3 (1.94%) Octopus Deploy
3 3 (1.94%) TeamCity
4 2 (1.29%) Bitbucket
4 2 (1.29%) PHPUnit
4 2 (1.29%) Sonatype Nexus
5 1 (0.65%) JIRA
5 1 (0.65%) webpack
General
1 56 (36.13%) Finance
2 18 (11.61%) Banking
3 14 (9.03%) Advertising
4 12 (7.74%) Marketing
5 11 (7.10%) Retail
6 1 (0.65%) Games
6 1 (0.65%) Publishing
Job Titles
1 80 (51.61%) Data Engineer
2 28 (18.06%) Analyst
3 16 (10.32%) Developer
3 16 (10.32%) SQL Analyst
4 15 (9.68%) Data Analyst
5 14 (9.03%) Python Engineer
5 14 (9.03%) Senior Data Engineer
6 12 (7.74%) SQL Data Analyst
7 9 (5.81%) Cloud Engineer
8 7 (4.52%) Architect
8 7 (4.52%) Senior Developer
9 6 (3.87%) Python Developer
10 5 (3.23%) AWS Engineer
10 5 (3.23%) Data Manager
10 5 (3.23%) Data Modeller
10 5 (3.23%) Data Scientist
10 5 (3.23%) Senior Data Scientist
11 4 (2.58%) Cloud Architect
11 4 (2.58%) Insight Analyst
11 4 (2.58%) Senior Manager
Libraries, Frameworks & Software Standards
1 22 (14.19%) Kafka
2 14 (9.03%) PySpark
3 8 (5.16%) .NET
4 6 (3.87%) Flask
4 6 (3.87%) Node.js
4 6 (3.87%) TensorFlow
4 6 (3.87%) Web Services
5 5 (3.23%) REST
6 4 (2.58%) Natural Language Processing
6 4 (2.58%) Pandas
7 3 (1.94%) Lambda Expressions
7 3 (1.94%) Middleware
7 3 (1.94%) RESTful
8 2 (1.29%) Django
8 2 (1.29%) GatsbyJS
8 2 (1.29%) Jinja
8 2 (1.29%) Laravel
8 2 (1.29%) React
8 2 (1.29%) SQLAlchemy
9 1 (0.65%) D3.js
Miscellaneous
1 14 (9.03%) Data Structures
2 13 (8.39%) Analytical Skills
3 12 (7.74%) Greenfield Project
4 6 (3.87%) Cloud Native
5 5 (3.23%) FMCG
6 4 (2.58%) User Experience
7 2 (1.29%) Music Streaming
7 2 (1.29%) Online Banking
7 2 (1.29%) Public Cloud
7 2 (1.29%) Virtual Team
8 1 (0.65%) Algorithms
8 1 (0.65%) Digital Media
8 1 (0.65%) Distributed Denial-of-Service
8 1 (0.65%) Internet of Things
8 1 (0.65%) Media Streaming
8 1 (0.65%) Mobile App
Operating Systems
1 3 (1.94%) Linux
Processes & Methodologies
1 61 (39.35%) Business Intelligence
2 55 (35.48%) Analytics
3 49 (31.61%) ETL
4 47 (30.32%) Data Modelling
5 38 (24.52%) Agile Software Development
5 38 (24.52%) Visualisation
6 26 (16.77%) Data Science
7 25 (16.13%) Data Engineering
8 22 (14.19%) Fintech
9 20 (12.90%) Data Architecture
10 19 (12.26%) Machine Learning
11 18 (11.61%) Mentoring
12 17 (10.97%) Data Visualisation
12 17 (10.97%) DevOps
12 17 (10.97%) SDLC
13 15 (9.68%) Data Analysis
13 15 (9.68%) Data Analytics
14 14 (9.03%) Asset Management
14 14 (9.03%) Data Transformation
15 12 (7.74%) Translating Business Requirements
Programming Languages
1 104 (67.10%) SQL
2 96 (61.94%) Python
3 23 (14.84%) Java
4 8 (5.16%) R
5 7 (4.52%) JavaScript
5 7 (4.52%) Scala
6 6 (3.87%) C#
7 4 (2.58%) Ruby
8 3 (1.94%) Kotlin
8 3 (1.94%) TypeScript
9 2 (1.29%) PHP
9 2 (1.29%) T-SQL
9 2 (1.29%) VBA
10 1 (0.65%) Bash Shell
10 1 (0.65%) C
10 1 (0.65%) C++
10 1 (0.65%) Elm
10 1 (0.65%) Embedded C
10 1 (0.65%) Embedded C++
10 1 (0.65%) PowerShell
Qualifications
1 5 (3.23%) Degree
2 2 (1.29%) Master's Degree
2 2 (1.29%) PhD
3 1 (0.65%) Computer Science Degree
Quality Assurance & Compliance
1 4 (2.58%) GDPR
1 4 (2.58%) QA
2 1 (0.65%) Data Quality
System Software
1 15 (9.68%) Docker
2 2 (1.29%) Virtual Machines
Systems Management
1 24 (15.48%) Kubernetes
2 16 (10.32%) Terraform
3 5 (3.23%) Ansible
4 4 (2.58%) Oozie
5 2 (1.29%) Kibana
5 2 (1.29%) Prometheus
6 1 (0.65%) Istio
Vendors
1 61 (39.35%) Google
2 14 (9.03%) Databricks
3 7 (4.52%) DoubleClick
4 6 (3.87%) Microsoft
5 5 (3.23%) Oracle
5 5 (3.23%) Talend
6 4 (2.58%) Splunk
7 3 (1.94%) Teradata
8 2 (1.29%) Ab Initio
8 2 (1.29%) AppDynamics
9 1 (0.65%) Informatica
9 1 (0.65%) Netezza