The table below looks at the statistics for SQLAlchemy skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited SQLAlchemy over the 3 months to 29 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
SQLAlchemy
Rank 614 655 688
Rank change year-on-year
+41 +33
Permanent jobs citing SQLAlchemy 22 3 8
As % of all permanent IT jobs located in London 0.055% 0.007% 0.016%
As % of the Libraries, Frameworks & Software Standards category 0.14% 0.018% 0.041%
Number of salaries quoted 22 3 7
Median salary £52,500 £75,000 £50,000
Median salary % change year-on-year
-30.00% +50.00%
UK excluding London median salary - - £40,000
SQLAlchemy
England

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in permanent jobs advertised in the London region.

Libraries, Frameworks & Software Standards Category
London
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
16078 16990 19540
As % of all permanent IT jobs located in London 40.29% 37.86% 39.52%
Number of salaries quoted 14200 14639 16840
Median salary £55,000 £55,000 £52,500
Median salary % change year-on-year
- +4.76%
90% offered a salary of more than £37,500 £35,000 £35,000
10% offered a salary of more than £78,000 £72,500 £75,000
UK excluding London median salary £40,000 £40,000 £40,000

SQLAlchemy
Jobs Demand Trend in London

The demand trend of job ads across the London region citing SQLAlchemy as a proportion of all IT jobs with a match in the Libraries, Frameworks & Software Standards category.

SQLAlchemy Jobs Demand Trend in London

SQLAlchemy
Salary Trend in London

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

SQLAlchemy Salary Trend in London

SQLAlchemy
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing SQLAlchemy across the London region over the 3 months to 29 June 2016.

SQLAlchemy Salary Histogram in London

SQLAlchemy
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SQLAlchemy within the London region over the 3 months to 29 June 2016. 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
(Click see detailed
statistics and trends)
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
City of London +66 9 £52,500 -19.23%
Hammersmith - 1 £40,000 -
SQLAlchemy
England

SQLAlchemy
Top 30 Related IT Skills in London

For the 6 months to 29 June 2016, 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 London region with a requirement for SQLAlchemy.

1 78 (100.00%) Python
2 70 (89.74%) PostgreSQL
3 68 (87.18%) Git (software)
4 66 (84.62%) Celery
5 53 (67.95%) Django
6 45 (57.69%) RabbitMQ
7 40 (51.28%) Redis
8 39 (50.00%) Flask
8 39 (50.00%) MySQL
9 31 (39.74%) JIRA
9 31 (39.74%) Elasticsearch
9 31 (39.74%) Varnish
10 29 (37.18%) PHP
11 28 (35.90%) Go
12 27 (34.62%) TDD
13 26 (33.33%) Microservices
14 23 (29.49%) NumPy
14 23 (29.49%) NoSQL
15 22 (28.21%) Linux
16 21 (26.92%) Web Services
16 21 (26.92%) SQL
16 21 (26.92%) RESTful
16 21 (26.92%) Cython
17 19 (24.36%) OO
18 18 (23.08%) JavaScript
19 17 (21.79%) HTML
19 17 (21.79%) CSS
20 14 (17.95%) Apache Cassandra
20 14 (17.95%) Big Data
20 14 (17.95%) Pyramid

SQLAlchemy
Top Related IT Skills in London 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 31 (39.74%) Elasticsearch
Cloud Services
1 13 (16.67%) Cloud Computing
2 11 (14.10%) Amazon AWS
3 7 (8.97%) Google Cloud Platform
4 1 (1.28%) GitHub
Communications & Networking
1 10 (12.82%) HTTP
2 1 (1.28%) DNS
2 1 (1.28%) FTP
2 1 (1.28%) SSH
Database & Business Intelligence
1 70 (89.74%) PostgreSQL
2 40 (51.28%) Redis
3 39 (50.00%) MySQL
4 23 (29.49%) NoSQL
5 14 (17.95%) Apache Cassandra
5 14 (17.95%) Big Data
6 6 (7.69%) Relational Database
7 2 (2.56%) InfluxDB
7 2 (2.56%) MongoDB
Development Applications
1 68 (87.18%) Git (software)
2 31 (39.74%) JIRA
3 3 (3.85%) Selenium
4 2 (2.56%) TeamCity
5 1 (1.28%) Bitbucket
5 1 (1.28%) Cucumber
5 1 (1.28%) WebDriver
General
1 8 (10.26%) Finance
2 3 (3.85%) Games
2 3 (3.85%) Pharmaceutical
Job Titles
1 71 (91.03%) Developer
1 71 (91.03%) Python Developer
2 23 (29.49%) Software Developer
3 16 (20.51%) Django Developer
3 16 (20.51%) Python/Django Developer
4 8 (10.26%) Machine Learning Developer
5 7 (8.97%) Lead Developer
5 7 (8.97%) Senior Developer
5 7 (8.97%) Senior Python Developer
6 5 (6.41%) Developer/Software Engineer
6 5 (6.41%) Lead Software Developer
6 5 (6.41%) Lead Software Engineer
6 5 (6.41%) Python Software Engineer
6 5 (6.41%) Software Engineer
7 4 (5.13%) AWS Developer
7 4 (5.13%) NoSQL Developer
8 3 (3.85%) C++ Developer
9 2 (2.56%) Analytics Developer
9 2 (2.56%) QA Engineer
9 2 (2.56%) Senior C++ Developer
Libraries, Frameworks & Software Standards
1 66 (84.62%) Celery
2 53 (67.95%) Django
3 45 (57.69%) RabbitMQ
4 39 (50.00%) Flask
5 23 (29.49%) NumPy
6 21 (26.92%) RESTful
6 21 (26.92%) Web Services
7 17 (21.79%) CSS
7 17 (21.79%) HTML
8 14 (17.95%) Pyramid
9 13 (16.67%) REST
10 9 (11.54%) JSON
10 9 (11.54%) WSGI
11 3 (3.85%) CSS3
11 3 (3.85%) HTML5
12 2 (2.56%) Pandas
13 1 (1.28%) Gherkin
13 1 (1.28%) Laravel
13 1 (1.28%) Sass
13 1 (1.28%) SciPy
Miscellaneous
1 10 (12.82%) Computer Science
1 10 (12.82%) Fintech
2 3 (3.85%) Data Centre
2 3 (3.85%) Mathematics
2 3 (3.85%) Physics
3 2 (2.56%) Analytical Skills
4 1 (1.28%) Digital Media
Operating Systems
1 22 (28.21%) Linux
2 14 (17.95%) Ubuntu
3 2 (2.56%) CentOS
3 2 (2.56%) Debian
3 2 (2.56%) Red Hat Enterprise Linux
Processes & Methodologies
1 27 (34.62%) TDD
2 26 (33.33%) Microservices
3 19 (24.36%) OO
4 13 (16.67%) DevOps
4 13 (16.67%) Machine Learning
5 10 (12.82%) Unit Testing
6 9 (11.54%) OOD
7 8 (10.26%) Agile Software Development
7 8 (10.26%) Bayesian Methods
7 8 (10.26%) Continuous Integration
7 8 (10.26%) E-Commerce
7 8 (10.26%) Software Engineering
8 6 (7.69%) Open Source
8 6 (7.69%) Scrum
8 6 (7.69%) Web Development
9 5 (6.41%) OOP
9 5 (6.41%) SOA
9 5 (6.41%) Software Architecture
10 3 (3.85%) B2B
10 3 (3.85%) B2C
Programming Languages
1 78 (100.00%) Python
2 29 (37.18%) PHP
3 28 (35.90%) Go
4 21 (26.92%) Cython
4 21 (26.92%) SQL
5 18 (23.08%) JavaScript
6 12 (15.38%) C++
7 9 (11.54%) C
8 1 (1.28%) Ruby
Qualifications
1 6 (7.69%) Degree
Quality Assurance & Compliance
1 7 (8.97%) QA
System Software
1 31 (39.74%) Varnish
2 13 (16.67%) Docker
Systems Management
1 13 (16.67%) Ansible
Vendors
1 14 (17.95%) VMware
2 10 (12.82%) Google
3 2 (2.56%) Red Hat
4 1 (1.28%) Oracle