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 9 October 2026, comparing them to the same period in the previous two years.

6 months to
9 Oct 2026
Same period 2025 Same period 2024
Rank 363 237 213
Rank change year-on-year -126 -24 +80
Permanent jobs citing Algorithms 569 636 923
As % of all permanent jobs in the UK 0.48% 1.28% 1.27%
As % of the Miscellaneous category 1.80% 3.13% 3.97%
Number of salaries quoted 349 252 400
10th Percentile £34,250 £36,817 £41,732
25th Percentile £52,500 £47,500 £52,000
Median annual salary (50th Percentile) £67,500 £70,600 £67,000
Median % change year-on-year -4.39% +5.37% -4.29%
75th Percentile £81,250 £105,313 £83,750
90th Percentile £100,000 £142,250 £105,000
UK excluding London median annual salary £65,000 £55,000 £61,000
% change year-on-year +18.18% -9.84% +1.67%

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 31,628 20,323 23,248
As % of all permanent jobs advertised in the UK 26.83% 40.83% 32.05%
Number of salaries quoted 19,396 10,249 11,659
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 £80,000 £77,500 £83,750
90th Percentile £100,000 £102,500 £110,000
UK excluding London median annual salary £51,500 £45,000 £52,500
% change year-on-year +14.44% -14.29% -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 9 October 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 9 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 -89 533 £67,500 -4.39% 1,683
UK excluding London -78 390 £65,000 +18.18% 681
London -134 161 £78,750 -28.41% 1,062
Work from Home -36 144 £58,000 -17.85% 569
South East -13 143 £72,500 +14.81% 177
East of England +6 120 £65,000 +18.18% 159
North of England -53 41 £52,000 +48.57% 89
South West -74 37 £60,000 +33.27% 67
Midlands -32 29 £67,500 +1.89% 74
Yorkshire -25 17 £32,500 -7.14% 25
Scotland -52 17 £39,500 -40.15% 88
West Midlands -34 16 £67,500 +22.73% 47
East Midlands -26 13 £85,000 +11.99% 27
North West -25 12 £60,000 +33.33% 55
North East - 12 £60,000 - 10
Northern Ireland - 2 £39,500 - 20
Wales -81 1 £39,500 -44.05% 12

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 13 (2.28%) Apache Spark
2 6 (1.05%) SAS
3 5 (0.88%) CMS
4 4 (0.70%) Apache Airflow
4 4 (0.70%) Jupyter
5 2 (0.35%) Apache
5 2 (0.35%) Apache Pulsar
5 2 (0.35%) Confluence
5 2 (0.35%) SharePoint
6 1 (0.18%) Kinematics
6 1 (0.18%) R Markdown
6 1 (0.18%) WordPress
Applications
1 26 (4.57%) Simulink
2 6 (1.05%) Chatbot
3 4 (0.70%) Mathematica
4 3 (0.53%) Blender
4 3 (0.53%) Maya
5 2 (0.35%) Microsoft Excel
6 1 (0.18%) Adobe Premiere
6 1 (0.18%) Lightworks
6 1 (0.18%) Microsoft Office
Business Applications
1 9 (1.58%) Towers Watson Igloo
2 1 (0.18%) Dynamics GP
2 1 (0.18%) Shopify
Cloud Services
1 73 (12.83%) AWS
2 52 (9.14%) Azure
3 26 (4.57%) GCP
4 19 (3.34%) GitHub
5 14 (2.46%) Google Ads
5 14 (2.46%) Google Analytics
6 13 (2.28%) Amazon ECS
7 12 (2.11%) SaaS
8 11 (1.93%) Cloud Computing
9 8 (1.41%) Power Platform
9 8 (1.41%) Snowflake
10 5 (0.88%) Azure Data Factory
10 5 (0.88%) Vertex AI
10 5 (0.88%) Virtual Private Cloud
11 4 (0.70%) Amazon EKS
11 4 (0.70%) Slack
12 3 (0.53%) Amazon SageMaker
12 3 (0.53%) Azure Cosmos DB
12 3 (0.53%) Azure Synapse Analytics
12 3 (0.53%) Serverless
Communications & Networking
1 14 (2.46%) Wireless
2 13 (2.28%) Multicast
3 12 (2.11%) LTE
4 11 (1.93%) Broadband
5 9 (1.58%) 5G
6 7 (1.23%) 3GPP
6 7 (1.23%) GSM
6 7 (1.23%) Radio Access Network
6 7 (1.23%) RANAP
6 7 (1.23%) Software-Defined Radio
6 7 (1.23%) SS7
6 7 (1.23%) UMTS
6 7 (1.23%) Wireshark
7 3 (0.53%) Ethernet
7 3 (0.53%) Internet
8 2 (0.35%) Firewall
8 2 (0.35%) MQTT
9 1 (0.18%) FIX Connectivity
9 1 (0.18%) Remote Desktop
9 1 (0.18%) RS-422
Database & Business Intelligence
1 20 (3.51%) Big Data
2 18 (3.16%) Metadata
3 15 (2.64%) PostgreSQL
4 8 (1.41%) Amazon RDS
4 8 (1.41%) Power BI
5 6 (1.05%) GIS
6 5 (0.88%) MySQL
6 5 (0.88%) NoSQL
6 5 (0.88%) Relational Database
7 4 (0.70%) BigQuery
7 4 (0.70%) Hadoop
7 4 (0.70%) KDB
7 4 (0.70%) MongoDB
7 4 (0.70%) Redis
7 4 (0.70%) Tableau
8 3 (0.53%) Data Lake
8 3 (0.53%) Data Warehouse
8 3 (0.53%) Elasticsearch
9 2 (0.35%) Amazon Redshift
9 2 (0.35%) Pinecone
Development Applications
1 62 (10.90%) Git
2 17 (2.99%) JIRA
2 17 (2.99%) Rational DOORS
2 17 (2.99%) Visual Studio Code
3 13 (2.28%) Jenkins
4 12 (2.11%) GitLab
5 7 (1.23%) GCC
5 7 (1.23%) GDB
6 5 (0.88%) MLflow
6 5 (0.88%) PetaLinux
7 4 (0.70%) CMake
8 3 (0.53%) Rational Rhapsody
8 3 (0.53%) Visual Studio
9 2 (0.35%) Plastic SCM
9 2 (0.35%) TeamCity
10 1 (0.18%) QUnit
10 1 (0.18%) Subversion
10 1 (0.18%) Valgrind
General
1 114 (20.04%) Finance
2 100 (17.57%) Social Skills
3 62 (10.90%) Analytical Skills
4 60 (10.54%) Inclusion and Diversity
5 46 (8.08%) Marketing
6 40 (7.03%) Banking
7 30 (5.27%) Aerospace
8 28 (4.92%) Electronics
9 27 (4.75%) Retail
10 24 (4.22%) Law
11 23 (4.04%) Advertising
12 13 (2.28%) Financial Institution
12 13 (2.28%) Telecoms
13 12 (2.11%) Front Office
14 11 (1.93%) Games
14 11 (1.93%) Legal
15 8 (1.41%) Automotive
15 8 (1.41%) Military
16 7 (1.23%) Investment Banking
16 7 (1.23%) Manufacturing
Job Titles
1 142 (24.96%) Software Engineer
2 120 (21.09%) Senior
3 73 (12.83%) Developer
4 63 (11.07%) Lead
5 41 (7.21%) Senior Software Engineer
6 38 (6.68%) Data Scientist
6 38 (6.68%) Embedded Engineer
7 31 (5.45%) C++ Software Engineer
8 28 (4.92%) Python Engineer
9 27 (4.75%) FPGA Engineer
10 24 (4.22%) Senior Developer
11 22 (3.87%) Python Developer
11 22 (3.87%) Python Software Engineer
12 20 (3.51%) Systems Engineer
13 19 (3.34%) Principal Engineer
14 18 (3.16%) Embedded Software Engineer
14 18 (3.16%) Senior Embedded Engineer
15 17 (2.99%) Architect
16 16 (2.81%) SEO Specialist
17 15 (2.64%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 31 (5.45%) PyTorch
2 30 (5.27%) .NET
3 28 (4.92%) React
4 25 (4.39%) CSS
4 25 (4.39%) HTML
5 22 (3.87%) Boost C++ Libraries
5 22 (3.87%) TensorFlow
6 17 (2.99%) FIX Protocol
7 15 (2.64%) STL
8 14 (2.46%) Kafka
8 14 (2.46%) Terraform
8 14 (2.46%) Yocto
9 13 (2.28%) NumPy
9 13 (2.28%) Pandas
9 13 (2.28%) pytest
10 10 (1.76%) ASP.NET
10 10 (1.76%) Hugging Face
11 9 (1.58%) Node.js
12 8 (1.41%) REST
12 8 (1.41%) scikit-learn
Miscellaneous
1 76 (13.36%) Data Structures
2 47 (8.26%) Embedded Systems
3 46 (8.08%) FPGA
4 36 (6.33%) Robotics
5 29 (5.10%) Distributed Systems
6 28 (4.92%) Equities
7 25 (4.39%) VHDL
8 21 (3.69%) PCIe
9 16 (2.81%) Product Ownership
10 15 (2.64%) Fixed Income
10 15 (2.64%) Verilog
11 14 (2.46%) Derivative
12 12 (2.11%) Cloud Native
12 12 (2.11%) Management Information System
13 11 (1.93%) Hedge funds
14 10 (1.76%) ASIC
14 10 (1.76%) Renewable Energy
15 9 (1.58%) Device Driver
15 9 (1.58%) IoT
15 9 (1.58%) NVMe
Operating Systems
1 63 (11.07%) Linux
2 19 (3.34%) Embedded Linux
3 14 (2.46%) Windows
4 5 (0.88%) Robot Operating System
5 3 (0.53%) Unix
6 2 (0.35%) Windows Server
6 2 (0.35%) Windows Server 2008
6 2 (0.35%) Windows Server 2012
6 2 (0.35%) Windows Server 2016
6 2 (0.35%) Windows Server 2019
7 1 (0.18%) Android
7 1 (0.18%) Apple iOS
7 1 (0.18%) CentOS
7 1 (0.18%) Debian
7 1 (0.18%) Mac OS X
7 1 (0.18%) Windows 10
Processes & Methodologies
1 229 (40.25%) Software Engineering
2 190 (33.39%) AI
3 162 (28.47%) Machine Learning
4 144 (25.31%) Computer Science
5 106 (18.63%) Agile
6 102 (17.93%) Data Science
7 101 (17.75%) Problem-Solving
8 89 (15.64%) Mathematics
9 77 (13.53%) Analytics
10 73 (12.83%) CI/CD
11 58 (10.19%) Decision-Making
12 56 (9.84%) Signal Processing
13 55 (9.67%) Continuous Improvement
14 54 (9.49%) Validation
15 51 (8.96%) Test Automation
16 49 (8.61%) Mentoring
17 45 (7.91%) Physics
17 45 (7.91%) Roadmaps
18 42 (7.38%) Technical Leadership
19 41 (7.21%) SDLC
Programming Languages
1 291 (51.14%) Python
2 160 (28.12%) C++
3 68 (11.95%) C
4 59 (10.37%) C#
5 52 (9.14%) MATLAB
6 46 (8.08%) SQL
7 45 (7.91%) Java
8 29 (5.10%) JavaScript
9 26 (4.57%) TypeScript
10 23 (4.04%) Embedded C++
11 19 (3.34%) Embedded C
11 19 (3.34%) Rust
12 14 (2.46%) Go
13 9 (1.58%) Assembly Language
13 9 (1.58%) R
14 6 (1.05%) SystemVerilog
15 4 (0.70%) Fortran
16 3 (0.53%) Bash
16 3 (0.53%) Shell Script
16 3 (0.53%) VBA
Qualifications
1 171 (30.05%) Degree
2 90 (15.82%) Security Cleared
3 48 (8.44%) SC Cleared
4 47 (8.26%) Computer Science Degree
5 44 (7.73%) Master's Degree
6 39 (6.85%) PhD
7 27 (4.75%) DV Cleared
8 16 (2.81%) BPSS Clearance
9 13 (2.28%) AWS Certification
10 11 (1.93%) DBS Check
11 8 (1.41%) Numerate Degree
12 3 (0.53%) AWS Certified Solutions Architect
12 3 (0.53%) CISSP
13 2 (0.35%) Microsoft Certification
14 1 (0.18%) AWS Certified Cloud Practitioner
14 1 (0.18%) HND
14 1 (0.18%) Microsoft Certified Professional
Quality Assurance & Compliance
1 36 (6.33%) QA
2 15 (2.64%) Accessibility
3 12 (2.11%) GDPR
4 11 (1.93%) Data Quality
5 6 (1.05%) Automotive SPICE
5 6 (1.05%) ISO 26262
5 6 (1.05%) ISO/IEC 15288
5 6 (1.05%) MISRA
5 6 (1.05%) MISRA C
6 5 (0.88%) Actionable Recommendations
7 4 (0.70%) ISO/IEC 12207
8 3 (0.53%) ISO/IEC 27001
8 3 (0.53%) NIST
8 3 (0.53%) PCI DSS
9 1 (0.18%) ECSS
9 1 (0.18%) IEC 61508
9 1 (0.18%) ISO 9001
9 1 (0.18%) MiFID
System Software
1 47 (8.26%) Docker
2 41 (7.21%) Firmware
3 22 (3.87%) Embedded Firmware
4 3 (0.53%) Active Directory
4 3 (0.53%) Slurm Workload Manager
5 2 (0.35%) Hyper-V
5 2 (0.35%) VMware ESXi
5 2 (0.35%) VMware Infrastructure
6 1 (0.18%) Ceph
6 1 (0.18%) Lustre
6 1 (0.18%) NFS
6 1 (0.18%) Samba
Systems Management
1 36 (6.33%) Kubernetes
2 5 (0.88%) Ansible
3 4 (0.70%) Kubeflow
4 3 (0.53%) Argo
4 3 (0.53%) Grafana
4 3 (0.53%) Prometheus
5 2 (0.35%) Functional Safety
5 2 (0.35%) SCCM
5 2 (0.35%) SCOM
5 2 (0.35%) Tivoli Identity Manager
6 1 (0.18%) Oracle ZFS
Vendors
1 31 (5.45%) Google
2 16 (2.81%) Microsoft
3 13 (2.28%) Xilinx
4 10 (1.76%) Altera
5 8 (1.41%) OpenAI
5 8 (1.41%) Screaming Frog
6 6 (1.05%) Ahrefs
6 6 (1.05%) IBM
6 6 (1.05%) Thales
6 6 (1.05%) TikTok
7 5 (0.88%) Databricks
7 5 (0.88%) Foundry
8 4 (0.70%) Intel
8 4 (0.70%) Sitebulb
9 3 (0.53%) Dynatrace
9 3 (0.53%) Splunk
10 2 (0.35%) MathWorks
10 2 (0.35%) McAfee
10 2 (0.35%) VMware
10 2 (0.35%) YouTube