BigQuery Contracts

Google BigQuery
UK

The following table provides summary statistics for contract job vacancies with a requirement for BigQuery skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited BigQuery over the 6 months to 15 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
15 May 2024
Same period 2023 Same period 2022
Rank 399 494 497
Rank change year-on-year +95 +3 -91
Contract jobs citing BigQuery 175 210 400
As % of all contract jobs advertised in the UK 0.41% 0.37% 0.46%
As % of the Database & Business Intelligence category 2.41% 2.06% 2.29%
Number of daily rates quoted 122 157 280
10th Percentile £375 £394 £462
25th Percentile £436 £500 £500
Median daily rate (50th Percentile) £525 £588 £600
Median % change year-on-year -10.64% -2.08% -
75th Percentile £638 £688 £750
90th Percentile £700 £750 £825
UK excluding London median daily rate £507 £500 £600
% change year-on-year +1.40% -16.67% +14.29%
Number of hourly rates quoted 5 2 4
10th Percentile £29.15 £78.75 £22.55
25th Percentile £31.25 £80.63 £24.13
Median hourly rate £32.50 £85.00 £25.63
Median % change year-on-year -61.76% +231.71% +2.50%
75th Percentile £33.75 £88.13 £28.91
90th Percentile £43.65 £89.25 £32.56
UK excluding London median hourly rate £30.50 - £24.00
% change year-on-year - - +28.00%

All Database and Business Intelligence Skills
UK

BigQuery is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for database or business intelligence skills.

Contract vacancies with a requirement for database or business intelligence skills 7,263 10,212 17,493
As % of all contract IT jobs advertised in the UK 17.07% 17.88% 20.00%
Number of daily rates quoted 5,202 7,271 12,451
10th Percentile £350 £375 £375
25th Percentile £425 £450 £450
Median daily rate (50th Percentile) £525 £540 £545
Median % change year-on-year -2.78% -0.92% +9.00%
75th Percentile £650 £663 £650
90th Percentile £775 £750 £750
UK excluding London median daily rate £475 £500 £495
% change year-on-year -5.00% +1.01% +10.92%
Number of hourly rates quoted 145 180 194
10th Percentile £14.00 £21.24 £15.37
25th Percentile £20.98 £32.30 £22.43
Median hourly rate £40.00 £60.00 £45.00
Median % change year-on-year -33.33% +33.33% +69.81%
75th Percentile £61.60 £73.75 £64.94
90th Percentile £74.00 £82.55 £75.00
UK excluding London median hourly rate £40.00 £56.95 £35.00
% change year-on-year -29.76% +62.71% +43.44%

BigQuery
Job Vacancy Trend

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

Job vacancy trend for BigQuery in the UK

BigQuery
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing BigQuery.

Daily rate trend for BigQuery in the UK

BigQuery
Daily Rate Histogram

Daily rate distribution for jobs citing BigQuery over the 6 months to 15 May 2024.

Daily rate histogram for BigQuery in the UK

BigQuery
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing BigQuery.

Hourly rate trend for BigQuery in the UK

BigQuery
Hourly Rate Histogram

Hourly rate distribution of jobs citing BigQuery over the 6 months to 15 May 2024.

Hourly rate histogram for BigQuery in the UK

BigQuery
Top 15 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing BigQuery within the UK over the 6 months to 15 May 2024. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England +75 154 £528 -12.08% 106
London +60 104 £531 -12.95% 62
Work from Home +113 79 £530 -13.47% 70
UK excluding London +56 45 £507 +1.40% 50
North of England +39 26 £507 -1.07% 21
Yorkshire +31 15 £507 -15.50% 10
North West +26 11 £406 -0.91% 10
South East +14 7 £345 -1.43% 10
Scotland +50 5 £638 +59.38% 4
Midlands +32 3 £513 +2.50% 6
West Midlands +18 2 £513 +2.50% 3
East of England - 2 £538 - 3
Wales +16 1 - - 5
South West +14 1 £550 +37.50% 1
East Midlands - 1 - - 3

BigQuery
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 20 (11.43%) Apache Airflow
2 17 (9.71%) Apache Spark
3 7 (4.00%) Oracle Workflow
4 5 (2.86%) Apache
5 3 (1.71%) Apache Solr
5 3 (1.71%) Confluence
6 2 (1.14%) nginx
6 2 (1.14%) SharePoint
7 1 (0.57%) Jupyter
7 1 (0.57%) SAS
Applications
1 4 (2.29%) Microsoft Excel
Cloud Services
1 152 (86.86%) GCP
2 25 (14.29%) GitHub
3 24 (13.71%) Power Platform
4 19 (10.86%) Google Analytics
4 19 (10.86%) Google Kubernetes Engine
5 17 (9.71%) Azure
5 17 (9.71%) Google Compute Engine
6 15 (8.57%) AWS
7 14 (8.00%) Vertex AI
8 12 (6.86%) Cloud Computing
8 12 (6.86%) dbt
8 12 (6.86%) GitHub Actions
9 11 (6.29%) Cloud Run
10 9 (5.14%) Amazon S3
10 9 (5.14%) Cloud Functions
10 9 (5.14%) Serverless
11 8 (4.57%) Google Data Studio
12 7 (4.00%) Azure Data Lake Analytics
12 7 (4.00%) Google App Engine
13 6 (3.43%) Adobe Analytics
Communications & Networking
1 5 (2.86%) HTTP
2 1 (0.57%) FTP
Database & Business Intelligence
1 48 (27.43%) Data Warehouse
2 32 (18.29%) Big Data
3 24 (13.71%) Power BI
4 23 (13.14%) Data Lake
5 22 (12.57%) Looker
6 19 (10.86%) Tableau
7 16 (9.14%) Amazon Redshift
8 15 (8.57%) Relational Database
9 14 (8.00%) Metadata
10 12 (6.86%) Hadoop
11 11 (6.29%) PostgreSQL
12 9 (5.14%) Amazon Athena
13 7 (4.00%) Amazon RDS
13 7 (4.00%) RDBMS
14 6 (3.43%) NoSQL
14 6 (3.43%) Spark SQL
14 6 (3.43%) SQL Server
15 5 (2.86%) Bigtable
15 5 (2.86%) MongoDB
16 4 (2.29%) Apache Hive
Development Applications
1 18 (10.29%) Git
2 16 (9.14%) Jenkins
3 6 (3.43%) JIRA
4 5 (2.86%) Postman
5 2 (1.14%) Liquibase
5 2 (1.14%) Terragrunt
6 1 (0.57%) GitLab
6 1 (0.57%) Selenium
6 1 (0.57%) SoapUI
6 1 (0.57%) Visual Studio
General
1 37 (21.14%) Social Skills
2 26 (14.86%) Finance
3 23 (13.14%) Analytical Skills
4 17 (9.71%) Public Sector
5 16 (9.14%) Banking
6 13 (7.43%) Retail
7 7 (4.00%) Marketing
8 5 (2.86%) Advertising
8 5 (2.86%) Investment Banking
9 4 (2.29%) Presentation Skills
9 4 (2.29%) Telecoms
10 2 (1.14%) Billing
10 2 (1.14%) Czech Language
10 2 (1.14%) Legal
10 2 (1.14%) Publishing
11 1 (0.57%) Automotive
11 1 (0.57%) Law
11 1 (0.57%) Multimedia
11 1 (0.57%) Pharmaceutical
11 1 (0.57%) Tech for Good
Job Titles
1 44 (25.14%) Data Engineer
2 38 (21.71%) Architect
3 29 (16.57%) Analyst
3 29 (16.57%) GCP Engineer
4 20 (11.43%) Data Analyst
5 19 (10.86%) Senior
6 16 (9.14%) GCP Data Engineer
7 15 (8.57%) GCP Architect
8 13 (7.43%) Data Architect
9 11 (6.29%) Developer
10 10 (5.71%) Solutions Architect
11 8 (4.57%) Cloud Engineer
11 8 (4.57%) Security Engineer
11 8 (4.57%) Senior Data Engineer
12 7 (4.00%) Cloud Architect
12 7 (4.00%) Data Scientist
12 7 (4.00%) Java Engineer
13 6 (3.43%) Java Architect
13 6 (3.43%) Performance Analyst
14 5 (2.86%) ETL Architect
Libraries, Frameworks & Software Standards
1 13 (7.43%) Kafka
2 11 (6.29%) Node.js
3 10 (5.71%) CSS
3 10 (5.71%) HTML
4 8 (4.57%) jQuery
5 7 (4.00%) OAuth
5 7 (4.00%) Spring Boot
6 6 (3.43%) .NET
6 6 (3.43%) Pandas
6 6 (3.43%) TensorFlow
7 5 (2.86%) AngularJS
7 5 (2.86%) DOM
7 5 (2.86%) JSON
7 5 (2.86%) RESTful
7 5 (2.86%) scikit-learn
7 5 (2.86%) Swagger
8 4 (2.29%) Express.js
9 3 (1.71%) CSS3
9 3 (1.71%) HTML5
9 3 (1.71%) REST
Miscellaneous
1 12 (6.86%) Management Information System
2 10 (5.71%) Team-Oriented Environment
3 7 (4.00%) Algorithms
3 7 (4.00%) Analytical Mindset
3 7 (4.00%) Public Cloud
4 5 (2.86%) Marketing Technology
4 5 (2.86%) Reference Data
5 4 (2.29%) Distributed Systems
5 4 (2.29%) Equities
5 4 (2.29%) Security Posture
6 3 (1.71%) Cloud Native
6 3 (1.71%) Data Structures
6 3 (1.71%) Greenfield Project
6 3 (1.71%) Legacy Systems
7 2 (1.14%) Cyber Threat
7 2 (1.14%) Data Fabric
7 2 (1.14%) Data Protection Act
7 2 (1.14%) Product Ownership
7 2 (1.14%) Reinsurance
7 2 (1.14%) Social Media
Operating Systems
1 7 (4.00%) Linux
2 6 (3.43%) Windows
3 4 (2.29%) Unix
4 2 (1.14%) Windows Server
4 2 (1.14%) zOS
Processes & Methodologies
1 59 (33.71%) Analytics
2 57 (32.57%) ETL
3 56 (32.00%) Data Modelling
4 38 (21.71%) Data Science
4 38 (21.71%) DevOps
5 34 (19.43%) Infrastructure as Code
5 34 (19.43%) Machine Learning
6 33 (18.86%) Business Intelligence
7 32 (18.29%) Data Pipeline
8 31 (17.71%) CI/CD
9 28 (16.00%) Data Engineering
10 25 (14.29%) Agile
11 24 (13.71%) Artificial Intelligence
12 22 (12.57%) Computer Science
13 20 (11.43%) Problem-Solving
14 19 (10.86%) Containerisation
15 18 (10.29%) Data Ingestion
15 18 (10.29%) Identity Access Management
15 18 (10.29%) Migration
16 16 (9.14%) Data Analytics
Programming Languages
1 95 (54.29%) Python
2 89 (50.86%) SQL
3 36 (20.57%) Java
4 14 (8.00%) JavaScript
5 13 (7.43%) Bash
6 7 (4.00%) Go
6 7 (4.00%) Scala
7 6 (3.43%) TypeScript
8 4 (2.29%) R
9 3 (1.71%) C#
10 2 (1.14%) Groovy
10 2 (1.14%) Rust
10 2 (1.14%) T-SQL
10 2 (1.14%) U-SQL
10 2 (1.14%) VBA
11 1 (0.57%) Data Analysis Expressions
11 1 (0.57%) MATLAB
11 1 (0.57%) PowerShell
Qualifications
1 21 (12.00%) Degree
2 20 (11.43%) Computer Science Degree
3 16 (9.14%) Security Cleared
4 12 (6.86%) SC Cleared
5 5 (2.86%) CISSP
6 2 (1.14%) Master's Degree
Quality Assurance & Compliance
1 14 (8.00%) Data Quality
2 9 (5.14%) QA
3 2 (1.14%) GDPR
4 1 (0.57%) Disclosure Scotland
System Software
1 11 (6.29%) Docker
2 2 (1.14%) HDFS
Systems Management
1 50 (28.57%) Terraform
2 24 (13.71%) Kubernetes
3 8 (4.57%) Ansible
4 2 (1.14%) Ambari
4 2 (1.14%) Oozie
5 1 (0.57%) Grafana
5 1 (0.57%) Prometheus
5 1 (0.57%) Rundeck
Vendors
1 99 (56.57%) Google
2 11 (6.29%) Oracle
3 8 (4.57%) Microsoft
4 6 (3.43%) Adobe
4 6 (3.43%) Databricks
4 6 (3.43%) Monetate
4 6 (3.43%) Optimizely
5 5 (2.86%) Ensighten
5 5 (2.86%) Omniture
5 5 (2.86%) Tealium
6 3 (1.71%) Alteryx
7 2 (1.14%) Brandwatch
7 2 (1.14%) F5
7 2 (1.14%) Facebook
7 2 (1.14%) Hootsuite
7 2 (1.14%) Instagram
7 2 (1.14%) Splunk
7 2 (1.14%) Symantec
7 2 (1.14%) Twitter
7 2 (1.14%) YouTube