The following table provides summary statistics for permanent job vacancies 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 26 June 2017 with a comparison to the same period in the previous 2 years.

SQLAlchemy
UK
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 844 908 980
Rank change year-on-year +64 +72  
Permanent jobs citing SQLAlchemy 30 25 4
As % of all permanent IT jobs advertised in the UK 0.034% 0.026% 0.004%
As % of the Libraries, Frameworks & Software Standards category 0.082% 0.066% 0.009%
Number of salaries quoted 27 25 4
Median salary £55,000 £52,500 £70,000
Median salary % change year-on-year +4.76% -25.00%  
90% offered a salary of more than £38,000 £48,500 £61,500
10% offered a salary of more than £66,000 £55,000 £85,500
UK excluding London median salary £40,000 - -

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 with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
UK
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 36626 37769 42224
As % of all permanent IT job vacancies advertised in the UK 40.95% 38.91% 38.09%
Number of salaries quoted 30801 32829 36129
Median salary £46,000 £45,000 £45,000
Median salary % change year-on-year +2.22% -  
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £70,000 £65,000 £70,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year +6.25% -  

SQLAlchemy
Job Vacancy Trend

The job posting trend of jobs advertised citing SQLAlchemy as a proportion of all permanent or contract IT jobs with a match in the Libraries, Frameworks & Software Standards category.

Job vacancy trend for SQLAlchemy in the UK

SQLAlchemy
Salary Trend

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

Salary trend for SQLAlchemy in the UK

SQLAlchemy
Salary Histogram

The salary distribution of IT jobs citing SQLAlchemy over the 3 months to 26 June 2017.

Salary histogram for SQLAlchemy in the UK

SQLAlchemy
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SQLAlchemy within the UK over the 3 months to 26 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
England +42 29 £55,000 +4.76% 4
London +15 15 £60,000 +14.28% 3
South West - 6 £40,000 - 1
Cambridgeshire - 5 £67,500 -
Wiltshire - 5 £40,000 -
East of England - 5 £67,500 -
Cambridge - 5 £67,500 -
Swindon - 5 £40,000 -
Tyne and Wear - 2 £35,000 -
North East - 2 £35,000 -
Newcastle upon Tyne - 2 £35,000 -
City of London +18 1 £55,000 +4.76%
Canary Wharf - 1 £46,000 -
Oxford - 1 - -
Oxfordshire - 1 - -
Bristol - 1 £47,500 - 1
South East - 1 - -

For the 6 months to 26 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 with a requirement for SQLAlchemy.

1 45 (100.00%) Python
2 35 (77.78%) Django
3 34 (75.56%) Flask
4 27 (60.00%) Linux
5 25 (55.56%) JavaScript
5 25 (55.56%) AngularJS
6 24 (53.33%) Amazon AWS
6 24 (53.33%) Software Engineering
7 23 (51.11%) HTML
7 23 (51.11%) CSS
7 23 (51.11%) HTML5
8 22 (48.89%) REST
8 22 (48.89%) NoSQL
9 21 (46.67%) Git (software)
10 20 (44.44%) SQL
11 19 (42.22%) TDD
11 19 (42.22%) CSS3
12 17 (37.78%) Subversion
13 13 (28.89%) Ubuntu
13 13 (28.89%) HTTP
13 13 (28.89%) Twisted
13 13 (28.89%) Mobile App
13 13 (28.89%) PyGTK
14 12 (26.67%) Docker
14 12 (26.67%) Celery
14 12 (26.67%) Degree
15 11 (24.44%) Agile Software Development
15 11 (24.44%) MySQL
15 11 (24.44%) nginx
16 9 (20.00%) React

SQLAlchemy
Co-occurring IT Skills 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 (24.44%) nginx
2 5 (11.11%) Elasticsearch
3 4 (8.89%) uWSGI
4 2 (4.44%) Apache Airflow
4 2 (4.44%) Apache Spark
4 2 (4.44%) Gunicorn
4 2 (4.44%) Luigi
4 2 (4.44%) Tornado
Cloud Services
1 24 (53.33%) Amazon AWS
2 5 (11.11%) AWS Lambda
2 5 (11.11%) SaaS
3 4 (8.89%) Microsoft Azure
4 3 (6.67%) Amazon EC2
5 2 (4.44%) Google Cloud Platform
6 1 (2.22%) GitHub
6 1 (2.22%) Heroku
Communications & Networking
1 13 (28.89%) HTTP
Database & Business Intelligence
1 22 (48.89%) NoSQL
2 11 (24.44%) MySQL
3 9 (20.00%) PostgreSQL
4 6 (13.33%) MongoDB
5 5 (11.11%) Amazon DynamoDB
6 4 (8.89%) Apache Cassandra
7 3 (6.67%) Big Data
8 2 (4.44%) GIS
8 2 (4.44%) Hadoop
8 2 (4.44%) Neo4j
8 2 (4.44%) Triplestore
Development Applications
1 21 (46.67%) Git (software)
2 17 (37.78%) Subversion
3 6 (13.33%) Jenkins
4 2 (4.44%) Ant
4 2 (4.44%) Hudson
4 2 (4.44%) Maven
4 2 (4.44%) Vagrant
5 1 (2.22%) GitLab
5 1 (2.22%) Team Foundation Server
General
1 6 (13.33%) Finance
2 4 (8.89%) Automotive
3 1 (2.22%) Banking
3 1 (2.22%) Financial Institution
3 1 (2.22%) Telecoms
Job Titles
1 35 (77.78%) Developer
2 33 (73.33%) Python Developer
3 23 (51.11%) Django Developer
4 22 (48.89%) Python/Django Developer
5 10 (22.22%) Full Stack Developer
6 9 (20.00%) Senior Developer
6 9 (20.00%) Senior Python Developer
7 5 (11.11%) Junior
7 5 (11.11%) Junior Developer
7 5 (11.11%) Junior Python Developer
8 4 (8.89%) Web Engineer
9 3 (6.67%) HTML CSS Developer
9 3 (6.67%) HTML Developer
9 3 (6.67%) Software Engineer
10 2 (4.44%) Angular Developer
10 2 (4.44%) DevOps Engineer
10 2 (4.44%) JavaScript Developer
10 2 (4.44%) Python Software Engineer
10 2 (4.44%) Software Developer
11 1 (2.22%) Web Developer
Libraries, Frameworks & Software Standards
1 35 (77.78%) Django
2 34 (75.56%) Flask
3 25 (55.56%) AngularJS
4 23 (51.11%) CSS
4 23 (51.11%) HTML
4 23 (51.11%) HTML5
5 22 (48.89%) REST
6 19 (42.22%) CSS3
7 13 (28.89%) PyGTK
7 13 (28.89%) Twisted
8 12 (26.67%) Celery
9 9 (20.00%) React
10 8 (17.78%) Pyramid
10 8 (17.78%) RabbitMQ
11 7 (15.56%) Ember.js
11 7 (15.56%) Laravel
11 7 (15.56%) Node.js
11 7 (15.56%) Ruby on Rails
12 6 (13.33%) JSON
12 6 (13.33%) XML
Miscellaneous
1 13 (28.89%) Mobile App
2 9 (20.00%) Computer Science
3 4 (8.89%) Algorithms
3 4 (8.89%) Linux Command Line
4 2 (4.44%) Linked Data
4 2 (4.44%) Semantic Web
5 1 (2.22%) Client/Server
5 1 (2.22%) Data Structures
5 1 (2.22%) Mobile Banking
Operating Systems
1 27 (60.00%) Linux
2 13 (28.89%) Ubuntu
Processes & Methodologies
1 24 (53.33%) Software Engineering
2 19 (42.22%) TDD
3 11 (24.44%) Agile Software Development
4 7 (15.56%) Continuous Integration
4 7 (15.56%) Web Development
5 6 (13.33%) Web Design
6 5 (11.11%) Continuous Deployment
6 5 (11.11%) ETL
6 5 (11.11%) Front End Development
6 5 (11.11%) Machine Learning
7 4 (8.89%) Active Record
7 4 (8.89%) BDD
7 4 (8.89%) DevOps
7 4 (8.89%) Microservices
7 4 (8.89%) OO
7 4 (8.89%) OO PHP
8 3 (6.67%) Analytics
8 3 (6.67%) OOP
8 3 (6.67%) Scrum
8 3 (6.67%) Use Case
Programming Languages
1 45 (100.00%) Python
2 25 (55.56%) JavaScript
3 20 (44.44%) SQL
4 7 (15.56%) PHP
4 7 (15.56%) Ruby
5 5 (11.11%) Go
6 3 (6.67%) Java
7 2 (4.44%) R
7 2 (4.44%) SPARQL
Qualifications
1 12 (26.67%) Degree
2 9 (20.00%) Computer Science Degree
System Software
1 12 (26.67%) Docker
Systems Management
1 7 (15.56%) Ansible
2 3 (6.67%) Kubernetes
3 1 (2.22%) Docker Swarm
3 1 (2.22%) Kibana
3 1 (2.22%) logstash
Vendors
1 4 (8.89%) Google
2 3 (6.67%) Salesforce.com
2 3 (6.67%) Tableau
Bristol, Avon
n-tier selection limited
Salary: £40000 - £55000 per annum + 36 days holiday + lots more!
Posted: 6 days ago
North West London
Client Server
Salary: £70k to £80k + benefits
Posted: 6 days ago
London
OHO Group Ltd.
Salary: £50000 - £75000 per annum
Posted: 13 days ago
London
Client Server
Salary: £70000 - £80000 per annum + benefits
Posted: 20 days ago