Period
to

The table below looks at the prevalence of the term Algorithms in permanent job vacancies advertised in the North East. Included is a benchmarking guide to the salaries offered in vacancies that have cited Algorithms over the 6 months to 2 July 2022 with a comparison to the same period over the previous 2 years.

Algorithms
England > North East
6 months to
2 Jul 2022
Same period 2021 Same period 2020
Rank 108 - 73
Rank change year-on-year - - +18
Permanent jobs citing Algorithms 10 0 13
As % of all permanent jobs advertised in the North East 0.60% - 1.42%
As % of the Miscellaneous category 1.49% - 4.06%
Number of salaries quoted 7 0 7
10th Percentile £47,000 - -
25th Percentile £51,250 - £37,500
Median annual salary (50th Percentile) £72,500 - £45,000
Median % change year-on-year - - -10.00%
75th Percentile £85,000 - £59,375
90th Percentile £91,000 - £68,000
England median annual salary £75,000 £68,000 £65,000
% change year-on-year +10.29% +4.62% +4.00%

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

All Generic Skills
North East
Permanent vacancies with a requirement for generic IT skills 673 414 320
As % of all permanent IT jobs advertised in the North East 40.32% 35.72% 35.01%
Number of salaries quoted 440 254 243
10th Percentile £22,500 £27,650 £26,500
25th Percentile £31,250 £33,125 £33,500
Median annual salary (50th Percentile) £45,000 £45,000 £42,500
Median % change year-on-year - +5.88% -
75th Percentile £60,000 £57,313 £50,250
90th Percentile £75,000 £67,500 £57,500
England median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% +4.55%

Algorithms
Job Vacancy Trend in the North East

Job postings citing Algorithms as a proportion of all IT jobs advertised in the North East.

Job vacancy trend for Algorithms in the North East

Algorithms
Salary Trend in the North East

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

Salary trend for Algorithms in the North East

Algorithms
Salary Histogram in the North East

Salary distribution for jobs citing Algorithms in the North East over the 6 months to 2 July 2022.

Salary histogram for Algorithms in the North East

Algorithms
Job Locations in the North East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Algorithms within the North East region over the 6 months to 2 July 2022. 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
Tyne and Wear - 8 £85,000 -
Algorithms
England

For the 6 months to 2 July 2022, 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 North East region with a requirement for Algorithms.

1 7 (70.00%) Python
2 6 (60.00%) Computer Science
2 6 (60.00%) Data Structures
3 5 (50.00%) Machine Learning
3 5 (50.00%) Data Science
3 5 (50.00%) AWS
3 5 (50.00%) C++
3 5 (50.00%) Software Engineering
3 5 (50.00%) Degree
4 4 (40.00%) Mathematics
4 4 (40.00%) SQL
4 4 (40.00%) Open Source
4 4 (40.00%) Azure
4 4 (40.00%) DevOps
4 4 (40.00%) Complexity Analysis
5 3 (30.00%) Databricks
5 3 (30.00%) Analytical Skills
5 3 (30.00%) Docker
5 3 (30.00%) Computer Science Degree
5 3 (30.00%) Apache Spark
5 3 (30.00%) Test Automation
5 3 (30.00%) Scala
5 3 (30.00%) R
5 3 (30.00%) Java
5 3 (30.00%) OO
5 3 (30.00%) Business Intelligence
5 3 (30.00%) Agile
5 3 (30.00%) TDD
5 3 (30.00%) Statistics
6 2 (20.00%) Physics

Algorithms
Co-occurring IT Skills in the North East 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 3 (30.00%) Apache Spark
2 2 (20.00%) Apache
Cloud Services
1 5 (50.00%) AWS
2 4 (40.00%) Azure
3 2 (20.00%) Amazon Kinesis
3 2 (20.00%) Azure Cosmos DB
3 2 (20.00%) Azure Data Factory
3 2 (20.00%) Azure DevOps
3 2 (20.00%) Azure Service Bus
3 2 (20.00%) Azure Synapse Analytics
3 2 (20.00%) Power Platform
4 1 (10.00%) Amazon S3
4 1 (10.00%) Amazon SageMaker
Database & Business Intelligence
1 2 (20.00%) Amazon RDS
1 2 (20.00%) Apache Hive
1 2 (20.00%) Azure SQL Data Warehouse
1 2 (20.00%) Data Lake
1 2 (20.00%) Data Warehouse
1 2 (20.00%) Hadoop
1 2 (20.00%) KNIME
1 2 (20.00%) Metadata
1 2 (20.00%) NoSQL
1 2 (20.00%) Power BI
1 2 (20.00%) Presto
1 2 (20.00%) Relational Database
1 2 (20.00%) Semantic Layer
1 2 (20.00%) Tableau
2 1 (10.00%) Amazon Redshift
2 1 (10.00%) Data Mining
2 1 (10.00%) Redis
Development Applications
1 2 (20.00%) Git (software)
1 2 (20.00%) Jenkins
General
1 3 (30.00%) Analytical Skills
2 2 (20.00%) Finance
2 2 (20.00%) Legal
2 2 (20.00%) Social Skills
3 1 (10.00%) Games
3 1 (10.00%) Manufacturing
3 1 (10.00%) Marketing
Job Titles
1 4 (40.00%) Software Engineer
2 3 (30.00%) Data Engineer
3 2 (20.00%) Data Scientist
4 1 (10.00%) Algorithm Engineer
4 1 (10.00%) C++ Software Engineer
4 1 (10.00%) Lead Software Engineer
4 1 (10.00%) Python Engineer
4 1 (10.00%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 2 (20.00%) AngularJS
1 2 (20.00%) Apache Beam
1 2 (20.00%) Apache NiFi
1 2 (20.00%) JMS
1 2 (20.00%) Kafka
1 2 (20.00%) Node.js
1 2 (20.00%) Samza
1 2 (20.00%) Spark Streaming
1 2 (20.00%) Velocity
2 1 (10.00%) PyTorch
2 1 (10.00%) RabbitMQ
2 1 (10.00%) scikit-learn
2 1 (10.00%) TensorFlow
Miscellaneous
1 6 (60.00%) Data Structures
2 2 (20.00%) Robotics
2 2 (20.00%) Self-Motivation
2 2 (20.00%) User Experience
Processes & Methodologies
1 6 (60.00%) Computer Science
2 5 (50.00%) Data Science
2 5 (50.00%) Machine Learning
2 5 (50.00%) Software Engineering
3 4 (40.00%) Complexity Analysis
3 4 (40.00%) DevOps
3 4 (40.00%) Mathematics
3 4 (40.00%) Open Source
4 3 (30.00%) Agile
4 3 (30.00%) Business Intelligence
4 3 (30.00%) OO
4 3 (30.00%) Statistics
4 3 (30.00%) TDD
4 3 (30.00%) Test Automation
5 2 (20.00%) Data Governance
5 2 (20.00%) Data Management
5 2 (20.00%) Data Modelling
5 2 (20.00%) Physics
5 2 (20.00%) Predictive Modelling
5 2 (20.00%) Risk Management
Programming Languages
1 7 (70.00%) Python
2 5 (50.00%) C++
3 4 (40.00%) SQL
4 3 (30.00%) Java
4 3 (30.00%) R
4 3 (30.00%) Scala
5 2 (20.00%) T-SQL
5 2 (20.00%) TypeScript
6 1 (10.00%) C#
6 1 (10.00%) Ruby
Qualifications
1 5 (50.00%) Degree
2 3 (30.00%) Computer Science Degree
3 1 (10.00%) Master's Degree
3 1 (10.00%) PhD
Quality Assurance & Compliance
1 2 (20.00%) Data Quality
System Software
1 3 (30.00%) Docker
Systems Management
1 2 (20.00%) Ansible
1 2 (20.00%) Kubernetes
1 2 (20.00%) Puppet
Vendors
1 3 (30.00%) Databricks
2 2 (20.00%) Alteryx
2 2 (20.00%) MuleSoft
3 1 (10.00%) Sage