Hybrid/Remote Big Data Job Trends

Big Data
UK > Work from Home

The table below provides summary statistics and salary benchmarking for remote or hybrid work requiring Big Data skills. It covers permanent job vacancies from the 6 months leading up to 10 June 2026, with comparisons to the same periods in the previous two years.

6 months to
10 Jun 2026
Same period 2025 Same period 2024
Rank 321 240 329
Rank change year-on-year -81 +89 -187
Permanent jobs citing Big Data 91 209 287
As % of all permanent jobs with remote/hybrid work options 0.47% 1.38% 0.84%
As % of the Database & Business Intelligence category 3.55% 6.37% 3.83%
Number of salaries quoted 80 92 240
10th Percentile £50,775 £25,000 £43,470
25th Percentile £56,719 £25,313 £60,000
Median annual salary (50th Percentile) £66,250 £47,750 £87,500
Median % change year-on-year +38.74% -45.43% +25.00%
75th Percentile £90,000 £75,313 £113,125
90th Percentile - £102,410 £142,625
UK median annual salary £75,000 £57,500 £80,000
% change year-on-year +30.43% -28.13% +14.29%

All Database & Business Intelligence Skills
Work from Home

Big Data 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 with remote or hybrid options requiring database or business intelligence skills.

Permanent vacancies with a requirement for database or business intelligence skills 2,564 3,283 7,485
As % of all permanent jobs with a WFH option 13.18% 21.72% 21.90%
Number of salaries quoted 1,961 2,199 6,274
10th Percentile £37,500 £36,250 £37,000
25th Percentile £46,250 £47,500 £43,750
Median annual salary (50th Percentile) £60,000 £65,000 £57,500
Median % change year-on-year -7.69% +13.04% -11.54%
75th Percentile £79,336 £85,000 £77,500
90th Percentile £95,000 £115,000 £105,000
UK median annual salary £60,000 £62,500 £57,500
% change year-on-year -4.00% +8.70% -11.54%

Big Data
Job Vacancy Trend for Remote/Hybrid Jobs

Historical trend showing the proportion of permanent IT job postings citing Big Data and offering remote or hybrid work options relative to all permanent IT jobs advertised.

Big Data job vacancy trend for remote/hybrid jobs

Big Data
Salary Trend for Remote/Hybrid Jobs

Salary distribution trend for jobs with remote/hybrid work options citing Big Data.

Salary distribution trend for jobs with remote/hybrid work options citing Big Data

Big Data
Salary Histogram for Remote/Hybrid Jobs

Salary distribution for jobs with remote/hybrid work options citing Big Data over the 6 months to 10 June 2026.

Big Data salary histogram for jobs with remote/hybrid work options

Big Data
Co-Occurring Skills & Capabilities in Remote/Hybrid Jobs 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 17 (18.68%) Apache Spark
2 8 (8.79%) Apache
3 4 (4.40%) Apache Airflow
3 4 (4.40%) Jupyter
4 1 (1.10%) Palantir Foundry
Applications
1 5 (5.49%) Microsoft Excel
2 3 (3.30%) Trello
3 1 (1.10%) Chatbot
3 1 (1.10%) Microsoft Project
Cloud Services
1 46 (50.55%) Azure
2 34 (37.36%) Azure Synapse Analytics
3 31 (34.07%) Power Platform
4 21 (23.08%) Cloud Computing
5 19 (20.88%) AWS
6 8 (8.79%) Azure Data Factory
7 7 (7.69%) GitHub
8 6 (6.59%) GCP
9 5 (5.49%) SaaS
10 3 (3.30%) dbt
10 3 (3.30%) Vertex AI
11 2 (2.20%) Amazon CloudWatch
11 2 (2.20%) Amazon EC2
11 2 (2.20%) Amazon ECR
11 2 (2.20%) Amazon EMR
11 2 (2.20%) Amazon S3
11 2 (2.20%) AWS CloudFormation
11 2 (2.20%) GitHub Actions
11 2 (2.20%) Microsoft Purview
11 2 (2.20%) Snowflake
Communications & Networking
1 2 (2.20%) Broadband
2 1 (1.10%) AMQP
Database & Business Intelligence
1 31 (34.07%) Power BI
2 12 (13.19%) Data Warehouse
3 8 (8.79%) Data Lake
4 7 (7.69%) NoSQL
5 4 (4.40%) Hadoop
5 4 (4.40%) MongoDB
6 3 (3.30%) Amazon Athena
6 3 (3.30%) Delta Lake
6 3 (3.30%) DynamoDB
6 3 (3.30%) PostgreSQL
7 2 (2.20%) Apache Iceberg
7 2 (2.20%) BigQuery
7 2 (2.20%) Metadata
7 2 (2.20%) Parquet
7 2 (2.20%) QlikView
7 2 (2.20%) Tableau
8 1 (1.10%) Apache Cassandra
8 1 (1.10%) Apache Hive
8 1 (1.10%) BusinessObjects
8 1 (1.10%) SQL Server Integration Services
Development Applications
1 8 (8.79%) Git
2 5 (5.49%) GitLab
2 5 (5.49%) JIRA
3 2 (2.20%) Claude Code
3 2 (2.20%) MLflow
3 2 (2.20%) Visual Studio Code
General
1 26 (28.57%) Finance
2 18 (19.78%) Analytical Skills
3 8 (8.79%) Social Skills
4 7 (7.69%) Public Sector
5 4 (4.40%) Inclusion and Diversity
6 3 (3.30%) Financial Institution
6 3 (3.30%) Presentation Skills
7 2 (2.20%) Influencing Skills
7 2 (2.20%) Legal
7 2 (2.20%) Tech for Good
7 2 (2.20%) Telecoms
8 1 (1.10%) Billing
8 1 (1.10%) Danish Language
8 1 (1.10%) Manufacturing
8 1 (1.10%) Marketing
8 1 (1.10%) Pharmaceutical
Job Titles
1 33 (36.26%) Lead
2 28 (30.77%) Big Data Engineer
2 28 (30.77%) Data Engineer
2 28 (30.77%) DataOps Engineer
2 28 (30.77%) DataOps Leader
2 28 (30.77%) Lead Big Data Engineer
3 19 (20.88%) Accountant
3 19 (20.88%) Financial Accountant
4 13 (14.29%) Lead Data Engineer
5 12 (13.19%) Operations Engineer
6 8 (8.79%) Senior
7 6 (6.59%) Data Scientist
8 5 (5.49%) Software Engineer
9 4 (4.40%) AWS Engineer
9 4 (4.40%) Senior Software Engineer
10 3 (3.30%) Analytics Consultant
10 3 (3.30%) Architect
10 3 (3.30%) Artificial Intelligence Engineer
10 3 (3.30%) Consultant
10 3 (3.30%) Data Architect
Libraries, Frameworks & Software Standards
1 6 (6.59%) PySpark
2 5 (5.49%) Kafka
3 3 (3.30%) Flask
4 2 (2.20%) REST
4 2 (2.20%) Ruby on Rails
4 2 (2.20%) TensorFlow
5 1 (1.10%) AngularJS
5 1 (1.10%) gRPC
5 1 (1.10%) JSON
5 1 (1.10%) Material-UI
5 1 (1.10%) Node.js
5 1 (1.10%) NumPy
5 1 (1.10%) OpenAPI
5 1 (1.10%) Pandas
5 1 (1.10%) RabbitMQ
5 1 (1.10%) React
5 1 (1.10%) scikit-learn
5 1 (1.10%) Spring
5 1 (1.10%) Spring Boot
5 1 (1.10%) Swagger
Miscellaneous
1 19 (20.88%) Social Network
2 8 (8.79%) Algorithms
3 6 (6.59%) Life Science
4 5 (5.49%) Distributed Computing
5 4 (4.40%) Cloud Native
6 3 (3.30%) Analytical Mindset
6 3 (3.30%) Credit Risk
6 3 (3.30%) Data Structures
6 3 (3.30%) Private Cloud
6 3 (3.30%) Product Ownership
7 2 (2.20%) Data Protection Act
7 2 (2.20%) Distributed Systems
7 2 (2.20%) Educational Technology
7 2 (2.20%) Greenfield Project
7 2 (2.20%) Legacy Systems
8 1 (1.10%) Client/Server
8 1 (1.10%) NHS
8 1 (1.10%) Pharmacovigilance
8 1 (1.10%) Public Cloud
8 1 (1.10%) Virtual Team
Operating Systems
1 2 (2.20%) Linux
2 1 (1.10%) CentOS
2 1 (1.10%) Debian
2 1 (1.10%) Red Hat Enterprise Linux
2 1 (1.10%) Ubuntu
Processes & Methodologies
1 44 (48.35%) CI/CD
2 42 (46.15%) AI
3 32 (35.16%) Incident Response
4 31 (34.07%) Business Intelligence
4 31 (34.07%) Observability
5 30 (32.97%) Incident Management
6 29 (31.87%) Analytics
6 29 (31.87%) Cost Optimisation
6 29 (31.87%) FinOps
7 28 (30.77%) Cost Management
7 28 (30.77%) DataOps
8 25 (27.47%) Problem-Solving
9 22 (24.18%) Data Pipeline
10 19 (20.88%) Budgeting
11 18 (19.78%) Agile
11 18 (19.78%) Data Modelling
11 18 (19.78%) Machine Learning
12 14 (15.38%) Data Science
12 14 (15.38%) Decision-Making
13 13 (14.29%) Data Engineering
Programming Languages
1 36 (39.56%) Python
2 24 (26.37%) SQL
3 5 (5.49%) VBA
4 4 (4.40%) JavaScript
5 3 (3.30%) Bash
5 3 (3.30%) Java
6 2 (2.20%) Bicep
6 2 (2.20%) Ruby
6 2 (2.20%) Scala
7 1 (1.10%) R
Qualifications
1 19 (20.88%) ACCA
2 14 (15.38%) Security Cleared
3 11 (12.09%) SC Cleared
4 6 (6.59%) Degree
5 3 (3.30%) Numerate Degree
6 1 (1.10%) Azure Certification
6 1 (1.10%) Computer Science Degree
6 1 (1.10%) DV Cleared
6 1 (1.10%) Master's Degree
6 1 (1.10%) PMI Certification
6 1 (1.10%) PMP
Quality Assurance & Compliance
1 28 (30.77%) SLA
2 21 (23.08%) IFRS
3 13 (14.29%) Data Quality
4 3 (3.30%) GDPR
5 2 (2.20%) IFRS 17
5 2 (2.20%) QA
5 2 (2.20%) Solvency II
6 1 (1.10%) Accessibility
6 1 (1.10%) GxP
System Software
1 5 (5.49%) Docker
Systems Management
1 9 (9.89%) Terraform
2 1 (1.10%) Ansible
2 1 (1.10%) Kubernetes
2 1 (1.10%) Puppet
Vendors
1 40 (43.96%) Databricks
2 6 (6.59%) Microsoft
3 3 (3.30%) Google
4 1 (1.10%) Alteryx
4 1 (1.10%) Cognizant
4 1 (1.10%) Foundry
4 1 (1.10%) MuleSoft
4 1 (1.10%) Oracle
4 1 (1.10%) Palantir
4 1 (1.10%) Red Hat
4 1 (1.10%) Salesforce
4 1 (1.10%) SaltStack