Dashboard Development Technique Skills
Ability to design and develop dashboards for data visualization.
Skill demand · ONS UK online job adverts
How common is data engineering, data management and business analytics?
This requirement appears in 3.2% of UK new online job adverts in 2025. Its share rose by 0.5 percentage points compared with 2024.
The latest year is partial. Comparisons with full years need care. 2026 figures have not been published yet.Share of new adverts3.2%UK · 2025
Change in share+0.5 pp2024 to 2025
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What this skill category covers
Official detailed requirements in this ONS group
Data Visualization and Analytical Tools
Utilize data visualization tools and techniques to present complex information in clear and actionable formats.
Business and Marketing Analytics
Apply business intelligence tools for customer insights and marketing performance analysis.
Data Analytics Platforms and Business Intelligence
Apply data analytics platforms and business intelligence tools to extract insights and support strategic decisions.
Experimental Design and Workflow
Plan and execute statistical design and pilot experiments for research studies.
Big Data Platform Skills (MapR)
Ability to manage big data processing using MapR platform.
Business Intelligence and Data Visualization Tools
Utilize business intelligence platforms and visualization tools to analyse data and generate actionable insights.
Stream Processing Development Skills (Kafka)
Ability to build stream processing solutions using Apache Kafka.
Apache Spark Ecosystem Development Skills
Ability to develop applications using Apache Spark ecosystem for big data processing.
Cloud Data Warehouse Platform Skills
Ability to use cloud platforms for managing data warehouses.
Log Analysis Platforms
Use platforms like Splunk and ELK Stack for advanced log analysis and visualization.
Graph Data Structures and Computational Models
Apply graph theory and data structures to develop efficient computational models and optimize data relationships.
ONS Table 1 detailed requirements · SCO09.07. Shares can overlap because an advert may mention several requirements.
Roles that often need this skill category
Occupations where data engineering, data management and business analytics appears most often in UK new adverts
| # | Occupation | Share of occupation adverts | View |
|---|---|---|---|
| 1 | Data analysts Example titles: Data analyst · Mi analyst · Data officer · O&m analyst | 61.2% | |
| 2 | Actuaries, economists and statisticians Example titles: Economist · Web analyst · Data scientist · Digital analyst | 39.0% | |
| 3 | Natural and social science professionals n.e.c. Example titles: Sports scientist · Technical officer · Consumer scientist · Research assistant | 32.6% | |
| 4 | Other researchers, unspecified discipline Example titles: Researcher · Research fellow · Research officer · Research assistant | 29.2% | |
| 5 | IT business analysts, architects and systems designers Example titles: System analyst · Ai scientist · Bi architect · IT architect | 24.6% | |
| 6 | Business and related research professionals Example titles: Research worker · Crime analyst · Media analyst · UX researcher | 23.4% | |
| 7 | Programmers and software development professionals Example titles: Software developer · IT analyst · Team leader · BI developer | 22.7% | |
| 8 | Database administrators and web content technicians Example titles: Database administrator · Web editor · Data manager · Web moderator | 20.6% | |
| 9 | Management consultants and business analysts Example titles: Business analyst · Team leader · Risk analyst · BI consultant | 20.6% | |
| 10 | Advertising and marketing associate professionals Example titles: Marketing associate · Fund raiser · Club promoter · Growth hacker | 18.5% |
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 Selected skill · 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 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.