Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 16 October 2021

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for PostgreSQL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited PostgreSQL over the 6 months to 16 October 2021 with a comparison to the same period in the previous 2 years.

PostgreSQL (Postgres)
England > Yorkshire
6 months to
16 Oct 2021		 Same period 2020 Same period 2019
Rank 126 101 187
Rank change year-on-year -25 +86 +17
Permanent jobs citing PostgreSQL 146 57 117
As % of all permanent jobs advertised in Yorkshire 2.20% 2.13% 1.66%
As % of the Database & Business Intelligence category 8.48% 7.74% 6.82%
Number of salaries quoted 144 56 105
10th Percentile £33,500 £38,750 £26,250
25th Percentile £45,313 £44,688 £36,750
Median annual salary (50th Percentile) £55,000 £52,500 £45,000
Median % change year-on-year +4.76% +16.67% +5.88%
75th Percentile £65,000 £65,000 £57,750
90th Percentile " " £64,000
England median annual salary £65,000 £65,000 £60,000
% change year-on-year - +8.33% -

PostgreSQL is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 1,721 736 1,715
As % of all permanent IT jobs advertised in Yorkshire 25.89% 27.44% 24.32%
Number of salaries quoted 1,351 665 1,502
10th Percentile £30,750 £32,000 £29,000
25th Percentile £37,500 £37,500 £33,848
Median annual salary (50th Percentile) £47,500 £45,000 £45,000
Median % change year-on-year +5.56% - +5.88%
75th Percentile £60,000 £57,500 £53,750
90th Percentile £70,000 £65,000 £61,250
England median annual salary £58,500 £55,000 £52,500
% change year-on-year +6.36% +4.76% +5.00%

PostgreSQL
Job Vacancy Trend in Yorkshire

Job postings citing PostgreSQL as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for PostgreSQL in Yorkshire

PostgreSQL
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing PostgreSQL in Yorkshire.

Salary trend for PostgreSQL in Yorkshire

PostgreSQL
Salary Histogram in Yorkshire

Salary distribution for jobs citing PostgreSQL in Yorkshire over the 6 months to 16 October 2021.

Salary histogram for PostgreSQL in Yorkshire

PostgreSQL
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing PostgreSQL within the Yorkshire region over the 6 months to 16 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
West Yorkshire -29 102 £55,000 +4.76% 9
South Yorkshire -22 32 £60,000 - 4
North Yorkshire +2 12 £37,500 -6.25% 6
PostgreSQL
England

For the 6 months to 16 October 2021, IT jobs citing PostgreSQL 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 Yorkshire region with a requirement for PostgreSQL.

1 123 (84.25%) SQL
2 97 (66.44%) Python
3 86 (58.90%) Agile Software Development
4 84 (57.53%) C#
5 74 (50.68%) Ansible
6 70 (47.95%) Java
7 68 (46.58%) Jenkins
8 67 (45.89%) Redis
9 60 (41.10%) Azure
10 58 (39.73%) DevOps
10 58 (39.73%) MySQL
11 55 (37.67%) Bash Shell
12 48 (32.88%) Continuous Integration
12 48 (32.88%) Configuration Management
12 48 (32.88%) Ruby
13 47 (32.19%) Git (software)
13 47 (32.19%) Puppet
13 47 (32.19%) Kubernetes
14 46 (31.51%) SaltStack
14 46 (31.51%) Opscode Chef
15 44 (30.14%) Terraform
15 44 (30.14%) Problem-Solving
16 43 (29.45%) NoSQL
17 40 (27.40%) PowerShell
17 40 (27.40%) JavaScript
18 38 (26.03%) Docker
18 38 (26.03%) Linux Command Line
19 37 (25.34%) TypeScript
19 37 (25.34%) MongoDB
20 36 (24.66%) Analytics

PostgreSQL
Co-occurring IT Skills in Yorkshire 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 34 (23.29%) nginx
2 33 (22.60%) Elasticsearch
3 6 (4.11%) Tomcat
4 5 (3.42%) Apache Airflow
4 5 (3.42%) Apache Spark
4 5 (3.42%) Luigi
5 2 (1.37%) SharePoint
6 1 (0.68%) Apache
6 1 (0.68%) Cloud Foundry
6 1 (0.68%) CloudStack
6 1 (0.68%) Confluence
6 1 (0.68%) Jetty
Applications
1 2 (1.37%) Microsoft Excel
Cloud Services
1 60 (41.10%) Azure
2 34 (23.29%) Azure Cosmos DB
2 34 (23.29%) Datadog
2 34 (23.29%) Pulumi
3 27 (18.49%) AWS
4 9 (6.16%) Power Platform
5 7 (4.79%) Amazon EC2
6 5 (3.42%) Amazon EMR
7 3 (2.05%) Amazon EKS
7 3 (2.05%) Amazon S3
7 3 (2.05%) GCP
7 3 (2.05%) Route 53
7 3 (2.05%) SaaS
8 2 (1.37%) CloudFront
8 2 (1.37%) Snowflake
9 1 (0.68%) Amazon ElastiCache
9 1 (0.68%) Amazon Kinesis
9 1 (0.68%) Microsoft 365
9 1 (0.68%) PaaS
9 1 (0.68%) Virtual Private Cloud
Communications & Networking
1 3 (2.05%) VPN
2 1 (0.68%) DHCP
2 1 (0.68%) DNS
2 1 (0.68%) Firewall
2 1 (0.68%) IPsec
2 1 (0.68%) SSL
2 1 (0.68%) VLAN
2 1 (0.68%) Wi-Fi
Database & Business Intelligence
1 67 (45.89%) Redis
2 58 (39.73%) MySQL
3 43 (29.45%) NoSQL
4 37 (25.34%) MongoDB
5 34 (23.29%) Azure SQL Database
5 34 (23.29%) MariaDB
6 17 (11.64%) SQL Server
7 10 (6.85%) Data Warehouse
8 9 (6.16%) Power BI
9 8 (5.48%) OLAP
9 8 (5.48%) Oracle OLAP
9 8 (5.48%) Oracle Reports
9 8 (5.48%) SQL Server 2016
9 8 (5.48%) SQL Server Integration Services
9 8 (5.48%) SQL Server Reporting Services
9 8 (5.48%) SSDT
10 7 (4.79%) Amazon RDS
10 7 (4.79%) Relational Database
11 5 (3.42%) Amazon Redshift
11 5 (3.42%) Big Data
Development Applications
1 68 (46.58%) Jenkins
2 47 (32.19%) Git (software)
3 34 (23.29%) Team Foundation Server
4 32 (21.92%) Subversion
5 29 (19.86%) Mercurial
6 8 (5.48%) JIRA
6 8 (5.48%) Visual Studio
6 8 (5.48%) VSS/SourceSafe
7 7 (4.79%) Selenium
8 6 (4.11%) WebDriver
9 2 (1.37%) Maven
10 1 (0.68%) Atlassian Bamboo
10 1 (0.68%) Gradle
10 1 (0.68%) JMeter
10 1 (0.68%) LoadRunner
10 1 (0.68%) Oracle Forms
10 1 (0.68%) Postman
10 1 (0.68%) SoapUI
10 1 (0.68%) SpecFlow
General
1 14 (9.59%) Social Skills
2 12 (8.22%) Local Government
3 8 (5.48%) Analytical Skills
4 5 (3.42%) Marketing
4 5 (3.42%) Public Sector
5 2 (1.37%) Presentation Skills
5 2 (1.37%) Retail
6 1 (0.68%) Finance
6 1 (0.68%) Organisational Skills
Job Titles
1 51 (34.93%) Azure Engineer
2 48 (32.88%) DevOps Engineer
3 47 (32.19%) Azure DevOps
3 47 (32.19%) Azure DevOps Engineer
4 35 (23.97%) Software Engineer
5 33 (22.60%) Python Engineer
5 33 (22.60%) Python Software Engineer
6 30 (20.55%) Developer
7 13 (8.90%) Senior Developer
8 12 (8.22%) C# Developer
8 12 (8.22%) C# Software Developer
8 12 (8.22%) Software Developer
8 12 (8.22%) SQL Developer
9 6 (4.11%) Analyst
9 6 (4.11%) Architect
9 6 (4.11%) Azure Architect
9 6 (4.11%) Senior Test Automation Engineer
9 6 (4.11%) Senior Test Engineer
9 6 (4.11%) Test Automation Engineer
9 6 (4.11%) Test Engineer
Libraries, Frameworks & Software Standards
1 34 (23.29%) ARM Templates
1 34 (23.29%) RabbitMQ
2 16 (10.96%) .NET
3 15 (10.27%) .NET Core
4 12 (8.22%) ASP.NET
5 11 (7.53%) ASP.NET MVC
6 8 (5.48%) Kafka
6 8 (5.48%) MDX
7 6 (4.11%) Django
7 6 (4.11%) Flask
8 5 (3.42%) Spark Streaming
9 4 (2.74%) .NET Framework
9 4 (2.74%) LAMP
9 4 (2.74%) LAPP Stack
9 4 (2.74%) React
10 3 (2.05%) CSS
10 3 (2.05%) Entity Framework
10 3 (2.05%) HTML
10 3 (2.05%) jQuery
10 3 (2.05%) Node.js
Miscellaneous
1 38 (26.03%) Linux Command Line
2 14 (9.59%) Greenfield Project
3 12 (8.22%) Data Protection Act
4 5 (3.42%) Data Structures
4 5 (3.42%) Management Information System
5 3 (2.05%) NHS
6 2 (1.37%) Mobile App
7 1 (0.68%) VLE
Operating Systems
1 19 (13.01%) Windows
2 11 (7.53%) Linux
3 1 (0.68%) CentOS
3 1 (0.68%) Mac OS X
3 1 (0.68%) Unix
3 1 (0.68%) Windows Server
Processes & Methodologies
1 86 (58.90%) Agile Software Development
2 58 (39.73%) DevOps
3 48 (32.88%) Configuration Management
3 48 (32.88%) Continuous Integration
4 44 (30.14%) Problem-Solving
5 36 (24.66%) Analytics
6 35 (23.97%) Infrastructure as Code
6 35 (23.97%) Software Engineering
6 35 (23.97%) Web Application Development
7 33 (22.60%) OO
8 31 (21.23%) TDD
9 15 (10.27%) MVC
10 14 (9.59%) Business Intelligence
11 13 (8.90%) Deployment Automation
11 13 (8.90%) Scrum
12 12 (8.22%) Data Protection
12 12 (8.22%) DSDM
12 12 (8.22%) RUP
13 10 (6.85%) Data Architecture
13 10 (6.85%) Test Automation
Programming Languages
1 123 (84.25%) SQL
2 97 (66.44%) Python
3 84 (57.53%) C#
4 70 (47.95%) Java
5 55 (37.67%) Bash Shell
6 48 (32.88%) Ruby
7 40 (27.40%) JavaScript
7 40 (27.40%) PowerShell
8 37 (25.34%) TypeScript
9 35 (23.97%) PHP
10 34 (23.29%) Go
10 34 (23.29%) Groovy
11 32 (21.92%) C++
12 12 (8.22%) Shell Script
13 8 (5.48%) Data Analysis Expressions (DAX)
13 8 (5.48%) R
14 4 (2.74%) Scala
15 3 (2.05%) T-SQL
16 1 (0.68%) C
Qualifications
1 6 (4.11%) Degree
2 1 (0.68%) Computer Science Degree
2 1 (0.68%) ISTQB
2 1 (0.68%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 8 (5.48%) GDPR
2 3 (2.05%) QA
3 1 (0.68%) Accessibility
3 1 (0.68%) Data Quality
System Software
1 38 (26.03%) Docker
2 2 (1.37%) Active Directory
3 1 (0.68%) Virtual Servers
Systems Management
1 74 (50.68%) Ansible
2 47 (32.19%) Kubernetes
2 47 (32.19%) Puppet
3 46 (31.51%) Opscode Chef
4 44 (30.14%) Terraform
5 34 (23.29%) Grafana
5 34 (23.29%) Prometheus
6 12 (8.22%) Cobbler
7 1 (0.68%) HAProxy
Vendors
1 46 (31.51%) SaltStack
2 34 (23.29%) New Relic
3 17 (11.64%) Oracle
4 15 (10.27%) Microsoft
5 14 (9.59%) Google
6 9 (6.16%) Splunk
7 2 (1.37%) Vertica
8 1 (0.68%) Atlassian
8 1 (0.68%) Blackboard
8 1 (0.68%) SonicWALL