Algorithms Jobs

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 October 2024, comparing them to the same period in the previous two years.

6 months to
23 Oct 2024
Same period 2023 Same period 2022
Rank 254 304 144
Rank change year-on-year +50 -160 +35
Permanent jobs citing Algorithms 803 645 3,845
As % of all permanent jobs advertised in the UK 1.06% 1.08% 2.74%
As % of the Miscellaneous category 3.36% 2.85% 6.01%
Number of salaries quoted 368 431 1,028
10th Percentile £45,000 £41,500 £42,125
25th Percentile £53,750 £50,000 £55,000
Median annual salary (50th Percentile) £65,000 £70,576 £73,999
Median % change year-on-year -7.90% -4.63% +9.63%
75th Percentile £84,438 £93,750 £92,500
90th Percentile £105,000 £130,000 £110,000
UK excluding London median annual salary £60,000 £55,000 £60,000
% change year-on-year +9.09% -8.33% +9.09%

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 23,890 22,599 64,005
As % of all permanent jobs advertised in the UK 31.58% 38.01% 45.54%
Number of salaries quoted 11,124 16,431 31,543
10th Percentile £32,750 £34,113 £35,000
25th Percentile £45,383 £45,638 £46,250
Median annual salary (50th Percentile) £60,000 £62,500 £62,500
Median % change year-on-year -4.00% - +4.17%
75th Percentile £83,750 £83,750 £85,000
90th Percentile £110,000 £106,250 £105,000
UK excluding London median annual salary £54,000 £55,000 £55,000
% change year-on-year -1.82% - +10.00%

Algorithms
Job Vacancy Trend

Job postings citing Algorithms as a proportion of all IT jobs advertised.

Job vacancy trend for Algorithms in the UK

Algorithms
Salary Trend

3-month moving average salary quoted in jobs citing Algorithms.

Salary trend for Algorithms in the UK

Algorithms
Salary Histogram

Salary distribution for jobs citing Algorithms over the 6 months to 23 October 2024.

Salary histogram for Algorithms in the UK

Algorithms
Top 16 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 October 2024. 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 +16 725 £65,750 -9.31% 438
UK excluding London +32 512 £60,000 +9.09% 303
Work from Home +7 269 £71,250 +7.95% 778
London +17 266 £80,000 -5.88% 151
South East +69 220 £67,500 +22.73% 89
South West -15 94 £60,000 -14.30% 49
Midlands -22 58 £56,750 +13.50% 20
Scotland +10 45 £56,509 +13.02% 8
East of England -31 43 £62,500 -3.85% 83
North of England -42 42 £56,509 -9.59% 58
North West -15 34 £53,254 -13.05% 41
West Midlands -48 32 £54,250 -5.24% 11
East Midlands -4 26 £60,000 +60.00% 9
Wales +43 8 - - 3
Yorkshire +14 8 £60,000 -5.88% 8
Northern Ireland +28 2 £67,500 -10.00% 8

Algorithms
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 20 (2.49%) Apache Spark
2 15 (1.87%) Apache
3 9 (1.12%) SharePoint
4 8 (1.00%) Apache Airflow
5 4 (0.50%) Jupyter
6 3 (0.37%) Confluence
6 3 (0.37%) OpenStack
7 2 (0.25%) Ethereum
7 2 (0.25%) FileNet
7 2 (0.25%) Luigi
8 1 (0.12%) SAS
Applications
1 50 (6.23%) Simulink
2 16 (1.99%) Stateflow
3 7 (0.87%) CPLEX
3 7 (0.87%) Microsoft Office
4 5 (0.62%) GNU Octave
5 3 (0.37%) Microsoft Excel
6 1 (0.12%) Revit
Business Applications
1 2 (0.25%) Dynamics CRM
2 1 (0.12%) Infor M3
Cloud Services
1 126 (15.69%) Azure
2 106 (13.20%) AWS
3 38 (4.73%) GCP
4 36 (4.48%) IBM Cloud
5 23 (2.86%) Power Platform
6 21 (2.62%) Azure DevOps
7 18 (2.24%) Serverless
8 12 (1.49%) Amazon SageMaker
9 11 (1.37%) Azure API Management
9 11 (1.37%) Azure Functions
9 11 (1.37%) Azure Logic Apps
9 11 (1.37%) Azure Service Bus
9 11 (1.37%) Cloud Computing
10 8 (1.00%) Azure Synapse Analytics
10 8 (1.00%) GitHub
10 8 (1.00%) Google Analytics
11 7 (0.87%) Amazon EC2
11 7 (0.87%) Amazon S3
11 7 (0.87%) Azure Data Factory
12 6 (0.75%) Google Kubernetes Engine
Communications & Networking
1 18 (2.24%) TCP/IP
2 16 (1.99%) HTTP
3 15 (1.87%) Software-Defined Radio
4 12 (1.49%) Ethernet
5 11 (1.37%) 5G
5 11 (1.37%) WAN
6 9 (1.12%) DNS
6 9 (1.12%) Firewall
6 9 (1.12%) FlexRay
6 9 (1.12%) Internet
6 9 (1.12%) SMTP
6 9 (1.12%) VPN
7 8 (1.00%) SD-WAN
8 6 (0.75%) Intrusion Detection
9 4 (0.50%) OFDM
10 3 (0.37%) LAN
10 3 (0.37%) Network Security
10 3 (0.37%) RS-232
10 3 (0.37%) VLAN
11 2 (0.25%) RS-422
Database & Business Intelligence
1 68 (8.47%) NoSQL
2 54 (6.72%) PostgreSQL
3 49 (6.10%) MongoDB
4 46 (5.73%) Big Data
5 39 (4.86%) Tableau
6 36 (4.48%) DB2
7 26 (3.24%) Relational Database
8 22 (2.74%) Power BI
9 19 (2.37%) Data Warehouse
10 12 (1.49%) Data Lake
11 8 (1.00%) MySQL
11 8 (1.00%) SQL Server
12 7 (0.87%) KDB
13 6 (0.75%) Apache Hive
13 6 (0.75%) Hadoop
13 6 (0.75%) Redis
13 6 (0.75%) SQL Server Integration Services
14 5 (0.62%) Metadata
14 5 (0.62%) RDBMS
14 5 (0.62%) SQL Server Analysis Services
Development Applications
1 72 (8.97%) Git
2 20 (2.49%) Subversion
3 12 (1.49%) CMake
3 12 (1.49%) JIRA
4 10 (1.25%) Jenkins
5 6 (0.75%) GitLab
5 6 (0.75%) JUnit
5 6 (0.75%) Maven
6 5 (0.62%) MLflow
7 4 (0.50%) GDB
7 4 (0.50%) LabVIEW
7 4 (0.50%) Rational Rhapsody
8 3 (0.37%) Cypress.io
8 3 (0.37%) JMeter
8 3 (0.37%) Mockito
8 3 (0.37%) Rational DOORS
9 2 (0.25%) Android Studio
9 2 (0.25%) Bitbucket Server
9 2 (0.25%) Hardhat
10 1 (0.12%) Bitbucket
General
1 262 (32.63%) Social Skills
2 149 (18.56%) Finance
3 127 (15.82%) Analytical Skills
4 59 (7.35%) Inclusion and Diversity
5 55 (6.85%) Electronics
6 52 (6.48%) Public Sector
7 45 (5.60%) Pharmaceutical
8 42 (5.23%) Law
9 29 (3.61%) Automotive
10 25 (3.11%) Marketing
11 24 (2.99%) Banking
12 22 (2.74%) Front Office
12 22 (2.74%) Presentation Skills
13 18 (2.24%) Legal
13 18 (2.24%) Manufacturing
14 15 (1.87%) Military
15 12 (1.49%) Telecoms
16 9 (1.12%) Investment Banking
17 8 (1.00%) Organisational Skills
18 7 (0.87%) Games
Job Titles
1 211 (26.28%) Senior
2 197 (24.53%) Developer
3 163 (20.30%) Software Engineer
4 107 (13.33%) Data Scientist
5 78 (9.71%) Senior Data Scientist
6 70 (8.72%) Lead
7 66 (8.22%) Software Developer
8 49 (6.10%) Senior Developer
9 45 (5.60%) Embedded Engineer
10 43 (5.35%) Senior Software Engineer
11 42 (5.23%) Python Developer
12 37 (4.61%) Analyst
12 37 (4.61%) Full-Stack Engineer
13 35 (4.36%) Team Leader
14 32 (3.99%) Senior Software Developer
15 28 (3.49%) C++ Software Engineer
16 26 (3.24%) C++ Developer
16 26 (3.24%) Full-Stack Developer
17 25 (3.11%) Quantitative Developer
18 23 (2.86%) Senior Embedded Engineer
Libraries, Frameworks & Software Standards
1 88 (10.96%) React
2 70 (8.72%) HTML
3 67 (8.34%) .NET
4 66 (8.22%) TensorFlow
5 62 (7.72%) CSS
6 61 (7.60%) AngularJS
7 52 (6.48%) REST
8 47 (5.85%) Pandas
9 43 (5.35%) jQuery
10 42 (5.23%) Vue
11 41 (5.11%) Web Services
12 39 (4.86%) PyTorch
12 39 (4.86%) scikit-learn
12 39 (4.86%) Twitter Bootstrap
13 36 (4.48%) ASP.NET
13 36 (4.48%) ASP.NET Core
13 36 (4.48%) Backbone.js
13 36 (4.48%) Ember.js
14 34 (4.23%) PySpark
15 24 (2.99%) Kafka
Miscellaneous
1 114 (14.20%) Data Structures
2 58 (7.22%) Blockchain
3 48 (5.98%) Life Science
4 44 (5.48%) FPGA
5 36 (4.48%) Hybrid Cloud
6 33 (4.11%) e-Learning
7 31 (3.86%) Distributed Systems
7 31 (3.86%) VHDL
8 29 (3.61%) Embedded Systems
9 27 (3.36%) Self-Motivation
10 17 (2.12%) Foreign Exchange (FX)
11 15 (1.87%) Greenfield Project
12 14 (1.74%) Hedge funds
13 13 (1.62%) CUDA
13 13 (1.62%) Robotics
14 12 (1.49%) Equities
14 12 (1.49%) Linux Command Line
15 11 (1.37%) Distributed Computing
15 11 (1.37%) Mobile App
15 11 (1.37%) Virtual Team
Operating Systems
1 185 (23.04%) Linux
2 77 (9.59%) Windows
3 54 (6.72%) Unix
4 43 (5.35%) Android
5 39 (4.86%) Apple iOS
6 26 (3.24%) Embedded Linux
7 10 (1.25%) FreeRTOS
8 7 (0.87%) Debian
9 5 (0.62%) Windows Server 2008
9 5 (0.62%) Windows Server 2012
9 5 (0.62%) Windows Server 2016
9 5 (0.62%) Windows Server 2019
10 3 (0.37%) Red Hat Enterprise Linux
10 3 (0.37%) SUSE Linux Enterprise Server
10 3 (0.37%) Ubuntu
10 3 (0.37%) VMS
11 1 (0.12%) Mac OS
11 1 (0.12%) Robot Operating System
Processes & Methodologies
1 293 (36.49%) Artificial Intelligence
2 287 (35.74%) Software Engineering
3 286 (35.62%) Machine Learning
4 276 (34.37%) Mathematics
5 233 (29.02%) Computer Science
6 193 (24.03%) Data Science
7 163 (20.30%) Analytics
8 145 (18.06%) Problem-Solving
9 140 (17.43%) Visualisation
10 134 (16.69%) Agile
11 118 (14.69%) Physics
12 101 (12.58%) SDLC
13 95 (11.83%) Statistics
14 86 (10.71%) CI/CD
15 80 (9.96%) Full-Stack Development
15 80 (9.96%) Open Source
16 78 (9.71%) Design Patterns
17 74 (9.22%) Data Visualisation
18 71 (8.84%) Data Modelling
19 69 (8.59%) Continuous Improvement
Programming Languages
1 349 (43.46%) Python
2 241 (30.01%) C++
3 180 (22.42%) SQL
4 145 (18.06%) Java
5 141 (17.56%) C
6 130 (16.19%) JavaScript
7 112 (13.95%) C#
8 91 (11.33%) MATLAB
9 58 (7.22%) TypeScript
10 49 (6.10%) Fortran
11 39 (4.86%) Rust
12 31 (3.86%) Bash
13 27 (3.36%) R
14 15 (1.87%) Embedded C
15 14 (1.74%) Go
15 14 (1.74%) Haskell
16 11 (1.37%) PHP
17 9 (1.12%) Shell Script
18 8 (1.00%) Kotlin
19 6 (0.75%) T-SQL
Qualifications
1 366 (45.58%) Degree
2 208 (25.90%) Master's Degree
3 194 (24.16%) Security Cleared
4 150 (18.68%) PhD
5 88 (10.96%) SC Cleared
6 70 (8.72%) Computer Science Degree
7 31 (3.86%) DV Cleared
8 29 (3.61%) DBS Check
9 24 (2.99%) Numerate Degree
10 14 (1.74%) BPSS Clearance
11 12 (1.49%) Cisco Certification
12 10 (1.25%) CISSP
13 6 (0.75%) (ISC)2 CCSP
13 6 (0.75%) CCNA
13 6 (0.75%) CCSP
13 6 (0.75%) TOGAF Certification
14 5 (0.62%) Azure Certification
15 4 (0.50%) CSSLP
15 4 (0.50%) HND
16 3 (0.37%) Network+ Certification
Quality Assurance & Compliance
1 26 (3.24%) QA
2 19 (2.37%) ISO 26262
3 15 (1.87%) Data Quality
4 10 (1.25%) Accessibility
4 10 (1.25%) AUTOSAR
5 7 (0.87%) GDPR
6 5 (0.62%) NIST
7 4 (0.50%) ISO/IEC 27001
8 3 (0.37%) HAZOP
9 2 (0.25%) Automotive SPICE
9 2 (0.25%) MISRA
9 2 (0.25%) MISRA C
10 1 (0.12%) Actionable Recommendations
10 1 (0.12%) JTAG
System Software
1 50 (6.23%) Docker
2 40 (4.98%) Firmware
3 13 (1.62%) Embedded Firmware
4 6 (0.75%) Active Directory
4 6 (0.75%) Slurm Workload Manager
5 5 (0.62%) Hyper-V
5 5 (0.62%) VMware ESXi
5 5 (0.62%) VMware Infrastructure
6 3 (0.37%) Apache ZooKeeper
6 3 (0.37%) Ceph
6 3 (0.37%) GPFS
6 3 (0.37%) Lustre
7 2 (0.25%) HDFS
Systems Management
1 60 (7.47%) Kubernetes
2 24 (2.99%) Terraform
3 7 (0.87%) Single Sign-On
4 5 (0.62%) SCCM
4 5 (0.62%) SCOM
5 4 (0.50%) Ansible
5 4 (0.50%) Tivoli Identity Manager
6 3 (0.37%) Functional Safety
6 3 (0.37%) Kibana
6 3 (0.37%) Podman
7 2 (0.25%) Kubeflow
8 1 (0.12%) FTK
8 1 (0.12%) Grafana
8 1 (0.12%) Istio
8 1 (0.12%) Progress Chef
8 1 (0.12%) Prometheus
8 1 (0.12%) SELinux
Vendors
1 62 (7.72%) Microsoft
2 55 (6.85%) IBM
3 51 (6.35%) Databricks
4 38 (4.73%) Google
5 36 (4.48%) Red Hat
6 15 (1.87%) OpenAI
7 14 (1.74%) Xilinx
8 8 (1.00%) Ahrefs
8 8 (1.00%) Oracle
8 8 (1.00%) Screaming Frog
9 6 (0.75%) Alteryx
9 6 (0.75%) EMC
10 5 (0.62%) Capita
10 5 (0.62%) McAfee
10 5 (0.62%) VMware
11 4 (0.50%) Dell
11 4 (0.50%) HP
11 4 (0.50%) ION Trading
11 4 (0.50%) Splunk
11 4 (0.50%) Sun