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 16 July 2026, with comparisons to the same periods in the previous two years.

6 months to
16 Jul 2026
Same period 2025 Same period 2024
Rank 340 258 323
Rank change year-on-year -82 +65 -149
Permanent jobs citing Big Data 92 178 269
As % of all permanent jobs with remote/hybrid work options 0.43% 1.08% 0.85%
As % of the Database & Business Intelligence category 3.09% 5.47% 4.01%
Number of salaries quoted 82 66 225
10th Percentile £46,500 £25,156 £48,100
25th Percentile £56,250 £41,563 £60,000
Median annual salary (50th Percentile) £66,805 £65,000 £85,000
Median % change year-on-year +2.78% -23.53% +21.43%
75th Percentile £90,000 £80,000 £115,000
90th Percentile - £102,410 £127,000
UK median annual salary £72,500 £65,000 £80,000
% change year-on-year +11.54% -18.75% +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 2,974 3,252 6,709
As % of all permanent jobs with a WFH option 13.93% 19.70% 21.09%
Number of salaries quoted 2,382 2,183 5,528
10th Percentile £37,250 £36,247 £37,500
25th Percentile £45,041 £46,750 £45,000
Median annual salary (50th Percentile) £60,000 £64,000 £60,000
Median % change year-on-year -6.25% +6.67% -4.00%
75th Percentile £77,500 £83,750 £83,759
90th Percentile £95,000 £115,000 £118,750
UK median annual salary £60,000 £60,743 £57,500
% change year-on-year -1.22% +5.64% -8.00%

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 16 July 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 21 (22.83%) Apache Spark
2 7 (7.61%) Apache
3 4 (4.35%) Apache Airflow
3 4 (4.35%) Jupyter
4 1 (1.09%) Palantir Foundry
Applications
1 5 (5.43%) Microsoft Excel
2 3 (3.26%) Trello
3 1 (1.09%) Chatbot
3 1 (1.09%) Microsoft Project
Cloud Services
1 47 (51.09%) Azure
2 30 (32.61%) Azure Synapse Analytics
3 28 (30.43%) Power Platform
4 26 (28.26%) AWS
5 18 (19.57%) Cloud Computing
6 9 (9.78%) Azure Data Factory
7 8 (8.70%) GitHub
8 5 (5.43%) GCP
8 5 (5.43%) SaaS
9 3 (3.26%) dbt
9 3 (3.26%) Vertex AI
10 2 (2.17%) Amazon CloudWatch
10 2 (2.17%) Amazon EC2
10 2 (2.17%) Amazon ECR
10 2 (2.17%) Amazon EMR
10 2 (2.17%) Amazon S3
10 2 (2.17%) GitHub Actions
10 2 (2.17%) Microsoft Purview
10 2 (2.17%) Snowflake
10 2 (2.17%) Stripe
Communications & Networking
1 1 (1.09%) Broadband
Database & Business Intelligence
1 28 (30.43%) Power BI
2 16 (17.39%) Data Warehouse
3 9 (9.78%) Data Lake
4 8 (8.70%) NoSQL
5 4 (4.35%) MongoDB
5 4 (4.35%) PostgreSQL
6 3 (3.26%) Amazon Athena
6 3 (3.26%) DynamoDB
6 3 (3.26%) Hadoop
6 3 (3.26%) MySQL
6 3 (3.26%) Tableau
7 2 (2.17%) Apache Cassandra
7 2 (2.17%) Delta Lake
7 2 (2.17%) MariaDB
7 2 (2.17%) Metadata
7 2 (2.17%) QlikView
8 1 (1.09%) Apache Hive
8 1 (1.09%) Apache Iceberg
8 1 (1.09%) SQL Server Integration Services
8 1 (1.09%) Trino
Development Applications
1 8 (8.70%) Git
2 5 (5.43%) GitLab
2 5 (5.43%) JIRA
3 2 (2.17%) Claude Code
3 2 (2.17%) MLflow
3 2 (2.17%) Visual Studio Code
4 1 (1.09%) Jenkins
General
1 23 (25.00%) Finance
2 18 (19.57%) Analytical Skills
3 12 (13.04%) Public Sector
3 12 (13.04%) Social Skills
4 4 (4.35%) Inclusion and Diversity
5 3 (3.26%) Financial Institution
5 3 (3.26%) Presentation Skills
6 2 (2.17%) Influencing Skills
6 2 (2.17%) Legal
6 2 (2.17%) Marketing
6 2 (2.17%) Tech for Good
6 2 (2.17%) Telecoms
7 1 (1.09%) Billing
7 1 (1.09%) Danish Language
7 1 (1.09%) Manufacturing
7 1 (1.09%) Pharmaceutical
Job Titles
1 34 (36.96%) Data Engineer
2 29 (31.52%) Lead
3 24 (26.09%) Big Data Engineer
3 24 (26.09%) DataOps Engineer
3 24 (26.09%) DataOps Leader
3 24 (26.09%) Lead Big Data Engineer
4 16 (17.39%) Accountant
4 16 (17.39%) Financial Accountant
5 15 (16.30%) Senior
6 13 (14.13%) Lead Data Engineer
7 12 (13.04%) Operations Engineer
8 6 (6.52%) Senior Data Engineer
9 5 (5.43%) Data Scientist
10 4 (4.35%) AWS Engineer
10 4 (4.35%) Developer
10 4 (4.35%) Senior Software Engineer
10 4 (4.35%) Software Engineer
11 3 (3.26%) Consultant
11 3 (3.26%) Data Architect
11 3 (3.26%) Data Manager
Libraries, Frameworks & Software Standards
1 11 (11.96%) PySpark
2 10 (10.87%) Kafka
3 3 (3.26%) Flask
4 2 (2.17%) Laravel
4 2 (2.17%) Ruby on Rails
5 1 (1.09%) Apache Beam
5 1 (1.09%) Apache NiFi
5 1 (1.09%) JSON
5 1 (1.09%) NumPy
5 1 (1.09%) Pandas
5 1 (1.09%) PyTorch
5 1 (1.09%) REST
5 1 (1.09%) scikit-learn
5 1 (1.09%) TensorFlow
Miscellaneous
1 16 (17.39%) Social Network
2 7 (7.61%) Algorithms
3 6 (6.52%) Life Science
4 5 (5.43%) Distributed Computing
5 3 (3.26%) Analytical Mindset
5 3 (3.26%) Cloud Native
5 3 (3.26%) Credit Risk
5 3 (3.26%) Data Structures
5 3 (3.26%) Private Cloud
5 3 (3.26%) Product Ownership
6 2 (2.17%) Data Protection Act
6 2 (2.17%) Distributed Systems
6 2 (2.17%) Educational Technology
6 2 (2.17%) Greenfield Project
6 2 (2.17%) Legacy Systems
6 2 (2.17%) PMI
7 1 (1.09%) AI Agents
7 1 (1.09%) Client/Server
7 1 (1.09%) Data Fabric
7 1 (1.09%) Genomics
Operating Systems
1 1 (1.09%) Linux
Processes & Methodologies
1 39 (42.39%) AI
1 39 (42.39%) CI/CD
2 34 (36.96%) Analytics
3 28 (30.43%) Business Intelligence
3 28 (30.43%) Data Pipeline
3 28 (30.43%) Incident Response
4 27 (29.35%) Problem-Solving
5 26 (28.26%) Incident Management
5 26 (28.26%) Observability
6 25 (27.17%) Cost Optimisation
6 25 (27.17%) FinOps
7 24 (26.09%) Cost Management
7 24 (26.09%) DataOps
8 21 (22.83%) Agile
9 20 (21.74%) Data Engineering
9 20 (21.74%) Data Modelling
10 18 (19.57%) Machine Learning
11 16 (17.39%) Budgeting
12 15 (16.30%) ETL
13 14 (15.22%) Decision-Making
Programming Languages
1 40 (43.48%) Python
2 32 (34.78%) SQL
3 5 (5.43%) VBA
4 4 (4.35%) JavaScript
5 3 (3.26%) Bash
5 3 (3.26%) Scala
6 2 (2.17%) Bicep
6 2 (2.17%) Java
6 2 (2.17%) Ruby
7 1 (1.09%) PowerShell
7 1 (1.09%) R
Qualifications
1 21 (22.83%) Security Cleared
2 17 (18.48%) SC Cleared
3 16 (17.39%) ACCA
4 6 (6.52%) Degree
5 3 (3.26%) Numerate Degree
5 3 (3.26%) PMI Certification
6 1 (1.09%) Azure Certification
6 1 (1.09%) Computer Science Degree
6 1 (1.09%) DV Cleared
6 1 (1.09%) Master's Degree
6 1 (1.09%) PMP
Quality Assurance & Compliance
1 24 (26.09%) SLA
2 18 (19.57%) IFRS
3 14 (15.22%) Data Quality
4 3 (3.26%) GDPR
5 2 (2.17%) IFRS 17
5 2 (2.17%) QA
5 2 (2.17%) Solvency II
6 1 (1.09%) Accessibility
6 1 (1.09%) GxP
System Software
1 5 (5.43%) Docker
Systems Management
1 9 (9.78%) Terraform
2 1 (1.09%) Ansible
2 1 (1.09%) Kubernetes
Vendors
1 36 (39.13%) Databricks
2 6 (6.52%) Informatica
2 6 (6.52%) Microsoft
3 4 (4.35%) Google
4 2 (2.17%) OpenAI
5 1 (1.09%) Alteryx
5 1 (1.09%) Cognizant
5 1 (1.09%) Foundry
5 1 (1.09%) MuleSoft
5 1 (1.09%) Oracle
5 1 (1.09%) Palantir
5 1 (1.09%) Salesforce
5 1 (1.09%) Talend