Period
to 27 October 2020

The following table provides summary statistics for permanent job vacancies advertised in England 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 27 October 2020 with a comparison to the same period in the previous 2 years.

Google BigQuery
UK > England
6 months to
27 Oct 2020
Same period 2019 Same period 2018
Rank 451 700 972
Rank change year-on-year +249 +272 +66
Permanent jobs citing BigQuery 228 366 166
As % of all permanent jobs advertised in England 0.50% 0.29% 0.11%
As % of the Database & Business Intelligence category 1.75% 1.08% 0.37%
Number of salaries quoted 185 302 153
Median annual salary £60,000 £60,000 £70,000
Median salary % change year-on-year - -14.29% +7.69%
10th Percentile £40,250 £42,500 £35,350
90th Percentile £84,500 £95,000 £99,000
UK 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 England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 13,007 34,030 45,118
As % of all permanent IT jobs advertised in England 28.64% 27.08% 29.59%
Number of salaries quoted 11,014 28,338 36,956
Median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% -
10th Percentile £34,000 £31,500 £31,250
90th Percentile £90,000 £87,325 £85,000
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +4.17%

BigQuery
Job Vacancy Trend in England

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

Job vacancy trend for BigQuery in England

BigQuery
Salary Trend in England

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

Salary trend for BigQuery in England

BigQuery
Salary Histogram in England

Salary distribution for jobs citing BigQuery in England over the 6 months to 27 October 2020.

Salary histogram for BigQuery in England

BigQuery
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing BigQuery within the England region over the 6 months to 27 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
London +177 156 £65,000 -3.70% 25
North of England +139 25 £47,500 -20.83% 12
South West +102 19 £42,500 -19.05% 2
South East +208 15 £55,000 +25.71%
Yorkshire +134 12 £47,500 -13.64% 2
Midlands +117 11 £60,000 -4.00% 3
North West +95 8 £60,000 - 8
East Midlands +85 7 £75,000 +36.36% 1
North East - 5 £40,000 - 2
West Midlands +87 4 £50,000 -20.00% 2
East of England +129 2 £52,500 +10.53% 3
BigQuery
UK

For the 6 months to 27 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 England region with a requirement for BigQuery.

1 210 (92.11%) GCP
2 145 (63.60%) SQL
3 139 (60.96%) Python
4 117 (51.32%) AWS
5 113 (49.56%) Google
6 96 (42.11%) Data Warehouse
7 88 (38.60%) ETL
8 84 (36.84%) Business Intelligence
9 73 (32.02%) Analytics
10 71 (31.14%) Finance
10 71 (31.14%) Agile Software Development
11 70 (30.70%) Amazon Redshift
12 60 (26.32%) Snowflake Schema
13 57 (25.00%) Data Modelling
13 57 (25.00%) Big Data
13 57 (25.00%) Azure
14 56 (24.56%) Tableau
14 56 (24.56%) Java
15 48 (21.05%) Looker
16 45 (19.74%) Data Lake
17 43 (18.86%) NoSQL
18 42 (18.42%) Visualisation
19 40 (17.54%) Machine Learning
20 38 (16.67%) Scrum
21 35 (15.35%) Data Science
22 34 (14.91%) Power Platform
22 34 (14.91%) Power BI
22 34 (14.91%) Data Engineering
22 34 (14.91%) MySQL
22 34 (14.91%) Amazon S3

BigQuery
Co-occurring IT Skills in England 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 32 (14.04%) Apache Spark
2 29 (12.72%) Apache Airflow
3 25 (10.96%) Elasticsearch
4 24 (10.53%) Apache
5 7 (3.07%) nginx
5 7 (3.07%) Tomcat
6 5 (2.19%) Apache Synapse
7 4 (1.75%) Luigi
8 3 (1.32%) Confluence
8 3 (1.32%) Jupyter
9 1 (0.44%) Apache Pig
9 1 (0.44%) Resin
Applications
1 8 (3.51%) Microsoft Excel
2 3 (1.32%) Microsoft Office
3 2 (0.88%) S-PLUS
4 1 (0.44%) Microsoft PowerPoint
Business Applications
1 4 (1.75%) Eikon
Cloud Services
1 210 (92.11%) GCP
2 117 (51.32%) AWS
3 57 (25.00%) Azure
4 34 (14.91%) Amazon S3
4 34 (14.91%) Power Platform
5 24 (10.53%) Serverless
6 17 (7.46%) Google Analytics
7 16 (7.02%) AWS Lambda
7 16 (7.02%) SaaS
8 15 (6.58%) Google App Engine
9 10 (4.39%) Amazon EC2
10 9 (3.95%) Amazon ECS
10 9 (3.95%) Amazon EKS
11 8 (3.51%) Cloud Computing
12 7 (3.07%) AdWords
12 7 (3.07%) Google Compute Engine
12 7 (3.07%) IaaS
13 6 (2.63%) Amazon Kinesis
14 5 (2.19%) GitHub
14 5 (2.19%) Stackdriver
Communications & Networking
1 8 (3.51%) DNS
2 2 (0.88%) Firewall
3 1 (0.44%) Internet
Database & Business Intelligence
1 96 (42.11%) Data Warehouse
2 70 (30.70%) Amazon Redshift
3 60 (26.32%) Snowflake Schema
4 57 (25.00%) Big Data
5 56 (24.56%) Tableau
6 48 (21.05%) Looker
7 45 (19.74%) Data Lake
8 43 (18.86%) NoSQL
9 34 (14.91%) MySQL
9 34 (14.91%) Power BI
10 26 (11.40%) SQL Server
11 24 (10.53%) Relational Database
12 21 (9.21%) Amazon Athena
13 20 (8.77%) PostgreSQL
14 19 (8.33%) Hadoop
15 18 (7.89%) Flink
16 15 (6.58%) Amazon RDS
17 12 (5.26%) Cloud Spanner
18 10 (4.39%) CloverETL
18 10 (4.39%) SQL Server Integration Services
Development Applications
1 11 (4.82%) JIRA
2 9 (3.95%) Git (software)
2 9 (3.95%) Jenkins
3 4 (1.75%) JUnit
3 4 (1.75%) Maven
4 3 (1.32%) CircleCI
4 3 (1.32%) Octopus Deploy
4 3 (1.32%) TeamCity
5 2 (0.88%) Bitbucket
5 2 (0.88%) GitLab
5 2 (0.88%) PHPUnit
5 2 (0.88%) Sonatype Nexus
6 1 (0.44%) Subversion
6 1 (0.44%) webpack
General
1 71 (31.14%) Finance
2 19 (8.33%) Banking
3 17 (7.46%) Marketing
4 16 (7.02%) Retail
5 14 (6.14%) Advertising
6 3 (1.32%) Games
7 1 (0.44%) Public Sector
7 1 (0.44%) Publishing
Job Titles
1 107 (46.93%) Data Engineer
2 37 (16.23%) Developer
3 29 (12.72%) Analyst
4 18 (7.89%) Senior Data Engineer
5 17 (7.46%) Python Engineer
6 16 (7.02%) SQL Analyst
7 15 (6.58%) Data Analyst
8 14 (6.14%) Architect
8 14 (6.14%) Cloud Engineer
9 12 (5.26%) Business Intelligence Developer
9 12 (5.26%) Platform Engineer
9 12 (5.26%) SQL Data Analyst
10 10 (4.39%) Python Developer
11 9 (3.95%) Data Scientist
11 9 (3.95%) Solutions Architect
12 8 (3.51%) Senior Developer
13 6 (2.63%) Business Developer
13 6 (2.63%) Software Engineer
14 5 (2.19%) AWS Engineer
14 5 (2.19%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 32 (14.04%) Kafka
2 18 (7.89%) .NET
2 18 (7.89%) Web Services
3 16 (7.02%) PySpark
4 13 (5.70%) REST
5 10 (4.39%) Node.js
6 9 (3.95%) SOAP
7 8 (3.51%) JSON
8 7 (3.07%) Apache Avro
8 7 (3.07%) GraphQL
9 6 (2.63%) Natural Language Processing
9 6 (2.63%) TensorFlow
10 5 (2.19%) Flask
11 4 (1.75%) Apache NiFi
11 4 (1.75%) HTML
11 4 (1.75%) Pandas
11 4 (1.75%) React
11 4 (1.75%) RESTful
12 3 (1.32%) GWT
12 3 (1.32%) Middleware
Miscellaneous
1 21 (9.21%) Analytical Skills
2 19 (8.33%) Greenfield Project
3 14 (6.14%) Data Structures
4 13 (5.70%) Cloud Native
5 12 (5.26%) Self-Motivation
6 11 (4.82%) Management Information System
6 11 (4.82%) Public Cloud
7 7 (3.07%) Replication
7 7 (3.07%) User Experience
8 5 (2.19%) FMCG
9 3 (1.32%) Data Centre
9 3 (1.32%) Linux Command Line
10 2 (0.88%) Algorithms
10 2 (0.88%) Music Streaming
10 2 (0.88%) Online Banking
10 2 (0.88%) Virtual Team
11 1 (0.44%) Digital Media
11 1 (0.44%) Distributed Denial-of-Service
11 1 (0.44%) Hybrid Cloud
11 1 (0.44%) Mobile App
Operating Systems
1 9 (3.95%) Linux
Processes & Methodologies
1 88 (38.60%) ETL
2 84 (36.84%) Business Intelligence
3 73 (32.02%) Analytics
4 71 (31.14%) Agile Software Development
5 57 (25.00%) Data Modelling
6 42 (18.42%) Visualisation
7 40 (17.54%) Machine Learning
8 38 (16.67%) Scrum
9 35 (15.35%) Data Science
10 34 (14.91%) Data Engineering
11 30 (13.16%) Software Engineering
12 29 (12.72%) DevOps
13 26 (11.40%) Fintech
14 23 (10.09%) Computer Science
14 23 (10.09%) Microservices
15 21 (9.21%) SDLC
16 20 (8.77%) Data Architecture
16 20 (8.77%) Mentoring
17 17 (7.46%) Data Visualisation
18 16 (7.02%) Data Analysis
Programming Languages
1 145 (63.60%) SQL
2 139 (60.96%) Python
3 56 (24.56%) Java
4 22 (9.65%) R
5 12 (5.26%) JavaScript
6 9 (3.95%) C#
7 8 (3.51%) Scala
8 6 (2.63%) TypeScript
9 5 (2.19%) Go
10 4 (1.75%) Kotlin
10 4 (1.75%) PHP
10 4 (1.75%) Ruby
11 3 (1.32%) C
11 3 (1.32%) C++
12 2 (0.88%) Bash Shell
12 2 (0.88%) MATLAB
12 2 (0.88%) T-SQL
12 2 (0.88%) VBA
13 1 (0.44%) Elm
13 1 (0.44%) PowerShell
Qualifications
1 19 (8.33%) Degree
2 4 (1.75%) PhD
3 2 (0.88%) Computer Science Degree
3 2 (0.88%) Master's Degree
Quality Assurance & Compliance
1 5 (2.19%) QA
1 5 (2.19%) SLA
2 4 (1.75%) GDPR
3 1 (0.44%) Data Quality
System Software
1 25 (10.96%) Docker
2 7 (3.07%) Varnish
3 2 (0.88%) Virtual Machines
4 1 (0.44%) VMware Infrastructure
Systems Management
1 30 (13.16%) Kubernetes
2 20 (8.77%) Terraform
3 10 (4.39%) Ansible
4 5 (2.19%) Cobbler
5 4 (1.75%) Oozie
6 2 (0.88%) Kibana
6 2 (0.88%) Prometheus
7 1 (0.44%) Istio
Vendors
1 113 (49.56%) Google
2 14 (6.14%) Databricks
3 13 (5.70%) Oracle
4 12 (5.26%) Microsoft
5 7 (3.07%) DoubleClick
6 5 (2.19%) Talend
7 4 (1.75%) Splunk
8 3 (1.32%) Percona
8 3 (1.32%) Teradata
9 2 (0.88%) Ab Initio
9 2 (0.88%) Amplitude
9 2 (0.88%) AppDynamics
9 2 (0.88%) Apple
10 1 (0.44%) Informatica
10 1 (0.44%) Netezza
10 1 (0.44%) VMware