Algorithms Job Trends in England

Algorithms
UK > England

The table below looks at the prevalence of the term Algorithms in permanent job vacancies in England. Included is a benchmarking guide to the salaries offered in vacancies that cited Algorithms over the 6 months leading up to 17 September 2026, comparing them to the same period in the previous two years.

6 months to
17 Sep 2026
Same period 2025 Same period 2024
Rank 330 248 203
Rank change year-on-year -82 -45 +85
Permanent jobs citing Algorithms 546 535 952
As % of all permanent jobs in England 0.54% 1.24% 1.39%
As % of the Miscellaneous category 2.08% 2.96% 4.31%
Number of salaries quoted 351 235 386
10th Percentile £35,000 £37,454 £39,000
25th Percentile £52,500 £47,500 £50,000
Median annual salary (50th Percentile) £67,500 £70,600 £62,500
Median % change year-on-year -4.39% +12.96% -16.67%
75th Percentile £81,250 £111,250 £83,438
90th Percentile £100,000 £139,000 £100,625
UK median annual salary £65,000 £70,600 £65,000
% change year-on-year -7.93% +8.62% -10.34%

All Generic Skills
England

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 in England.

Permanent vacancies with a requirement for generic IT skills 26,248 18,090 22,113
As % of all permanent jobs advertised in England 25.89% 41.92% 32.18%
Number of salaries quoted 17,106 9,160 11,767
10th Percentile £31,125 £28,750 £31,250
25th Percentile £41,250 £37,000 £43,500
Median annual salary (50th Percentile) £57,500 £55,000 £60,000
Median % change year-on-year +4.55% -8.33% -6.98%
75th Percentile £80,000 £78,750 £83,750
90th Percentile £100,000 £105,575 £112,500
UK median annual salary £57,500 £55,000 £60,000
% change year-on-year +4.55% -8.33% -4.00%

Algorithms
Job Vacancy Trend in England

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

Algorithms job vacancy trend in England

Algorithms
Salary Trend in England

Salary distribution trend for jobs in England citing Algorithms.

Salary distribution trend for jobs in England citing Algorithms

Algorithms
Salary Histogram in England

Salary distribution for jobs citing Algorithms in England over the 6 months to 17 September 2026.

Salary histogram for Algorithms in England

Algorithms
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Algorithms within the England region over the 6 months to 17 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
London -112 180 £82,500 -24.14% 979
South East -26 144 £70,000 +12.90% 196
East of England +11 109 £62,500 +13.64% 162
North of England -30 47 £52,000 +15.56% 103
South West -66 42 £60,000 -4.12% 100
Midlands -35 25 £67,500 +12.50% 74
Yorkshire -26 22 £32,500 -7.14% 26
West Midlands -27 18 £67,500 +22.73% 43
North East -54 13 £60,000 -47.83% 20
North West -25 12 £60,000 +33.33% 59
East Midlands -40 7 £81,250 +78.57% 31
Algorithms
UK

Algorithms
Co-Occurring Skills & Capabilities in England 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 9 (1.65%) Apache Spark
2 6 (1.10%) SAS
3 5 (0.92%) CMS
4 3 (0.55%) Jupyter
5 2 (0.37%) Apache Airflow
5 2 (0.37%) Apache Pulsar
6 1 (0.18%) Apache
6 1 (0.18%) Kinematics
6 1 (0.18%) R Markdown
6 1 (0.18%) WordPress
Applications
1 16 (2.93%) Simulink
2 3 (0.55%) Blender
2 3 (0.55%) Chatbot
2 3 (0.55%) Mathematica
2 3 (0.55%) Maya
3 2 (0.37%) CATIA
3 2 (0.37%) Microsoft Excel
4 1 (0.18%) Adobe Premiere
4 1 (0.18%) Microsoft Office
Business Applications
1 10 (1.83%) Towers Watson Igloo
2 1 (0.18%) Dynamics GP
2 1 (0.18%) Shopify
Cloud Services
1 67 (12.27%) AWS
2 51 (9.34%) Azure
3 25 (4.58%) GCP
4 16 (2.93%) Google Analytics
5 14 (2.56%) GitHub
5 14 (2.56%) Google Ads
6 12 (2.20%) SaaS
7 9 (1.65%) Amazon ECS
8 8 (1.47%) Cloud Computing
8 8 (1.47%) Power Platform
9 7 (1.28%) Snowflake
10 5 (0.92%) Slack
10 5 (0.92%) Vertex AI
10 5 (0.92%) Virtual Private Cloud
11 4 (0.73%) Amazon EKS
11 4 (0.73%) AWS Lambda
11 4 (0.73%) Azure Data Factory
11 4 (0.73%) Serverless
12 3 (0.55%) Amazon SageMaker
12 3 (0.55%) Collibra
Communications & Networking
1 13 (2.38%) Broadband
2 11 (2.01%) Multicast
3 10 (1.83%) Wireless
4 9 (1.65%) 5G
4 9 (1.65%) LTE
5 7 (1.28%) 3GPP
5 7 (1.28%) GSM
5 7 (1.28%) Radio Access Network
5 7 (1.28%) RANAP
5 7 (1.28%) SS7
5 7 (1.28%) UMTS
5 7 (1.28%) Wireshark
6 6 (1.10%) Software-Defined Radio
7 3 (0.55%) Internet
7 3 (0.55%) Wi-Fi
8 2 (0.37%) Firewall
9 1 (0.18%) Ethernet
9 1 (0.18%) FIX Connectivity
9 1 (0.18%) MQTT
9 1 (0.18%) RS-422
Database & Business Intelligence
1 20 (3.66%) Metadata
2 18 (3.30%) Big Data
3 15 (2.75%) PostgreSQL
4 8 (1.47%) Amazon RDS
4 8 (1.47%) BigQuery
4 8 (1.47%) Power BI
5 7 (1.28%) Elasticsearch
6 6 (1.10%) GIS
7 5 (0.92%) MongoDB
7 5 (0.92%) MySQL
7 5 (0.92%) NoSQL
8 4 (0.73%) Hadoop
8 4 (0.73%) KDB
8 4 (0.73%) Redis
8 4 (0.73%) Tableau
9 3 (0.55%) DynamoDB
9 3 (0.55%) Relational Database
10 2 (0.37%) Data Lake
10 2 (0.37%) Data Warehouse
10 2 (0.37%) SQL Server
Development Applications
1 68 (12.45%) Git
2 20 (3.66%) Visual Studio Code
3 19 (3.48%) Rational DOORS
4 14 (2.56%) GitLab
5 13 (2.38%) JIRA
6 10 (1.83%) Jenkins
7 7 (1.28%) GCC
7 7 (1.28%) GDB
8 4 (0.73%) CMake
8 4 (0.73%) MLflow
8 4 (0.73%) PetaLinux
9 3 (0.55%) Visual Studio
10 2 (0.37%) Plastic SCM
10 2 (0.37%) TeamCity
11 1 (0.18%) QUnit
11 1 (0.18%) Rational Rhapsody
11 1 (0.18%) Valgrind
General
1 93 (17.03%) Finance
2 82 (15.02%) Social Skills
3 61 (11.17%) Analytical Skills
4 40 (7.33%) Inclusion and Diversity
5 37 (6.78%) Marketing
6 32 (5.86%) Banking
7 26 (4.76%) Aerospace
7 26 (4.76%) Electronics
8 25 (4.58%) Retail
9 15 (2.75%) Advertising
9 15 (2.75%) Front Office
10 14 (2.56%) Law
11 13 (2.38%) Financial Institution
11 13 (2.38%) Telecoms
12 10 (1.83%) Legal
13 9 (1.65%) Games
14 8 (1.47%) Automotive
15 7 (1.28%) Investment Banking
15 7 (1.28%) Manufacturing
16 5 (0.92%) Military
Job Titles
1 154 (28.21%) Software Engineer
2 121 (22.16%) Senior
3 87 (15.93%) Developer
4 51 (9.34%) Lead
5 47 (8.61%) Senior Software Engineer
6 39 (7.14%) Embedded Engineer
7 34 (6.23%) Data Scientist
8 33 (6.04%) Python Developer
9 32 (5.86%) C++ Software Engineer
10 31 (5.68%) Senior Developer
11 25 (4.58%) Python Engineer
12 22 (4.03%) FPGA Engineer
13 20 (3.66%) Embedded Software Engineer
13 20 (3.66%) Senior Embedded Engineer
14 18 (3.30%) Python Software Engineer
15 17 (3.11%) SEO Specialist
16 15 (2.75%) Systems Engineer
17 14 (2.56%) Principal Engineer
17 14 (2.56%) Quantitative Developer
17 14 (2.56%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 28 (5.13%) PyTorch
2 26 (4.76%) Boost C++ Libraries
2 26 (4.76%) HTML
3 25 (4.58%) .NET
3 25 (4.58%) React
4 23 (4.21%) CSS
5 22 (4.03%) TensorFlow
6 19 (3.48%) NumPy
6 19 (3.48%) Pandas
7 15 (2.75%) FIX Protocol
8 14 (2.56%) STL
9 12 (2.20%) Yocto
10 11 (2.01%) Kafka
10 11 (2.01%) pytest
10 11 (2.01%) Terraform
11 10 (1.83%) Django
12 9 (1.65%) Node.js
12 9 (1.65%) REST
13 8 (1.47%) ASP.NET
13 8 (1.47%) Flask
Miscellaneous
1 80 (14.65%) Data Structures
2 41 (7.51%) Embedded Systems
3 35 (6.41%) FPGA
4 33 (6.04%) Distributed Systems
5 30 (5.49%) Robotics
6 29 (5.31%) Equities
7 22 (4.03%) VHDL
8 20 (3.66%) PCIe
9 17 (3.11%) Product Ownership
10 15 (2.75%) Hedge funds
11 14 (2.56%) Management Information System
12 13 (2.38%) Fixed Income
13 12 (2.20%) Derivative
13 12 (2.20%) Verilog
14 10 (1.83%) Driving Licence
14 10 (1.83%) NVMe
14 10 (1.83%) Renewable Energy
15 9 (1.65%) Greenfield Project
16 8 (1.47%) Cloud Native
16 8 (1.47%) SCADA
Operating Systems
1 60 (10.99%) Linux
2 15 (2.75%) Windows
3 13 (2.38%) Embedded Linux
4 5 (0.92%) Windows Server 2008
4 5 (0.92%) Windows Server 2012
4 5 (0.92%) Windows Server 2016
4 5 (0.92%) Windows Server 2019
5 4 (0.73%) Robot Operating System
5 4 (0.73%) Windows Server
6 2 (0.37%) Unix
7 1 (0.18%) Android
7 1 (0.18%) Apple iOS
Processes & Methodologies
1 245 (44.87%) Software Engineering
2 157 (28.75%) AI
3 144 (26.37%) Computer Science
4 135 (24.73%) Machine Learning
5 104 (19.05%) Agile
6 96 (17.58%) Problem-Solving
7 91 (16.67%) Data Science
8 78 (14.29%) Mathematics
9 74 (13.55%) Analytics
10 68 (12.45%) CI/CD
11 57 (10.44%) Mentoring
11 57 (10.44%) Signal Processing
12 55 (10.07%) Decision-Making
13 53 (9.71%) Continuous Improvement
14 52 (9.52%) Test Automation
15 47 (8.61%) Validation
16 43 (7.88%) Deep Learning
16 43 (7.88%) Low Latency
16 43 (7.88%) Roadmaps
17 41 (7.51%) SDLC
Programming Languages
1 288 (52.75%) Python
2 159 (29.12%) C++
3 61 (11.17%) C
3 61 (11.17%) C#
4 48 (8.79%) SQL
5 41 (7.51%) Java
6 35 (6.41%) MATLAB
7 26 (4.76%) JavaScript
8 23 (4.21%) TypeScript
9 19 (3.48%) Rust
10 18 (3.30%) Embedded C++
11 16 (2.93%) Embedded C
12 12 (2.20%) Assembly Language
13 10 (1.83%) Go
14 9 (1.65%) R
15 3 (0.55%) Fortran
15 3 (0.55%) Julia
15 3 (0.55%) SystemVerilog
15 3 (0.55%) VBA
16 2 (0.37%) Shell Script
Qualifications
1 158 (28.94%) Degree
2 79 (14.47%) Security Cleared
3 46 (8.42%) Computer Science Degree
4 43 (7.88%) Master's Degree
5 41 (7.51%) SC Cleared
6 31 (5.68%) PhD
7 27 (4.95%) DV Cleared
8 16 (2.93%) BPSS Clearance
9 8 (1.47%) AWS Certification
9 8 (1.47%) Numerate Degree
10 6 (1.10%) DBS Check
11 2 (0.37%) CISSP
11 2 (0.37%) Microsoft Certification
12 1 (0.18%) HND
12 1 (0.18%) Microsoft Certified Professional
Quality Assurance & Compliance
1 33 (6.04%) QA
2 12 (2.20%) Accessibility
2 12 (2.20%) GDPR
3 11 (2.01%) Data Quality
4 8 (1.47%) ISO/IEC 15288
5 6 (1.10%) Automotive SPICE
5 6 (1.10%) ISO 26262
5 6 (1.10%) MISRA
5 6 (1.10%) MISRA C
6 5 (0.92%) Actionable Recommendations
7 4 (0.73%) ISO/IEC 12207
8 2 (0.37%) ISO/IEC 27001
8 2 (0.37%) NIST
8 2 (0.37%) PCI DSS
9 1 (0.18%) ISO 9001
9 1 (0.18%) MiFID
System Software
1 46 (8.42%) Docker
2 41 (7.51%) Firmware
3 22 (4.03%) Embedded Firmware
4 5 (0.92%) Active Directory
4 5 (0.92%) Hyper-V
4 5 (0.92%) VMware ESXi
4 5 (0.92%) VMware Infrastructure
5 2 (0.37%) Slurm Workload Manager
6 1 (0.18%) IAG
Systems Management
1 29 (5.31%) Kubernetes
2 5 (0.92%) Kubeflow
2 5 (0.92%) SCCM
2 5 (0.92%) SCOM
2 5 (0.92%) Tivoli Identity Manager
3 2 (0.37%) Ansible
4 1 (0.18%) Functional Safety
Vendors
1 37 (6.78%) Google
2 13 (2.38%) Microsoft
3 12 (2.20%) Screaming Frog
4 11 (2.01%) Xilinx
5 10 (1.83%) Altera
5 10 (1.83%) IBM
6 7 (1.28%) Ahrefs
6 7 (1.28%) OpenAI
7 5 (0.92%) Databricks
7 5 (0.92%) Dell
7 5 (0.92%) HP
7 5 (0.92%) McAfee
7 5 (0.92%) Thales
7 5 (0.92%) TikTok
7 5 (0.92%) VMware
8 4 (0.73%) Foundry
8 4 (0.73%) Sitebulb
9 3 (0.55%) Rockwell
10 2 (0.37%) MathWorks
10 2 (0.37%) YouTube