GPU Programming Skills (CUDA)
Ability to develop applications using CUDA for GPU programming.
Skill demand · ONS UK online job adverts
How common is high-performance computing (hpc) and related technologies?
This requirement appears in 0.0% of UK new online job adverts in 2025. Its share was broadly unchanged compared with 2024.
The latest year is partial. Comparisons with full years need care. 2026 figures have not been published yet.Share of new adverts0.0%UK · 2025
Change in share0.0 pp2024 to 2025
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What this skill category covers
Official detailed requirements in this ONS group
Parallel Computing Knowledge
Knowledge of parallel computing techniques and architectures for high-speed processing.
Heterogeneous Compute API Skills
Ability to use APIs for heterogeneous computing across multiple architectures.
High-Performance Computing Clusters
Configure computer clusters and manage workload scheduling using Slurm.
InfiniBand Networking Standard
Implementing high-speed InfiniBand protocols for data centre connectivity.
Shared-Memory Parallelism Concepts
Understanding of shared-memory parallel computing principles for performance optimization.
Parallel Patterns in .NET
Implementing concurrency patterns for efficient .NET application performance.
Cluster Monitoring Tool Skills
Ability to use tools for monitoring cluster performance and health.
ONS Table 1 detailed requirements · SCO09.14. Shares can overlap because an advert may mention several requirements.
Roles that often need this skill category
Occupations where high-performance computing (hpc) and related technologies appears most often in UK new adverts
| # | Occupation | Share of occupation adverts | View |
|---|---|---|---|
| 1 | Computer system and equipment installers and servicers Example titles: Computer systems installer · IT engineer · Field engineer · Computer repairer | 0.8% | |
| 2 | Programmers and software development professionals Example titles: Software developer · IT analyst · Team leader · BI developer | 0.7% | |
| 3 | Other researchers, unspecified discipline Example titles: Researcher · Research fellow · Research officer · Research assistant | 0.6% | |
| 4 | IT business analysts, architects and systems designers Example titles: System analyst · Ai scientist · Bi architect · IT architect | 0.4% | |
| 5 | Mechanical engineers Example titles: Mechanical engineer · Mill engineer · Naval designer · Chief inspector | 0.4% | |
| 6 | Natural and social science professionals n.e.c. Example titles: Sports scientist · Technical officer · Consumer scientist · Research assistant | 0.3% | |
| 7 | Electronics engineers Example titles: Electronic engineer · Area engineer · Chief inspector · Circuit designer | 0.3% | |
| 8 | Actuaries, economists and statisticians Example titles: Economist · Web analyst · Data scientist · Digital analyst | 0.2% | |
| 9 | Web design professionals Example titles: Web design assistant · UX analyst · Ui designer · UX designer | 0.2% | |
| 10 | IT network professionals Example titles: Network analyst · Network planner · Network designer · Network engineer | 0.2% |
How related skills compare
Skills within Computing, Computer Science and AI
| # | Skill | Share of adverts | Change (pp) | View |
|---|---|---|---|---|
| 1 | Mathematics, Computational and Computer Sciences Mathematical Concepts and Analytical Methods · Arithmetic and Mathematical Operations · Modelling and Data Representation | 8.8% | -0.9 pp | |
| 2 | Data Science, Data Analytics Forecasting Techniques · Calculation Process Knowledge · Statistical Analysis and Predictive Modelling | 7.5% | +1.1 pp | |
| 3 | Data Platforms and Databases Database Design and Management Systems · AWS and RDS Skills · NoSQL Database Platforms | 5.4% | +0.1 pp | |
| 4 | Data Engineering, Data Management and Business Analytics Dashboard Development Technique Skills · Data Visualization and Analytical Tools · Business and Marketing Analytics | 3.2% | +0.5 pp | |
| 5 | Business Data and Analytics Survey Design and Data Collection Methods · Data Visualization Tools · Survey Platforms and Data Collection Tools | 1.5% | +0.1 pp | |
| 6 | Artificial Intelligence, Machine Learning and Computational Technologies Artificial Intelligence and Machine Learning · Image Processing and Computer Vision · Deep Learning Frameworks and AI Development Tools | 0.8% | +0.2 pp | |
| 7 | Specialized Domains (Healthcare, Media, Graphics, Visualization) Coding Standard and Compliance Skills · GIF Image Format | 0.4% | +0.2 pp | |
| 8 | Geospatial Science, Data and Mapping Technologies Relational and Spatial Database Platform Skills · Geographic Information Systems and Spatial Analysis · Geospatial Analysis and Location Intelligence | 0.4% | +0.1 pp | |
| 9 | Data, Databases and Middleware Apache Framework Skills · Java ORM Frameworks · Indexing Techniques | 0.1% | 0.0 pp | |
| 10 | Emerging Technologies IoT Devices and Connected Technologies · Digital Technology Knowledge · Wearable Technologies and Smart Devices | 0.1% | 0.0 pp | |
| 11 | Operations Management Time and Work Measurement · Optimization Problem Solving Skills | 0.0% | 0.0 pp | |
| 12 | High-Performance Computing (HPC) and Related Technologies Selected skill · GPU Programming Skills (CUDA) · Parallel Computing Knowledge · Heterogeneous Compute API Skills | 0.0% | 0.0 pp | |
| 13 | Computer Vision Pattern and Speech Recognition System Skills · Depth Sensing and Motion Input Technologies · Image Processing Technique Skills | 0.0% | 0.0 pp | |
| 14 | Big Data and Distributed Computing Apache YARN Skills · Distributed Data Processing Model Knowledge · Apache Pig Skills | 0.0% | 0.0 pp | |
| 15 | Blockchain and Distributed Systems Ethereum Blockchain Development Skills · Enterprise Blockchain Framework Skills | 0.0% | 0.0 pp | |
| 16 | Distributed Systems Apache ZooKeeper Skills · Consensus Algorithm Concepts | 0.0% | 0.0 pp | |
| 17 | Robotics and Automation Mobile Robotics Operation Skills | 0.0% | 0.0 pp | |
| 18 | Computer Science and Data Standards Character Encoding Standard Knowledge | 0.0% | 0.0 pp |
About these figures
How to interpret skill demand
Source: Office for National Statistics, UK online job adverts. Shares describe new adverts reporting the requirement. An advert may mention several skills, so their shares do not add up to 100%. A rise from 10% to 12% is an increase of 2 percentage points.
These figures do not establish a salary premium, proficiency level, or which skills are requested together. This page has no published skill-specific salary or location breakdown.
ONS · 2025 · partial year · 2026 figures have not been published yet. · Open Government Licence v3.0. ONS does not endorse Jobmundo.