Distributed Computing Job Trends

Distributed Computing
UK

The table below looks at the prevalence of the term Distributed Computing in permanent job vacancies. Included is a benchmarking guide to the salaries offered in vacancies that cited Distributed Computing over the 6 months leading up to 12 October 2026, comparing them to the same period in the previous two years.

6 months to
12 Oct 2026
Same period 2025 Same period 2024
Rank 700 638 701
Rank change year-on-year -62 +63 -4
Permanent jobs citing Distributed Computing 112 34 62
As % of all permanent jobs in the UK 0.095% 0.069% 0.086%
As % of the Miscellaneous category 0.35% 0.17% 0.27%
Number of salaries quoted 58 9 40
10th Percentile £51,975 £61,000 £46,923
25th Percentile £65,000 £71,250 £47,500
Median annual salary (50th Percentile) £75,000 £77,500 £92,500
Median % change year-on-year -3.23% -16.22% +8.82%
75th Percentile £89,375 £137,500 £115,625
90th Percentile £117,500 £200,000 £150,000
UK excluding London median annual salary £65,000 £62,500 £50,000
% change year-on-year +4.00% +25.00% -31.03%

All Generic Skills
UK

Distributed Computing falls under the General and Transferable Skills category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring generic IT skills.

Permanent vacancies with a requirement for generic IT skills 31,812 19,994 23,098
As % of all permanent jobs advertised in the UK 26.97% 40.67% 32.08%
Number of salaries quoted 19,473 10,163 11,491
10th Percentile £30,750 £28,000 £32,500
25th Percentile £40,500 £36,250 £45,000
Median annual salary (50th Percentile) £55,000 £55,000 £60,000
Median % change year-on-year - -8.33% -4.00%
75th Percentile £79,750 £77,500 £83,750
90th Percentile £100,000 £102,500 £110,000
UK excluding London median annual salary £51,500 £45,000 £53,000
% change year-on-year +14.44% -15.09% -3.64%

Distributed Computing
Job Vacancy Trend

Historical trend showing the proportion of permanent IT job postings citing Distributed Computing relative to all permanent IT jobs advertised.

Distributed Computing job vacancy trend in the UK

Distributed Computing
Salary Trend

Salary distribution trend for jobs in the UK citing Distributed Computing.

Salary distribution trend for jobs in the UK citing Distributed Computing

Distributed Computing
Salary Histogram

Salary distribution for jobs citing Distributed Computing over the 6 months to 12 October 2026.

Salary histogram for Distributed Computing in the UK

Distributed Computing
Top 10 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Distributed Computing within the UK over the 6 months to 12 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England -60 111 £75,000 -4.76% 163
London -39 56 £85,000 -20.93% 122
UK excluding London -87 55 £65,000 +4.00% 51
South East - 28 £65,000 - 17
North of England - 17 £85,000 - 11
North East - 17 £85,000 - 5
Work from Home -44 10 £60,000 -20.00% 37
South West - 9 £60,000 - 4
West Midlands -40 1 - - 2
Midlands -44 1 - - 6

Distributed Computing
Co-Occurring Skills & Capabilities 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 11 (9.82%) Apache Airflow
1 11 (9.82%) Apache Spark
2 9 (8.04%) Confluence
3 6 (5.36%) Apache
4 2 (1.79%) Jupyter
Applications
1 9 (8.04%) Microsoft Project
2 7 (6.25%) Microsoft Office
3 2 (1.79%) Microsoft Excel
Business Applications
1 9 (8.04%) Fidessa
Cloud Services
1 82 (73.21%) AWS
2 32 (28.57%) Cloud Computing
3 28 (25.00%) Azure
4 17 (15.18%) Amazon EMR
5 15 (13.39%) Amazon S3
6 13 (11.61%) AWS CloudFormation
6 13 (11.61%) GCP
7 4 (3.57%) Amazon CloudSearch
7 4 (3.57%) Amazon Kinesis
7 4 (3.57%) Azure Data Factory
8 3 (2.68%) Anthropic Claude
8 3 (2.68%) Azure DevOps
8 3 (2.68%) GitHub
8 3 (2.68%) n8n
9 2 (1.79%) Amazon Bedrock
9 2 (1.79%) Azure Synapse Analytics
9 2 (1.79%) GitHub Actions
9 2 (1.79%) Microsoft Purview
9 2 (1.79%) Vertex AI
10 1 (0.89%) dbt
Communications & Networking
1 9 (8.04%) Multicast
2 7 (6.25%) FIX Connectivity
3 1 (0.89%) DNS
3 1 (0.89%) Firewall
3 1 (0.89%) VLAN
3 1 (0.89%) VPN
3 1 (0.89%) WireGuard
Database & Business Intelligence
1 21 (18.75%) Big Data
2 18 (16.07%) Data Lake
2 18 (16.07%) Data Warehouse
2 18 (16.07%) SQL Server
3 17 (15.18%) Amazon Redshift
4 15 (13.39%) Metadata
5 13 (11.61%) PostgreSQL
6 7 (6.25%) Amazon Aurora
6 7 (6.25%) DynamoDB
6 7 (6.25%) MySQL
7 5 (4.46%) NoSQL
8 4 (3.57%) Amazon Athena
8 4 (3.57%) Elasticsearch
8 4 (3.57%) Electronic Patient Records
8 4 (3.57%) Flink
9 3 (2.68%) MongoDB
10 2 (1.79%) Delta Lake
10 2 (1.79%) Pinecone
11 1 (0.89%) HBase
11 1 (0.89%) Parquet
Development Applications
1 10 (8.93%) JIRA
2 6 (5.36%) Git
3 3 (2.68%) Claude Code
4 2 (1.79%) MLflow
4 2 (1.79%) Visual Studio Code
5 1 (0.89%) TeamCity
5 1 (0.89%) Visual Studio
General
1 19 (16.96%) Analytical Skills
1 19 (16.96%) Finance
2 13 (11.61%) Public Sector
3 10 (8.93%) Social Skills
4 9 (8.04%) Organisational Skills
4 9 (8.04%) Spanish Language
5 7 (6.25%) Aerospace
6 6 (5.36%) Automotive
7 2 (1.79%) Banking
7 2 (1.79%) Inclusion and Diversity
7 2 (1.79%) Influencing Skills
7 2 (1.79%) Law
7 2 (1.79%) Marketing
7 2 (1.79%) Retail Banking
8 1 (0.89%) Front Office
Job Titles
1 33 (29.46%) Python Engineer
2 31 (27.68%) Software Engineer
3 26 (23.21%) Consultant
3 26 (23.21%) Professional Services Consultant
4 24 (21.43%) AWS Engineer
4 24 (21.43%) AWS Software Engineer
4 24 (21.43%) C# Software Engineer
4 24 (21.43%) C++ Software Engineer
4 24 (21.43%) Data Engineer
4 24 (21.43%) Python Software Engineer
5 16 (14.29%) Senior
6 14 (12.50%) Senior Consultant
6 14 (12.50%) Senior Professional Services Consultant
7 13 (11.61%) Data Consultant
7 13 (11.61%) Migration Consultant
8 9 (8.04%) Analyst
8 9 (8.04%) Business Analyst
8 9 (8.04%) Business Manager
8 9 (8.04%) Product Analyst
8 9 (8.04%) Product Manager
Libraries, Frameworks & Software Standards
1 10 (8.93%) Kafka
2 9 (8.04%) FIX Protocol
3 6 (5.36%) Django
3 6 (5.36%) Vue
4 5 (4.46%) Apache NiFi
5 4 (3.57%) Terraform
6 2 (1.79%) CrewAI
6 2 (1.79%) LangChain
6 2 (1.79%) LangGraph
6 2 (1.79%) Model Context Protocol
6 2 (1.79%) OpenMP
6 2 (1.79%) PySpark
7 1 (0.89%) .NET
7 1 (0.89%) .NET Core
7 1 (0.89%) FastAPI
7 1 (0.89%) Flask
7 1 (0.89%) Gradio
7 1 (0.89%) NumPy
7 1 (0.89%) Streamlit
7 1 (0.89%) Web Services
Miscellaneous
1 39 (34.82%) Onboarding
2 19 (16.96%) Data Centre
2 19 (16.96%) Enterprise Cloud
3 16 (14.29%) Legacy Systems
4 13 (11.61%) Distributed Architecture
4 13 (11.61%) Mainframe
5 11 (9.82%) Equities
6 10 (8.93%) Fixed Income
6 10 (8.93%) Foreign Exchange (FX)
7 9 (8.04%) Cloud Native
7 9 (8.04%) Distributed Systems
7 9 (8.04%) Eurex
8 5 (4.46%) Algorithms
9 4 (3.57%) IoT
10 2 (1.79%) CUDA
10 2 (1.79%) Data Protection Act
10 2 (1.79%) Data Structures
10 2 (1.79%) Market Risk
10 2 (1.79%) Product Ownership
11 1 (0.89%) Podcast
Operating Systems
1 19 (16.96%) Linux
2 11 (9.82%) Windows
3 2 (1.79%) Unix
4 1 (0.89%) Android
4 1 (0.89%) macOS
4 1 (0.89%) Ubuntu
4 1 (0.89%) Windows Server
Processes & Methodologies
1 38 (33.93%) Software Engineering
2 33 (29.46%) Analytics
3 31 (27.68%) AI
4 28 (25.00%) Agile
4 28 (25.00%) Data Modelling
4 28 (25.00%) Project Delivery
5 27 (24.11%) ETL
5 27 (24.11%) Mentoring
6 26 (23.21%) Migration
7 23 (20.54%) Computational Fluid Dynamics
7 23 (20.54%) Finite Element Analysis
7 23 (20.54%) Problem-Solving
7 23 (20.54%) Project Management
8 20 (17.86%) Database Migration
8 20 (17.86%) Machine Learning
9 18 (16.07%) Data Strategy
9 18 (16.07%) Performance Optimisation
10 17 (15.18%) Data Engineering
11 15 (13.39%) Data Security
11 15 (13.39%) Metadata Management
Programming Languages
1 58 (51.79%) Python
2 27 (24.11%) C++
3 25 (22.32%) C#
4 23 (20.54%) SQL
5 9 (8.04%) Java
6 6 (5.36%) JavaScript
6 6 (5.36%) TypeScript
7 4 (3.57%) Scala
8 3 (2.68%) Bicep
8 3 (2.68%) Groovy
9 2 (1.79%) Bash
9 2 (1.79%) C
9 2 (1.79%) Fortran
9 2 (1.79%) Rust
9 2 (1.79%) Shell Script
9 2 (1.79%) VBA
10 1 (0.89%) Julia
10 1 (0.89%) MATLAB
10 1 (0.89%) PowerShell
Qualifications
1 39 (34.82%) Security Cleared
2 28 (25.00%) Degree
3 26 (23.21%) Computer Science Degree
4 12 (10.71%) AWS Certification
5 7 (6.25%) PhD
6 6 (5.36%) Master's Degree
7 3 (2.68%) DV Cleared
8 2 (1.79%) Microsoft Certified Professional
9 1 (0.89%) SC Cleared
Quality Assurance & Compliance
1 21 (18.75%) Data Quality
2 2 (1.79%) GDPR
2 2 (1.79%) IFRS
2 2 (1.79%) IFRS 17
2 2 (1.79%) Solvency II
System Software
1 6 (5.36%) Docker
2 2 (1.79%) Slurm Workload Manager
3 1 (0.89%) Active Directory
3 1 (0.89%) HDFS
Systems Management
1 14 (12.50%) Puppet
2 13 (11.61%) Kubernetes
2 13 (11.61%) Progress Chef
3 1 (0.89%) Ansible
3 1 (0.89%) Control-M
3 1 (0.89%) Podman
Vendors
1 16 (14.29%) Oracle
2 14 (12.50%) Databricks
3 10 (8.93%) Microsoft
4 9 (8.04%) Bloomberg
4 9 (8.04%) CQG
4 9 (8.04%) ION Trading
4 9 (8.04%) Patsystems
4 9 (8.04%) Reuters
4 9 (8.04%) Trayport
5 7 (6.25%) Atlassian
6 6 (5.36%) Google
7 5 (4.46%) OpenAI
8 4 (3.57%) SAP