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 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
SQLAlchemy
UK / England
Rank 810 868 926
Rank change year-on-year +58 +58  
Permanent jobs citing SQLAlchemy 13 54 12
As % of all permanent IT jobs advertised in England 0.016% 0.056% 0.012%
As % of the Libraries, Frameworks & Software Standards category 0.041% 0.15% 0.032%
Number of salaries quoted 12 53 12
Median salary £60,000 £52,500 £65,000
Median salary % change year-on-year +14.28% -19.23%  
90% offered a salary of more than £35,500 £47,500 £55,000
10% offered a salary of more than £81,250 £60,000 £75,000
UK excluding London median salary £35,000 - -

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 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 31931 37239 37336
As % of all permanent IT job vacancies advertised in England 40.02% 38.59% 37.76%
Number of salaries quoted 27485 32390 31966
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £31,500 £31,000 £30,000
10% offered a salary of more than £70,000 £65,000 £67,500
UK excluding London median salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +6.25%  

SQLAlchemy
Job Vacancy Trend in England

The job posting trend of jobs advertised in England 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 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 24 March 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 24 March 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 +24 10 £62,500 +19.04% 3
North East - 2 £35,000 - 1
South East - 1 - -
SQLAlchemy
UK

SQLAlchemy
Top 30 Related IT Skills in England

For the 6 months to 24 March 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 37 (100.00%) Python
2 29 (78.38%) Flask
3 25 (67.57%) Django
4 22 (59.46%) Git (software)
5 17 (45.95%) PostgreSQL
6 16 (43.24%) Amazon AWS
7 15 (40.54%) NoSQL
7 15 (40.54%) OO
8 14 (37.84%) Linux
8 14 (37.84%) HTML
8 14 (37.84%) JavaScript
8 14 (37.84%) Agile Software Development
8 14 (37.84%) HTML5
8 14 (37.84%) Celery
9 13 (35.14%) TDD
10 12 (32.43%) Degree
10 12 (32.43%) SQL
10 12 (32.43%) MySQL
10 12 (32.43%) CSS
10 12 (32.43%) REST
10 12 (32.43%) AngularJS
11 11 (29.73%) DevOps
11 11 (29.73%) Elasticsearch
11 11 (29.73%) OOP
11 11 (29.73%) Finance
11 11 (29.73%) Continuous Integration
12 10 (27.03%) Computer Science
12 10 (27.03%) Subversion
12 10 (27.03%) Software Engineering
12 10 (27.03%) PHP

SQLAlchemy
Top Related 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 (29.73%) Elasticsearch
2 4 (10.81%) nginx
3 2 (5.41%) Apache Airflow
3 2 (5.41%) Apache Spark
3 2 (5.41%) Luigi
3 2 (5.41%) uWSGI
Cloud Services
1 16 (43.24%) Amazon AWS
2 5 (13.51%) Google Cloud Platform
3 3 (8.11%) GitHub
3 3 (8.11%) Google App Engine
3 3 (8.11%) Microsoft Azure
4 2 (5.41%) AWS Lambda
5 1 (2.70%) Cloud Computing
Communications & Networking
1 6 (16.22%) HTTP
Database & Business Intelligence
1 17 (45.95%) PostgreSQL
2 15 (40.54%) NoSQL
3 12 (32.43%) MySQL
4 9 (24.32%) Redis
5 8 (21.62%) Relational Database
6 6 (16.22%) Amazon DynamoDB
6 6 (16.22%) MongoDB
7 4 (10.81%) Apache Cassandra
8 2 (5.41%) Big Data
8 2 (5.41%) GIS
8 2 (5.41%) Hadoop
8 2 (5.41%) Neo4j
9 1 (2.70%) Amazon RDS
9 1 (2.70%) Triplestore
Development Applications
1 22 (59.46%) Git (software)
2 10 (27.03%) Subversion
3 8 (21.62%) JIRA
4 5 (13.51%) Jenkins
5 3 (8.11%) Team Foundation Server
6 1 (2.70%) Ant
6 1 (2.70%) Hudson
6 1 (2.70%) Maven
6 1 (2.70%) Mercurial
6 1 (2.70%) Vagrant
General
1 11 (29.73%) Finance
2 5 (13.51%) Banking
3 4 (10.81%) Automotive
4 3 (8.11%) Financial Institution
5 2 (5.41%) Games
5 2 (5.41%) Marketing
6 1 (2.70%) Advertising
6 1 (2.70%) Telecoms
Job Titles
1 25 (67.57%) Developer
2 23 (62.16%) Python Developer
3 10 (27.03%) Django Developer
3 10 (27.03%) Python/Django Developer
4 4 (10.81%) Senior Developer
4 4 (10.81%) Senior Python Developer
4 4 (10.81%) Software Engineer
4 4 (10.81%) SQL Developer
5 3 (8.11%) Python Software Engineer
6 2 (5.41%) Cloud Developer
6 2 (5.41%) DevOps Engineer
6 2 (5.41%) Full Stack Developer
6 2 (5.41%) Games Developer
6 2 (5.41%) HTML CSS Developer
6 2 (5.41%) HTML Developer
6 2 (5.41%) JavaScript Developer
6 2 (5.41%) Web Engineer
7 1 (2.70%) Data Engineer
7 1 (2.70%) Machine Learning Developer
7 1 (2.70%) PostgreSQL Developer
Libraries, Frameworks & Software Standards
1 29 (78.38%) Flask
2 25 (67.57%) Django
3 14 (37.84%) Celery
3 14 (37.84%) HTML
3 14 (37.84%) HTML5
4 12 (32.43%) AngularJS
4 12 (32.43%) CSS
4 12 (32.43%) REST
5 10 (27.03%) RabbitMQ
6 8 (21.62%) CSS3
7 7 (18.92%) NumPy
8 6 (16.22%) JSON
8 6 (16.22%) Pyramid
8 6 (16.22%) React
9 5 (13.51%) XML
10 4 (10.81%) CherryPy
10 4 (10.81%) jQuery
10 4 (10.81%) LEMP Stack
10 4 (10.81%) Node.js
11 3 (8.11%) TensorFlow
Miscellaneous
1 10 (27.03%) Computer Science
2 8 (21.62%) Algorithms
3 4 (10.81%) Fintech
4 3 (8.11%) Data Structures
4 3 (8.11%) Mobile App
4 3 (8.11%) Virtual Team
5 2 (5.41%) Linux Command Line
5 2 (5.41%) Mobile Banking
6 1 (2.70%) Client/Server
6 1 (2.70%) Linked Data
6 1 (2.70%) Semantic Web
6 1 (2.70%) Social Media
Operating Systems
1 14 (37.84%) Linux
2 4 (10.81%) Ubuntu
3 1 (2.70%) CoreOS
Processes & Methodologies
1 15 (40.54%) OO
2 14 (37.84%) Agile Software Development
3 13 (35.14%) TDD
4 11 (29.73%) Continuous Integration
4 11 (29.73%) DevOps
4 11 (29.73%) OOP
5 10 (27.03%) Software Engineering
6 8 (21.62%) SOA
6 8 (21.62%) Unit Testing
7 6 (16.22%) Machine Learning
8 5 (13.51%) Microservices
9 4 (10.81%) ETL
9 4 (10.81%) Scrum
10 3 (8.11%) Analytics
10 3 (8.11%) BDD
10 3 (8.11%) Data Modelling
10 3 (8.11%) Mathematics
10 3 (8.11%) Physics
10 3 (8.11%) Use Case
10 3 (8.11%) Web Development
Programming Languages
1 37 (100.00%) Python
2 14 (37.84%) JavaScript
3 12 (32.43%) SQL
4 10 (27.03%) PHP
5 8 (21.62%) Go
6 2 (5.41%) C++
6 2 (5.41%) R
6 2 (5.41%) Ruby
7 1 (2.70%) C
7 1 (2.70%) Cython
7 1 (2.70%) SPARQL
Qualifications
1 12 (32.43%) Degree
Quality Assurance & Compliance
1 1 (2.70%) QA
System Software
1 8 (21.62%) Varnish
2 5 (13.51%) Docker
Systems Management
1 2 (5.41%) Ansible
Vendors
1 5 (13.51%) Google
2 3 (8.11%) Salesforce.com
2 3 (8.11%) Tableau
East London
Intelletec
Salary: From £60,000 to £70,000 per annum
Posted: 9 hours ago
Newcastle Upon Tyne, Tyne and Wear
Hainton
Salary: £30000 - £40000 per annum
Posted: 3 days ago
London
Harrington Starr
Salary: £50000 - £65000 per annum + Benefits + Bonus
Posted: 6 days ago
City, London
Digital Gurus
Salary: £45000 - £65000 Per Annum Benefits, Equity
Posted: 9 days ago