Period
to 19 January 2019

The following table provides summary statistics for permanent job vacancies advertised in Berkshire with a requirement for SQLAlchemy skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited SQLAlchemy over the 6 months to 19 January 2019 with a comparison to the same period in the previous 2 years.

SQLAlchemy
South East > Berkshire
6 months to
19 Jan 2019
Same period 2018 Same period 2017
Rank 237 252 -
Rank change year-on-year +15 - -
Permanent jobs citing SQLAlchemy 15 8 0
As % of all permanent IT jobs advertised in Berkshire 0.26% 0.12% -
As % of the Libraries, Frameworks & Software Standards category 0.72% 0.34% -
Number of salaries quoted 12 8 0
Berkshire median annual salary £55,000 £57,500 -
Median salary % change year-on-year -4.35% - -
South East median annual salary £50,000 £57,500 £54,000
% change year-on-year -13.04% +6.48% -

SQLAlchemy is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Berkshire with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Berkshire
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 2,075 2,364 2,552
As % of all permanent IT jobs advertised in Berkshire 36.65% 36.12% 32.51%
Number of salaries quoted 1,804 2,048 2,156
Berkshire median annual salary £52,500 £47,500 £47,500
Median salary % change year-on-year +10.53% - -5.00%
10th Percentile £31,250 £31,000 £31,250
90th Percentile £73,375 £71,000 £68,250
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +2.27%

SQLAlchemy
Job Vacancy Trend in Berkshire

Job postings citing SQLAlchemy as a percentage of all IT jobs advertised in Berkshire.

Job vacancy trend for SQLAlchemy in Berkshire

SQLAlchemy
Salary Trend in Berkshire

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

Salary trend for SQLAlchemy in Berkshire

SQLAlchemy
Salary Histogram in Berkshire

The salary distribution of IT jobs citing SQLAlchemy in Berkshire over the 6 months to 19 January 2019.

Salary histogram for SQLAlchemy in Berkshire

SQLAlchemy
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SQLAlchemy within the Berkshire region over the 6 months to 19 January 2019. 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
Reading +26 13 £60,000 +4.35%
Maidenhead - 2 £43,750 - 1
SQLAlchemy
South East

For the 6 months to 19 January 2019, IT jobs citing SQLAlchemy 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 Berkshire region with a requirement for SQLAlchemy.

1 13 (86.67%) Linux
1 13 (86.67%) Python
1 13 (86.67%) Ubuntu
1 13 (86.67%) Twisted
1 13 (86.67%) Celery
2 12 (80.00%) Docker
3 11 (73.33%) Redis
3 11 (73.33%) PostgreSQL
4 10 (66.67%) nginx
5 9 (60.00%) wxWidgets
6 8 (53.33%) Ruby on Rails
6 8 (53.33%) Ruby
6 8 (53.33%) C#
6 8 (53.33%) Ansible
7 6 (40.00%) Git (software)
7 6 (40.00%) vSphere
7 6 (40.00%) C
8 5 (33.33%) Agile Software Development
8 5 (33.33%) WiX
8 5 (33.33%) Jenkins
8 5 (33.33%) Cybersecurity
8 5 (33.33%) HAProxy
9 4 (26.67%) Task Automation
10 3 (20.00%) Software Engineering
11 2 (13.33%) High Availability
11 2 (13.33%) Root Cause Analysis
11 2 (13.33%) SQL Server 2008
11 2 (13.33%) Amazon AWS
11 2 (13.33%) SQL Server
11 2 (13.33%) Migration

SQLAlchemy
Co-occurring IT Skills in Berkshire 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 10 (66.67%) nginx
Cloud Services
1 2 (13.33%) Amazon AWS
Database & Business Intelligence
1 11 (73.33%) PostgreSQL
1 11 (73.33%) Redis
2 2 (13.33%) Amazon Aurora
2 2 (13.33%) Amazon DynamoDB
2 2 (13.33%) SQL Server
2 2 (13.33%) SQL Server 2008
2 2 (13.33%) SQL Server 2012
Development Applications
1 6 (40.00%) Git (software)
2 5 (33.33%) Jenkins
2 5 (33.33%) WiX
3 2 (13.33%) Liquibase
Job Titles
1 10 (66.67%) Developer
1 10 (66.67%) Python Developer
2 5 (33.33%) Software Developer
3 4 (26.67%) Senior Developer
3 4 (26.67%) Senior Python Developer
4 3 (20.00%) Software Engineer
5 2 (13.33%) DBA
5 2 (13.33%) SQL DBA
6 1 (6.67%) Senior Software Engineer
6 1 (6.67%) SQL Server DBA
Libraries, Frameworks & Software Standards
1 13 (86.67%) Celery
1 13 (86.67%) Twisted
2 9 (60.00%) wxWidgets
3 8 (53.33%) Ruby on Rails
4 2 (13.33%) RabbitMQ
Miscellaneous
1 2 (13.33%) Replication
Operating Systems
1 13 (86.67%) Linux
1 13 (86.67%) Ubuntu
Processes & Methodologies
1 5 (33.33%) Agile Software Development
1 5 (33.33%) Cybersecurity
2 4 (26.67%) Task Automation
3 3 (20.00%) Software Engineering
4 2 (13.33%) Active Record
4 2 (13.33%) High Availability
4 2 (13.33%) Migration
4 2 (13.33%) Performance Tuning
4 2 (13.33%) Root Cause Analysis
Programming Languages
1 13 (86.67%) Python
2 8 (53.33%) C#
2 8 (53.33%) Ruby
3 6 (40.00%) C
4 1 (6.67%) SQL
System Software
1 12 (80.00%) Docker
2 6 (40.00%) vSphere
Systems Management
1 8 (53.33%) Ansible
2 5 (33.33%) HAProxy
3 2 (13.33%) Packer
3 2 (13.33%) Terraform