Period
to 18 October 2021

The table below looks at the prevalence of the term Algorithms in permanent job vacancies advertised in Manchester. Included is a benchmarking guide to the salaries offered in vacancies that have cited Algorithms over the 6 months to 18 October 2021 with a comparison to the same period over the previous 2 years.

Algorithms
North West > Manchester
6 months to
18 Oct 2021
Same period 2020 Same period 2019
Rank 211 142 143
Rank change year-on-year -69 +1 +98
Permanent jobs citing Algorithms 39 15 138
As % of all permanent jobs advertised in Manchester 0.70% 0.58% 2.12%
As % of the Miscellaneous category 1.74% 1.76% 6.01%
Number of salaries quoted 35 14 64
10th Percentile £50,000 £47,875 £40,925
25th Percentile £50,625 £50,313 £47,500
Median annual salary (50th Percentile) £57,500 £55,000 £65,000
Median % change year-on-year +4.55% -15.38% +23.81%
75th Percentile £71,875 £61,250 "
90th Percentile £80,500 £62,500 £72,500
North West median annual salary £57,500 £55,000 £65,000
% change year-on-year +4.55% -15.38% +27.45%

Algorithms is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Manchester with a requirement for generic IT skills.

All Generic IT Skills
Manchester
Permanent vacancies with a requirement for generic IT skills 2,242 854 2,298
As % of all permanent IT jobs advertised in Manchester 40.35% 33.17% 35.28%
Number of salaries quoted 1,613 759 1,750
10th Percentile £31,607 £32,500 £27,500
25th Percentile £40,000 £38,750 £35,125
Median annual salary (50th Percentile) £50,000 £50,000 £45,000
Median % change year-on-year - +11.11% -
75th Percentile £67,500 £60,000 £60,000
90th Percentile £85,000 £70,000 £70,000
North West median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% -

Algorithms
Job Vacancy Trend in Manchester

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

Job vacancy trend for Algorithms in Manchester

Algorithms
Salary Trend in Manchester

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

Salary trend for Algorithms in Manchester

Algorithms
Salary Histogram in Manchester

Salary distribution for jobs citing Algorithms in Manchester over the 6 months to 18 October 2021.

Salary histogram for Algorithms in Manchester

Algorithms
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Algorithms within the Manchester region over the 6 months to 18 October 2021. 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
Job
Vacancies
Stockport - 8 £58,750 - 1
Algorithms
North West

For the 6 months to 18 October 2021, IT jobs citing Algorithms also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Manchester region with a requirement for Algorithms.

1 30 (76.92%) SQL
2 20 (51.28%) Data Structures
3 19 (48.72%) Software Engineering
4 16 (41.03%) Java
5 15 (38.46%) Python
5 15 (38.46%) Data Warehouse
5 15 (38.46%) DevOps
5 15 (38.46%) Azure
6 12 (30.77%) PowerShell
6 12 (30.77%) Data Science
6 12 (30.77%) Social Skills
7 11 (28.21%) Finance
7 11 (28.21%) Machine Learning
8 10 (25.64%) Data Transformation
8 10 (25.64%) Artificial Intelligence
8 10 (25.64%) Power Platform
8 10 (25.64%) Power BI
9 9 (23.08%) Data Lake
9 9 (23.08%) Azure Data Factory
9 9 (23.08%) Azure SQL Data Warehouse
9 9 (23.08%) Proactive Monitoring
9 9 (23.08%) Power Query
9 9 (23.08%) Data Migration
9 9 (23.08%) System Testing
9 9 (23.08%) Law
9 9 (23.08%) Migration
9 9 (23.08%) Business Intelligence
9 9 (23.08%) Microsoft
9 9 (23.08%) Data Modelling
10 8 (20.51%) ERP

Algorithms
Co-occurring IT Skills in Manchester by Category

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

Application Platforms
1 4 (10.26%) Elasticsearch
2 3 (7.69%) Apache Airflow
2 3 (7.69%) Apache Spark
3 2 (5.13%) Apache
4 1 (2.56%) Tornado
Applications
1 1 (2.56%) Adobe XD
1 1 (2.56%) InVision
1 1 (2.56%) Sketch
Business Applications
1 8 (20.51%) Dynamics CRM
Cloud Services
1 15 (38.46%) Azure
2 10 (25.64%) Power Platform
3 9 (23.08%) Azure Data Factory
4 8 (20.51%) Azure Key Vault
4 8 (20.51%) Azure Logic Apps
4 8 (20.51%) Azure Synapse Analytics
4 8 (20.51%) Dynamics 365
4 8 (20.51%) Microsoft 365
4 8 (20.51%) Power Automate
5 6 (15.38%) AWS
5 6 (15.38%) GCP
6 4 (10.26%) Azure Cosmos DB
6 4 (10.26%) Azure Service Fabric
6 4 (10.26%) Slack
7 3 (7.69%) Amazon S3
7 3 (7.69%) Amazon SageMaker
8 2 (5.13%) Azure Machine Learning
8 2 (5.13%) Google Play
9 1 (2.56%) Adobe Creative Cloud
9 1 (2.56%) Matillion
Communications & Networking
1 1 (2.56%) HTTP
Database & Business Intelligence
1 15 (38.46%) Data Warehouse
2 10 (25.64%) Power BI
3 9 (23.08%) Azure SQL Data Warehouse
3 9 (23.08%) Data Lake
3 9 (23.08%) Power Query
4 7 (17.95%) NoSQL
5 4 (10.26%) BigQuery
5 4 (10.26%) Neo4j
6 3 (7.69%) Hadoop
7 2 (5.13%) Big Data
8 1 (2.56%) Amazon Redshift
8 1 (2.56%) MySQL
8 1 (2.56%) QlikView
8 1 (2.56%) Relational Database
8 1 (2.56%) Tableau
Development Applications
1 6 (15.38%) Git (software)
1 6 (15.38%) Mercurial
1 6 (15.38%) Subversion
2 4 (10.26%) JMeter
2 4 (10.26%) Octopus Deploy
2 4 (10.26%) TeamCity
3 2 (5.13%) Gradle
3 2 (5.13%) JUnit
4 1 (2.56%) Axure RP
4 1 (2.56%) Jenkins
General
1 12 (30.77%) Social Skills
2 11 (28.21%) Finance
3 9 (23.08%) Law
4 8 (20.51%) Analytical Skills
4 8 (20.51%) Marketing
5 4 (10.26%) Pharmaceutical
6 2 (5.13%) Front Office
7 1 (2.56%) Documentation Skills
7 1 (2.56%) Games
Job Titles
1 12 (30.77%) Data Engineer
2 6 (15.38%) Data Scientist
2 6 (15.38%) Java Engineer
2 6 (15.38%) Java Software Engineer
2 6 (15.38%) Software Engineer
3 4 (10.26%) Biologist
3 4 (10.26%) Computational Biologist
3 4 (10.26%) DevOps Engineer
3 4 (10.26%) Site Engineer
3 4 (10.26%) Site Reliability Engineer
4 3 (7.69%) Developer
5 2 (5.13%) Android Developer
6 1 (2.56%) Designer
6 1 (2.56%) Python Engineer
6 1 (2.56%) React Developer
6 1 (2.56%) Senior Data Scientist
6 1 (2.56%) Senior Developer
6 1 (2.56%) Senior React Developer
6 1 (2.56%) UX Designer
6 1 (2.56%) Verification Engineer
Libraries, Frameworks & Software Standards
1 8 (20.51%) YAML
2 4 (10.26%) .NET
3 3 (7.69%) PySpark
3 3 (7.69%) RESTful
4 2 (5.13%) Android SDK
4 2 (5.13%) CSS
4 2 (5.13%) HTML
5 1 (2.56%) Celery
5 1 (2.56%) Kafka
5 1 (2.56%) NumPy
5 1 (2.56%) OpenFin
5 1 (2.56%) Pandas
5 1 (2.56%) RabbitMQ
5 1 (2.56%) React
5 1 (2.56%) Retrofit
5 1 (2.56%) SciPy
5 1 (2.56%) Vue.js
5 1 (2.56%) Web Services
Miscellaneous
1 20 (51.28%) Data Structures
2 4 (10.26%) Self-Motivation
2 4 (10.26%) User Experience
2 4 (10.26%) Virtual Team
3 2 (5.13%) Data Protection Act
3 2 (5.13%) Mobile App
4 1 (2.56%) Fixed Income
4 1 (2.56%) Foreign Exchange (FX)
4 1 (2.56%) Renewable Energy
4 1 (2.56%) Smart Home
Operating Systems
1 3 (7.69%) Android
2 1 (2.56%) Apple iOS
Processes & Methodologies
1 19 (48.72%) Software Engineering
2 15 (38.46%) DevOps
3 12 (30.77%) Data Science
4 11 (28.21%) Machine Learning
5 10 (25.64%) Artificial Intelligence
5 10 (25.64%) Data Transformation
6 9 (23.08%) Business Intelligence
6 9 (23.08%) Data Migration
6 9 (23.08%) Data Modelling
6 9 (23.08%) Migration
6 9 (23.08%) Proactive Monitoring
6 9 (23.08%) System Testing
7 8 (20.51%) Asset Management
7 8 (20.51%) Business Analysis
7 8 (20.51%) CRM
7 8 (20.51%) Data Architecture
7 8 (20.51%) Data Management
7 8 (20.51%) Data Security
7 8 (20.51%) Data Strategy
7 8 (20.51%) ERP
Programming Languages
1 30 (76.92%) SQL
2 16 (41.03%) Java
3 15 (38.46%) Python
4 12 (30.77%) PowerShell
5 6 (15.38%) JavaScript
6 4 (10.26%) Bash Shell
6 4 (10.26%) Go
7 3 (7.69%) Scala
8 2 (5.13%) Kotlin
9 1 (2.56%) C++
9 1 (2.56%) R
9 1 (2.56%) TypeScript
Qualifications
1 7 (17.95%) Degree
1 7 (17.95%) PhD
2 1 (2.56%) Computer Science Degree
System Software
1 5 (12.82%) Docker
Systems Management
1 5 (12.82%) Kubernetes
2 4 (10.26%) Grafana
2 4 (10.26%) Terraform
Vendors
1 9 (23.08%) Microsoft
2 6 (15.38%) Google
3 3 (7.69%) Informatica
4 1 (2.56%) Adobe
4 1 (2.56%) Databricks
4 1 (2.56%) StreamSets