Period
to 11 December 2019

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 11 December 2019 with a comparison to the same period in the previous 2 years.

Google BigQuery
England > London
6 months to
11 Dec 2019
Same period 2018 Same period 2017
Rank 493 664 756
Rank change year-on-year +171 +92 +35
Permanent jobs citing BigQuery 238 131 101
As % of all permanent IT jobs advertised in London 0.44% 0.20% 0.14%
As % of the Database & Business Intelligence category 1.58% 0.66% 0.46%
Number of salaries quoted 186 107 96
London median annual salary £70,000 £75,000 £65,000
Median salary % change year-on-year -6.67% +15.38% +8.33%
10th Percentile £48,750 £36,750 £46,250
90th Percentile £105,000 £115,000 £87,500
England median annual salary £65,000 £70,000 £62,500
% change year-on-year -7.14% +12.00% -1.96%

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 15,094 19,921 21,945
As % of all permanent IT jobs advertised in London 28.05% 29.93% 29.55%
Number of salaries quoted 12,525 16,368 17,653
London median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% +4.35%
10th Percentile £38,750 £37,500 £36,250
90th Percentile £100,000 £95,000 £88,750
England median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% +5.26%

BigQuery
Job Vacancy Trend in London

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

Job vacancy trend for BigQuery in London

BigQuery
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing BigQuery in London.

Salary trend for BigQuery in London

BigQuery
Salary Histogram in London

The salary distribution of IT jobs citing BigQuery in London over the 6 months to 11 December 2019.

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 11 December 2019. 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 +33 42 £70,000 +16.67% 14
West London +16 5 £65,000 -27.78% 10
East London - 3 £50,000 - 2
BigQuery
England

For the 6 months to 11 December 2019, 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.

1 228 (95.80%) GCP
2 182 (76.47%) Python
3 169 (71.01%) Google
4 157 (65.97%) AWS
5 150 (63.03%) SQL
6 121 (50.84%) Analytics
7 114 (47.90%) Data Science
8 107 (44.96%) ETL
9 101 (42.44%) Amazon Redshift
10 96 (40.34%) Apache Spark
11 95 (39.92%) Big Data
12 94 (39.50%) Business Intelligence
13 85 (35.71%) Data Warehouse
14 82 (34.45%) Hadoop
14 82 (34.45%) Machine Learning
15 74 (31.09%) Azure
16 72 (30.25%) Data Modelling
16 72 (30.25%) Java
17 71 (29.83%) Kafka
18 69 (28.99%) PostgreSQL
19 64 (26.89%) Apache Airflow
20 60 (25.21%) Analytical Skills
21 54 (22.69%) Tableau
22 53 (22.27%) NoSQL
23 50 (21.01%) Visualisation
24 49 (20.59%) Software Engineering
25 45 (18.91%) Apache Hive
25 45 (18.91%) Elasticsearch
26 44 (18.49%) Data Engineering
26 44 (18.49%) Finance

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 96 (40.34%) Apache Spark
2 64 (26.89%) Apache Airflow
3 45 (18.91%) Elasticsearch
4 39 (16.39%) Apache
5 26 (10.92%) Luigi
6 7 (2.94%) Apache Solr
7 6 (2.52%) Apache Pig
8 4 (1.68%) Jupyter
9 2 (0.84%) nginx
9 2 (0.84%) SAS
9 2 (0.84%) Tomcat
9 2 (0.84%) WordPress
10 1 (0.42%) OpenStack
10 1 (0.42%) Pachyderm
Applications
1 4 (1.68%) Microsoft Excel
2 2 (0.84%) Microsoft Office
2 2 (0.84%) Microsoft PowerPoint
Business Applications
1 2 (0.84%) Eikon
2 1 (0.42%) Sparx Enterprise Architect
Cloud Services
1 228 (95.80%) GCP
2 157 (65.97%) AWS
3 74 (31.09%) Azure
4 20 (8.40%) Amazon S3
5 18 (7.56%) Google Analytics
6 14 (5.88%) Amazon ECS
7 12 (5.04%) Power Platform
7 12 (5.04%) SaaS
8 8 (3.36%) GitHub
8 8 (3.36%) Serverless
9 6 (2.52%) AWS Lambda
10 5 (2.10%) IaaS
10 5 (2.10%) PaaS
11 4 (1.68%) Amazon EC2
11 4 (1.68%) Amazon Kinesis
11 4 (1.68%) Cloud Computing
12 3 (1.26%) Firebase
13 2 (0.84%) AWS CloudFormation
13 2 (0.84%) Slack
13 2 (0.84%) Zapier
Communications & Networking
1 13 (5.46%) HTTP
2 5 (2.10%) Internet
3 2 (0.84%) Broadband
3 2 (0.84%) SMS
3 2 (0.84%) TCP/IP
4 1 (0.42%) 4G
Database & Business Intelligence
1 101 (42.44%) Amazon Redshift
2 95 (39.92%) Big Data
3 85 (35.71%) Data Warehouse
4 82 (34.45%) Hadoop
5 69 (28.99%) PostgreSQL
6 53 (22.27%) NoSQL
7 45 (18.91%) Apache Hive
8 39 (16.39%) MySQL
9 38 (15.97%) Flink
10 36 (15.13%) Snowflake Schema
11 34 (14.29%) HBase
12 31 (13.03%) SQL Server
13 30 (12.61%) Presto
14 29 (12.18%) Looker
15 23 (9.66%) Relational Database
16 22 (9.24%) Apache Cassandra
17 19 (7.98%) SQL Server Analysis Services
18 15 (6.30%) Amazon Athena
18 15 (6.30%) Data Lake
19 14 (5.88%) Redis
Development Applications
1 22 (9.24%) Git (software)
2 15 (6.30%) ProC
3 11 (4.62%) Jenkins
4 10 (4.20%) JIRA
5 6 (2.52%) GitLab
6 4 (1.68%) Subversion
6 4 (1.68%) Travis CI
7 3 (1.26%) Maven
8 2 (0.84%) Bitbucket
8 2 (0.84%) WinDbg
9 1 (0.42%) CircleCI
9 1 (0.42%) ERwin
9 1 (0.42%) ESLint
9 1 (0.42%) GoCD
9 1 (0.42%) JMeter
9 1 (0.42%) Postman
General
1 44 (18.49%) Finance
2 22 (9.24%) Retail
3 21 (8.82%) Marketing
4 15 (6.30%) Games
5 13 (5.46%) Law
5 13 (5.46%) Publishing
6 11 (4.62%) Advertising
6 11 (4.62%) Legal
7 9 (3.78%) Financial Institution
8 7 (2.94%) Telecoms
9 6 (2.52%) Banking
9 6 (2.52%) Retail Banking
10 4 (1.68%) Automotive
10 4 (1.68%) Front Office
11 2 (0.84%) Investment Banking
11 2 (0.84%) Manufacturing
12 1 (0.42%) Multimedia
Job Titles
1 80 (33.61%) Data Engineer
2 33 (13.87%) Developer
3 31 (13.03%) Architect
4 29 (12.18%) Analyst
4 29 (12.18%) Data Architect
5 18 (7.56%) Senior Data Engineer
6 17 (7.14%) SQL Analyst
7 16 (6.72%) Business Intelligence Analyst
8 15 (6.30%) Python Developer
9 14 (5.88%) Consultant
9 14 (5.88%) Data Scientist
10 13 (5.46%) Cloud Engineer
11 12 (5.04%) Python Engineer
11 12 (5.04%) Software Engineer
12 11 (4.62%) Cloud Architect
12 11 (4.62%) Data Analyst
12 11 (4.62%) Full Stack Developer
12 11 (4.62%) Senior Data Scientist
13 10 (4.20%) Principal Consultant
13 10 (4.20%) Senior Analyst
Libraries, Frameworks & Software Standards
1 71 (29.83%) Kafka
2 43 (18.07%) Web Services
3 32 (13.45%) Apache Beam
4 31 (13.03%) Pandas
5 27 (11.34%) scikit-learn
6 14 (5.88%) Natural Language Processing
6 14 (5.88%) REST
7 8 (3.36%) HTML
8 7 (2.94%) NumPy
8 7 (2.94%) OAuth
8 7 (2.94%) React
9 6 (2.52%) Apache NiFi
9 6 (2.52%) Dask
9 6 (2.52%) Django
9 6 (2.52%) Flask
9 6 (2.52%) JSON
10 4 (1.68%) CSS
10 4 (1.68%) PySpark
10 4 (1.68%) RabbitMQ
10 4 (1.68%) XML
Miscellaneous
1 60 (25.21%) Analytical Skills
2 28 (11.76%) Algorithms
3 19 (7.98%) Data Structures
4 11 (4.62%) Virtual Team
5 10 (4.20%) Public Cloud
6 7 (2.94%) Cloud Native
7 6 (2.52%) Hedge funds
7 6 (2.52%) User Experience
8 5 (2.10%) Renewable Energy
8 5 (2.10%) Smart Energy
8 5 (2.10%) Smart Home
8 5 (2.10%) Social Media
9 4 (1.68%) Clustering
9 4 (1.68%) Digital Media
10 3 (1.26%) Replication
10 3 (1.26%) Taxonomies
11 2 (0.84%) Enterprise Cloud
11 2 (0.84%) Self-Motivation
11 2 (0.84%) Video\Live Streaming
12 1 (0.42%) Analytical Mindset
Operating Systems
1 39 (16.39%) Linux
2 11 (4.62%) Unix
Processes & Methodologies
1 121 (50.84%) Analytics
2 114 (47.90%) Data Science
3 107 (44.96%) ETL
4 94 (39.50%) Business Intelligence
5 82 (34.45%) Machine Learning
6 72 (30.25%) Data Modelling
7 50 (21.01%) Visualisation
8 49 (20.59%) Software Engineering
9 44 (18.49%) Data Engineering
10 41 (17.23%) Data Analytics
11 36 (15.13%) Agile Software Development
12 26 (10.92%) Fintech
13 22 (9.24%) DevOps
14 20 (8.40%) E-Commerce
14 20 (8.40%) Mathematics
15 19 (7.98%) Actionable Insight
15 19 (7.98%) Computer Science
16 18 (7.56%) Data Visualisation
17 17 (7.14%) Data Ingestion
18 16 (6.72%) Problem-Solving
Programming Languages
1 182 (76.47%) Python
2 150 (63.03%) SQL
3 72 (30.25%) Java
4 38 (15.97%) Scala
5 32 (13.45%) Go
6 24 (10.08%) JavaScript
7 22 (9.24%) R
8 19 (7.98%) PL/SQL
9 16 (6.72%) Shell Script
10 14 (5.88%) C
11 8 (3.36%) Bash Shell
12 6 (2.52%) TypeScript
13 5 (2.10%) C#
13 5 (2.10%) C++
13 5 (2.10%) MATLAB
13 5 (2.10%) PHP
14 4 (1.68%) Clojure
14 4 (1.68%) Kotlin
14 4 (1.68%) ML
14 4 (1.68%) Ruby
Qualifications
1 39 (16.39%) Degree
2 10 (4.20%) Computer Science Degree
3 7 (2.94%) Master's Degree
4 6 (2.52%) PhD
5 2 (0.84%) MBA
6 1 (0.42%) APMP
6 1 (0.42%) ITIL Certification
Quality Assurance & Compliance
1 14 (5.88%) Data Quality
2 6 (2.52%) ISO/IEC 27001
2 6 (2.52%) QA
3 1 (0.42%) EMIR
3 1 (0.42%) GDPR
3 1 (0.42%) MiFID
System Software
1 24 (10.08%) Docker
2 16 (6.72%) HDFS
3 3 (1.26%) Apache ZooKeeper
4 2 (0.84%) Varnish
5 1 (0.42%) Apache Flume
Systems Management
1 27 (11.34%) Kubernetes
2 15 (6.30%) Oozie
3 9 (3.78%) Kibana
4 7 (2.94%) Hadoop YARN
5 1 (0.42%) Ansible
5 1 (0.42%) Grafana
5 1 (0.42%) Prometheus
5 1 (0.42%) Terraform
Vendors
1 169 (71.01%) Google
2 54 (22.69%) Tableau
3 30 (12.61%) Teradata
4 25 (10.50%) Oracle
5 17 (7.14%) Splunk
6 11 (4.62%) Microsoft
7 9 (3.78%) Talend
8 6 (2.52%) Alteryx
9 5 (2.10%) Netezza
10 3 (1.26%) Ab Initio
10 3 (1.26%) Cloudera
10 3 (1.26%) Informatica
11 2 (0.84%) Freshdesk
11 2 (0.84%) HubSpot
11 2 (0.84%) MicroStrategy
11 2 (0.84%) Salesforce.com
11 2 (0.84%) Samsung
11 2 (0.84%) Sybase
11 2 (0.84%) Vertica
11 2 (0.84%) Zuora