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 25 September 2026, comparing them to the same period in the previous two years.

6 months to
25 Sep 2026
Same period 2025 Same period 2024
Rank 357 245 180
Rank change year-on-year -112 -65 +116
Permanent jobs citing Algorithms 584 639 1,114
As % of all permanent jobs in the UK 0.50% 1.29% 1.45%
As % of the Miscellaneous category 1.88% 3.15% 4.50%
Number of salaries quoted 361 255 418
10th Percentile £34,250 £37,424 £39,500
25th Percentile £52,000 £47,500 £50,500
Median annual salary (50th Percentile) £65,000 £70,000 £65,000
Median % change year-on-year -7.14% +7.69% -10.34%
75th Percentile £80,000 £102,500 £82,500
90th Percentile £100,000 £127,500 £100,375
UK excluding London median annual salary £65,000 £56,430 £60,000
% change year-on-year +15.19% -5.95% -

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 30,987 20,257 24,766
As % of all permanent jobs advertised in the UK 26.44% 41.01% 32.21%
Number of salaries quoted 19,214 10,163 12,637
10th Percentile £31,000 £28,500 £31,307
25th Percentile £41,000 £36,750 £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 £103,750 £110,000
UK excluding London median annual salary £52,000 £47,500 £52,500
% change year-on-year +9.47% -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 25 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 25 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 -81 548 £67,500 -4.39% 1,508
UK excluding London -94 397 £65,000 +15.19% 652
London -117 172 £82,500 -23.26% 938
Work from Home -43 148 £58,000 -17.85% 506
South East -20 147 £70,000 +12.90% 159
East of England +20 115 £64,000 +16.36% 137
North of England -45 46 £52,000 +35.06% 99
South West -66 42 £60,000 -4.12% 93
Midlands -34 26 £67,500 +12.50% 69
Yorkshire -20 22 £32,500 -7.14% 26
West Midlands -36 18 £67,500 +22.73% 42
Scotland -52 17 £39,500 -31.30% 69
North East -59 13 £60,000 -47.83% 15
North West -32 11 £60,000 +33.33% 59
East Midlands -30 8 £95,000 +108.79% 27
Wales -74 2 £39,500 -43.00% 12
Northern Ireland - 2 £39,500 - 22

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 (0.68%) Jupyter
5 3 (0.51%) Apache
6 2 (0.34%) Apache Pulsar
7 1 (0.17%) Confluence
7 1 (0.17%) Kinematics
7 1 (0.17%) R Markdown
7 1 (0.17%) SharePoint
7 1 (0.17%) WordPress
Applications
1 19 (3.25%) Simulink
2 4 (0.68%) Chatbot
2 4 (0.68%) 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 (12.50%) AWS
2 55 (9.42%) Azure
3 29 (4.97%) GCP
4 19 (3.25%) GitHub
5 17 (2.91%) Google Analytics
6 15 (2.57%) Google Ads
7 13 (2.23%) Amazon ECS
8 12 (2.05%) SaaS
9 9 (1.54%) Cloud Computing
10 8 (1.37%) Power Platform
10 8 (1.37%) Snowflake
11 5 (0.86%) Vertex AI
11 5 (0.86%) Virtual Private Cloud
12 4 (0.68%) Amazon EKS
12 4 (0.68%) AWS Lambda
12 4 (0.68%) Azure Data Factory
12 4 (0.68%) Serverless
12 4 (0.68%) Slack
13 3 (0.51%) Amazon SageMaker
13 3 (0.51%) Azure DevOps
Communications & Networking
1 13 (2.23%) Multicast
2 12 (2.05%) Wireless
3 11 (1.88%) Broadband
4 10 (1.71%) LTE
5 9 (1.54%) 5G
6 7 (1.20%) 3GPP
6 7 (1.20%) GSM
6 7 (1.20%) Radio Access Network
6 7 (1.20%) RANAP
6 7 (1.20%) Software-Defined Radio
6 7 (1.20%) SS7
6 7 (1.20%) UMTS
6 7 (1.20%) Wireshark
7 3 (0.51%) Internet
7 3 (0.51%) Wi-Fi
8 2 (0.34%) Ethernet
8 2 (0.34%) Firewall
9 1 (0.17%) DHCP
9 1 (0.17%) DNS
9 1 (0.17%) Kerberos
Database & Business Intelligence
1 21 (3.60%) Metadata
2 18 (3.08%) 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 (0.68%) Hadoop
7 4 (0.68%) KDB
7 4 (0.68%) MongoDB
7 4 (0.68%) Redis
7 4 (0.68%) 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 70 (11.99%) Git
2 21 (3.60%) Visual Studio Code
3 20 (3.42%) Rational DOORS
4 17 (2.91%) GitLab
5 16 (2.74%) JIRA
6 13 (2.23%) Jenkins
7 7 (1.20%) GCC
7 7 (1.20%) GDB
8 5 (0.86%) PetaLinux
9 4 (0.68%) CMake
9 4 (0.68%) MLflow
10 3 (0.51%) Visual Studio
11 2 (0.34%) Plastic SCM
11 2 (0.34%) Rational Rhapsody
11 2 (0.34%) TeamCity
12 1 (0.17%) QUnit
12 1 (0.17%) Subversion
12 1 (0.17%) Valgrind
General
1 119 (20.38%) Finance
2 95 (16.27%) Social Skills
3 64 (10.96%) Analytical Skills
4 58 (9.93%) Inclusion and Diversity
5 49 (8.39%) Marketing
6 39 (6.68%) Banking
7 32 (5.48%) Aerospace
8 28 (4.79%) Electronics
8 28 (4.79%) Retail
9 24 (4.11%) Law
10 23 (3.94%) Advertising
11 14 (2.40%) Front Office
12 13 (2.23%) Financial Institution
12 13 (2.23%) Telecoms
13 11 (1.88%) Games
13 11 (1.88%) Legal
14 10 (1.71%) Manufacturing
15 8 (1.37%) Automotive
16 7 (1.20%) Investment Banking
17 6 (1.03%) Military
Job Titles
1 155 (26.54%) Software Engineer
2 123 (21.06%) Senior
3 81 (13.87%) Developer
4 62 (10.62%) Lead
5 47 (8.05%) Senior Software Engineer
6 41 (7.02%) Embedded Engineer
7 37 (6.34%) Data Scientist
8 33 (5.65%) C++ Software Engineer
9 28 (4.79%) Python Developer
9 28 (4.79%) Senior Developer
10 25 (4.28%) Python Engineer
11 23 (3.94%) FPGA Engineer
12 22 (3.77%) Systems Engineer
13 21 (3.60%) Embedded Software Engineer
13 21 (3.60%) Senior Embedded Engineer
14 19 (3.25%) Python Software Engineer
15 18 (3.08%) 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 32 (5.48%) PyTorch
2 28 (4.79%) .NET
3 27 (4.62%) HTML
4 26 (4.45%) Boost C++ Libraries
4 26 (4.45%) React
5 25 (4.28%) CSS
6 22 (3.77%) TensorFlow
7 17 (2.91%) FIX Protocol
7 17 (2.91%) NumPy
7 17 (2.91%) Pandas
8 15 (2.57%) STL
9 14 (2.40%) Kafka
9 14 (2.40%) Terraform
9 14 (2.40%) Yocto
10 13 (2.23%) pytest
11 9 (1.54%) Hugging Face
11 9 (1.54%) Node.js
12 8 (1.37%) FastAPI
12 8 (1.37%) Google JAX
12 8 (1.37%) JAX
Miscellaneous
1 80 (13.70%) Data Structures
2 44 (7.53%) Embedded Systems
3 40 (6.85%) FPGA
4 34 (5.82%) Robotics
5 32 (5.48%) Distributed Systems
6 30 (5.14%) Equities
7 22 (3.77%) VHDL
8 20 (3.42%) PCIe
9 16 (2.74%) Product Ownership
10 15 (2.57%) Fixed Income
10 15 (2.57%) Management Information System
11 14 (2.40%) Derivative
11 14 (2.40%) Hedge funds
12 13 (2.23%) Verilog
13 12 (2.05%) Cloud Native
14 10 (1.71%) Renewable Energy
15 9 (1.54%) ASIC
15 9 (1.54%) Device Driver
15 9 (1.54%) Driving Licence
15 9 (1.54%) NVMe
Operating Systems
1 65 (11.13%) Linux
2 17 (2.91%) Windows
3 16 (2.74%) 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 (0.68%) Robot Operating System
5 4 (0.68%) 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
1 247 (42.29%) Software Engineering
2 182 (31.16%) AI
3 152 (26.03%) Machine Learning
4 148 (25.34%) Computer Science
5 107 (18.32%) Agile
6 104 (17.81%) Problem-Solving
7 98 (16.78%) Data Science
8 87 (14.90%) Mathematics
9 81 (13.87%) Analytics
10 73 (12.50%) CI/CD
11 62 (10.62%) Decision-Making
12 59 (10.10%) Signal Processing
13 57 (9.76%) Mentoring
14 56 (9.59%) Continuous Improvement
15 54 (9.25%) Validation
16 52 (8.90%) Test Automation
17 44 (7.53%) Deep Learning
17 44 (7.53%) Low Latency
17 44 (7.53%) Physics
17 44 (7.53%) SDLC
Programming Languages
1 297 (50.86%) Python
2 165 (28.25%) C++
3 64 (10.96%) C
4 61 (10.45%) C#
5 49 (8.39%) SQL
6 45 (7.71%) Java
7 44 (7.53%) MATLAB
8 27 (4.62%) JavaScript
9 24 (4.11%) TypeScript
10 21 (3.60%) Embedded C++
11 19 (3.25%) Rust
12 18 (3.08%) Embedded C
13 12 (2.05%) Go
14 10 (1.71%) Assembly Language
15 9 (1.54%) R
16 4 (0.68%) Fortran
17 3 (0.51%) Shell Script
17 3 (0.51%) SystemVerilog
17 3 (0.51%) VBA
18 2 (0.34%) Julia
Qualifications
1 173 (29.62%) Degree
2 88 (15.07%) Security Cleared
3 47 (8.05%) Computer Science Degree
3 47 (8.05%) SC Cleared
4 44 (7.53%) Master's Degree
5 36 (6.16%) PhD
6 30 (5.14%) DV Cleared
7 20 (3.42%) BPSS Clearance
8 13 (2.23%) AWS Certification
9 8 (1.37%) DBS Check
9 8 (1.37%) Numerate Degree
10 3 (0.51%) AWS Certified Solutions Architect
10 3 (0.51%) CISSP
11 2 (0.34%) Microsoft Certification
12 1 (0.17%) AWS Certified Cloud Practitioner
12 1 (0.17%) HND
12 1 (0.17%) Microsoft Certified Professional
Quality Assurance & Compliance
1 34 (5.82%) QA
2 15 (2.57%) Accessibility
3 13 (2.23%) GDPR
4 11 (1.88%) Data Quality
5 10 (1.71%) 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 (0.68%) 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 (8.39%) Docker
2 40 (6.85%) 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%) Lustre
7 1 (0.17%) NFS
7 1 (0.17%) Samba
Systems Management
1 35 (5.99%) Kubernetes
2 5 (0.86%) Ansible
2 5 (0.86%) SCCM
2 5 (0.86%) SCOM
2 5 (0.86%) Tivoli Identity Manager
3 4 (0.68%) Kubeflow
4 3 (0.51%) Argo
4 3 (0.51%) Grafana
4 3 (0.51%) Prometheus
5 1 (0.17%) Functional Safety
5 1 (0.17%) Oracle ZFS
Vendors
1 36 (6.16%) Google
2 16 (2.74%) Microsoft
3 12 (2.05%) IBM
4 11 (1.88%) Screaming Frog
5 10 (1.71%) Xilinx
6 9 (1.54%) Altera
7 8 (1.37%) OpenAI
8 7 (1.20%) Ahrefs
9 6 (1.03%) Thales
9 6 (1.03%) TikTok
10 5 (0.86%) Databricks
10 5 (0.86%) Dell
10 5 (0.86%) HP
10 5 (0.86%) McAfee
10 5 (0.86%) VMware
11 4 (0.68%) Foundry
11 4 (0.68%) Sitebulb
12 3 (0.51%) Dynatrace
12 3 (0.51%) Rockwell
12 3 (0.51%) Splunk