BigQuery Contracts

Google BigQuery
UK

The table below provides summary statistics for contract job vacancies requiring BigQuery skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited BigQuery over the 6 months leading up to 30 April 2025, comparing them to the same period in the previous two years.

6 months to
30 Apr 2025
Same period 2024 Same period 2023
Rank 387 445 502
Rank change year-on-year +58 +57 -10
Contract jobs citing BigQuery 132 156 212
As % of all contract jobs advertised in the UK 0.45% 0.36% 0.36%
As % of the Database & Business Intelligence category 2.38% 2.14% 1.97%
Number of daily rates quoted 87 110 158
10th Percentile £313 £393 £400
25th Percentile £409 £450 £507
Median daily rate (50th Percentile) £500 £531 £575
Median % change year-on-year -5.75% -7.74% -4.17%
75th Percentile £556 £638 £688
90th Percentile £708 £703 £741
UK excluding London median daily rate £463 £500 £500
% change year-on-year -7.50% - -16.67%
Number of hourly rates quoted 4 5 2
10th Percentile - £29.15 £78.75
25th Percentile £51.25 £31.25 £80.63
Median hourly rate £54.00 £32.50 £85.00
Median % change year-on-year +66.15% -61.76% +223.81%
75th Percentile £57.00 £33.75 £88.13
90th Percentile £59.25 £43.65 £89.25
UK excluding London median hourly rate - £30.50 -

All Database and Business Intelligence Skills
UK

BigQuery falls under the Databases and Business Intelligence category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring database or business intelligence skills.

Contract vacancies with a requirement for database or business intelligence skills 5,544 7,303 10,767
As % of all contract IT jobs advertised in the UK 18.96% 16.75% 18.04%
Number of daily rates quoted 3,832 5,193 7,664
10th Percentile £356 £350 £375
25th Percentile £420 £425 £450
Median daily rate (50th Percentile) £525 £525 £540
Median % change year-on-year - -2.78% -1.78%
75th Percentile £638 £650 £660
90th Percentile £763 £763 £750
UK excluding London median daily rate £489 £480 £500
% change year-on-year +1.88% -4.00% +2.56%
Number of hourly rates quoted 105 144 183
10th Percentile £20.09 £14.00 £21.24
25th Percentile £24.25 £20.98 £35.00
Median hourly rate £33.11 £40.00 £60.00
Median % change year-on-year -17.23% -33.33% +41.18%
75th Percentile £65.00 £58.55 £70.88
90th Percentile £74.75 £72.50 £79.19
UK excluding London median hourly rate £30.00 £40.00 £58.05
% change year-on-year -25.00% -31.09% +65.84%

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 30 April 2025.

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
Top 14 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 30 April 2025. 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 +38 117 £500 -5.84% 180
London +18 78 £525 -1.87% 141
Work from Home +28 47 £450 -15.89% 116
UK excluding London +52 36 £463 -7.50% 42
North of England +33 23 £475 +5.56% 21
Yorkshire +22 15 £508 -13.53% 8
North West +9 8 £475 +18.75% 11
Midlands +23 5 £413 -17.50% 6
East of England +35 4 £315 -41.40%
South East +39 3 £425 +23.19% 8
West Midlands +14 3 £350 -30.00% 3
East Midlands +11 2 £475 - 3
South West +45 1 £650 +18.18% 3
Northern Ireland - 1 - -

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 26 (19.70%) Apache Airflow
2 18 (13.64%) Apache Spark
3 17 (12.88%) Apache
4 2 (1.52%) Confluence
5 1 (0.76%) Adobe Experience Manager
5 1 (0.76%) Luigi
Applications
1 6 (4.55%) Microsoft Excel
2 3 (2.27%) Microsoft Project
3 1 (0.76%) Microsoft Office
3 1 (0.76%) Microsoft PowerPoint
Business Applications
1 2 (1.52%) Sprinklr
2 1 (0.76%) Adobe Campaign
2 1 (0.76%) Magento
2 1 (0.76%) SAP S/4HANA
2 1 (0.76%) Shopify
Cloud Services
1 116 (87.88%) GCP
2 28 (21.21%) Snowflake
3 27 (20.45%) dbt
4 25 (18.94%) AWS
5 24 (18.18%) Azure
6 20 (15.15%) Power Platform
7 15 (11.36%) GitHub
8 8 (6.06%) Google Analytics
9 7 (5.30%) Cloud Composer
9 7 (5.30%) Cloud Run
10 6 (4.55%) Google Compute Engine
11 5 (3.79%) Amazon S3
11 5 (3.79%) Cloud Functions
11 5 (3.79%) Collibra
11 5 (3.79%) Vertex AI
12 4 (3.03%) Google Data Studio
12 4 (3.03%) Google Tag Manager
13 3 (2.27%) AWS Data Pipeline
13 3 (2.27%) Entra ID
13 3 (2.27%) Google Ads
Database & Business Intelligence
1 48 (36.36%) Data Warehouse
2 32 (24.24%) Looker
3 24 (18.18%) Tableau
4 20 (15.15%) Power BI
5 19 (14.39%) Amazon Redshift
6 11 (8.33%) Data Lake
7 9 (6.82%) NoSQL
8 8 (6.06%) Flink
9 7 (5.30%) Hadoop
9 7 (5.30%) Metadata
10 6 (4.55%) Big Data
10 6 (4.55%) Relational Database
11 4 (3.03%) Parquet
12 3 (2.27%) Amazon Athena
12 3 (2.27%) Apache Hive
12 3 (2.27%) Bigtable
12 3 (2.27%) Power Query
12 3 (2.27%) PowerPivot
12 3 (2.27%) RDBMS
12 3 (2.27%) Spark SQL
Development Applications
1 10 (7.58%) JIRA
2 8 (6.06%) Git
2 8 (6.06%) Jenkins
3 3 (2.27%) Zephyr
4 2 (1.52%) Jaeger
4 2 (1.52%) Postman
4 2 (1.52%) Selenium
4 2 (1.52%) SoapUI
5 1 (0.76%) Atlassian Bamboo
5 1 (0.76%) Bitbucket
5 1 (0.76%) RStudio
5 1 (0.76%) SonarQube
5 1 (0.76%) TeamCity
5 1 (0.76%) Terragrunt
General
1 41 (31.06%) Social Skills
2 23 (17.42%) Finance
3 20 (15.15%) Analytical Skills
4 10 (7.58%) Marketing
5 8 (6.06%) Banking
6 5 (3.79%) Advertising
6 5 (3.79%) Retail
7 3 (2.27%) Financial Institution
8 2 (1.52%) Health Technology
8 2 (1.52%) Inclusion and Diversity
8 2 (1.52%) Influencing Skills
8 2 (1.52%) Pharmaceutical
8 2 (1.52%) Public Sector
8 2 (1.52%) Telecoms
8 2 (1.52%) Wholesale Banking
9 1 (0.76%) Documentation Skills
9 1 (0.76%) Manufacturing
9 1 (0.76%) Presentation Skills
Job Titles
1 37 (28.03%) Data Engineer
2 27 (20.45%) Architect
3 23 (17.42%) Analyst
4 18 (13.64%) GCP Engineer
5 15 (11.36%) Data Architect
6 14 (10.61%) Data Analyst
7 12 (9.09%) Senior
8 11 (8.33%) GCP Architect
9 10 (7.58%) GCP Data Engineer
10 9 (6.82%) Developer
11 8 (6.06%) Lead
12 4 (3.03%) AWS Architect
12 4 (3.03%) AWS Data Architect
12 4 (3.03%) GCP Developer
12 4 (3.03%) Junior
12 4 (3.03%) Platform Engineer
12 4 (3.03%) Python Engineer
12 4 (3.03%) Senior Analyst
12 4 (3.03%) Test Analyst
13 3 (2.27%) Platform Architect
Libraries, Frameworks & Software Standards
1 22 (16.67%) Kafka
2 8 (6.06%) PySpark
2 8 (6.06%) React
3 7 (5.30%) AngularJS
4 5 (3.79%) Apache Beam
5 4 (3.03%) Apache Avro
5 4 (3.03%) FastAPI
5 4 (3.03%) gRPC
5 4 (3.03%) Node.js
5 4 (3.03%) pytest
6 3 (2.27%) .NET
6 3 (2.27%) Microsoft Graph
6 3 (2.27%) Middleware
6 3 (2.27%) NumPy
6 3 (2.27%) Pandas
7 2 (1.52%) Apache NiFi
7 2 (1.52%) Great Expectations
7 2 (1.52%) JSON
7 2 (1.52%) OpenTelemetry
7 2 (1.52%) SOAP
Miscellaneous
1 13 (9.85%) Cloud Native
2 8 (6.06%) Data Structures
3 5 (3.79%) Virtual Team
4 4 (3.03%) Distributed Systems
5 3 (2.27%) Data Protection Act
5 3 (2.27%) Digital Media
5 3 (2.27%) Legacy Systems
5 3 (2.27%) PDA
5 3 (2.27%) Reinsurance
6 2 (1.52%) Data Fabric
6 2 (1.52%) Distributed Computing
6 2 (1.52%) Hybrid Cloud
6 2 (1.52%) Life Science
6 2 (1.52%) Onboarding
6 2 (1.52%) Product Ownership
6 2 (1.52%) Social Media
7 1 (0.76%) Enterprise Cloud
7 1 (0.76%) Low-Code
7 1 (0.76%) Multi-touch
7 1 (0.76%) Team-Oriented Environment
Operating Systems
1 2 (1.52%) Linux
1 2 (1.52%) Unix
1 2 (1.52%) Windows
2 1 (0.76%) VMS
Processes & Methodologies
1 49 (37.12%) ETL
2 48 (36.36%) Data Pipeline
3 44 (33.33%) Analytics
4 42 (31.82%) Data Modelling
4 42 (31.82%) Problem-Solving
5 35 (26.52%) Data Engineering
6 33 (25.00%) Data Governance
7 32 (24.24%) Visualisation
8 27 (20.45%) CI/CD
9 26 (19.70%) Data Visualisation
10 25 (18.94%) Business Intelligence
11 23 (17.42%) Data Integration
12 21 (15.91%) Artificial Intelligence
12 21 (15.91%) Data Science
13 20 (15.15%) Agile
14 19 (14.39%) Data Management
15 18 (13.64%) Machine Learning
16 17 (12.88%) Actionable Insight
17 16 (12.12%) Data Analytics
17 16 (12.12%) DevOps
Programming Languages
1 66 (50.00%) Python
1 66 (50.00%) SQL
2 29 (21.97%) Java
3 13 (9.85%) Scala
4 5 (3.79%) JavaScript
5 4 (3.03%) Data Analysis Expressions
6 3 (2.27%) Bash
6 3 (2.27%) Groovy
6 3 (2.27%) R
7 2 (1.52%) ANSI SQL
7 2 (1.52%) Go
7 2 (1.52%) Kotlin
7 2 (1.52%) Shell Script
7 2 (1.52%) T-SQL
8 1 (0.76%) C#
8 1 (0.76%) LookML
8 1 (0.76%) TypeScript
Qualifications
1 10 (7.58%) Security Cleared
2 8 (6.06%) SC Cleared
3 7 (5.30%) Degree
4 3 (2.27%) Computer Science Degree
5 2 (1.52%) PMI Certification
5 2 (1.52%) PMP
6 1 (0.76%) BPSS Clearance
6 1 (0.76%) Master's Degree
6 1 (0.76%) PRINCE2 Certification
Quality Assurance & Compliance
1 25 (18.94%) Data Quality
2 9 (6.82%) QA
3 7 (5.30%) GDPR
4 4 (3.03%) Accessibility
4 4 (3.03%) Actionable Recommendations
5 1 (0.76%) California Consumer Privacy Act
5 1 (0.76%) GxP
5 1 (0.76%) HIPAA
5 1 (0.76%) PMO
System Software
1 16 (12.12%) Docker
2 3 (2.27%) Active Directory
Systems Management
1 24 (18.18%) Terraform
2 16 (12.12%) Kubernetes
3 6 (4.55%) Grafana
4 5 (3.79%) Prometheus
5 2 (1.52%) Control-M
5 2 (1.52%) Istio
5 2 (1.52%) Kiali
6 1 (0.76%) Ansible
6 1 (0.76%) Argo
6 1 (0.76%) Kubeflow
Vendors
1 77 (58.33%) Google
2 20 (15.15%) Databricks
3 11 (8.33%) Microsoft
4 10 (7.58%) Oracle
5 6 (4.55%) Informatica
6 4 (3.03%) AppDynamics
6 4 (3.03%) Splunk
7 2 (1.52%) Facebook
7 2 (1.52%) IBM
7 2 (1.52%) New Relic
7 2 (1.52%) SAP
7 2 (1.52%) Talend
7 2 (1.52%) xMatters
7 2 (1.52%) YouTube
8 1 (0.76%) Adobe
8 1 (0.76%) Apple
8 1 (0.76%) Cisco
8 1 (0.76%) Dataiku
8 1 (0.76%) Salesforce
8 1 (0.76%) Teradata