Distributed Computing Contracts

Distributed Computing
UK

The table below looks at the prevalence of the term Distributed Computing in contract job vacancies. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Distributed Computing over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 461 537 649
Rank change year-on-year +76 +112 +93
Contract jobs citing Distributed Computing 59 45 69
As % of all contract jobs advertised in the UK 0.20% 0.10% 0.12%
As % of the Miscellaneous category 0.59% 0.34% 0.35%
Number of daily rates quoted 31 33 58
10th Percentile £413 £475 £517
25th Percentile £444 £563 £600
Median daily rate (50th Percentile) £575 £750 £700
Median % change year-on-year -23.33% +7.14% +16.67%
75th Percentile £763 £875 £750
90th Percentile £834 £900 £758
UK excluding London median daily rate £430 £475 £616
% change year-on-year -9.47% -22.89% +17.33%
Number of hourly rates quoted 0 1 0
Median hourly rate - £52.50 -
UK excluding London median hourly rate - £52.50 -

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 contract job vacancies requiring generic IT skills.

Contract vacancies with a requirement for generic IT skills 9,944 13,250 19,897
As % of all contract IT jobs advertised in the UK 33.97% 30.42% 33.34%
Number of daily rates quoted 6,345 8,502 13,668
10th Percentile £300 £263 £308
25th Percentile £413 £413 £450
Median daily rate (50th Percentile) £525 £538 £550
Median % change year-on-year -2.33% -2.27% -
75th Percentile £650 £660 £680
90th Percentile £775 £788 £800
UK excluding London median daily rate £496 £500 £500
% change year-on-year -0.80% - +5.26%
Number of hourly rates quoted 394 912 640
10th Percentile £16.46 £12.25 £9.80
25th Percentile £21.00 £15.17 £10.63
Median hourly rate £32.05 £30.00 £22.49
Median % change year-on-year +6.83% +33.42% -18.24%
75th Percentile £63.75 £60.75 £65.00
90th Percentile £82.99 £70.00 £75.00
UK excluding London median hourly rate £31.08 £28.25 £22.00
% change year-on-year +10.02% +28.41% +9.64%

Distributed Computing
Job Vacancy Trend

Job postings citing Distributed Computing as a proportion of all IT jobs advertised.

Job vacancy trend for Distributed Computing in the UK

Distributed Computing
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing Distributed Computing.

Daily rate trend for Distributed Computing in the UK

Distributed Computing
Daily Rate Histogram

Daily rate distribution for jobs citing Distributed Computing over the 6 months to 1 May 2025.

Daily rate histogram for Distributed Computing in the UK

Distributed Computing
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing Distributed Computing.

Hourly rate trend for Distributed Computing in the UK

Distributed Computing
Top 12 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Distributed Computing within the UK over the 6 months to 1 May 2025. 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
England +77 58 £575 -28.13% 151
London +51 46 £750 -6.25% 128
Work from Home +41 14 £575 -9.80% 48
UK excluding London +67 13 £430 -9.47% 40
East of England - 4 £430 - 7
East Midlands - 4 £363 - 2
Midlands - 4 £363 - 4
North of England +17 2 £538 -2.27% 5
South East - 2 £500 - 16
Yorkshire +5 1 £600 +9.09%
North West - 1 £475 - 5
Northern Ireland - 1 £500 -

Distributed Computing
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 38 (64.41%) Apache Spark
2 14 (23.73%) Apache
3 4 (6.78%) Microsoft Exchange
4 1 (1.69%) Apache Airflow
Cloud Services
1 14 (23.73%) AWS
2 8 (13.56%) Azure
3 6 (10.17%) GCP
4 3 (5.08%) Cloud Computing
5 2 (3.39%) Amazon SageMaker
5 2 (3.39%) AWS Data Pipeline
5 2 (3.39%) Azure AKS
6 1 (1.69%) Amazon EC2
6 1 (1.69%) Amazon EMR
6 1 (1.69%) Amazon S3
6 1 (1.69%) AWS CloudFormation
6 1 (1.69%) AWS Lambda
6 1 (1.69%) Azure Data Factory
6 1 (1.69%) Azure Machine Learning
6 1 (1.69%) Kong
6 1 (1.69%) Power Platform
6 1 (1.69%) Serverless
Communications & Networking
1 4 (6.78%) LAN
1 4 (6.78%) NAS
1 4 (6.78%) SAN
1 4 (6.78%) TCP/IP
1 4 (6.78%) WAN
Database & Business Intelligence
1 29 (49.15%) Big Data
2 21 (35.59%) Hadoop
3 7 (11.86%) Apache Hive
3 7 (11.86%) Data Mining
3 7 (11.86%) Data Warehouse
4 6 (10.17%) Data Lake
5 3 (5.08%) Amazon Redshift
5 3 (5.08%) HBase
5 3 (5.08%) Impala
5 3 (5.08%) PostgreSQL
6 2 (3.39%) Amazon Athena
6 2 (3.39%) BigQuery
6 2 (3.39%) DB2
6 2 (3.39%) MongoDB
6 2 (3.39%) Relational Database
6 2 (3.39%) Spark SQL
7 1 (1.69%) Delta Lake
7 1 (1.69%) Hazelcast
7 1 (1.69%) Power BI
7 1 (1.69%) Tableau
Development Applications
1 12 (20.34%) Git
2 9 (15.25%) Jenkins
3 4 (6.78%) Visual Studio
4 2 (3.39%) MLflow
General
1 28 (47.46%) Finance
2 16 (27.12%) Analytical Skills
3 11 (18.64%) Banking
4 6 (10.17%) Investment Banking
5 4 (6.78%) Financial Institution
5 4 (6.78%) Social Skills
6 2 (3.39%) Publishing
7 1 (1.69%) Advertising
7 1 (1.69%) Front Office
Job Titles
1 17 (28.81%) Developer
2 15 (25.42%) Machine Learning Engineer
3 11 (18.64%) Java Developer
4 8 (13.56%) Apache Spark Developer
4 8 (13.56%) Big Data Engineer
5 7 (11.86%) Data Engineer
5 7 (11.86%) Senior
6 6 (10.17%) AWS Engineer
7 5 (8.47%) Architect
7 5 (8.47%) Java Engineer
8 4 (6.78%) Administrator
8 4 (6.78%) Data Scientist
8 4 (6.78%) DevOps Administrator
8 4 (6.78%) Senior Developer
8 4 (6.78%) Systems Administrator
9 3 (5.08%) Cloud Architect
9 3 (5.08%) Lead
9 3 (5.08%) Python Engineer
9 3 (5.08%) Quantitative Developer
9 3 (5.08%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 9 (15.25%) PySpark
1 9 (15.25%) Spark Streaming
2 7 (11.86%) Ray
2 7 (11.86%) TensorFlow
3 5 (8.47%) scikit-learn
4 4 (6.78%) Kafka
4 4 (6.78%) LDAP
5 3 (5.08%) Pandas
6 2 (3.39%) NumPy
6 2 (3.39%) PyTorch
7 1 (1.69%) FIX Protocol
7 1 (1.69%) Guice
7 1 (1.69%) LAPP Stack
7 1 (1.69%) Matplotlib
7 1 (1.69%) Prophet
7 1 (1.69%) Protocol Buffers
7 1 (1.69%) XGBoost
Miscellaneous
1 10 (16.95%) Market Risk
2 9 (15.25%) Distributed Systems
3 8 (13.56%) Analytical Mindset
4 6 (10.17%) Derivative
5 5 (8.47%) Algorithms
6 4 (6.78%) Cloud Native
6 4 (6.78%) Equity Derivative
6 4 (6.78%) Tandem
7 3 (5.08%) Credit Risk
7 3 (5.08%) Distributed Architecture
8 2 (3.39%) Equities
8 2 (3.39%) Hybrid Cloud
8 2 (3.39%) Public Cloud
9 1 (1.69%) Clustering
9 1 (1.69%) Data Protection Act
9 1 (1.69%) Data Structures
9 1 (1.69%) Foreign Exchange (FX)
9 1 (1.69%) Grid Computing
9 1 (1.69%) Hedge funds
9 1 (1.69%) Virtual Team
Operating Systems
1 8 (13.56%) Linux
2 5 (8.47%) Windows
3 4 (6.78%) Ubuntu
3 4 (6.78%) Windows Server
4 1 (1.69%) Unix
Processes & Methodologies
1 28 (47.46%) Machine Learning
2 21 (35.59%) CI/CD
3 19 (32.20%) Problem-Solving
4 18 (30.51%) Analytics
4 18 (30.51%) Data Pipeline
5 16 (27.12%) Computer Science
5 16 (27.12%) Deep Learning
6 15 (25.42%) Mathematics
6 15 (25.42%) Risk Management
7 14 (23.73%) Artificial Intelligence
8 13 (22.03%) Code Quality
8 13 (22.03%) Performance Tuning
9 12 (20.34%) Low Latency
10 11 (18.64%) Data Science
11 10 (16.95%) Parallel Computing
12 9 (15.25%) Memory Management
12 9 (15.25%) Regulatory Compliance
12 9 (15.25%) Risk Analytics
12 9 (15.25%) Technical Leadership
13 8 (13.56%) DevOps
Programming Languages
1 39 (66.10%) Python
2 32 (54.24%) Java
3 21 (35.59%) C++
4 13 (22.03%) C
4 13 (22.03%) Shell Script
5 10 (16.95%) SQL
6 3 (5.08%) Scala
7 2 (3.39%) ANSI SQL
7 2 (3.39%) T-SQL
Qualifications
1 19 (32.20%) Degree
2 17 (28.81%) Master's Degree
3 14 (23.73%) PhD
4 4 (6.78%) Numerate Degree
5 3 (5.08%) Computer Science Degree
Quality Assurance & Compliance
1 4 (6.78%) Data Quality
2 1 (1.69%) Accessibility
System Software
1 4 (6.78%) Docker
2 1 (1.69%) Apache ZooKeeper
Systems Management
1 8 (13.56%) Kubernetes
2 2 (3.39%) Kubeflow
3 1 (1.69%) Ansible
3 1 (1.69%) Progress Chef
3 1 (1.69%) Puppet
3 1 (1.69%) Terraform
Vendors
1 4 (6.78%) Google
1 4 (6.78%) NetApp
1 4 (6.78%) Red Hat
2 2 (3.39%) Databricks
3 1 (1.69%) Bloomberg
3 1 (1.69%) Cloudera
3 1 (1.69%) Oracle
3 1 (1.69%) Refinitiv
3 1 (1.69%) Solace
3 1 (1.69%) Sybase