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 23 January 2026, with comparisons to the same periods in the previous two years.

6 months to
23 Jan 2026
Same period 2025 Same period 2024
Rank 310 261 204
Rank change year-on-year -49 -57 -51
Permanent jobs citing Big Data 57 182 386
As % of all permanent jobs with remote/hybrid work options 0.37% 1.11% 1.58%
As % of the Database & Business Intelligence category 2.69% 4.37% 6.36%
Number of salaries quoted 41 138 250
10th Percentile £52,500 £25,000 £46,000
25th Percentile £56,875 £30,375 £62,500
Median annual salary (50th Percentile) £67,500 £80,000 £79,632
Median % change year-on-year -15.63% +0.46% -0.46%
75th Percentile £87,500 £110,000 £101,875
90th Percentile £90,000 £120,000 £110,000
UK median annual salary £71,000 £75,000 £79,632
% change year-on-year -5.33% -5.82% -0.46%

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 2,119 4,164 6,065
As % of all permanent jobs with a WFH option 13.63% 25.40% 24.88%
Number of salaries quoted 1,565 2,472 5,043
10th Percentile £37,500 £40,000 £37,500
25th Percentile £46,104 £50,000 £46,050
Median annual salary (50th Percentile) £62,500 £69,308 £60,000
Median % change year-on-year -9.82% +15.51% -4.00%
75th Percentile £81,250 £92,500 £75,000
90th Percentile £100,000 £118,750 £92,500
UK median annual salary £60,000 £64,500 £60,000
% change year-on-year -6.98% +7.50% -4.00%

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 23 January 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 9 (15.79%) Apache Spark
2 4 (7.02%) Apache
3 2 (3.51%) Apache Airflow
4 1 (1.75%) SAS
Applications
1 15 (26.32%) Microsoft Excel
Business Applications
1 2 (3.51%) Dynamics CRM
Cloud Services
1 22 (38.60%) Azure
2 20 (35.09%) Cloud Computing
3 10 (17.54%) AWS
3 10 (17.54%) GCP
4 9 (15.79%) Power Platform
5 7 (12.28%) Azure Synapse Analytics
6 4 (7.02%) OpenShift
7 3 (5.26%) Google Workspace
7 3 (5.26%) SaaS
8 2 (3.51%) AWS Lambda
8 2 (3.51%) Dynamics 365
8 2 (3.51%) Microsoft Copilot
8 2 (3.51%) Serverless
9 1 (1.75%) Amazon EKS
9 1 (1.75%) Amazon EMR
9 1 (1.75%) AWS CloudFormation
9 1 (1.75%) Azure Data Factory
9 1 (1.75%) Azure Machine Learning
Communications & Networking
1 6 (10.53%) Broadband
2 3 (5.26%) Kerberos
3 1 (1.75%) AMQP
Database & Business Intelligence
1 11 (19.30%) Hadoop
2 9 (15.79%) Power BI
3 8 (14.04%) Data Warehouse
4 5 (8.77%) NoSQL
5 4 (7.02%) Apache Hive
5 4 (7.02%) SQL Server
6 3 (5.26%) Azure SQL Database
6 3 (5.26%) MongoDB
6 3 (5.26%) Neo4j
7 2 (3.51%) BigQuery
7 2 (3.51%) Data Lake
8 1 (1.75%) Amazon Athena
8 1 (1.75%) Apache Iceberg
8 1 (1.75%) Azure SQL Data Warehouse
8 1 (1.75%) Cloudera CDH
8 1 (1.75%) Delta Lake
8 1 (1.75%) Impala
8 1 (1.75%) Metadata
8 1 (1.75%) MySQL
8 1 (1.75%) Parquet
Development Applications
1 1 (1.75%) Cucumber
1 1 (1.75%) Git
1 1 (1.75%) Jenkins
1 1 (1.75%) JMeter
1 1 (1.75%) JUnit
1 1 (1.75%) Selenium
1 1 (1.75%) WebDriver
General
1 27 (47.37%) Finance
2 6 (10.53%) Analytical Skills
2 6 (10.53%) Social Skills
3 3 (5.26%) Avionics
3 3 (5.26%) Electronics
3 3 (5.26%) Marketing
3 3 (5.26%) Presentation Skills
4 2 (3.51%) Law
5 1 (1.75%) Aerospace
5 1 (1.75%) Retail
5 1 (1.75%) Telecoms
Job Titles
1 20 (35.09%) Accountant
1 20 (35.09%) Financial Accountant
2 15 (26.32%) Data Engineer
3 11 (19.30%) Lead
4 9 (15.79%) Senior
5 8 (14.04%) Senior Data Engineer
6 7 (12.28%) Big Data Engineer
6 7 (12.28%) DataOps Engineer
6 7 (12.28%) DataOps Leader
6 7 (12.28%) Lead Big Data Engineer
7 4 (7.02%) Azure Data Engineer
7 4 (7.02%) Azure Engineer
8 3 (5.26%) Architect
8 3 (5.26%) Data Architect
8 3 (5.26%) Data Scientist
8 3 (5.26%) Principal Data Scientist
8 3 (5.26%) Senior Data Scientist
9 2 (3.51%) Consultant
9 2 (3.51%) Data Analytics Consultant
9 2 (3.51%) Data Consultant
Libraries, Frameworks & Software Standards
1 4 (7.02%) Kafka
2 3 (5.26%) LDAP
2 3 (5.26%) OAuth
2 3 (5.26%) OAuth2
2 3 (5.26%) TensorFlow
3 2 (3.51%) AngularJS
3 2 (3.51%) React
3 2 (3.51%) REST
4 1 (1.75%) .NET
4 1 (1.75%) Apache Thrift
4 1 (1.75%) gRPC
4 1 (1.75%) JDBC
4 1 (1.75%) JSON
4 1 (1.75%) Material-UI
4 1 (1.75%) Node.js
4 1 (1.75%) ODBC
4 1 (1.75%) RabbitMQ
4 1 (1.75%) Spring
4 1 (1.75%) Spring Boot
4 1 (1.75%) Swagger
Miscellaneous
1 20 (35.09%) Social Network
2 6 (10.53%) Algorithms
3 4 (7.02%) Cloud Native
3 4 (7.02%) Distributed Systems
4 3 (5.26%) Linux Command Line
5 2 (3.51%) Distributed Architecture
5 2 (3.51%) IoT
5 2 (3.51%) Smart Home
6 1 (1.75%) Management Information System
6 1 (1.75%) Mobile App
6 1 (1.75%) Public Cloud
6 1 (1.75%) Self-Motivation
6 1 (1.75%) Virtual Team
Operating Systems
1 6 (10.53%) Linux
2 3 (5.26%) Unix
3 1 (1.75%) CentOS
3 1 (1.75%) Debian
3 1 (1.75%) Red Hat Enterprise Linux
3 1 (1.75%) Ubuntu
Processes & Methodologies
1 35 (61.40%) AI
2 14 (24.56%) Analytics
2 14 (24.56%) Problem-Solving
3 12 (21.05%) CI/CD
3 12 (21.05%) Data Pipeline
4 10 (17.54%) Business Intelligence
4 10 (17.54%) Data Science
4 10 (17.54%) Roadmaps
5 9 (15.79%) Machine Learning
6 8 (14.04%) Computer Science
6 8 (14.04%) Data Engineering
6 8 (14.04%) ETL
6 8 (14.04%) Observability
7 7 (12.28%) Containerisation
7 7 (12.28%) Cost Management
7 7 (12.28%) Cost Optimisation
7 7 (12.28%) Data Analysis
7 7 (12.28%) DataOps
7 7 (12.28%) FinOps
7 7 (12.28%) Incident Response
Programming Languages
1 19 (33.33%) Python
2 15 (26.32%) SQL
3 6 (10.53%) Java
4 3 (5.26%) C
4 3 (5.26%) Google Apps Script
4 3 (5.26%) MATLAB
4 3 (5.26%) Scala
4 3 (5.26%) Tcl
5 2 (3.51%) JavaScript
6 1 (1.75%) Bash
6 1 (1.75%) C#
6 1 (1.75%) R
Qualifications
1 20 (35.09%) ACCA
2 8 (14.04%) Degree
3 5 (8.77%) SC Cleared
3 5 (8.77%) Security Cleared
4 4 (7.02%) BPSS Clearance
4 4 (7.02%) Computer Science Degree
5 2 (3.51%) Microsoft Certification
Quality Assurance & Compliance
1 20 (35.09%) IFRS
2 15 (26.32%) GAAP
3 7 (12.28%) SLA
4 4 (7.02%) Data Quality
5 1 (1.75%) Accessibility
5 1 (1.75%) QA
System Software
1 3 (5.26%) Active Directory
1 3 (5.26%) Docker
2 2 (3.51%) Firmware
3 1 (1.75%) HDFS
Systems Management
1 4 (7.02%) Ansible
1 4 (7.02%) Kubernetes
2 2 (3.51%) Terraform
3 1 (1.75%) Puppet
Vendors
1 12 (21.05%) Databricks
2 7 (12.28%) Google
3 4 (7.02%) Microsoft
4 3 (5.26%) Dell
4 3 (5.26%) Oracle
5 1 (1.75%) Cloudera
5 1 (1.75%) Informatica
5 1 (1.75%) Red Hat
5 1 (1.75%) SaltStack