Algorithms
UK

The table below looks at the prevalence of the term Algorithms in permanent job vacancies. Included is a benchmarking guide to the salaries offered in vacancies that cited Algorithms over the 6 months leading up to 23 September 2026, comparing them to the same period in the previous two years.

6 months to
23 Sep 2026
Same period 2025 Same period 2024
Rank 362 238 174
Rank change year-on-year -124 -64 +120
Permanent jobs citing Algorithms 583 646 1,143
As % of all permanent jobs in the UK 0.50% 1.32% 1.52%
As % of the Miscellaneous category 1.89% 3.20% 4.71%
Number of salaries quoted 362 253 414
10th Percentile £34,250 £37,439 £39,500
25th Percentile £52,500 £47,500 £50,215
Median annual salary (50th Percentile) £67,500 £70,000 £65,000
Median % change year-on-year -3.57% +7.69% -10.34%
75th Percentile £80,938 £105,000 £82,500
90th Percentile £100,000 £133,500 £100,000
UK excluding London median annual salary £65,000 £56,965 £60,000
% change year-on-year +14.11% -5.06% -

All Generic Skills
UK

Algorithms 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 30,817 20,183 24,254
As % of all permanent jobs advertised in the UK 26.41% 41.21% 32.16%
Number of salaries quoted 19,118 10,123 12,507
10th Percentile £31,000 £28,750 £31,250
25th Percentile £41,182 £36,925 £43,750
Median annual salary (50th Percentile) £57,500 £55,000 £60,000
Median % change year-on-year +4.55% -8.33% -4.00%
75th Percentile £80,000 £77,500 £82,500
90th Percentile £100,000 £104,350 £110,000
UK excluding London median annual salary £52,500 £47,500 £52,500
% change year-on-year +10.53% -9.52% -4.55%

Algorithms
Job Vacancy Trend

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

Algorithms job vacancy trend in the UK

Algorithms
Salary Trend

Salary distribution trend for jobs in the UK citing Algorithms.

Salary distribution trend for jobs in the UK citing Algorithms

Algorithms
Salary Histogram

Salary distribution for jobs citing Algorithms over the 6 months to 23 September 2026.

Salary histogram for Algorithms in the UK

Algorithms
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Algorithms within the UK over the 6 months to 23 September 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 -90 547 £67,500 -4.39% 1,591
UK excluding London -90 393 £65,000 +14.11% 704
London -120 175 £82,500 -24.14% 979
South East -21 148 £70,000 +12.90% 171
Work from Home -54 147 £58,000 -17.85% 526
East of England +6 110 £65,000 +18.18% 144
North of England -36 46 £52,000 +15.56% 108
South West -67 42 £60,000 -4.12% 110
Midlands -48 26 £67,500 +12.50% 73
Yorkshire -24 22 £32,500 -7.14% 28
West Midlands -31 18 £67,500 +22.73% 44
Scotland -52 17 £39,500 -31.30% 75
North East -58 13 £60,000 -47.83% 16
North West -33 11 £60,000 +33.33% 65
East Midlands -31 8 £95,000 +108.79% 29
Wales -82 2 £39,500 -43.00% 13
Northern Ireland - 2 £39,500 - 19

Algorithms
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 14 (2.40%) Apache Spark
2 6 (1.03%) SAS
3 5 (0.86%) Apache Airflow
3 5 (0.86%) CMS
4 4 (0.69%) Jupyter
5 3 (0.51%) Apache
6 2 (0.34%) Apache Pulsar
7 1 (0.17%) Kinematics
7 1 (0.17%) R Markdown
7 1 (0.17%) WordPress
Applications
1 18 (3.09%) Simulink
2 4 (0.69%) Chatbot
2 4 (0.69%) Mathematica
3 3 (0.51%) Blender
3 3 (0.51%) CATIA
3 3 (0.51%) Maya
4 2 (0.34%) Microsoft Excel
5 1 (0.17%) Adobe Premiere
5 1 (0.17%) Microsoft Office
Business Applications
1 9 (1.54%) Towers Watson Igloo
2 1 (0.17%) Dynamics GP
2 1 (0.17%) Shopify
Cloud Services
1 73 (12.52%) AWS
2 55 (9.43%) Azure
3 29 (4.97%) GCP
4 18 (3.09%) GitHub
5 16 (2.74%) Google Analytics
6 14 (2.40%) Google Ads
7 13 (2.23%) Amazon ECS
8 12 (2.06%) SaaS
9 9 (1.54%) Cloud Computing
10 8 (1.37%) Power Platform
10 8 (1.37%) Snowflake
11 5 (0.86%) Slack
11 5 (0.86%) Vertex AI
11 5 (0.86%) Virtual Private Cloud
12 4 (0.69%) Amazon EKS
12 4 (0.69%) AWS Lambda
12 4 (0.69%) Azure Data Factory
12 4 (0.69%) Serverless
13 3 (0.51%) Amazon SageMaker
13 3 (0.51%) Azure DevOps
Communications & Networking
1 12 (2.06%) Broadband
1 12 (2.06%) Multicast
1 12 (2.06%) Wireless
2 10 (1.72%) LTE
3 9 (1.54%) 5G
4 7 (1.20%) 3GPP
4 7 (1.20%) GSM
4 7 (1.20%) Radio Access Network
4 7 (1.20%) RANAP
4 7 (1.20%) Software-Defined Radio
4 7 (1.20%) SS7
4 7 (1.20%) UMTS
4 7 (1.20%) Wireshark
5 3 (0.51%) Internet
5 3 (0.51%) Wi-Fi
6 2 (0.34%) Firewall
7 1 (0.17%) FIX Connectivity
7 1 (0.17%) MQTT
7 1 (0.17%) Remote Desktop
7 1 (0.17%) RS-422
Database & Business Intelligence
1 20 (3.43%) Metadata
2 18 (3.09%) Big Data
3 15 (2.57%) PostgreSQL
4 8 (1.37%) Amazon RDS
4 8 (1.37%) Power BI
5 6 (1.03%) BigQuery
5 6 (1.03%) GIS
6 5 (0.86%) Elasticsearch
6 5 (0.86%) MySQL
6 5 (0.86%) NoSQL
6 5 (0.86%) Relational Database
7 4 (0.69%) Hadoop
7 4 (0.69%) KDB
7 4 (0.69%) MongoDB
7 4 (0.69%) Redis
7 4 (0.69%) Tableau
8 3 (0.51%) Data Lake
8 3 (0.51%) Data Warehouse
8 3 (0.51%) DynamoDB
9 2 (0.34%) Pinecone
Development Applications
1 68 (11.66%) Git
2 21 (3.60%) Visual Studio Code
3 19 (3.26%) Rational DOORS
4 17 (2.92%) GitLab
5 14 (2.40%) JIRA
6 13 (2.23%) Jenkins
7 7 (1.20%) GCC
7 7 (1.20%) GDB
8 4 (0.69%) CMake
8 4 (0.69%) MLflow
8 4 (0.69%) PetaLinux
9 3 (0.51%) Visual Studio
10 2 (0.34%) Plastic SCM
10 2 (0.34%) TeamCity
11 1 (0.17%) QUnit
11 1 (0.17%) Rational Rhapsody
11 1 (0.17%) Valgrind
General
1 117 (20.07%) Finance
2 95 (16.30%) Social Skills
3 65 (11.15%) Analytical Skills
4 59 (10.12%) Inclusion and Diversity
5 48 (8.23%) Marketing
6 38 (6.52%) Banking
7 32 (5.49%) Aerospace
8 28 (4.80%) Retail
9 26 (4.46%) Electronics
10 24 (4.12%) Law
11 23 (3.95%) Advertising
12 14 (2.40%) Front Office
13 13 (2.23%) Financial Institution
13 13 (2.23%) Telecoms
14 11 (1.89%) Games
14 11 (1.89%) Legal
15 8 (1.37%) Automotive
15 8 (1.37%) Manufacturing
16 7 (1.20%) Investment Banking
17 6 (1.03%) Military
Job Titles
1 154 (26.42%) Software Engineer
2 121 (20.75%) Senior
3 83 (14.24%) Developer
4 63 (10.81%) Lead
5 46 (7.89%) Senior Software Engineer
6 39 (6.69%) Embedded Engineer
7 38 (6.52%) Data Scientist
8 33 (5.66%) C++ Software Engineer
9 29 (4.97%) Python Developer
9 29 (4.97%) Senior Developer
10 25 (4.29%) Python Engineer
11 22 (3.77%) FPGA Engineer
12 21 (3.60%) Systems Engineer
13 20 (3.43%) Embedded Software Engineer
13 20 (3.43%) Senior Embedded Engineer
14 19 (3.26%) Python Software Engineer
15 17 (2.92%) SEO Specialist
16 16 (2.74%) Architect
16 16 (2.74%) Principal Engineer
17 14 (2.40%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 33 (5.66%) PyTorch
2 28 (4.80%) .NET
3 26 (4.46%) Boost C++ Libraries
3 26 (4.46%) HTML
3 26 (4.46%) React
4 24 (4.12%) CSS
5 23 (3.95%) TensorFlow
6 18 (3.09%) NumPy
6 18 (3.09%) Pandas
7 16 (2.74%) FIX Protocol
8 14 (2.40%) Kafka
8 14 (2.40%) STL
8 14 (2.40%) Terraform
9 12 (2.06%) pytest
9 12 (2.06%) Yocto
10 9 (1.54%) Hugging Face
10 9 (1.54%) Node.js
11 8 (1.37%) Django
11 8 (1.37%) Flask
11 8 (1.37%) REST
Miscellaneous
1 81 (13.89%) Data Structures
2 42 (7.20%) Embedded Systems
3 37 (6.35%) FPGA
4 33 (5.66%) Distributed Systems
4 33 (5.66%) Robotics
5 29 (4.97%) Equities
6 21 (3.60%) VHDL
7 19 (3.26%) PCIe
8 16 (2.74%) Product Ownership
9 15 (2.57%) Management Information System
10 14 (2.40%) Fixed Income
10 14 (2.40%) Hedge funds
11 13 (2.23%) Derivative
12 12 (2.06%) Cloud Native
12 12 (2.06%) Verilog
13 10 (1.72%) Renewable Energy
14 9 (1.54%) ASIC
14 9 (1.54%) Driving Licence
14 9 (1.54%) NVMe
15 8 (1.37%) SCADA
Operating Systems
1 62 (10.63%) Linux
2 16 (2.74%) Windows
3 14 (2.40%) Embedded Linux
4 5 (0.86%) Windows Server 2008
4 5 (0.86%) Windows Server 2012
4 5 (0.86%) Windows Server 2016
4 5 (0.86%) Windows Server 2019
5 4 (0.69%) Robot Operating System
5 4 (0.69%) Windows Server
6 3 (0.51%) Unix
7 1 (0.17%) Android
7 1 (0.17%) Apple iOS
7 1 (0.17%) CentOS
7 1 (0.17%) Debian
7 1 (0.17%) Mac OS X
7 1 (0.17%) Windows 10
Processes & Methodologies
1 246 (42.20%) Software Engineering
2 180 (30.87%) AI
3 154 (26.42%) Machine Learning
4 145 (24.87%) Computer Science
5 106 (18.18%) Agile
6 104 (17.84%) Problem-Solving
7 101 (17.32%) Data Science
8 86 (14.75%) Mathematics
9 80 (13.72%) Analytics
10 73 (12.52%) CI/CD
11 63 (10.81%) Decision-Making
12 59 (10.12%) Signal Processing
13 58 (9.95%) Mentoring
14 57 (9.78%) Continuous Improvement
15 54 (9.26%) Validation
16 52 (8.92%) Test Automation
17 46 (7.89%) Deep Learning
18 44 (7.55%) Low Latency
18 44 (7.55%) Physics
18 44 (7.55%) Roadmaps
Programming Languages
1 300 (51.46%) Python
2 163 (27.96%) C++
3 62 (10.63%) C
3 62 (10.63%) C#
4 50 (8.58%) SQL
5 45 (7.72%) Java
6 42 (7.20%) MATLAB
7 27 (4.63%) JavaScript
8 24 (4.12%) TypeScript
9 19 (3.26%) Embedded C++
9 19 (3.26%) Rust
10 16 (2.74%) Embedded C
11 12 (2.06%) Go
12 10 (1.72%) Assembly Language
13 9 (1.54%) R
14 4 (0.69%) Fortran
15 3 (0.51%) Julia
15 3 (0.51%) Shell Script
15 3 (0.51%) SystemVerilog
15 3 (0.51%) VBA
Qualifications
1 170 (29.16%) Degree
2 87 (14.92%) Security Cleared
3 47 (8.06%) SC Cleared
4 46 (7.89%) Computer Science Degree
5 44 (7.55%) Master's Degree
6 37 (6.35%) PhD
7 30 (5.15%) DV Cleared
8 20 (3.43%) BPSS Clearance
9 13 (2.23%) AWS Certification
10 8 (1.37%) Numerate Degree
11 7 (1.20%) DBS Check
12 3 (0.51%) AWS Certified Solutions Architect
12 3 (0.51%) CISSP
13 2 (0.34%) Microsoft Certification
14 1 (0.17%) AWS Certified Cloud Practitioner
14 1 (0.17%) HND
14 1 (0.17%) Microsoft Certified Professional
Quality Assurance & Compliance
1 33 (5.66%) QA
2 15 (2.57%) Accessibility
3 12 (2.06%) GDPR
4 11 (1.89%) Data Quality
5 10 (1.72%) ISO/IEC 15288
6 6 (1.03%) Automotive SPICE
6 6 (1.03%) ISO 26262
6 6 (1.03%) MISRA
6 6 (1.03%) MISRA C
7 5 (0.86%) Actionable Recommendations
8 4 (0.69%) ISO/IEC 12207
9 3 (0.51%) ISO/IEC 27001
9 3 (0.51%) NIST
9 3 (0.51%) PCI DSS
10 1 (0.17%) ISO 9001
10 1 (0.17%) MiFID
System Software
1 49 (8.40%) Docker
2 40 (6.86%) Firmware
3 21 (3.60%) Embedded Firmware
4 6 (1.03%) Active Directory
5 5 (0.86%) Hyper-V
5 5 (0.86%) VMware ESXi
5 5 (0.86%) VMware Infrastructure
6 3 (0.51%) Slurm Workload Manager
7 1 (0.17%) Ceph
7 1 (0.17%) IAG
7 1 (0.17%) Lustre
7 1 (0.17%) NFS
7 1 (0.17%) Samba
Systems Management
1 35 (6.00%) Kubernetes
2 5 (0.86%) Ansible
2 5 (0.86%) Kubeflow
2 5 (0.86%) SCCM
2 5 (0.86%) SCOM
2 5 (0.86%) Tivoli Identity Manager
3 3 (0.51%) Argo
3 3 (0.51%) Grafana
3 3 (0.51%) Prometheus
4 1 (0.17%) Functional Safety
4 1 (0.17%) Oracle ZFS
Vendors
1 35 (6.00%) Google
2 16 (2.74%) Microsoft
3 11 (1.89%) IBM
3 11 (1.89%) Screaming Frog
4 10 (1.72%) Xilinx
5 9 (1.54%) Altera
6 8 (1.37%) OpenAI
7 7 (1.20%) Ahrefs
8 6 (1.03%) Thales
8 6 (1.03%) TikTok
9 5 (0.86%) Databricks
9 5 (0.86%) Dell
9 5 (0.86%) HP
9 5 (0.86%) McAfee
9 5 (0.86%) VMware
10 4 (0.69%) Foundry
10 4 (0.69%) Sitebulb
11 3 (0.51%) Dynatrace
11 3 (0.51%) Rockwell
11 3 (0.51%) Splunk