The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for SQLAlchemy skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited SQLAlchemy over the 3 months to 29 June 2017 with a comparison to the same period in the previous 2 years.

SQLAlchemy
UK > England
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 845 906 946
Rank change year-on-year +61 +40  
Permanent jobs citing SQLAlchemy 28 22 3
As % of all permanent IT jobs advertised in England 0.034% 0.024% 0.003%
As % of the Libraries, Frameworks & Software Standards category 0.082% 0.061% 0.007%
Number of salaries quoted 25 22 3
England median annual salary £55,000 £52,500 £75,000
Median salary % change year-on-year +4.76% -30.00%  
10th Percentile £37,500 £39,250 £64,500
90th Percentile £70,250 £61,250 £87,500
UK median annual salary £55,000 £52,500 £75,000
% change year-on-year +4.76% -30.00%  

SQLAlchemy is in the industry standards, technical specifications and software library and framework skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
England
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 34077 36133 40044
As % of all permanent IT job vacancies advertised in England 40.79% 39.23% 38.43%
Number of salaries quoted 131923 141558 156188
England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.55% -  
10th Percentile £30,000 £29,000 £27,500
90th Percentile £75,000 £68,750 £72,500
UK median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.55% -  

SQLAlchemy
Job Vacancy Trend in England

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

Job vacancy trend for SQLAlchemy in England

SQLAlchemy
Salary Trend in England

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

Salary trend for SQLAlchemy in England

SQLAlchemy
Salary Histogram in England

The salary distribution of IT jobs citing SQLAlchemy in England over the 3 months to 29 June 2017.

Salary histogram for SQLAlchemy in England

SQLAlchemy
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SQLAlchemy within the England region over the 3 months to 29 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +20 15 £60,000 +14.28% 3
South West - 6 £40,000 -
East of England - 5 £67,500 -
North of England - 1 £35,000 -
North East - 1 £35,000 -
South East - 1 - - 1
SQLAlchemy
UK

For the 6 months to 29 June 2017, IT jobs citing SQLAlchemy also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for SQLAlchemy.

1 42 (100.00%) Python
2 32 (76.19%) Django
3 31 (73.81%) Flask
4 25 (59.52%) AngularJS
5 24 (57.14%) Software Engineering
5 24 (57.14%) Linux
6 22 (52.38%) REST
6 22 (52.38%) NoSQL
6 22 (52.38%) JavaScript
7 21 (50.00%) Git (software)
7 21 (50.00%) Amazon AWS
8 20 (47.62%) HTML5
8 20 (47.62%) CSS
8 20 (47.62%) HTML
9 19 (45.24%) TDD
10 17 (40.48%) Subversion
10 17 (40.48%) SQL
11 16 (38.10%) CSS3
12 13 (30.95%) Twisted
12 13 (30.95%) PyGTK
12 13 (30.95%) Mobile App
12 13 (30.95%) HTTP
12 13 (30.95%) Ubuntu
13 12 (28.57%) Degree
13 12 (28.57%) Docker
14 11 (26.19%) Agile Software Development
14 11 (26.19%) nginx
15 9 (21.43%) Computer Science
15 9 (21.43%) PostgreSQL
15 9 (21.43%) Celery

SQLAlchemy
Co-occurring IT Skills in England 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 11 (26.19%) nginx
2 5 (11.90%) Elasticsearch
3 4 (9.52%) uWSGI
4 2 (4.76%) Apache Airflow
4 2 (4.76%) Apache Spark
4 2 (4.76%) Gunicorn
4 2 (4.76%) Luigi
4 2 (4.76%) Tornado
Cloud Services
1 21 (50.00%) Amazon AWS
2 5 (11.90%) SaaS
3 4 (9.52%) Microsoft Azure
4 2 (4.76%) AWS Lambda
4 2 (4.76%) Google Cloud Platform
5 1 (2.38%) GitHub
5 1 (2.38%) Heroku
Communications & Networking
1 13 (30.95%) HTTP
Database & Business Intelligence
1 22 (52.38%) NoSQL
2 9 (21.43%) PostgreSQL
3 8 (19.05%) MySQL
4 6 (14.29%) MongoDB
5 5 (11.90%) Amazon DynamoDB
6 4 (9.52%) Apache Cassandra
7 3 (7.14%) Big Data
8 2 (4.76%) GIS
8 2 (4.76%) Hadoop
8 2 (4.76%) Neo4j
8 2 (4.76%) Triplestore
Development Applications
1 21 (50.00%) Git (software)
2 17 (40.48%) Subversion
3 6 (14.29%) Jenkins
4 2 (4.76%) Ant
4 2 (4.76%) Hudson
4 2 (4.76%) Maven
4 2 (4.76%) Vagrant
5 1 (2.38%) GitLab
5 1 (2.38%) Team Foundation Server
General
1 6 (14.29%) Finance
2 4 (9.52%) Automotive
3 1 (2.38%) Banking
3 1 (2.38%) Financial Institution
3 1 (2.38%) Telecoms
Job Titles
1 32 (76.19%) Developer
2 31 (73.81%) Python Developer
3 23 (54.76%) Django Developer
4 22 (52.38%) Python/Django Developer
5 9 (21.43%) Senior Developer
5 9 (21.43%) Senior Python Developer
6 8 (19.05%) Full Stack Developer
7 5 (11.90%) Junior
7 5 (11.90%) Junior Developer
7 5 (11.90%) Junior Python Developer
8 4 (9.52%) Web Engineer
9 3 (7.14%) HTML CSS Developer
9 3 (7.14%) HTML Developer
9 3 (7.14%) Software Engineer
10 2 (4.76%) Angular Developer
10 2 (4.76%) DevOps Engineer
10 2 (4.76%) JavaScript Developer
10 2 (4.76%) Python Software Engineer
10 2 (4.76%) Software Developer
11 1 (2.38%) Web Developer
Libraries, Frameworks & Software Standards
1 32 (76.19%) Django
2 31 (73.81%) Flask
3 25 (59.52%) AngularJS
4 22 (52.38%) REST
5 20 (47.62%) CSS
5 20 (47.62%) HTML
5 20 (47.62%) HTML5
6 16 (38.10%) CSS3
7 13 (30.95%) PyGTK
7 13 (30.95%) Twisted
8 9 (21.43%) Celery
8 9 (21.43%) React
9 8 (19.05%) Pyramid
9 8 (19.05%) RabbitMQ
10 7 (16.67%) Ember.js
11 6 (14.29%) JSON
11 6 (14.29%) LEMP Stack
11 6 (14.29%) XML
12 5 (11.90%) NumPy
12 5 (11.90%) Web Services
Miscellaneous
1 13 (30.95%) Mobile App
2 9 (21.43%) Computer Science
3 4 (9.52%) Algorithms
3 4 (9.52%) Linux Command Line
4 2 (4.76%) Linked Data
4 2 (4.76%) Semantic Web
5 1 (2.38%) Client/Server
5 1 (2.38%) Data Structures
5 1 (2.38%) Mobile Banking
Operating Systems
1 24 (57.14%) Linux
2 13 (30.95%) Ubuntu
Processes & Methodologies
1 24 (57.14%) Software Engineering
2 19 (45.24%) TDD
3 11 (26.19%) Agile Software Development
4 7 (16.67%) Continuous Integration
4 7 (16.67%) Web Development
5 5 (11.90%) Continuous Deployment
5 5 (11.90%) ETL
5 5 (11.90%) Front End Development
5 5 (11.90%) Machine Learning
6 4 (9.52%) Active Record
6 4 (9.52%) BDD
6 4 (9.52%) DevOps
6 4 (9.52%) Microservices
6 4 (9.52%) OO
6 4 (9.52%) OO PHP
7 3 (7.14%) Analytics
7 3 (7.14%) Scrum
7 3 (7.14%) Use Case
7 3 (7.14%) Web Design
8 2 (4.76%) Data Transformation
Programming Languages
1 42 (100.00%) Python
2 22 (52.38%) JavaScript
3 17 (40.48%) SQL
4 4 (9.52%) PHP
4 4 (9.52%) Ruby
5 2 (4.76%) Go
5 2 (4.76%) R
5 2 (4.76%) SPARQL
Qualifications
1 12 (28.57%) Degree
2 9 (21.43%) Computer Science Degree
System Software
1 12 (28.57%) Docker
Systems Management
1 7 (16.67%) Ansible
2 3 (7.14%) Kubernetes
3 1 (2.38%) Docker Swarm
3 1 (2.38%) Kibana
3 1 (2.38%) logstash
Vendors
1 4 (9.52%) Google
2 3 (7.14%) Salesforce.com
2 3 (7.14%) Tableau
London
OHO Group Ltd.
Salary: £50000 - £75000 per annum
Posted: 16 days ago
London
Client Server
Salary: £70000 - £80000 per annum + benefits
Posted: 9 days ago
London
Client Server
Salary: £70000 - £80000 per annum + benefits
Posted: 23 days ago