Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 1 July 2022 with a comparison to the same period in the previous 2 years.

Google BigQuery
England > London
6 months to
1 Jul 2022		 Same period 2021 Same period 2020
Rank 247 333 386
Rank change year-on-year +86 +53 +186
Permanent jobs citing BigQuery 1,261 402 209
As % of all permanent jobs advertised in London 1.65% 0.97% 0.63%
As % of the Database & Business Intelligence category 5.18% 3.10% 2.28%
Number of salaries quoted 220 232 171
10th Percentile £43,750 £46,593 £47,500
25th Percentile £55,000 £57,500 £60,000
Median annual salary (50th Percentile) £70,000 £72,500 £72,500
Median % change year-on-year -3.45% - -6.45%
75th Percentile £90,000 £85,000 £86,875
90th Percentile £105,000 £95,000 £101,250
England median annual salary £68,500 £65,000 £67,500
% change year-on-year +5.38% -3.70% +3.85%

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 24,335 12,968 9,172
As % of all permanent IT jobs advertised in London 31.83% 31.26% 27.84%
Number of salaries quoted 9,277 8,175 7,477
10th Percentile £45,000 £43,750 £41,250
25th Percentile £53,750 £52,500 £51,250
Median annual salary (50th Percentile) £70,000 £70,000 £67,500
Median % change year-on-year - +3.70% +3.85%
75th Percentile £90,000 £87,500 £85,000
90th Percentile £110,000 £102,500 £102,500
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

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 1 July 2022.

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 1 July 2022. 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
Jobs
West London +21 83 £60,000 -14.29% 6
South London - 42 - -
Central London -49 27 £67,500 -15.63% 3
East London -38 18 £50,000 -23.08% 3
North London -24 9 £40,000 -12.13%
BigQuery
England

For the 6 months to 1 July 2022, 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 1,158 (91.83%) GCP
2 901 (71.45%) Python
3 863 (68.44%) SQL
4 763 (60.51%) Google
5 605 (47.98%) Analytics
6 572 (45.36%) Agile
7 551 (43.70%) AWS
8 511 (40.52%) Java
9 476 (37.75%) Kubernetes
10 437 (34.66%) Data Science
11 379 (30.06%) Data Engineering
12 355 (28.15%) Finance
13 347 (27.52%) Business Intelligence
14 343 (27.20%) Social Skills
15 342 (27.12%) CI/CD
16 320 (25.38%) Machine Learning
17 316 (25.06%) Analytical Skills
18 308 (24.43%) Azure
19 307 (24.35%) Docker
20 305 (24.19%) Terraform
21 303 (24.03%) Data Pipeline
22 302 (23.95%) Software Engineering
23 290 (23.00%) Inclusion and Diversity
24 288 (22.84%) ETL
24 288 (22.84%) Kafka
25 282 (22.36%) Mentoring
26 276 (21.89%) Amazon Redshift
27 263 (20.86%) Data Warehouse
28 262 (20.78%) Tableau
29 259 (20.54%) 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
1 233 (18.48%) Apache Airflow
2 232 (18.40%) Apache Spark
3 164 (13.01%) Apache
4 42 (3.33%) nginx
5 21 (1.67%) Apache Pulsar
6 17 (1.35%) CMS
6 17 (1.35%) Jupyter
7 14 (1.11%) Confluence
7 14 (1.11%) Luigi
8 2 (0.16%) SharePoint
9 1 (0.079%) Adobe Experience Manager
9 1 (0.079%) Apache Pig
9 1 (0.079%) Ethereum
9 1 (0.079%) Mule ESB
9 1 (0.079%) Oracle Workflow
9 1 (0.079%) SAS
9 1 (0.079%) Tomcat
Applications
1 13 (1.03%) Microsoft Excel
2 6 (0.48%) Microsoft PowerPoint
3 5 (0.40%) Adobe Captivate
4 4 (0.32%) Microsoft Office
Business Applications
1 19 (1.51%) Oracle Payables
2 18 (1.43%) Dynamics CRM
3 2 (0.16%) Cloudability
Cloud Services
1 1,158 (91.83%) GCP
2 551 (43.70%) AWS
3 308 (24.43%) Azure
4 259 (20.54%) Snowflake
5 193 (15.31%) dbt
6 190 (15.07%) Power Platform
7 186 (14.75%) Google Kubernetes Engine
7 186 (14.75%) Serverless
8 130 (10.31%) Amazon S3
9 129 (10.23%) Google Data Studio
10 127 (10.07%) Amazon Kinesis
10 127 (10.07%) Cloud Functions
11 115 (9.12%) Google App Engine
12 112 (8.88%) Google Compute Engine
13 109 (8.64%) Dialogflow
14 99 (7.85%) Google Analytics
15 87 (6.90%) Amazon ECS
16 84 (6.66%) Virtual Private Cloud
17 66 (5.23%) SaaS
18 56 (4.44%) GitHub
Communications & Networking
1 67 (5.31%) Broadband
2 59 (4.68%) Network Security
3 54 (4.28%) Firewall
4 13 (1.03%) Internet
5 8 (0.63%) SSL
6 3 (0.24%) DNS
7 2 (0.16%) SSH
7 2 (0.16%) tcpdump
8 1 (0.079%) HTTP
8 1 (0.079%) LAN
8 1 (0.079%) Skype
8 1 (0.079%) TCP/IP
8 1 (0.079%) VPN
8 1 (0.079%) WAN
Database & Business Intelligence
1 276 (21.89%) Amazon Redshift
2 263 (20.86%) Data Warehouse
3 262 (20.78%) Tableau
4 251 (19.90%) Looker
5 198 (15.70%) NoSQL
6 195 (15.46%) Big Data
7 190 (15.07%) Power BI
8 177 (14.04%) Relational Database
9 153 (12.13%) Hadoop
9 153 (12.13%) MySQL
10 120 (9.52%) MongoDB
11 117 (9.28%) Cloud Spanner
12 112 (8.88%) Data Lake
12 112 (8.88%) PostgreSQL
13 107 (8.49%) Flink
14 90 (7.14%) Elasticsearch
15 89 (7.06%) Redis
16 66 (5.23%) Amazon RDS
17 60 (4.76%) Apache Hive
18 59 (4.68%) HBase
Development Applications
1 241 (19.11%) Git (software)
2 160 (12.69%) Jenkins
3 96 (7.61%) Maven
4 55 (4.36%) CircleCI
5 36 (2.85%) JIRA
6 28 (2.22%) Cypress.io
7 21 (1.67%) Atlassian Bamboo
7 21 (1.67%) GoCD
7 21 (1.67%) JMeter
7 21 (1.67%) JUnit
7 21 (1.67%) SonarQube
8 17 (1.35%) Babel
8 17 (1.35%) Grunt
8 17 (1.35%) webpack
9 16 (1.27%) Bitbucket
9 16 (1.27%) GitLab
10 9 (0.71%) Travis CI
11 5 (0.40%) CocoaPods
11 5 (0.40%) Gradle
11 5 (0.40%) Sonatype Nexus
General
1 355 (28.15%) Finance
2 343 (27.20%) Social Skills
3 316 (25.06%) Analytical Skills
4 290 (23.00%) Inclusion and Diversity
5 238 (18.87%) Marketing
6 232 (18.40%) Retail
7 167 (13.24%) Games
8 109 (8.64%) Manufacturing
9 103 (8.17%) Banking
10 101 (8.01%) Advertising
11 74 (5.87%) Presentation Skills
12 52 (4.12%) Music Industry
13 22 (1.74%) Telecoms
14 20 (1.59%) Automotive
14 20 (1.59%) Law
15 18 (1.43%) Publishing
16 16 (1.27%) Esports
17 14 (1.11%) Pharmaceutical
18 13 (1.03%) Legal
19 4 (0.32%) Wholesale Banking
Job Titles
1 310 (24.58%) Data Engineer
2 233 (18.48%) Analyst
3 132 (10.47%) Cloud Engineer
3 132 (10.47%) GCP Engineer
4 129 (10.23%) Data Analyst
5 112 (8.88%) Senior Data Engineer
6 107 (8.49%) Developer
7 86 (6.82%) Software Engineer
8 69 (5.47%) Senior Analyst
9 59 (4.68%) Architect
10 44 (3.49%) Engineering Manager
10 44 (3.49%) Senior Manager
11 41 (3.25%) Senior Architect
12 36 (2.85%) Data Scientist
13 33 (2.62%) Data Architect
14 30 (2.38%) Java Developer
15 29 (2.30%) Software Developer
16 28 (2.22%) Business Intelligence Analyst
17 27 (2.14%) Technical Leader
18 26 (2.06%) Data Consultant
Libraries, Frameworks & Software Standards
1 288 (22.84%) Kafka
2 217 (17.21%) Apache Beam
3 111 (8.80%) REST
4 104 (8.25%) React
5 85 (6.74%) Spark Streaming
6 81 (6.42%) Pandas
7 76 (6.03%) scikit-learn
8 68 (5.39%) TensorFlow
9 67 (5.31%) Node.js
10 62 (4.92%) Keras
11 61 (4.84%) HTML
12 59 (4.68%) OAuth
13 56 (4.44%) Ruby on Rails
13 56 (4.44%) Sinatra
14 55 (4.36%) CSS
15 54 (4.28%) Matplotlib
16 52 (4.12%) D3.js
17 50 (3.97%) React Native
17 50 (3.97%) Spring
18 49 (3.89%) GraphQL
Miscellaneous
1 183 (14.51%) Algorithms
2 175 (13.88%) Data Structures
3 108 (8.56%) Legacy Applications
3 108 (8.56%) Life Science
4 102 (8.09%) User Experience
5 92 (7.30%) Cloud Native
6 63 (5.00%) Blog
7 58 (4.60%) Online Games
8 56 (4.44%) Self-Motivation
9 45 (3.57%) Greenfield Project
10 42 (3.33%) Social Media
11 41 (3.25%) Virtual Team
12 39 (3.09%) Marketing Technology
13 37 (2.93%) Digital Media
14 32 (2.54%) Hackathon
15 25 (1.98%) Linux Command Line
15 25 (1.98%) Mobile App
15 25 (1.98%) Public Cloud
15 25 (1.98%) Sports Betting
16 20 (1.59%) Legacy Systems
Operating Systems
1 146 (11.58%) Linux
2 44 (3.49%) Apple iOS
3 38 (3.01%) Android
4 24 (1.90%) Unix
5 15 (1.19%) VMS
5 15 (1.19%) Windows
6 8 (0.63%) Red Hat Enterprise Linux
7 2 (0.16%) CentOS
7 2 (0.16%) Debian
7 2 (0.16%) Ubuntu
Processes & Methodologies
1 605 (47.98%) Analytics
2 572 (45.36%) Agile
3 437 (34.66%) Data Science
4 379 (30.06%) Data Engineering
5 347 (27.52%) Business Intelligence
6 342 (27.12%) CI/CD
7 320 (25.38%) Machine Learning
8 303 (24.03%) Data Pipeline
9 302 (23.95%) Software Engineering
10 288 (22.84%) ETL
11 282 (22.36%) Mentoring
12 254 (20.14%) Data Modelling
13 245 (19.43%) Visualisation
14 237 (18.79%) Coaching
15 227 (18.00%) Data Analysis
16 221 (17.53%) Problem-Solving
17 220 (17.45%) Artificial Intelligence
18 219 (17.37%) Microservices
19 171 (13.56%) DevOps
20 162 (12.85%) Event-Driven
Programming Languages
1 901 (71.45%) Python
2 863 (68.44%) SQL
3 511 (40.52%) Java
4 244 (19.35%) JavaScript
5 147 (11.66%) R
6 146 (11.58%) Scala
7 130 (10.31%) Bash
8 100 (7.93%) TypeScript
9 94 (7.45%) Ruby
10 91 (7.22%) Go
11 54 (4.28%) Groovy
12 33 (2.62%) C#
13 28 (2.22%) Rust
14 27 (2.14%) C
14 27 (2.14%) PHP
15 13 (1.03%) Lua
16 12 (0.95%) Kotlin
17 10 (0.79%) C++
18 6 (0.48%) Julia
18 6 (0.48%) Shell Script
Qualifications
1 196 (15.54%) Degree
2 77 (6.11%) Computer Science Degree
3 66 (5.23%) Master's Degree
4 26 (2.06%) Numerate Degree
5 19 (1.51%) AWS Certification
6 12 (0.95%) ITIL Certification
7 3 (0.24%) ACCA
7 3 (0.24%) CISA
8 2 (0.16%) TOGAF Certification
9 1 (0.079%) DV Cleared
9 1 (0.079%) SC Cleared
9 1 (0.079%) Security Cleared
Quality Assurance & Compliance
1 98 (7.77%) Data Quality
2 74 (5.87%) QA
3 19 (1.51%) Actionable Recommendations
4 18 (1.43%) GDPR
5 9 (0.71%) Accessibility
6 6 (0.48%) SLA
System Software
1 307 (24.35%) Docker
2 54 (4.28%) Virtual Machines
3 42 (3.33%) Apache Flume
4 9 (0.71%) Apache ZooKeeper
5 2 (0.16%) Active Directory
5 2 (0.16%) etcd
5 2 (0.16%) HDFS
Systems Management
1 476 (37.75%) Kubernetes
2 305 (24.19%) Terraform
3 146 (11.58%) Ansible
4 74 (5.87%) Puppet
5 54 (4.28%) Opscode Chef
6 46 (3.65%) Oozie
7 32 (2.54%) Prometheus
8 6 (0.48%) Kubeflow
9 3 (0.24%) Istio
10 2 (0.16%) Grafana
10 2 (0.16%) linkerd
11 1 (0.079%) Nagios
11 1 (0.079%) Pingdom
Vendors
1 763 (60.51%) Google
2 93 (7.38%) Microsoft
3 73 (5.79%) Spotify
4 60 (4.76%) Teradata
5 52 (4.12%) Splunk
6 47 (3.73%) Databricks
7 46 (3.65%) Cloudera
7 46 (3.65%) Oracle
8 32 (2.54%) Snowplow
9 30 (2.38%) AppDynamics
9 30 (2.38%) BT
10 28 (2.22%) Facebook
11 24 (1.90%) Amplitude
12 20 (1.59%) Alteryx
13 19 (1.51%) CA
14 16 (1.27%) Apple
14 16 (1.27%) Salesforce Marketing Cloud
14 16 (1.27%) Salesforce.com
15 15 (1.19%) Informatica
15 15 (1.19%) TOWER Software