Period
to 24 July 2019

The table below looks at the prevalence of the term Algorithms in permanent job vacancies advertised in Reading. Included is a benchmarking guide to the salaries offered in vacancies that have cited Algorithms over the 6 months to 24 July 2019 with a comparison to the same period over the previous 2 years.

Algorithms
Berkshire > Reading
6 months to
24 Jul 2019
Same period 2018 Same period 2017
Rank 122 129 131
Rank change year-on-year +7 +2 +44
Permanent jobs citing Algorithms 39 12 24
As % of all permanent IT jobs advertised in Reading 1.61% 0.51% 0.97%
As % of the Miscellaneous category 4.49% 1.54% 2.72%
Number of salaries quoted 33 12 8
Reading median annual salary £60,000 £30,000 £45,000
Median salary % change year-on-year +100.00% -33.33% +12.50%
10th Percentile £37,000 £26,250 £32,500
90th Percentile £80,000 £67,500 £59,250
Berkshire median annual salary £60,000 £52,500 £45,000
% change year-on-year +14.29% +16.67% +12.50%

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 Reading with a requirement for generic IT skills.

All Generic IT Skills
Reading
Permanent vacancies with a requirement for generic IT skills 869 781 881
As % of all permanent IT jobs advertised in Reading 35.81% 32.93% 35.77%
Number of salaries quoted 701 659 657
Reading median annual salary £49,500 £50,000 £49,500
Median salary % change year-on-year -1.00% +1.01% -1.00%
10th Percentile £27,500 £26,250 £27,500
90th Percentile £75,000 £73,750 £70,000
Berkshire median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% -

Algorithms
Job Vacancy Trend in Reading

Job postings citing Algorithms as a percentage of all IT jobs advertised in Reading.

Job vacancy trend for Algorithms in Reading

Algorithms
Salary Trend in Reading

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Algorithms in Reading.

Salary trend for Algorithms in Reading

Algorithms
Salary Histogram in Reading

The salary distribution of IT jobs citing Algorithms in Reading over the 6 months to 24 July 2019.

Salary histogram for Algorithms in Reading

For the 6 months to 24 July 2019, 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 Reading region with a requirement for Algorithms.

1 29 (74.36%) Agile Software Development
2 25 (64.10%) Software Engineering
2 25 (64.10%) Git (software)
2 25 (64.10%) Python
3 24 (61.54%) C#
3 24 (61.54%) Artificial Intelligence
3 24 (61.54%) Apache Spark
3 24 (61.54%) Data Science
4 23 (58.97%) Open Source
5 22 (56.41%) RESTful
5 22 (56.41%) Hadoop
5 22 (56.41%) OAuth
5 22 (56.41%) MongoDB
5 22 (56.41%) Apache Cassandra
5 22 (56.41%) Spring
5 22 (56.41%) Cryptography
5 22 (56.41%) Java
5 22 (56.41%) SAML
5 22 (56.41%) Blockchain
5 22 (56.41%) Spring Cloud
5 22 (56.41%) Hyperledger
5 22 (56.41%) Private Cloud
5 22 (56.41%) Public Cloud
5 22 (56.41%) API Development
5 22 (56.41%) Swagger
5 22 (56.41%) Microservices
5 22 (56.41%) Akka
5 22 (56.41%) Docker
5 22 (56.41%) Bitbucket
6 20 (51.28%) Pandas

Algorithms
Co-occurring IT Skills in Reading 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 24 (61.54%) Apache Spark
2 22 (56.41%) Hyperledger
3 3 (7.69%) Confluence
3 3 (7.69%) Elasticsearch
4 2 (5.13%) Apache
Applications
1 1 (2.56%) Microsoft Excel
1 1 (2.56%) Microsoft PowerPoint
1 1 (2.56%) MS Visio
Business Applications
1 4 (10.26%) Cisco SocialMiner
Cloud Services
1 3 (7.69%) Microsoft Azure
2 2 (5.13%) npm
2 2 (5.13%) Power Platform
2 2 (5.13%) SaaS
2 2 (5.13%) Yarn
3 1 (2.56%) Office 365
Communications & Networking
1 4 (10.26%) BGP
1 4 (10.26%) Cisco ICM
1 4 (10.26%) Cisco Nexus
1 4 (10.26%) DHCP
1 4 (10.26%) DMVPN
1 4 (10.26%) DNS
1 4 (10.26%) DSLAM
1 4 (10.26%) EIGRP
1 4 (10.26%) Firewall
1 4 (10.26%) GPON
1 4 (10.26%) LAN
1 4 (10.26%) MPLS
1 4 (10.26%) MRTG
1 4 (10.26%) Network Security
1 4 (10.26%) OSPF
1 4 (10.26%) SSH
1 4 (10.26%) VPN
1 4 (10.26%) VRRP
1 4 (10.26%) WAN
1 4 (10.26%) Wireless
Database & Business Intelligence
1 22 (56.41%) Apache Cassandra
1 22 (56.41%) Blockchain
1 22 (56.41%) Hadoop
1 22 (56.41%) MongoDB
2 4 (10.26%) MySQL
3 3 (7.69%) Big Data
3 3 (7.69%) Data Mining
3 3 (7.69%) NoSQL
4 2 (5.13%) HBase
4 2 (5.13%) Power BI
4 2 (5.13%) Spotfire
Development Applications
1 25 (64.10%) Git (software)
2 22 (56.41%) Bitbucket
3 4 (10.26%) VSS/SourceSafe
4 3 (7.69%) JIRA
5 2 (5.13%) Grunt
5 2 (5.13%) gulp
5 2 (5.13%) Jenkins
General
1 6 (15.38%) Marketing
2 3 (7.69%) Electronics
2 3 (7.69%) Finance
2 3 (7.69%) Manufacturing
2 3 (7.69%) Telecoms
3 2 (5.13%) Games
Job Titles
1 18 (46.15%) Software Engineer
2 8 (20.51%) Senior Software Engineer
3 7 (17.95%) Developer
3 7 (17.95%) Lead Software Engineer
4 4 (10.26%) Analyst
4 4 (10.26%) Architect
4 4 (10.26%) Network Engineer
4 4 (10.26%) Network Security Engineer
4 4 (10.26%) Security Engineer
4 4 (10.26%) Senior Architect
4 4 (10.26%) Senior Software Architect
4 4 (10.26%) Software Architect
5 2 (5.13%) Big Data Software Engineer
5 2 (5.13%) C# Developer
5 2 (5.13%) Data Analyst
5 2 (5.13%) JavaScript Developer
5 2 (5.13%) Lead Developer
5 2 (5.13%) Marketing Analyst
5 2 (5.13%) Performance Analyst
5 2 (5.13%) Senior Developer
Libraries, Frameworks & Software Standards
1 22 (56.41%) Akka
1 22 (56.41%) OAuth
1 22 (56.41%) RESTful
1 22 (56.41%) SAML
1 22 (56.41%) Spring
1 22 (56.41%) Spring Cloud
1 22 (56.41%) Swagger
2 20 (51.28%) Pandas
2 20 (51.28%) scikit-learn
3 3 (7.69%) Node.js
4 2 (5.13%) .NET
4 2 (5.13%) CSS
4 2 (5.13%) DOM
4 2 (5.13%) React
4 2 (5.13%) Svelte
4 2 (5.13%) TensorFlow
4 2 (5.13%) Vue.js
5 1 (2.56%) STL
5 1 (2.56%) Web Services
5 1 (2.56%) WebGL
Miscellaneous
1 22 (56.41%) Private Cloud
1 22 (56.41%) Public Cloud
2 4 (10.26%) Data Centre
2 4 (10.26%) IVR
3 3 (7.69%) Analytical Skills
3 3 (7.69%) Social Media
3 3 (7.69%) User Experience
4 1 (2.56%) Client/Server
4 1 (2.56%) Data Structures
Operating Systems
1 4 (10.26%) CentOS
1 4 (10.26%) Unix
2 3 (7.69%) Linux
3 1 (2.56%) Windows
Processes & Methodologies
1 29 (74.36%) Agile Software Development
2 25 (64.10%) Software Engineering
3 24 (61.54%) Artificial Intelligence
3 24 (61.54%) Data Science
4 23 (58.97%) Open Source
5 22 (56.41%) API Development
5 22 (56.41%) Cryptography
5 22 (56.41%) Microservices
6 7 (17.95%) Machine Learning
7 6 (15.38%) Digital Marketing
8 5 (12.82%) Business Intelligence
8 5 (12.82%) Problem-Solving
8 5 (12.82%) Test Automation
9 4 (10.26%) Analytics
9 4 (10.26%) Cisco ICM Scripting
9 4 (10.26%) Data Analytics
9 4 (10.26%) ITIL
9 4 (10.26%) Kalman Filter
9 4 (10.26%) Scrum
10 3 (7.69%) Funnel Analysis
Programming Languages
1 25 (64.10%) Python
2 24 (61.54%) C#
3 22 (56.41%) Java
4 19 (48.72%) Scala
5 2 (5.13%) C++
5 2 (5.13%) ES6
5 2 (5.13%) JavaScript
5 2 (5.13%) R
5 2 (5.13%) SQL
5 2 (5.13%) TypeScript
6 1 (2.56%) PHP
6 1 (2.56%) VB
Qualifications
1 19 (48.72%) Security Cleared
2 8 (20.51%) SC Cleared
3 7 (17.95%) Degree
Quality Assurance & Compliance
1 1 (2.56%) SLA
System Software
1 22 (56.41%) Docker
2 4 (10.26%) iptables
2 4 (10.26%) VMware ESXi
2 4 (10.26%) VMware Infrastructure
Systems Management
1 4 (10.26%) Cisco CUCM
1 4 (10.26%) Cisco UCCE
1 4 (10.26%) Cisco UCCX
1 4 (10.26%) vCenter Server
1 4 (10.26%) vMotion
Vendors
1 4 (10.26%) Cisco
1 4 (10.26%) F5
1 4 (10.26%) Palo Alto
1 4 (10.26%) ServiceNow
1 4 (10.26%) VMware
2 3 (7.69%) SAP
3 2 (5.13%) Tableau