BigQuery Job Trends

Google BigQuery
UK

The table below provides summary statistics and salary benchmarking for jobs requiring BigQuery skills. It covers permanent job vacancies from the 6 months leading up to 18 February 2026, with comparisons to the same periods in the previous two years.

6 months to
18 Feb 2026
Same period 2025 Same period 2024
Rank 503 534 388
Rank change year-on-year +31 -146 +167
Permanent jobs citing BigQuery 170 148 507
As % of all permanent jobs in the UK 0.25% 0.30% 0.68%
As % of the Database & Business Intelligence category 2.48% 1.64% 3.48%
Number of salaries quoted 111 80 298
10th Percentile £42,500 £42,375 -
25th Percentile £58,125 £55,625 £42,725
Median annual salary (50th Percentile) £70,000 £70,996 £60,000
Median % change year-on-year -1.40% +18.33% -20.00%
75th Percentile £92,500 £98,474 £84,056
90th Percentile £113,750 £140,000 £109,000
UK excluding London median annual salary £67,625 £65,000 £53,250
% change year-on-year +4.04% +22.07% -12.96%

All Database & 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 permanent job vacancies requiring database or business intelligence skills.

Permanent vacancies with a requirement for database or business intelligence skills 6,868 9,010 14,584
As % of all permanent jobs advertised in the UK 10.12% 18.32% 19.54%
Number of salaries quoted 4,181 5,078 11,458
10th Percentile £35,000 £37,500 £35,000
25th Percentile £43,500 £48,703 £43,750
Median annual salary (50th Percentile) £60,000 £65,000 £57,500
Median % change year-on-year -7.69% +13.04% -8.00%
75th Percentile £80,000 £87,348 £75,000
90th Percentile £100,000 £115,000 £95,000
UK excluding London median annual salary £52,500 £55,000 £52,500
% change year-on-year -4.55% +4.76% -4.55%

BigQuery
Job Vacancy Trend

Historical trend showing the proportion of permanent IT job postings citing BigQuery relative to all permanent IT jobs advertised.

BigQuery job vacancy trend in the UK

BigQuery
Salary Trend

Salary distribution trend for jobs in the UK citing BigQuery.

Salary distribution trend for jobs in the UK citing BigQuery

BigQuery
Salary Histogram

Salary distribution for jobs citing BigQuery over the 6 months to 18 February 2026.

Salary histogram for BigQuery in the UK

BigQuery
Top 15 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing BigQuery within the UK over the 6 months to 18 February 2026. 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
England +49 145 £70,000 - 75
London +61 103 £73,750 -22.37% 51
Work from Home +53 83 £70,932 -11.34% 34
UK excluding London -15 41 £67,625 +4.04% 43
North of England -22 23 £70,932 +9.13% 14
North West +8 14 £70,932 +49.33% 8
Yorkshire -30 8 £59,518 -8.43% 4
South East +10 6 £57,500 -8.00% 17
Wales - 4 £68,500 - 2
East of England +15 3 £40,000 -
South West 0 3 £40,000 -24.49% 5
West Midlands +13 2 £37,500 -46.43% 2
Midlands +5 2 £37,500 -42.31% 3
North East -7 1 £37,500 -49.15% 2
Scotland -11 1 - - 2

BigQuery
Co-Occurring Skills & Capabilities by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 53 (31.18%) Apache Airflow
2 24 (14.12%) Apache Spark
3 11 (6.47%) Apache
4 6 (3.53%) SAS
5 3 (1.76%) Apache Superset
5 3 (1.76%) Confluence
6 1 (0.59%) Apache Synapse
6 1 (0.59%) Palantir Foundry
6 1 (0.59%) SharePoint
Applications
1 11 (6.47%) Microsoft Excel
2 2 (1.18%) Microsoft PowerPoint
3 1 (0.59%) Microsoft Office
3 1 (0.59%) Notion
Cloud Services
1 158 (92.94%) GCP
2 75 (44.12%) AWS
3 63 (37.06%) Azure
4 40 (23.53%) Snowflake
5 30 (17.65%) dbt
5 30 (17.65%) GitHub
6 29 (17.06%) Power Platform
7 20 (11.76%) Cloud Functions
8 18 (10.59%) GitHub Actions
8 18 (10.59%) Google Compute Engine
9 16 (9.41%) Cloud Run
9 16 (9.41%) Dagster
9 16 (9.41%) Google Analytics
9 16 (9.41%) Vertex AI
10 13 (7.65%) Cloud Composer
11 9 (5.29%) Amazon SageMaker
11 9 (5.29%) Azure Machine Learning
11 9 (5.29%) Azure Synapse Analytics
12 8 (4.71%) Google Kubernetes Engine
12 8 (4.71%) SaaS
Communications & Networking
1 7 (4.12%) Broadband
Database & Business Intelligence
1 48 (28.24%) Looker
2 40 (23.53%) Tableau
3 37 (21.76%) Data Warehouse
4 30 (17.65%) Amazon Redshift
5 29 (17.06%) Power BI
6 27 (15.88%) Elasticsearch
7 26 (15.29%) Metadata
8 24 (14.12%) Data Lake
9 12 (7.06%) PostgreSQL
9 12 (7.06%) Semantic Layer
10 11 (6.47%) Delta Lake
10 11 (6.47%) Pinecone
11 10 (5.88%) Apache Iceberg
12 9 (5.29%) Weaviate
13 7 (4.12%) Big Data
14 5 (2.94%) NoSQL
14 5 (2.94%) Relational Database
15 4 (2.35%) DataStage
15 4 (2.35%) QlikView
16 2 (1.18%) SQL Server Reporting Services
Development Applications
1 17 (10.00%) Git
2 16 (9.41%) Jenkins
3 10 (5.88%) MLflow
4 6 (3.53%) CircleCI
5 5 (2.94%) GitLab
6 4 (2.35%) ER Studio
6 4 (2.35%) ERwin
6 4 (2.35%) PowerDesigner
7 3 (1.76%) JIRA
8 2 (1.18%) Storybook
9 1 (0.59%) Cucumber
9 1 (0.59%) JMeter
9 1 (0.59%) Zephyr
General
1 40 (23.53%) Social Skills
2 29 (17.06%) Finance
3 23 (13.53%) Analytical Skills
4 18 (10.59%) Law
5 16 (9.41%) Public Sector
6 15 (8.82%) Inclusion and Diversity
7 13 (7.65%) Marketing
8 12 (7.06%) Retail
9 9 (5.29%) Banking
9 9 (5.29%) Telecoms
10 5 (2.94%) Advertising
11 4 (2.35%) Electronics
11 4 (2.35%) Manufacturing
11 4 (2.35%) Retail Banking
12 3 (1.76%) Presentation Skills
13 2 (1.18%) Billing
14 1 (0.59%) Legal
14 1 (0.59%) Music Industry
14 1 (0.59%) Pharmaceutical
14 1 (0.59%) Publishing
Job Titles
1 52 (30.59%) Senior
2 42 (24.71%) Data Engineer
3 33 (19.41%) Analyst
4 21 (12.35%) Architect
4 21 (12.35%) GCP Engineer
5 20 (11.76%) Software Engineer
6 18 (10.59%) Data Analyst
7 16 (9.41%) Principal Engineer
8 14 (8.24%) Data Architect
8 14 (8.24%) DevOps Engineer
8 14 (8.24%) GCP DevOps
8 14 (8.24%) GCP DevOps Engineer
9 12 (7.06%) GCP Architect
9 12 (7.06%) Senior Data Engineer
10 11 (6.47%) Consultant
11 10 (5.88%) Senior Software Engineer
12 9 (5.29%) Artificial Intelligence Consultant
12 9 (5.29%) Data Consultant
12 9 (5.29%) Senior Analyst
12 9 (5.29%) Senior Consultant
Libraries, Frameworks & Software Standards
1 18 (10.59%) Django
2 14 (8.24%) Node.js
2 14 (8.24%) React
3 13 (7.65%) Kafka
4 10 (5.88%) RESTful
4 10 (5.88%) TensorFlow
5 9 (5.29%) Faiss
5 9 (5.29%) PyTorch
5 9 (5.29%) vLLM
6 6 (3.53%) React Native
7 5 (2.94%) Redux
8 4 (2.35%) CSS
9 3 (1.76%) HTML
9 3 (1.76%) JWT
9 3 (1.76%) Next.js
9 3 (1.76%) OAuth
10 2 (1.18%) Apache Beam
10 2 (1.18%) Jest
10 2 (1.18%) LangChain
10 2 (1.18%) PySpark
Miscellaneous
1 28 (16.47%) Data Structures
2 19 (11.18%) Algorithms
2 19 (11.18%) Greenfield Project
3 16 (9.41%) Cloud Native
3 16 (9.41%) Distributed Systems
4 14 (8.24%) Product Ownership
5 7 (4.12%) Legacy Systems
5 7 (4.12%) Onboarding
5 7 (4.12%) Self-Motivation
5 7 (4.12%) Social Media
6 6 (3.53%) Anti-Piracy
6 6 (3.53%) Distributed Architecture
7 4 (2.35%) Blog
7 4 (2.35%) Management Information System
7 4 (2.35%) Reinsurance
8 3 (1.76%) Data Protection Act
8 3 (1.76%) Mobile App
9 2 (1.18%) Credit Risk
10 1 (0.59%) FMCG
10 1 (0.59%) Reference Data
Operating Systems
1 6 (3.53%) Android
1 6 (3.53%) Apple iOS
2 4 (2.35%) Linux
2 4 (2.35%) Unix
3 1 (0.59%) Windows
Processes & Methodologies
1 72 (42.35%) Analytics
2 59 (34.71%) CI/CD
3 56 (32.94%) Business Intelligence
4 51 (30.00%) Data Engineering
5 49 (28.82%) Data Modelling
5 49 (28.82%) Data Pipeline
6 48 (28.24%) Data Science
7 45 (26.47%) Computer Science
8 43 (25.29%) AI
8 43 (25.29%) Mentoring
9 42 (24.71%) ETL
10 39 (22.94%) Agile
10 39 (22.94%) DevOps
11 37 (21.76%) Data Governance
11 37 (21.76%) Software Engineering
12 35 (20.59%) Visualisation
13 32 (18.82%) Decision-Making
14 31 (18.24%) Coaching
15 29 (17.06%) Infrastructure as Code
15 29 (17.06%) Problem-Solving
Programming Languages
1 112 (65.88%) Python
2 97 (57.06%) SQL
3 27 (15.88%) Bash
4 24 (14.12%) Java
5 17 (10.00%) Scala
5 17 (10.00%) TypeScript
6 13 (7.65%) Go
7 11 (6.47%) JavaScript
8 6 (3.53%) C++
9 3 (1.76%) ANSI SQL
9 3 (1.76%) PowerShell
9 3 (1.76%) Ruby
10 2 (1.18%) Shell Script
11 1 (0.59%) Google Apps Script
11 1 (0.59%) R
Qualifications
1 45 (26.47%) Degree
2 29 (17.06%) Computer Science Degree
3 12 (7.06%) Security Cleared
4 10 (5.88%) DBS Check
4 10 (5.88%) Master's Degree
5 9 (5.29%) SC Cleared
6 4 (2.35%) Azure Certification
7 2 (1.18%) PhD
Quality Assurance & Compliance
1 40 (23.53%) Data Quality
2 14 (8.24%) Accessibility
3 13 (7.65%) GDPR
4 6 (3.53%) Cyber Essentials
4 6 (3.53%) Cyber Essentials PLUS
4 6 (3.53%) QA
5 2 (1.18%) ISO/IEC 27001
5 2 (1.18%) WCAG
6 1 (0.59%) Actionable Recommendations
System Software
1 33 (19.41%) Docker
Systems Management
1 46 (27.06%) Terraform
2 30 (17.65%) Kubernetes
3 13 (7.65%) Prometheus
4 6 (3.53%) Argo
5 3 (1.76%) Ansible
Vendors
1 106 (62.35%) Google
2 19 (11.18%) Databricks
3 10 (5.88%) Palantir
4 6 (3.53%) Adobe
4 6 (3.53%) Informatica
5 4 (2.35%) HubSpot
5 4 (2.35%) IBM
5 4 (2.35%) SAP
6 3 (1.76%) Microsoft
7 2 (1.18%) Foundry
7 2 (1.18%) GoCardless
7 2 (1.18%) mParticle
7 2 (1.18%) PayPal
7 2 (1.18%) Salesforce
7 2 (1.18%) SendGrid
7 2 (1.18%) Zuora
8 1 (0.59%) Dataiku
8 1 (0.59%) New Relic
8 1 (0.59%) ServiceNow
8 1 (0.59%) Spotify