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 2 October 2026, with comparisons to the same periods in the previous two years.

6 months to
2 Oct 2026
Same period 2025 Same period 2024
Rank 360 346 365
Rank change year-on-year -14 +19 +96
Contract jobs citing BigQuery 308 176 165
As % of all contract jobs in England 0.66% 0.63% 0.51%
As % of the Database & Business Intelligence category 4.49% 3.44% 2.78%
Number of daily rates quoted 222 118 95
10th Percentile £400 £339 £363
25th Percentile £457 £455 £431
Median daily rate (50th Percentile) £534 £506 £507
Median % change year-on-year +5.43% -0.15% -15.50%
75th Percentile £625 £588 £675
90th Percentile £699 £700 £751
UK median daily rate £538 £500 £500
% change year-on-year +7.50% - -16.67%
Number of hourly rates quoted 1 4 0
10th Percentile - £37.05 -
25th Percentile £51.25 £46.18 -
Median hourly rate £52.50 £55.00 -
Median % change year-on-year -4.55% - -
75th Percentile £53.75 £62.06 -
90th Percentile - £68.03 -
UK median hourly rate £52.50 £55.00 -
% change year-on-year -4.55% - -

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 6,862 5,115 5,929
As % of all contract IT jobs advertised in England 14.74% 18.28% 18.25%
Number of daily rates quoted 4,566 3,499 4,041
10th Percentile £350 £338 £350
25th Percentile £419 £413 £425
Median daily rate (50th Percentile) £510 £513 £550
Median % change year-on-year -0.49% -6.82% -
75th Percentile £625 £638 £675
90th Percentile £713 £750 £825
UK median daily rate £500 £501 £530
% change year-on-year -0.10% -5.57% -1.85%
Number of hourly rates quoted 253 76 84
10th Percentile £16.14 £20.89 £17.50
25th Percentile £22.82 £29.00 £22.30
Median hourly rate £41.71 £42.00 £37.50
Median % change year-on-year -0.68% +11.99% -29.91%
75th Percentile £60.75 £65.00 £61.60
90th Percentile £74.68 £79.38 £71.50
UK median hourly rate £40.59 £39.48 £35.00
% change year-on-year +2.81% +12.80% -33.33%

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 2 October 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
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 2 October 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 -24 192 £550 +7.32% 371
North of England -52 55 £468 +0.84% 73
Yorkshire -15 34 £460 +0.82% 15
South East -51 16 £463 -2.53% 73
South West -23 14 £500 -4.76% 9
North West -54 14 £625 +31.58% 54
North East -35 8 £463 -26.00% 4
East of England - 7 £752 - 10
Midlands -49 6 £495 -13.91% 21
West Midlands -36 5 £515 - 20
East Midlands -14 1 £350 -39.13% 1
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 59 (19.16%) Apache Airflow
2 39 (12.66%) Apache
2 39 (12.66%) Apache Spark
3 11 (3.57%) Confluence
4 6 (1.95%) Jupyter
5 2 (0.65%) PowerExchange
6 1 (0.32%) Luigi
6 1 (0.32%) Microsoft Exchange
6 1 (0.32%) OpenEdge
6 1 (0.32%) SAS
6 1 (0.32%) SharePoint
Applications
1 11 (3.57%) Microsoft Excel
2 1 (0.32%) Microsoft Office
Business Applications
1 6 (1.95%) NetSuite
2 5 (1.62%) Remedy ITSM
2 5 (1.62%) Sage X3
3 2 (0.65%) BambooHR
3 2 (0.65%) Salesforce CRM
4 1 (0.32%) Cloudability
4 1 (0.32%) Dynamics CRM
4 1 (0.32%) Dynamics NAV
4 1 (0.32%) Oracle Retail
Cloud Services
1 251 (81.49%) GCP
2 72 (23.38%) Snowflake
3 67 (21.75%) AWS
3 67 (21.75%) dbt
4 54 (17.53%) Azure
5 37 (12.01%) Power Platform
6 33 (10.71%) Vertex AI
7 30 (9.74%) Google Kubernetes Engine
8 25 (8.12%) GitHub
9 24 (7.79%) Cloud Functions
10 21 (6.82%) Cloud Composer
10 21 (6.82%) Cloud Run
11 20 (6.49%) GitHub Actions
12 18 (5.84%) Amazon S3
12 18 (5.84%) AWS Lambda
12 18 (5.84%) Serverless
13 12 (3.90%) Fivetran
13 12 (3.90%) Google Analytics
13 12 (3.90%) SaaS
14 11 (3.57%) Google Compute Engine
Communications & Networking
1 6 (1.95%) Network Security
2 3 (0.97%) TCP/IP
3 2 (0.65%) DNS
3 2 (0.65%) VPN
4 1 (0.32%) 5G
4 1 (0.32%) Firewall
4 1 (0.32%) HTTP
4 1 (0.32%) HTTPS
4 1 (0.32%) Intranet
4 1 (0.32%) MPLS
4 1 (0.32%) Radio Access Network
4 1 (0.32%) SD-WAN
4 1 (0.32%) tcpdump
4 1 (0.32%) WAN
4 1 (0.32%) Wireshark
Database & Business Intelligence
1 89 (28.90%) Data Warehouse
2 56 (18.18%) Looker
3 48 (15.58%) Amazon Redshift
4 37 (12.01%) Metadata
5 36 (11.69%) Power BI
6 28 (9.09%) Data Lake
7 26 (8.44%) Tableau
8 19 (6.17%) Flink
8 19 (6.17%) NoSQL
9 17 (5.52%) PostgreSQL
10 16 (5.19%) Big Data
11 11 (3.57%) Apache Iceberg
11 11 (3.57%) Data Vault
11 11 (3.57%) MongoDB
11 11 (3.57%) Relational Database
12 9 (2.92%) Delta Lake
13 7 (2.27%) Neo4j
13 7 (2.27%) Semantic Layer
14 6 (1.95%) Elasticsearch
14 6 (1.95%) PowerPivot
Development Applications
1 34 (11.04%) Git
2 14 (4.55%) Jenkins
3 13 (4.22%) JIRA
4 11 (3.57%) GitLab
5 3 (0.97%) Atlassian Bamboo
5 3 (0.97%) Bitbucket
5 3 (0.97%) Gradle
5 3 (0.97%) Maven
6 2 (0.65%) ER Studio
6 2 (0.65%) ERwin
6 2 (0.65%) PowerDesigner
7 1 (0.32%) Cucumber
7 1 (0.32%) Gemini Tracker
7 1 (0.32%) GoCD
7 1 (0.32%) Postman
7 1 (0.32%) Selenium
7 1 (0.32%) SoapUI
7 1 (0.32%) SQL Server Management Studio (SSMS)
7 1 (0.32%) Storybook
General
1 70 (22.73%) Finance
2 61 (19.81%) Social Skills
3 41 (13.31%) Analytical Skills
4 28 (9.09%) Retail
5 23 (7.47%) Banking
6 22 (7.14%) Marketing
7 16 (5.19%) Public Sector
8 9 (2.92%) Telecoms
9 8 (2.60%) Billing
10 7 (2.27%) Games
10 7 (2.27%) Legal
11 6 (1.95%) Financial Institution
12 5 (1.62%) Documentation Skills
12 5 (1.62%) Inclusion and Diversity
13 4 (1.30%) Publishing
14 3 (0.97%) Pharmaceutical
15 2 (0.65%) Aerospace
15 2 (0.65%) Automotive
15 2 (0.65%) Investment Banking
15 2 (0.65%) Retail Banking
Job Titles
1 102 (33.12%) Data Engineer
2 53 (17.21%) Senior
3 45 (14.61%) GCP Engineer
4 37 (12.01%) Architect
5 27 (8.77%) GCP Data Engineer
6 26 (8.44%) Analyst
6 26 (8.44%) Developer
6 26 (8.44%) Senior Data Engineer
7 25 (8.12%) Lead
8 16 (5.19%) Data Architect
9 14 (4.55%) Python Engineer
10 13 (4.22%) GCP Architect
10 13 (4.22%) Python Data Engineer
11 12 (3.90%) Cloud Engineer
12 11 (3.57%) Data Scientist
13 10 (3.25%) Lead Data Engineer
13 10 (3.25%) Platform Engineer
14 9 (2.92%) Artificial Intelligence Engineer
14 9 (2.92%) Data Modeller
15 8 (2.60%) Cloud Architect
Libraries, Frameworks & Software Standards
1 67 (21.75%) Terraform
2 35 (11.36%) Kafka
3 25 (8.12%) PySpark
4 23 (7.47%) REST
5 13 (4.22%) Apache Beam
6 10 (3.25%) PyTorch
7 8 (2.60%) JSON
8 7 (2.27%) RabbitMQ
8 7 (2.27%) React
8 7 (2.27%) TensorFlow
9 6 (1.95%) GraphQL
9 6 (1.95%) Pandas
10 5 (1.62%) Hugging Face
10 5 (1.62%) Langfuse
10 5 (1.62%) Spring
11 4 (1.30%) OAuth
11 4 (1.30%) Quarkus
11 4 (1.30%) Spring Boot
12 3 (0.97%) JWT
12 3 (0.97%) NetworkX
Miscellaneous
1 31 (10.06%) Cloud Native
2 18 (5.84%) Distributed Systems
3 16 (5.19%) AI Agents
4 15 (4.87%) Clustering
5 12 (3.90%) Data Structures
6 11 (3.57%) Data Protection Act
6 11 (3.57%) Onboarding
7 9 (2.92%) Distributed Architecture
8 8 (2.60%) Product Ownership
9 7 (2.27%) Enterprise Cloud
10 6 (1.95%) CMDB
11 5 (1.62%) Algorithms
11 5 (1.62%) Legacy Systems
12 4 (1.30%) Cloud Security Posture
12 4 (1.30%) Management Information System
12 4 (1.30%) Reference Data
12 4 (1.30%) Security Posture
12 4 (1.30%) Taxonomies
13 3 (0.97%) Credit Risk
13 3 (0.97%) Life Science
Operating Systems
1 2 (0.65%) Linux
1 2 (0.65%) Unix
2 1 (0.32%) Windows
Processes & Methodologies
1 159 (51.62%) Analytics
2 124 (40.26%) Data Pipeline
3 122 (39.61%) CI/CD
4 120 (38.96%) Data Modelling
5 115 (37.34%) Data Engineering
6 103 (33.44%) ETL
7 96 (31.17%) AI
8 70 (22.73%) Agile
8 70 (22.73%) Machine Learning
9 67 (21.75%) Data Governance
10 57 (18.51%) Infrastructure as Code
11 54 (17.53%) DevOps
12 53 (17.21%) Stakeholder Management
13 51 (16.56%) Data Science
13 51 (16.56%) Decision-Making
14 50 (16.23%) Business Intelligence
15 48 (15.58%) Data Transformation
16 45 (14.61%) Migration
17 42 (13.64%) Observability
18 40 (12.99%) Data Architecture
Programming Languages
1 200 (64.94%) SQL
2 163 (52.92%) Python
3 40 (12.99%) Java
4 20 (6.49%) Go
5 16 (5.19%) Scala
6 12 (3.90%) Bash
7 10 (3.25%) LookML
7 10 (3.25%) R
8 9 (2.92%) JavaScript
8 9 (2.92%) Shell Script
9 8 (2.60%) PHP
10 6 (1.95%) Data Analysis Expressions
10 6 (1.95%) Google Apps Script
11 3 (0.97%) Cypher
11 3 (0.97%) Gremlin
11 3 (0.97%) SPARQL
12 2 (0.65%) Korn
12 2 (0.65%) PL/SQL
12 2 (0.65%) SOQL
12 2 (0.65%) TypeScript
Qualifications
1 30 (9.74%) Security Cleared
2 23 (7.47%) SC Cleared
3 8 (2.60%) DV Cleared
4 5 (1.62%) BPSS Clearance
4 5 (1.62%) Degree
5 4 (1.30%) Computer Science Degree
6 3 (0.97%) AWS Certification
6 3 (0.97%) Master's Degree
7 2 (0.65%) Azure Certification
8 1 (0.32%) Microsoft Certified Professional
8 1 (0.32%) PMI Certification
8 1 (0.32%) PMP
8 1 (0.32%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 99 (32.14%) Data Quality
2 13 (4.22%) GDPR
2 13 (4.22%) QA
3 6 (1.95%) Accessibility
4 5 (1.62%) SLA
5 1 (0.32%) Actionable Recommendations
5 1 (0.32%) Basel III
5 1 (0.32%) California Consumer Privacy Act
5 1 (0.32%) ISO 20022
5 1 (0.32%) ITGC
5 1 (0.32%) PCI DSS
5 1 (0.32%) Sarbanes-Oxley
System Software
1 42 (13.64%) Docker
2 1 (0.32%) Active Directory
Systems Management
1 67 (21.75%) Kubernetes
2 8 (2.60%) Prometheus
3 4 (1.30%) Grafana
4 2 (0.65%) Ansible
4 2 (0.65%) Control-M
4 2 (0.65%) Istio
5 1 (0.32%) Argo
5 1 (0.32%) Kubeflow
5 1 (0.32%) Microsoft Intune
5 1 (0.32%) Single Sign-On
Vendors
1 142 (46.10%) Google
2 52 (16.88%) Databricks
3 28 (9.09%) Microsoft
4 15 (4.87%) Salesforce
5 9 (2.92%) Splunk
6 7 (2.27%) Oracle
7 6 (1.95%) Dynatrace
7 6 (1.95%) OpenAI
7 6 (1.95%) ServiceNow
8 5 (1.62%) Informatica
8 5 (1.62%) New Relic
8 5 (1.62%) PagerDuty
8 5 (1.62%) Remedy
8 5 (1.62%) Sage
9 3 (0.97%) Amplitude
10 2 (0.65%) IBM
10 2 (0.65%) MuleSoft
10 2 (0.65%) Salesforce Marketing Cloud
10 2 (0.65%) SAP
10 2 (0.65%) Workday