BigQuery Contract Job Trends in England

Google BigQuery
UK > England

The table below provides summary statistics and contractor rates for jobs advertised in England requiring BigQuery skills. It covers contract job vacancies from the 6 months leading up to 13 July 2026, with comparisons to the same periods in the previous two years.

6 months to
13 Jul 2026
Same period 2025 Same period 2024
Rank 377 350 366
Rank change year-on-year -27 +16 +84
Contract jobs citing BigQuery 255 156 177
As % of all contract jobs in England 0.57% 0.57% 0.48%
As % of the Database & Business Intelligence category 3.72% 3.14% 2.72%
Number of daily rates quoted 160 102 116
10th Percentile £413 £323 £397
25th Percentile £463 £440 £450
Median daily rate (50th Percentile) £538 £500 £525
Median % change year-on-year +7.50% -4.76% -12.50%
75th Percentile £625 £594 £650
90th Percentile £675 £705 £738
UK median daily rate £525 £500 £520
% change year-on-year +5.00% -3.85% -13.33%
Number of hourly rates quoted 6 2 2
10th Percentile £45.63 - £32.80
25th Percentile £50.31 £51.25 £35.13
Median hourly rate £53.50 £52.50 £40.50
Median % change year-on-year +1.90% +29.63% -48.57%
75th Percentile £58.73 £53.75 £46.13
90th Percentile £65.61 - £48.60
UK median hourly rate £53.50 £52.50 £32.50
% change year-on-year +1.90% +61.54% -58.73%

All Database & BI Skills
England

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 in England.

Contract vacancies with a requirement for database or business intelligence skills 6,851 4,972 6,498
As % of all contract IT jobs advertised in England 15.28% 18.22% 17.72%
Number of daily rates quoted 4,598 3,447 4,679
10th Percentile £355 £350 £350
25th Percentile £416 £413 £425
Median daily rate (50th Percentile) £500 £525 £530
Median % change year-on-year -4.76% -0.94% -3.64%
75th Percentile £600 £642 £675
90th Percentile £703 £775 £825
UK median daily rate £500 £513 £525
% change year-on-year -2.44% -2.38% -2.33%
Number of hourly rates quoted 224 91 127
10th Percentile £15.17 £19.25 £14.00
25th Percentile £24.13 £24.25 £19.25
Median hourly rate £38.38 £34.00 £38.50
Median % change year-on-year +12.87% -11.69% -33.04%
75th Percentile £73.00 £62.88 £51.00
90th Percentile £79.39 £70.00 £69.15
UK median hourly rate £39.50 £35.00 £37.50
% change year-on-year +12.86% -6.67% -31.82%

BigQuery
Job Vacancy Trend in England

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

BigQuery job vacancy trend in England

BigQuery
Daily Rate Trend in England

Contractor daily rate distribution trend for jobs in England citing BigQuery.

Contractor daily rate distribution trend for jobs in England citing BigQuery

BigQuery
Daily Rate Histogram in England

Daily rate distribution for jobs citing BigQuery in England over the 6 months to 13 July 2026.

Daily rate histogram for BigQuery in England

BigQuery
Hourly Rate Trend in England

Contractor hourly rate distribution trend for jobs in England citing BigQuery.

Contractor hourly rate distribution trend for jobs in England citing BigQuery

BigQuery
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing BigQuery in England over the 6 months to 13 July 2026.

Hourly rate histogram for BigQuery in England

BigQuery
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing BigQuery within the England region over the 6 months to 13 July 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
London -1 182 £550 +4.76% 81
North of England -69 34 £475 -7.77% 32
Yorkshire -50 19 £475 +1.93% 9
South East -65 12 £538 +26.47% 19
Midlands -43 10 £458 -3.68% 1
North West -51 10 £488 -5.34% 21
West Midlands -57 10 £458 - 1
North East -29 6 £463 -26.00% 2
South West -30 3 £538 -17.31%
East of England -23 2 £575 +82.54% 3
BigQuery
UK

BigQuery
Co-Occurring Skills & Capabilities in England 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 35 (13.73%) Apache Airflow
2 32 (12.55%) Apache Spark
3 25 (9.80%) Apache
4 7 (2.75%) Confluence
5 6 (2.35%) Jupyter
6 1 (0.39%) Apache Synapse
6 1 (0.39%) Luigi
Applications
1 12 (4.71%) Microsoft Excel
2 1 (0.39%) Spreadsheet
Business Applications
1 5 (1.96%) BambooHR
1 5 (1.96%) NetSuite
1 5 (1.96%) Sage X3
2 2 (0.78%) Salesforce CRM
Cloud Services
1 194 (76.08%) GCP
2 65 (25.49%) Snowflake
3 60 (23.53%) AWS
4 56 (21.96%) Azure
5 40 (15.69%) dbt
6 36 (14.12%) Power Platform
7 28 (10.98%) Google Kubernetes Engine
8 27 (10.59%) Vertex AI
9 21 (8.24%) Amazon S3
10 19 (7.45%) Cloud Functions
11 17 (6.67%) GitHub
12 16 (6.27%) GitHub Actions
12 16 (6.27%) Serverless
13 14 (5.49%) Cloud Run
14 13 (5.10%) Azure Synapse Analytics
15 11 (4.31%) AWS Lambda
15 11 (4.31%) Collibra
16 10 (3.92%) AWS CloudFormation
17 9 (3.53%) Amazon SQS
18 8 (3.14%) Fivetran
Communications & Networking
1 2 (0.78%) FTP
2 1 (0.39%) Network Security
2 1 (0.39%) TCP/IP
2 1 (0.39%) VPN
Database & Business Intelligence
1 59 (23.14%) Data Warehouse
2 39 (15.29%) Looker
3 37 (14.51%) Tableau
4 36 (14.12%) Power BI
5 32 (12.55%) Amazon Redshift
6 30 (11.76%) Data Lake
7 16 (6.27%) Big Data
8 15 (5.88%) PostgreSQL
9 14 (5.49%) Metadata
9 14 (5.49%) NoSQL
10 11 (4.31%) Semantic Layer
11 10 (3.92%) Flink
12 9 (3.53%) Amazon Athena
12 9 (3.53%) Mixpanel
12 9 (3.53%) OLAP
13 8 (3.14%) OLTP
13 8 (3.14%) Relational Database
13 8 (3.14%) SQL Server
14 7 (2.75%) MongoDB
14 7 (2.75%) Parquet
Development Applications
1 16 (6.27%) Git
2 10 (3.92%) Jenkins
3 9 (3.53%) GitLab
3 9 (3.53%) JIRA
4 2 (0.78%) Atlassian Bamboo
4 2 (0.78%) Bitbucket
4 2 (0.78%) ER Studio
4 2 (0.78%) ERwin
4 2 (0.78%) PowerDesigner
4 2 (0.78%) Selenium
5 1 (0.39%) Liquibase
5 1 (0.39%) Maven
5 1 (0.39%) MLflow
5 1 (0.39%) Robot Framework
5 1 (0.39%) SoapUI
General
1 59 (23.14%) Finance
2 44 (17.25%) Social Skills
3 31 (12.16%) Retail
4 29 (11.37%) Analytical Skills
5 19 (7.45%) Banking
6 17 (6.67%) Marketing
7 14 (5.49%) Telecoms
8 12 (4.71%) Public Sector
9 8 (3.14%) Documentation Skills
10 7 (2.75%) Billing
10 7 (2.75%) Legal
11 6 (2.35%) Games
12 5 (1.96%) Inclusion and Diversity
13 3 (1.18%) Automotive
14 2 (0.78%) Organisational Skills
14 2 (0.78%) Pharmaceutical
15 1 (0.39%) Back Office
15 1 (0.39%) Financial Institution
15 1 (0.39%) Law
15 1 (0.39%) Military
Job Titles
1 91 (35.69%) Data Engineer
2 42 (16.47%) Senior
3 41 (16.08%) GCP Engineer
4 32 (12.55%) Architect
5 31 (12.16%) GCP Data Engineer
6 26 (10.20%) Lead
7 22 (8.63%) Analyst
8 17 (6.67%) Senior Data Engineer
9 16 (6.27%) Data Architect
9 16 (6.27%) Developer
9 16 (6.27%) Lead Data Engineer
10 11 (4.31%) Cloud Architect
10 11 (4.31%) Data Scientist
10 11 (4.31%) Python Engineer
11 10 (3.92%) Artificial Intelligence Engineer
11 10 (3.92%) Data Analytics Engineer
12 9 (3.53%) Data Analyst
12 9 (3.53%) Principal Engineer
13 8 (3.14%) Principal Data Engineer
14 7 (2.75%) Python Data Engineer
Libraries, Frameworks & Software Standards
1 30 (11.76%) Kafka
2 14 (5.49%) Apache Beam
3 13 (5.10%) REST
4 11 (4.31%) Great Expectations
5 10 (3.92%) PyTorch
6 9 (3.53%) PySpark
7 8 (3.14%) React
8 7 (2.75%) Pandas
8 7 (2.75%) TensorFlow
9 6 (2.35%) RabbitMQ
10 5 (1.96%) Apache Avro
10 5 (1.96%) LangChain
10 5 (1.96%) Langfuse
10 5 (1.96%) NumPy
10 5 (1.96%) Quarkus
11 4 (1.57%) GraphQL
11 4 (1.57%) Hugging Face
11 4 (1.57%) JSON
11 4 (1.57%) LangGraph
11 4 (1.57%) OAuth
Miscellaneous
1 25 (9.80%) Cloud Native
2 20 (7.84%) Distributed Systems
3 16 (6.27%) AI Agents
4 11 (4.31%) Clustering
5 7 (2.75%) Enterprise Cloud
6 6 (2.35%) Data Structures
7 5 (1.96%) Distributed Architecture
7 5 (1.96%) Public Cloud
8 4 (1.57%) Analytical Mindset
9 3 (1.18%) Data Protection Act
9 3 (1.18%) Legacy Systems
9 3 (1.18%) Onboarding
10 2 (0.78%) Life Science
10 2 (0.78%) Management Information System
10 2 (0.78%) Podcast
10 2 (0.78%) Reference Data
10 2 (0.78%) Taxonomies
10 2 (0.78%) Virtual Team
11 1 (0.39%) Product Ownership
11 1 (0.39%) Replication
Operating Systems
1 3 (1.18%) Windows
2 1 (0.39%) Linux
Processes & Methodologies
1 130 (50.98%) Analytics
2 93 (36.47%) Data Modelling
3 85 (33.33%) CI/CD
3 85 (33.33%) Data Engineering
4 82 (32.16%) Data Pipeline
5 76 (29.80%) ETL
6 66 (25.88%) AI
7 63 (24.71%) Business Intelligence
8 59 (23.14%) Machine Learning
9 55 (21.57%) Agile
10 46 (18.04%) Infrastructure as Code
11 45 (17.65%) Decision-Making
12 43 (16.86%) DevOps
12 43 (16.86%) Observability
13 42 (16.47%) Data Governance
14 40 (15.69%) Data Science
15 36 (14.12%) Data Architecture
16 32 (12.55%) LLM
17 28 (10.98%) Visualisation
18 26 (10.20%) Data Analysis
Programming Languages
1 152 (59.61%) SQL
2 130 (50.98%) Python
3 39 (15.29%) Java
4 14 (5.49%) Go
5 10 (3.92%) Scala
6 9 (3.53%) C#
7 6 (2.35%) Data Analysis Expressions
7 6 (2.35%) PHP
8 5 (1.96%) JavaScript
9 4 (1.57%) Bash
9 4 (1.57%) R
10 3 (1.18%) LookML
10 3 (1.18%) Shell Script
11 2 (0.78%) Cypher
11 2 (0.78%) Google Apps Script
11 2 (0.78%) Gremlin
11 2 (0.78%) Korn
11 2 (0.78%) Ruby
11 2 (0.78%) SOQL
11 2 (0.78%) SPARQL
Qualifications
1 25 (9.80%) Security Cleared
2 17 (6.67%) SC Cleared
3 6 (2.35%) DV Cleared
4 5 (1.96%) BPSS Clearance
5 4 (1.57%) Degree
6 3 (1.18%) Computer Science Degree
7 2 (0.78%) AWS Certification
7 2 (0.78%) Azure Certification
8 1 (0.39%) ISEB
8 1 (0.39%) ISTQB
8 1 (0.39%) ISTQB Foundation Certification
8 1 (0.39%) Master's Degree
8 1 (0.39%) Microsoft Certified Professional
8 1 (0.39%) Tableau Certification
Quality Assurance & Compliance
1 74 (29.02%) Data Quality
2 18 (7.06%) GDPR
3 14 (5.49%) QA
4 4 (1.57%) Accessibility
5 1 (0.39%) Actionable Recommendations
5 1 (0.39%) ISO 13485
5 1 (0.39%) ITGC
5 1 (0.39%) PCI DSS
5 1 (0.39%) Sarbanes-Oxley
System Software
1 32 (12.55%) Docker
2 3 (1.18%) Virtual Desktop
Systems Management
1 63 (24.71%) Terraform
2 41 (16.08%) Kubernetes
3 6 (2.35%) Prometheus
4 4 (1.57%) Kubeflow
5 2 (0.78%) Ansible
5 2 (0.78%) Grafana
5 2 (0.78%) Istio
6 1 (0.39%) Argo
Vendors
1 90 (35.29%) Google
2 51 (20.00%) Databricks
3 14 (5.49%) Salesforce
4 13 (5.10%) Microsoft
5 6 (2.35%) Oracle
6 5 (1.96%) Dynatrace
6 5 (1.96%) OpenAI
6 5 (1.96%) PagerDuty
6 5 (1.96%) Sage
6 5 (1.96%) Workday
7 3 (1.18%) Anaplan
7 3 (1.18%) Citrix
8 2 (0.78%) MuleSoft
9 1 (0.39%) Genesys
9 1 (0.39%) Informatica
9 1 (0.39%) MicroStrategy
9 1 (0.39%) OneLogin
9 1 (0.39%) Optimizely
9 1 (0.39%) Salesforce Marketing Cloud
9 1 (0.39%) SAP